id sid tid token lemma pos work_w42xlvpc3nagplvbetz6f74zyy 1 1 Assessing assess VBG work_w42xlvpc3nagplvbetz6f74zyy 1 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 1 3 Ability Ability NNP work_w42xlvpc3nagplvbetz6f74zyy 1 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 1 5 LSTMs LSTMs NNPS work_w42xlvpc3nagplvbetz6f74zyy 1 6 to to TO work_w42xlvpc3nagplvbetz6f74zyy 1 7 Learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 1 8 Syntax Syntax NNP work_w42xlvpc3nagplvbetz6f74zyy 1 9 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 1 10 Sensitive Sensitive NNP work_w42xlvpc3nagplvbetz6f74zyy 1 11 Dependencies Dependencies NNPS work_w42xlvpc3nagplvbetz6f74zyy 1 12 Tal Tal NNP work_w42xlvpc3nagplvbetz6f74zyy 1 13 Linzen1,2 Linzen1,2 : work_w42xlvpc3nagplvbetz6f74zyy 1 14 Emmanuel Emmanuel NNP work_w42xlvpc3nagplvbetz6f74zyy 1 15 Dupoux1 Dupoux1 NNP work_w42xlvpc3nagplvbetz6f74zyy 1 16 LSCP1 LSCP1 NNP work_w42xlvpc3nagplvbetz6f74zyy 1 17 & & CC work_w42xlvpc3nagplvbetz6f74zyy 1 18 IJN2 IJN2 NNP work_w42xlvpc3nagplvbetz6f74zyy 1 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 1 20 CNRS CNRS NNP work_w42xlvpc3nagplvbetz6f74zyy 1 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 1 22 EHESS EHESS NNP work_w42xlvpc3nagplvbetz6f74zyy 1 23 and and CC work_w42xlvpc3nagplvbetz6f74zyy 1 24 ENS ENS NNP work_w42xlvpc3nagplvbetz6f74zyy 1 25 , , , work_w42xlvpc3nagplvbetz6f74zyy 1 26 PSL PSL NNP work_w42xlvpc3nagplvbetz6f74zyy 1 27 Research Research NNP work_w42xlvpc3nagplvbetz6f74zyy 1 28 University University NNP work_w42xlvpc3nagplvbetz6f74zyy 1 29 { { -LRB- work_w42xlvpc3nagplvbetz6f74zyy 1 30 tal.linzen tal.linzen NNP work_w42xlvpc3nagplvbetz6f74zyy 1 31 , , , work_w42xlvpc3nagplvbetz6f74zyy 1 32 emmanuel.dupoux}@ens.fr emmanuel.dupoux}@ens.fr NNP work_w42xlvpc3nagplvbetz6f74zyy 1 33 Yoav Yoav NNP work_w42xlvpc3nagplvbetz6f74zyy 1 34 Goldberg Goldberg NNP work_w42xlvpc3nagplvbetz6f74zyy 1 35 Computer Computer NNP work_w42xlvpc3nagplvbetz6f74zyy 1 36 Science Science NNP work_w42xlvpc3nagplvbetz6f74zyy 1 37 Department Department NNP work_w42xlvpc3nagplvbetz6f74zyy 1 38 Bar Bar NNP work_w42xlvpc3nagplvbetz6f74zyy 1 39 Ilan Ilan NNP work_w42xlvpc3nagplvbetz6f74zyy 1 40 University University NNP work_w42xlvpc3nagplvbetz6f74zyy 1 41 yoav.goldberg@gmail.com yoav.goldberg@gmail.com ADD work_w42xlvpc3nagplvbetz6f74zyy 1 42 Abstract Abstract NNP work_w42xlvpc3nagplvbetz6f74zyy 1 43 The the DT work_w42xlvpc3nagplvbetz6f74zyy 1 44 success success NN work_w42xlvpc3nagplvbetz6f74zyy 1 45 of of IN work_w42xlvpc3nagplvbetz6f74zyy 1 46 long long JJ work_w42xlvpc3nagplvbetz6f74zyy 1 47 short short JJ work_w42xlvpc3nagplvbetz6f74zyy 1 48 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 1 49 term term NN work_w42xlvpc3nagplvbetz6f74zyy 1 50 memory memory NN work_w42xlvpc3nagplvbetz6f74zyy 1 51 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 1 52 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 1 53 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 1 54 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 1 55 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 1 56 in in IN work_w42xlvpc3nagplvbetz6f74zyy 1 57 language language NN work_w42xlvpc3nagplvbetz6f74zyy 1 58 process- process- NN work_w42xlvpc3nagplvbetz6f74zyy 1 59 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 1 60 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 1 61 typically typically RB work_w42xlvpc3nagplvbetz6f74zyy 1 62 attributed attribute VBN work_w42xlvpc3nagplvbetz6f74zyy 1 63 to to IN work_w42xlvpc3nagplvbetz6f74zyy 1 64 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 1 65 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 1 66 to to TO work_w42xlvpc3nagplvbetz6f74zyy 1 67 capture capture VB work_w42xlvpc3nagplvbetz6f74zyy 1 68 long long JJ work_w42xlvpc3nagplvbetz6f74zyy 1 69 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 1 70 distance distance NN work_w42xlvpc3nagplvbetz6f74zyy 1 71 statistical statistical JJ work_w42xlvpc3nagplvbetz6f74zyy 1 72 regularities regularity NNS work_w42xlvpc3nagplvbetz6f74zyy 1 73 . . . work_w42xlvpc3nagplvbetz6f74zyy 2 1 Linguistic linguistic JJ work_w42xlvpc3nagplvbetz6f74zyy 2 2 regularities regularity NNS work_w42xlvpc3nagplvbetz6f74zyy 2 3 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 2 4 often often RB work_w42xlvpc3nagplvbetz6f74zyy 2 5 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 2 6 to to IN work_w42xlvpc3nagplvbetz6f74zyy 2 7 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 2 8 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 2 9 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 2 10 can can MD work_w42xlvpc3nagplvbetz6f74zyy 2 11 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 2 12 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 2 13 be be VB work_w42xlvpc3nagplvbetz6f74zyy 2 14 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 2 15 by by IN work_w42xlvpc3nagplvbetz6f74zyy 2 16 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 2 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 2 18 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 2 19 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 2 20 not not RB work_w42xlvpc3nagplvbetz6f74zyy 2 21 have have VB work_w42xlvpc3nagplvbetz6f74zyy 2 22 ex- ex- VBN work_w42xlvpc3nagplvbetz6f74zyy 2 23 plicit plicit JJ work_w42xlvpc3nagplvbetz6f74zyy 2 24 structural structural JJ work_w42xlvpc3nagplvbetz6f74zyy 2 25 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 2 26 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 3 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 3 2 begin begin VBP work_w42xlvpc3nagplvbetz6f74zyy 3 3 ad- ad- RB work_w42xlvpc3nagplvbetz6f74zyy 3 4 dressing dress VBG work_w42xlvpc3nagplvbetz6f74zyy 3 5 this this DT work_w42xlvpc3nagplvbetz6f74zyy 3 6 question question NN work_w42xlvpc3nagplvbetz6f74zyy 3 7 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 3 8 number number NN work_w42xlvpc3nagplvbetz6f74zyy 3 9 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 3 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 3 11 English English NNP work_w42xlvpc3nagplvbetz6f74zyy 3 12 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 3 13 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 3 14 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 3 15 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 3 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 4 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 4 2 probe probe VBP work_w42xlvpc3nagplvbetz6f74zyy 4 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 4 4 architecture architecture NN work_w42xlvpc3nagplvbetz6f74zyy 4 5 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 4 6 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 4 7 compe- compe- XX work_w42xlvpc3nagplvbetz6f74zyy 4 8 tence tence NNP work_w42xlvpc3nagplvbetz6f74zyy 4 9 both both DT work_w42xlvpc3nagplvbetz6f74zyy 4 10 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 4 11 training training NN work_w42xlvpc3nagplvbetz6f74zyy 4 12 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 4 13 with with IN work_w42xlvpc3nagplvbetz6f74zyy 4 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 4 15 explicit explicit JJ work_w42xlvpc3nagplvbetz6f74zyy 4 16 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 4 17 target target NN work_w42xlvpc3nagplvbetz6f74zyy 4 18 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 4 19 number number NN work_w42xlvpc3nagplvbetz6f74zyy 4 20 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 4 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 4 22 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 4 23 judgments judgment NNS work_w42xlvpc3nagplvbetz6f74zyy 4 24 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 4 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 4 26 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 4 27 language language NN work_w42xlvpc3nagplvbetz6f74zyy 4 28 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 4 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 5 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 5 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 5 3 strongly strongly RB work_w42xlvpc3nagplvbetz6f74zyy 5 4 supervised supervised JJ work_w42xlvpc3nagplvbetz6f74zyy 5 5 settings setting NNS work_w42xlvpc3nagplvbetz6f74zyy 5 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 5 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 5 8 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 5 9 achieved achieve VBD work_w42xlvpc3nagplvbetz6f74zyy 5 10 very very RB work_w42xlvpc3nagplvbetz6f74zyy 5 11 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 5 12 overall overall JJ work_w42xlvpc3nagplvbetz6f74zyy 5 13 accu- accu- NN work_w42xlvpc3nagplvbetz6f74zyy 5 14 racy racy NN work_w42xlvpc3nagplvbetz6f74zyy 5 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 5 16 less less JJR work_w42xlvpc3nagplvbetz6f74zyy 5 17 than than IN work_w42xlvpc3nagplvbetz6f74zyy 5 18 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 5 19 % % NN work_w42xlvpc3nagplvbetz6f74zyy 5 20 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 5 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 5 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 5 23 but but CC work_w42xlvpc3nagplvbetz6f74zyy 5 24 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 5 25 increased increase VBD work_w42xlvpc3nagplvbetz6f74zyy 5 26 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 5 27 sequential sequential JJ work_w42xlvpc3nagplvbetz6f74zyy 5 28 and and CC work_w42xlvpc3nagplvbetz6f74zyy 5 29 structural structural JJ work_w42xlvpc3nagplvbetz6f74zyy 5 30 information information NN work_w42xlvpc3nagplvbetz6f74zyy 5 31 con- con- NN work_w42xlvpc3nagplvbetz6f74zyy 5 32 flicted flicte VBD work_w42xlvpc3nagplvbetz6f74zyy 5 33 . . . work_w42xlvpc3nagplvbetz6f74zyy 6 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 6 2 frequency frequency NN work_w42xlvpc3nagplvbetz6f74zyy 6 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 6 4 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 6 5 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 6 6 rose rise VBD work_w42xlvpc3nagplvbetz6f74zyy 6 7 sharply sharply RB work_w42xlvpc3nagplvbetz6f74zyy 6 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 6 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 6 10 language language NN work_w42xlvpc3nagplvbetz6f74zyy 6 11 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 6 12 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 6 13 setting setting NN work_w42xlvpc3nagplvbetz6f74zyy 6 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 7 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 7 2 conclude conclude VBP work_w42xlvpc3nagplvbetz6f74zyy 7 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 7 4 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 7 5 can can MD work_w42xlvpc3nagplvbetz6f74zyy 7 6 capture capture VB work_w42xlvpc3nagplvbetz6f74zyy 7 7 a a DT work_w42xlvpc3nagplvbetz6f74zyy 7 8 non non JJ work_w42xlvpc3nagplvbetz6f74zyy 7 9 - - JJ work_w42xlvpc3nagplvbetz6f74zyy 7 10 trivial trivial JJ work_w42xlvpc3nagplvbetz6f74zyy 7 11 amount amount NN work_w42xlvpc3nagplvbetz6f74zyy 7 12 of of IN work_w42xlvpc3nagplvbetz6f74zyy 7 13 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 7 14 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 7 15 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 7 16 targeted target VBN work_w42xlvpc3nagplvbetz6f74zyy 7 17 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 7 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 7 19 but but CC work_w42xlvpc3nagplvbetz6f74zyy 7 20 stronger strong JJR work_w42xlvpc3nagplvbetz6f74zyy 7 21 architectures architecture NNS work_w42xlvpc3nagplvbetz6f74zyy 7 22 may may MD work_w42xlvpc3nagplvbetz6f74zyy 7 23 be be VB work_w42xlvpc3nagplvbetz6f74zyy 7 24 required require VBN work_w42xlvpc3nagplvbetz6f74zyy 7 25 to to TO work_w42xlvpc3nagplvbetz6f74zyy 7 26 further further RB work_w42xlvpc3nagplvbetz6f74zyy 7 27 reduce reduce VB work_w42xlvpc3nagplvbetz6f74zyy 7 28 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 7 29 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 7 30 furthermore furthermore RB work_w42xlvpc3nagplvbetz6f74zyy 7 31 , , , work_w42xlvpc3nagplvbetz6f74zyy 7 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 7 33 language language NN work_w42xlvpc3nagplvbetz6f74zyy 7 34 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 7 35 signal signal NN work_w42xlvpc3nagplvbetz6f74zyy 7 36 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 7 37 insufficient insufficient JJ work_w42xlvpc3nagplvbetz6f74zyy 7 38 for for IN work_w42xlvpc3nagplvbetz6f74zyy 7 39 capturing capture VBG work_w42xlvpc3nagplvbetz6f74zyy 7 40 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 7 41 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 7 42 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 7 43 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 7 44 , , , work_w42xlvpc3nagplvbetz6f74zyy 7 45 and and CC work_w42xlvpc3nagplvbetz6f74zyy 7 46 should should MD work_w42xlvpc3nagplvbetz6f74zyy 7 47 be be VB work_w42xlvpc3nagplvbetz6f74zyy 7 48 supplemented supplement VBN work_w42xlvpc3nagplvbetz6f74zyy 7 49 with with IN work_w42xlvpc3nagplvbetz6f74zyy 7 50 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 7 51 direct direct JJ work_w42xlvpc3nagplvbetz6f74zyy 7 52 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 7 53 if if IN work_w42xlvpc3nagplvbetz6f74zyy 7 54 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 7 55 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 7 56 need need VBP work_w42xlvpc3nagplvbetz6f74zyy 7 57 to to TO work_w42xlvpc3nagplvbetz6f74zyy 7 58 be be VB work_w42xlvpc3nagplvbetz6f74zyy 7 59 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 7 60 . . . work_w42xlvpc3nagplvbetz6f74zyy 8 1 1 1 LS work_w42xlvpc3nagplvbetz6f74zyy 8 2 Introduction introduction NN work_w42xlvpc3nagplvbetz6f74zyy 8 3 Recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 8 4 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 8 5 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 8 6 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 8 7 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 8 8 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 8 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 8 10 highly highly RB work_w42xlvpc3nagplvbetz6f74zyy 8 11 effec- effec- JJ work_w42xlvpc3nagplvbetz6f74zyy 8 12 tive tive JJ work_w42xlvpc3nagplvbetz6f74zyy 8 13 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 8 14 of of IN work_w42xlvpc3nagplvbetz6f74zyy 8 15 sequential sequential JJ work_w42xlvpc3nagplvbetz6f74zyy 8 16 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 8 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 8 18 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 8 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 8 20 1990 1990 CD work_w42xlvpc3nagplvbetz6f74zyy 8 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 8 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 9 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 9 2 rapid rapid JJ work_w42xlvpc3nagplvbetz6f74zyy 9 3 adoption adoption NN work_w42xlvpc3nagplvbetz6f74zyy 9 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 9 5 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 9 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 9 7 NLP NLP NNP work_w42xlvpc3nagplvbetz6f74zyy 9 8 systems system NNS work_w42xlvpc3nagplvbetz6f74zyy 9 9 in in IN work_w42xlvpc3nagplvbetz6f74zyy 9 10 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 9 11 years year NNS work_w42xlvpc3nagplvbetz6f74zyy 9 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 9 14 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 9 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 9 16 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 9 17 with with IN work_w42xlvpc3nagplvbetz6f74zyy 9 18 gating gate VBG work_w42xlvpc3nagplvbetz6f74zyy 9 19 mecha- mecha- JJ work_w42xlvpc3nagplvbetz6f74zyy 9 20 nisms nism NNS work_w42xlvpc3nagplvbetz6f74zyy 9 21 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 9 22 as as IN work_w42xlvpc3nagplvbetz6f74zyy 9 23 long long JJ work_w42xlvpc3nagplvbetz6f74zyy 9 24 short short JJ work_w42xlvpc3nagplvbetz6f74zyy 9 25 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 9 26 term term NN work_w42xlvpc3nagplvbetz6f74zyy 9 27 memory memory NN work_w42xlvpc3nagplvbetz6f74zyy 9 28 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 29 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 9 30 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 31 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 9 32 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 33 Hochreiter Hochreiter NNP work_w42xlvpc3nagplvbetz6f74zyy 9 34 and and CC work_w42xlvpc3nagplvbetz6f74zyy 9 35 Schmidhuber Schmidhuber NNP work_w42xlvpc3nagplvbetz6f74zyy 9 36 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 37 1997 1997 CD work_w42xlvpc3nagplvbetz6f74zyy 9 38 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 39 or or CC work_w42xlvpc3nagplvbetz6f74zyy 9 40 gated gate VBN work_w42xlvpc3nagplvbetz6f74zyy 9 41 recur- recur- NN work_w42xlvpc3nagplvbetz6f74zyy 9 42 rent rent NN work_w42xlvpc3nagplvbetz6f74zyy 9 43 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 9 44 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 45 GRU GRU NNP work_w42xlvpc3nagplvbetz6f74zyy 9 46 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 47 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 48 Cho Cho NNP work_w42xlvpc3nagplvbetz6f74zyy 9 49 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 9 50 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 9 51 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 9 52 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 53 2014 2014 CD work_w42xlvpc3nagplvbetz6f74zyy 9 54 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 55 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 56 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 9 57 led lead VBN work_w42xlvpc3nagplvbetz6f74zyy 9 58 to to IN work_w42xlvpc3nagplvbetz6f74zyy 9 59 sig- sig- JJ work_w42xlvpc3nagplvbetz6f74zyy 9 60 nificant nificant JJ work_w42xlvpc3nagplvbetz6f74zyy 9 61 gains gain NNS work_w42xlvpc3nagplvbetz6f74zyy 9 62 in in IN work_w42xlvpc3nagplvbetz6f74zyy 9 63 language language NN work_w42xlvpc3nagplvbetz6f74zyy 9 64 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 9 65 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 66 Mikolov Mikolov NNP work_w42xlvpc3nagplvbetz6f74zyy 9 67 et et FW work_w42xlvpc3nagplvbetz6f74zyy 9 68 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 9 69 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 9 70 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 71 2010 2010 CD work_w42xlvpc3nagplvbetz6f74zyy 9 72 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 9 73 Sundermeyer Sundermeyer NNP work_w42xlvpc3nagplvbetz6f74zyy 9 74 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 9 75 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 9 76 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 9 77 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 78 2012 2012 CD work_w42xlvpc3nagplvbetz6f74zyy 9 79 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 80 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 81 parsing parse VBG work_w42xlvpc3nagplvbetz6f74zyy 9 82 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 83 Vinyals Vinyals NNP work_w42xlvpc3nagplvbetz6f74zyy 9 84 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 9 85 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 9 86 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 9 87 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 88 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 9 89 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 9 90 Kiperwasser Kiperwasser NNP work_w42xlvpc3nagplvbetz6f74zyy 9 91 and and CC work_w42xlvpc3nagplvbetz6f74zyy 9 92 Goldberg Goldberg NNP work_w42xlvpc3nagplvbetz6f74zyy 9 93 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 94 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 9 95 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 9 96 Dyer Dyer NNP work_w42xlvpc3nagplvbetz6f74zyy 9 97 et et FW work_w42xlvpc3nagplvbetz6f74zyy 9 98 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 9 99 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 9 100 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 101 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 9 102 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 103 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 104 machine machine NN work_w42xlvpc3nagplvbetz6f74zyy 9 105 translation translation NN work_w42xlvpc3nagplvbetz6f74zyy 9 106 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 9 107 Bahdanau Bahdanau NNP work_w42xlvpc3nagplvbetz6f74zyy 9 108 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 9 109 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 9 110 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 9 111 , , , work_w42xlvpc3nagplvbetz6f74zyy 9 112 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 9 113 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 9 114 and and CC work_w42xlvpc3nagplvbetz6f74zyy 9 115 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 9 116 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 9 117 . . . work_w42xlvpc3nagplvbetz6f74zyy 10 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 10 2 effectiveness effectiveness NN work_w42xlvpc3nagplvbetz6f74zyy 10 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 10 4 RNNs1 RNNs1 NNP work_w42xlvpc3nagplvbetz6f74zyy 10 5 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 10 6 attributed attribute VBN work_w42xlvpc3nagplvbetz6f74zyy 10 7 to to IN work_w42xlvpc3nagplvbetz6f74zyy 10 8 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 10 9 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 10 10 to to TO work_w42xlvpc3nagplvbetz6f74zyy 10 11 capture capture VB work_w42xlvpc3nagplvbetz6f74zyy 10 12 statistical statistical JJ work_w42xlvpc3nagplvbetz6f74zyy 10 13 contingencies contingency NNS work_w42xlvpc3nagplvbetz6f74zyy 10 14 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 10 15 may may MD work_w42xlvpc3nagplvbetz6f74zyy 10 16 span span VB work_w42xlvpc3nagplvbetz6f74zyy 10 17 an an DT work_w42xlvpc3nagplvbetz6f74zyy 10 18 arbitrary arbitrary JJ work_w42xlvpc3nagplvbetz6f74zyy 10 19 number number NN work_w42xlvpc3nagplvbetz6f74zyy 10 20 of of IN work_w42xlvpc3nagplvbetz6f74zyy 10 21 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 10 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 11 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 11 2 word word NN work_w42xlvpc3nagplvbetz6f74zyy 11 3 France France NNP work_w42xlvpc3nagplvbetz6f74zyy 11 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 11 5 for for IN work_w42xlvpc3nagplvbetz6f74zyy 11 6 example example NN work_w42xlvpc3nagplvbetz6f74zyy 11 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 11 8 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 11 9 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 11 10 likely likely JJ work_w42xlvpc3nagplvbetz6f74zyy 11 11 to to TO work_w42xlvpc3nagplvbetz6f74zyy 11 12 occur occur VB work_w42xlvpc3nagplvbetz6f74zyy 11 13 somewhere somewhere RB work_w42xlvpc3nagplvbetz6f74zyy 11 14 in in IN work_w42xlvpc3nagplvbetz6f74zyy 11 15 a a DT work_w42xlvpc3nagplvbetz6f74zyy 11 16 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 11 17 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 11 18 begins begin VBZ work_w42xlvpc3nagplvbetz6f74zyy 11 19 with with IN work_w42xlvpc3nagplvbetz6f74zyy 11 20 Paris Paris NNP work_w42xlvpc3nagplvbetz6f74zyy 11 21 than than IN work_w42xlvpc3nagplvbetz6f74zyy 11 22 in in IN work_w42xlvpc3nagplvbetz6f74zyy 11 23 a a DT work_w42xlvpc3nagplvbetz6f74zyy 11 24 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 11 25 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 11 26 begins begin VBZ work_w42xlvpc3nagplvbetz6f74zyy 11 27 with with IN work_w42xlvpc3nagplvbetz6f74zyy 11 28 Penguins Penguins NNP work_w42xlvpc3nagplvbetz6f74zyy 11 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 12 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 12 2 fact fact NN work_w42xlvpc3nagplvbetz6f74zyy 12 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 12 4 an an DT work_w42xlvpc3nagplvbetz6f74zyy 12 5 arbitrary arbitrary JJ work_w42xlvpc3nagplvbetz6f74zyy 12 6 number number NN work_w42xlvpc3nagplvbetz6f74zyy 12 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 12 8 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 12 9 can can MD work_w42xlvpc3nagplvbetz6f74zyy 12 10 intervene intervene VB work_w42xlvpc3nagplvbetz6f74zyy 12 11 between between IN work_w42xlvpc3nagplvbetz6f74zyy 12 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 12 13 mutually mutually RB work_w42xlvpc3nagplvbetz6f74zyy 12 14 predictive predictive JJ work_w42xlvpc3nagplvbetz6f74zyy 12 15 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 12 16 implies imply VBZ work_w42xlvpc3nagplvbetz6f74zyy 12 17 that that IN work_w42xlvpc3nagplvbetz6f74zyy 12 18 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 12 19 can can MD work_w42xlvpc3nagplvbetz6f74zyy 12 20 not not RB work_w42xlvpc3nagplvbetz6f74zyy 12 21 be be VB work_w42xlvpc3nagplvbetz6f74zyy 12 22 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 12 23 by by IN work_w42xlvpc3nagplvbetz6f74zyy 12 24 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 12 25 with with IN work_w42xlvpc3nagplvbetz6f74zyy 12 26 a a DT work_w42xlvpc3nagplvbetz6f74zyy 12 27 fixed fix VBN work_w42xlvpc3nagplvbetz6f74zyy 12 28 window window NN work_w42xlvpc3nagplvbetz6f74zyy 12 29 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 12 30 as as IN work_w42xlvpc3nagplvbetz6f74zyy 12 31 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 12 32 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 12 33 gram gram NN work_w42xlvpc3nagplvbetz6f74zyy 12 34 mod- mod- NN work_w42xlvpc3nagplvbetz6f74zyy 12 35 els els NNP work_w42xlvpc3nagplvbetz6f74zyy 12 36 , , , work_w42xlvpc3nagplvbetz6f74zyy 12 37 but but CC work_w42xlvpc3nagplvbetz6f74zyy 12 38 can can MD work_w42xlvpc3nagplvbetz6f74zyy 12 39 in in IN work_w42xlvpc3nagplvbetz6f74zyy 12 40 principle principle NN work_w42xlvpc3nagplvbetz6f74zyy 12 41 be be VB work_w42xlvpc3nagplvbetz6f74zyy 12 42 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 12 43 by by IN work_w42xlvpc3nagplvbetz6f74zyy 12 44 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 12 45 , , , work_w42xlvpc3nagplvbetz6f74zyy 12 46 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 12 47 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 12 48 not not RB work_w42xlvpc3nagplvbetz6f74zyy 12 49 have have VB work_w42xlvpc3nagplvbetz6f74zyy 12 50 an an DT work_w42xlvpc3nagplvbetz6f74zyy 12 51 architecturally architecturally RB work_w42xlvpc3nagplvbetz6f74zyy 12 52 fixed fix VBN work_w42xlvpc3nagplvbetz6f74zyy 12 53 limit limit NN work_w42xlvpc3nagplvbetz6f74zyy 12 54 on on IN work_w42xlvpc3nagplvbetz6f74zyy 12 55 depen- depen- FW work_w42xlvpc3nagplvbetz6f74zyy 12 56 dency dency NN work_w42xlvpc3nagplvbetz6f74zyy 12 57 length length NN work_w42xlvpc3nagplvbetz6f74zyy 12 58 . . . work_w42xlvpc3nagplvbetz6f74zyy 13 1 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 13 2 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 13 3 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 13 4 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 13 5 : : : work_w42xlvpc3nagplvbetz6f74zyy 13 6 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 13 7 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 13 8 not not RB work_w42xlvpc3nagplvbetz6f74zyy 13 9 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 13 10 incorporate incorporate VB work_w42xlvpc3nagplvbetz6f74zyy 13 11 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 13 12 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 13 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 14 1 Indeed indeed RB work_w42xlvpc3nagplvbetz6f74zyy 14 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 14 3 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 14 4 word word NN work_w42xlvpc3nagplvbetz6f74zyy 14 5 co co NN work_w42xlvpc3nagplvbetz6f74zyy 14 6 - - JJ work_w42xlvpc3nagplvbetz6f74zyy 14 7 occurrence occurrence JJ work_w42xlvpc3nagplvbetz6f74zyy 14 8 statistics statistic NNS work_w42xlvpc3nagplvbetz6f74zyy 14 9 can can MD work_w42xlvpc3nagplvbetz6f74zyy 14 10 be be VB work_w42xlvpc3nagplvbetz6f74zyy 14 11 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 14 12 by by IN work_w42xlvpc3nagplvbetz6f74zyy 14 13 treating treat VBG work_w42xlvpc3nagplvbetz6f74zyy 14 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 14 15 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 14 16 as as IN work_w42xlvpc3nagplvbetz6f74zyy 14 17 an an DT work_w42xlvpc3nagplvbetz6f74zyy 14 18 unstructured unstructured JJ work_w42xlvpc3nagplvbetz6f74zyy 14 19 list list NN work_w42xlvpc3nagplvbetz6f74zyy 14 20 of of IN work_w42xlvpc3nagplvbetz6f74zyy 14 21 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 14 22 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 14 23 Paris- Paris- NNP work_w42xlvpc3nagplvbetz6f74zyy 14 24 France France NNP work_w42xlvpc3nagplvbetz6f74zyy 14 25 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 14 26 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 14 27 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 14 28 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 14 29 therefore therefore RB work_w42xlvpc3nagplvbetz6f74zyy 14 30 unsurprising unsurprise VBG work_w42xlvpc3nagplvbetz6f74zyy 14 31 that that IN work_w42xlvpc3nagplvbetz6f74zyy 14 32 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 14 33 can can MD work_w42xlvpc3nagplvbetz6f74zyy 14 34 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 14 35 them -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 14 36 well well RB work_w42xlvpc3nagplvbetz6f74zyy 14 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 15 1 Other other JJ work_w42xlvpc3nagplvbetz6f74zyy 15 2 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 15 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 15 4 however however RB work_w42xlvpc3nagplvbetz6f74zyy 15 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 15 6 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 15 7 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 15 8 to to IN work_w42xlvpc3nagplvbetz6f74zyy 15 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 15 10 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 15 11 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 15 12 of of IN work_w42xlvpc3nagplvbetz6f74zyy 15 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 15 14 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 15 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 15 16 Chomsky Chomsky NNP work_w42xlvpc3nagplvbetz6f74zyy 15 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 15 18 1965 1965 CD work_w42xlvpc3nagplvbetz6f74zyy 15 19 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 15 20 Everaert Everaert NNP work_w42xlvpc3nagplvbetz6f74zyy 15 21 et et FW work_w42xlvpc3nagplvbetz6f74zyy 15 22 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 15 23 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 15 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 15 25 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 15 26 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 15 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 16 1 To to IN work_w42xlvpc3nagplvbetz6f74zyy 16 2 what what WDT work_w42xlvpc3nagplvbetz6f74zyy 16 3 extent extent NN work_w42xlvpc3nagplvbetz6f74zyy 16 4 can can MD work_w42xlvpc3nagplvbetz6f74zyy 16 5 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 16 6 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 16 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 16 8 model model VB work_w42xlvpc3nagplvbetz6f74zyy 16 9 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 16 10 phenomena phenomenon NNS work_w42xlvpc3nagplvbetz6f74zyy 16 11 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 16 12 only only RB work_w42xlvpc3nagplvbetz6f74zyy 16 13 on on IN work_w42xlvpc3nagplvbetz6f74zyy 16 14 sequential sequential JJ work_w42xlvpc3nagplvbetz6f74zyy 16 15 cues cue NNS work_w42xlvpc3nagplvbetz6f74zyy 16 16 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 17 1 Previous previous JJ work_w42xlvpc3nagplvbetz6f74zyy 17 2 research research NN work_w42xlvpc3nagplvbetz6f74zyy 17 3 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 17 4 shown show VBN work_w42xlvpc3nagplvbetz6f74zyy 17 5 that that IN work_w42xlvpc3nagplvbetz6f74zyy 17 6 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 17 7 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 17 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 17 9 particu- particu- NN work_w42xlvpc3nagplvbetz6f74zyy 17 10 lar lar NNP work_w42xlvpc3nagplvbetz6f74zyy 17 11 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 17 12 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 17 13 can can MD work_w42xlvpc3nagplvbetz6f74zyy 17 14 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 17 15 artificial artificial JJ work_w42xlvpc3nagplvbetz6f74zyy 17 16 context context NN work_w42xlvpc3nagplvbetz6f74zyy 17 17 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 17 18 free free JJ work_w42xlvpc3nagplvbetz6f74zyy 17 19 languages language NNS work_w42xlvpc3nagplvbetz6f74zyy 17 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 17 21 Gers Gers NNPS work_w42xlvpc3nagplvbetz6f74zyy 17 22 and and CC work_w42xlvpc3nagplvbetz6f74zyy 17 23 Schmidhuber Schmidhuber NNP work_w42xlvpc3nagplvbetz6f74zyy 17 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 17 25 2001 2001 CD work_w42xlvpc3nagplvbetz6f74zyy 17 26 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 17 27 as as RB work_w42xlvpc3nagplvbetz6f74zyy 17 28 well well RB work_w42xlvpc3nagplvbetz6f74zyy 17 29 as as IN work_w42xlvpc3nagplvbetz6f74zyy 17 30 nesting nest VBG work_w42xlvpc3nagplvbetz6f74zyy 17 31 and and CC work_w42xlvpc3nagplvbetz6f74zyy 17 32 1In 1in CD work_w42xlvpc3nagplvbetz6f74zyy 17 33 this this DT work_w42xlvpc3nagplvbetz6f74zyy 17 34 work work NN work_w42xlvpc3nagplvbetz6f74zyy 17 35 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 17 36 use use VBP work_w42xlvpc3nagplvbetz6f74zyy 17 37 the the DT work_w42xlvpc3nagplvbetz6f74zyy 17 38 term term NN work_w42xlvpc3nagplvbetz6f74zyy 17 39 RNN RNN NNP work_w42xlvpc3nagplvbetz6f74zyy 17 40 to to TO work_w42xlvpc3nagplvbetz6f74zyy 17 41 refer refer VB work_w42xlvpc3nagplvbetz6f74zyy 17 42 to to IN work_w42xlvpc3nagplvbetz6f74zyy 17 43 the the DT work_w42xlvpc3nagplvbetz6f74zyy 17 44 entire entire JJ work_w42xlvpc3nagplvbetz6f74zyy 17 45 class class NN work_w42xlvpc3nagplvbetz6f74zyy 17 46 of of IN work_w42xlvpc3nagplvbetz6f74zyy 17 47 sequential sequential JJ work_w42xlvpc3nagplvbetz6f74zyy 17 48 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 17 49 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 17 50 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 17 51 . . . work_w42xlvpc3nagplvbetz6f74zyy 18 1 Instances instance NNS work_w42xlvpc3nagplvbetz6f74zyy 18 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 18 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 18 4 class class NN work_w42xlvpc3nagplvbetz6f74zyy 18 5 include include VBP work_w42xlvpc3nagplvbetz6f74zyy 18 6 long long JJ work_w42xlvpc3nagplvbetz6f74zyy 18 7 short short JJ work_w42xlvpc3nagplvbetz6f74zyy 18 8 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 18 9 term term NN work_w42xlvpc3nagplvbetz6f74zyy 18 10 memory memory NN work_w42xlvpc3nagplvbetz6f74zyy 18 11 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 18 12 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 18 13 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 18 14 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 18 15 and and CC work_w42xlvpc3nagplvbetz6f74zyy 18 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 18 17 Simple Simple NNP work_w42xlvpc3nagplvbetz6f74zyy 18 18 Recurrent Recurrent NNP work_w42xlvpc3nagplvbetz6f74zyy 18 19 Network Network NNP work_w42xlvpc3nagplvbetz6f74zyy 18 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 18 21 SRN SRN NNP work_w42xlvpc3nagplvbetz6f74zyy 18 22 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 18 23 due due IN work_w42xlvpc3nagplvbetz6f74zyy 18 24 to to IN work_w42xlvpc3nagplvbetz6f74zyy 18 25 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 18 26 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 18 27 1990 1990 CD work_w42xlvpc3nagplvbetz6f74zyy 18 28 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 18 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 19 1 521 521 CD work_w42xlvpc3nagplvbetz6f74zyy 19 2 Transactions transaction NNS work_w42xlvpc3nagplvbetz6f74zyy 19 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 19 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 19 5 Association Association NNP work_w42xlvpc3nagplvbetz6f74zyy 19 6 for for IN work_w42xlvpc3nagplvbetz6f74zyy 19 7 Computational Computational NNP work_w42xlvpc3nagplvbetz6f74zyy 19 8 Linguistics Linguistics NNP work_w42xlvpc3nagplvbetz6f74zyy 19 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 19 10 vol vol NNP work_w42xlvpc3nagplvbetz6f74zyy 19 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 20 1 4 4 LS work_w42xlvpc3nagplvbetz6f74zyy 20 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 20 3 pp pp NNP work_w42xlvpc3nagplvbetz6f74zyy 20 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 21 1 521–535 521–535 CD work_w42xlvpc3nagplvbetz6f74zyy 21 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 21 3 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 21 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 22 1 Action Action NNP work_w42xlvpc3nagplvbetz6f74zyy 22 2 Editor Editor NNP work_w42xlvpc3nagplvbetz6f74zyy 22 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 22 4 Hinrich Hinrich NNP work_w42xlvpc3nagplvbetz6f74zyy 22 5 Schütze Schütze NNP work_w42xlvpc3nagplvbetz6f74zyy 22 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 23 1 Submission submission NN work_w42xlvpc3nagplvbetz6f74zyy 23 2 batch batch NN work_w42xlvpc3nagplvbetz6f74zyy 23 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 23 4 1/2016 1/2016 CD work_w42xlvpc3nagplvbetz6f74zyy 23 5 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 23 6 Revision revision NN work_w42xlvpc3nagplvbetz6f74zyy 23 7 batch batch NN work_w42xlvpc3nagplvbetz6f74zyy 23 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 23 9 9/2016 9/2016 CD work_w42xlvpc3nagplvbetz6f74zyy 23 10 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 23 11 Published publish VBN work_w42xlvpc3nagplvbetz6f74zyy 23 12 12/2016 12/2016 CD work_w42xlvpc3nagplvbetz6f74zyy 23 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 24 1 c c NNP work_w42xlvpc3nagplvbetz6f74zyy 24 2 © © NNP work_w42xlvpc3nagplvbetz6f74zyy 24 3 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 24 4 Association Association NNP work_w42xlvpc3nagplvbetz6f74zyy 24 5 for for IN work_w42xlvpc3nagplvbetz6f74zyy 24 6 Computational Computational NNP work_w42xlvpc3nagplvbetz6f74zyy 24 7 Linguistics Linguistics NNP work_w42xlvpc3nagplvbetz6f74zyy 24 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 25 1 Distributed distribute VBN work_w42xlvpc3nagplvbetz6f74zyy 25 2 under under IN work_w42xlvpc3nagplvbetz6f74zyy 25 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 25 4 CC cc NN work_w42xlvpc3nagplvbetz6f74zyy 25 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 25 6 BY BY NNP work_w42xlvpc3nagplvbetz6f74zyy 25 7 4.0 4.0 CD work_w42xlvpc3nagplvbetz6f74zyy 25 8 license license NN work_w42xlvpc3nagplvbetz6f74zyy 25 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 26 1 indentation indentation NN work_w42xlvpc3nagplvbetz6f74zyy 26 2 in in IN work_w42xlvpc3nagplvbetz6f74zyy 26 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 26 4 programming programming NN work_w42xlvpc3nagplvbetz6f74zyy 26 5 language language NN work_w42xlvpc3nagplvbetz6f74zyy 26 6 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 26 7 Karpathy Karpathy NNP work_w42xlvpc3nagplvbetz6f74zyy 26 8 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 26 9 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 26 10 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 26 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 26 12 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 26 13 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 26 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 27 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 27 2 goal goal NN work_w42xlvpc3nagplvbetz6f74zyy 27 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 27 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 27 5 present present JJ work_w42xlvpc3nagplvbetz6f74zyy 27 6 work work NN work_w42xlvpc3nagplvbetz6f74zyy 27 7 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 27 8 to to TO work_w42xlvpc3nagplvbetz6f74zyy 27 9 probe probe VB work_w42xlvpc3nagplvbetz6f74zyy 27 10 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 27 11 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 27 12 to to TO work_w42xlvpc3nagplvbetz6f74zyy 27 13 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 27 14 natural natural JJ work_w42xlvpc3nagplvbetz6f74zyy 27 15 language language NN work_w42xlvpc3nagplvbetz6f74zyy 27 16 hierarchical hierarchical NNP work_w42xlvpc3nagplvbetz6f74zyy 27 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 27 18 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 27 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 27 20 structures structure NNS work_w42xlvpc3nagplvbetz6f74zyy 27 21 from from IN work_w42xlvpc3nagplvbetz6f74zyy 27 22 a a DT work_w42xlvpc3nagplvbetz6f74zyy 27 23 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 27 24 without without IN work_w42xlvpc3nagplvbetz6f74zyy 27 25 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 27 26 annotations annotation NNS work_w42xlvpc3nagplvbetz6f74zyy 27 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 28 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 28 2 a a DT work_w42xlvpc3nagplvbetz6f74zyy 28 3 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 28 4 step step NN work_w42xlvpc3nagplvbetz6f74zyy 28 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 28 6 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 28 7 focus focus VBP work_w42xlvpc3nagplvbetz6f74zyy 28 8 on on IN work_w42xlvpc3nagplvbetz6f74zyy 28 9 a a DT work_w42xlvpc3nagplvbetz6f74zyy 28 10 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 28 11 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 28 12 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 28 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 28 14 commonly commonly RB work_w42xlvpc3nagplvbetz6f74zyy 28 15 regarded regard VBN work_w42xlvpc3nagplvbetz6f74zyy 28 16 as as IN work_w42xlvpc3nagplvbetz6f74zyy 28 17 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 28 18 for for IN work_w42xlvpc3nagplvbetz6f74zyy 28 19 hierarchical hierarchical JJ work_w42xlvpc3nagplvbetz6f74zyy 28 20 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 28 21 in in IN work_w42xlvpc3nagplvbetz6f74zyy 28 22 human human JJ work_w42xlvpc3nagplvbetz6f74zyy 28 23 language language NN work_w42xlvpc3nagplvbetz6f74zyy 28 24 : : : work_w42xlvpc3nagplvbetz6f74zyy 28 25 English english JJ work_w42xlvpc3nagplvbetz6f74zyy 28 26 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 28 27 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 28 28 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 28 29 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 28 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 28 31 the the DT work_w42xlvpc3nagplvbetz6f74zyy 28 32 phenomenon phenomenon NN work_w42xlvpc3nagplvbetz6f74zyy 28 33 in in IN work_w42xlvpc3nagplvbetz6f74zyy 28 34 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 28 35 the the DT work_w42xlvpc3nagplvbetz6f74zyy 28 36 form form NN work_w42xlvpc3nagplvbetz6f74zyy 28 37 of of IN work_w42xlvpc3nagplvbetz6f74zyy 28 38 a a DT work_w42xlvpc3nagplvbetz6f74zyy 28 39 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 28 40 depends depend VBZ work_w42xlvpc3nagplvbetz6f74zyy 28 41 on on IN work_w42xlvpc3nagplvbetz6f74zyy 28 42 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 28 43 the the DT work_w42xlvpc3nagplvbetz6f74zyy 28 44 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 28 45 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 28 46 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 28 47 or or CC work_w42xlvpc3nagplvbetz6f74zyy 28 48 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 28 49 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 28 50 the the DT work_w42xlvpc3nagplvbetz6f74zyy 28 51 kids kid NNS work_w42xlvpc3nagplvbetz6f74zyy 28 52 play play VBP work_w42xlvpc3nagplvbetz6f74zyy 28 53 but but CC work_w42xlvpc3nagplvbetz6f74zyy 28 54 the the DT work_w42xlvpc3nagplvbetz6f74zyy 28 55 kid kid NN work_w42xlvpc3nagplvbetz6f74zyy 28 56 plays play VBZ work_w42xlvpc3nagplvbetz6f74zyy 28 57 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 28 58 see see VB work_w42xlvpc3nagplvbetz6f74zyy 28 59 additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 28 60 details detail NNS work_w42xlvpc3nagplvbetz6f74zyy 28 61 in in IN work_w42xlvpc3nagplvbetz6f74zyy 28 62 Section Section NNP work_w42xlvpc3nagplvbetz6f74zyy 28 63 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 28 64 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 28 65 . . . work_w42xlvpc3nagplvbetz6f74zyy 29 1 If if IN work_w42xlvpc3nagplvbetz6f74zyy 29 2 an an DT work_w42xlvpc3nagplvbetz6f74zyy 29 3 RNN RNN NNP work_w42xlvpc3nagplvbetz6f74zyy 29 4 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 29 5 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 29 6 model model NN work_w42xlvpc3nagplvbetz6f74zyy 29 7 succeeded succeed VBN work_w42xlvpc3nagplvbetz6f74zyy 29 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 29 9 learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 29 10 this this DT work_w42xlvpc3nagplvbetz6f74zyy 29 11 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 29 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 29 13 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 29 14 would would MD work_w42xlvpc3nagplvbetz6f74zyy 29 15 indicate indicate VB work_w42xlvpc3nagplvbetz6f74zyy 29 16 that that IN work_w42xlvpc3nagplvbetz6f74zyy 29 17 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 29 18 can can MD work_w42xlvpc3nagplvbetz6f74zyy 29 19 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 29 20 to to TO work_w42xlvpc3nagplvbetz6f74zyy 29 21 approximate approximate VB work_w42xlvpc3nagplvbetz6f74zyy 29 22 or or CC work_w42xlvpc3nagplvbetz6f74zyy 29 23 even even RB work_w42xlvpc3nagplvbetz6f74zyy 29 24 faithfully faithfully RB work_w42xlvpc3nagplvbetz6f74zyy 29 25 implement implement VB work_w42xlvpc3nagplvbetz6f74zyy 29 26 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 29 27 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 29 28 . . . work_w42xlvpc3nagplvbetz6f74zyy 30 1 Our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 30 2 main main JJ work_w42xlvpc3nagplvbetz6f74zyy 30 3 interest interest NN work_w42xlvpc3nagplvbetz6f74zyy 30 4 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 30 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 30 6 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 30 7 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 30 8 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 30 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 30 10 capacity capacity NN work_w42xlvpc3nagplvbetz6f74zyy 30 11 to to TO work_w42xlvpc3nagplvbetz6f74zyy 30 12 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 30 13 structural structural JJ work_w42xlvpc3nagplvbetz6f74zyy 30 14 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 30 15 from from IN work_w42xlvpc3nagplvbetz6f74zyy 30 16 a a DT work_w42xlvpc3nagplvbetz6f74zyy 30 17 nat- nat- JJ work_w42xlvpc3nagplvbetz6f74zyy 30 18 ural ural JJ work_w42xlvpc3nagplvbetz6f74zyy 30 19 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 30 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 31 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 31 2 therefore therefore RB work_w42xlvpc3nagplvbetz6f74zyy 31 3 begin begin VBP work_w42xlvpc3nagplvbetz6f74zyy 31 4 by by IN work_w42xlvpc3nagplvbetz6f74zyy 31 5 addressing address VBG work_w42xlvpc3nagplvbetz6f74zyy 31 6 this this DT work_w42xlvpc3nagplvbetz6f74zyy 31 7 question question NN work_w42xlvpc3nagplvbetz6f74zyy 31 8 under under IN work_w42xlvpc3nagplvbetz6f74zyy 31 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 31 10 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 31 11 favorable favorable JJ work_w42xlvpc3nagplvbetz6f74zyy 31 12 conditions condition NNS work_w42xlvpc3nagplvbetz6f74zyy 31 13 : : : work_w42xlvpc3nagplvbetz6f74zyy 31 14 train- train- NN work_w42xlvpc3nagplvbetz6f74zyy 31 15 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 31 16 with with IN work_w42xlvpc3nagplvbetz6f74zyy 31 17 explicit explicit JJ work_w42xlvpc3nagplvbetz6f74zyy 31 18 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 31 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 32 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 32 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 32 3 setting setting NN work_w42xlvpc3nagplvbetz6f74zyy 32 4 with with IN work_w42xlvpc3nagplvbetz6f74zyy 32 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 32 6 strongest strong JJS work_w42xlvpc3nagplvbetz6f74zyy 32 7 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 32 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 32 9 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 32 10 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 32 11 refer refer VBP work_w42xlvpc3nagplvbetz6f74zyy 32 12 to to IN work_w42xlvpc3nagplvbetz6f74zyy 32 13 as as IN work_w42xlvpc3nagplvbetz6f74zyy 32 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 32 15 num- num- NNP work_w42xlvpc3nagplvbetz6f74zyy 32 16 ber ber NNP work_w42xlvpc3nagplvbetz6f74zyy 32 17 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 32 18 task task NN work_w42xlvpc3nagplvbetz6f74zyy 32 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 32 20 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 32 21 train train VBP work_w42xlvpc3nagplvbetz6f74zyy 32 22 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 32 23 directly directly RB work_w42xlvpc3nagplvbetz6f74zyy 32 24 on on IN work_w42xlvpc3nagplvbetz6f74zyy 32 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 32 26 task task NN work_w42xlvpc3nagplvbetz6f74zyy 32 27 of of IN work_w42xlvpc3nagplvbetz6f74zyy 32 28 guessing guess VBG work_w42xlvpc3nagplvbetz6f74zyy 32 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 32 30 number number NN work_w42xlvpc3nagplvbetz6f74zyy 32 31 of of IN work_w42xlvpc3nagplvbetz6f74zyy 32 32 a a DT work_w42xlvpc3nagplvbetz6f74zyy 32 33 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 32 34 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 32 35 on on IN work_w42xlvpc3nagplvbetz6f74zyy 32 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 32 37 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 32 38 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 32 39 preceded precede VBD work_w42xlvpc3nagplvbetz6f74zyy 32 40 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 32 41 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 32 42 Sections section NNS work_w42xlvpc3nagplvbetz6f74zyy 32 43 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 32 44 and and CC work_w42xlvpc3nagplvbetz6f74zyy 32 45 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 32 46 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 32 47 . . . work_w42xlvpc3nagplvbetz6f74zyy 33 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 33 2 further further JJ work_w42xlvpc3nagplvbetz6f74zyy 33 3 experiment experiment NN work_w42xlvpc3nagplvbetz6f74zyy 33 4 with with IN work_w42xlvpc3nagplvbetz6f74zyy 33 5 a a DT work_w42xlvpc3nagplvbetz6f74zyy 33 6 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 33 7 judgment judgment NN work_w42xlvpc3nagplvbetz6f74zyy 33 8 training training NN work_w42xlvpc3nagplvbetz6f74zyy 33 9 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 33 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 33 11 in in IN work_w42xlvpc3nagplvbetz6f74zyy 33 12 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 33 13 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 33 14 provide provide VBP work_w42xlvpc3nagplvbetz6f74zyy 33 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 33 16 model model NN work_w42xlvpc3nagplvbetz6f74zyy 33 17 with with IN work_w42xlvpc3nagplvbetz6f74zyy 33 18 full full JJ work_w42xlvpc3nagplvbetz6f74zyy 33 19 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 33 20 an- an- RB work_w42xlvpc3nagplvbetz6f74zyy 33 21 notated notate VBN work_w42xlvpc3nagplvbetz6f74zyy 33 22 as as IN work_w42xlvpc3nagplvbetz6f74zyy 33 23 to to IN work_w42xlvpc3nagplvbetz6f74zyy 33 24 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 33 25 or or CC work_w42xlvpc3nagplvbetz6f74zyy 33 26 not not RB work_w42xlvpc3nagplvbetz6f74zyy 33 27 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 33 28 violate violate VBP work_w42xlvpc3nagplvbetz6f74zyy 33 29 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 33 30 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 33 31 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 33 32 number number NN work_w42xlvpc3nagplvbetz6f74zyy 33 33 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 33 34 , , , work_w42xlvpc3nagplvbetz6f74zyy 33 35 without without IN work_w42xlvpc3nagplvbetz6f74zyy 33 36 an an DT work_w42xlvpc3nagplvbetz6f74zyy 33 37 indication indication NN work_w42xlvpc3nagplvbetz6f74zyy 33 38 of of IN work_w42xlvpc3nagplvbetz6f74zyy 33 39 the the DT work_w42xlvpc3nagplvbetz6f74zyy 33 40 locus locus NN work_w42xlvpc3nagplvbetz6f74zyy 33 41 of of IN work_w42xlvpc3nagplvbetz6f74zyy 33 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 33 43 violation violation NN work_w42xlvpc3nagplvbetz6f74zyy 33 44 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 33 45 Section section NN work_w42xlvpc3nagplvbetz6f74zyy 33 46 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 33 47 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 33 48 . . . work_w42xlvpc3nagplvbetz6f74zyy 34 1 Finally finally RB work_w42xlvpc3nagplvbetz6f74zyy 34 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 34 3 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 34 4 trained train VBD work_w42xlvpc3nagplvbetz6f74zyy 34 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 34 6 model model NN work_w42xlvpc3nagplvbetz6f74zyy 34 7 without without IN work_w42xlvpc3nagplvbetz6f74zyy 34 8 any any DT work_w42xlvpc3nagplvbetz6f74zyy 34 9 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 34 10 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 34 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 34 12 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 34 13 a a DT work_w42xlvpc3nagplvbetz6f74zyy 34 14 language language NN work_w42xlvpc3nagplvbetz6f74zyy 34 15 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 34 16 objective objective JJ work_w42xlvpc3nagplvbetz6f74zyy 34 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 34 18 predicting predict VBG work_w42xlvpc3nagplvbetz6f74zyy 34 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 34 20 next next JJ work_w42xlvpc3nagplvbetz6f74zyy 34 21 word word NN work_w42xlvpc3nagplvbetz6f74zyy 34 22 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 34 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 35 1 Our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 35 2 quantitative quantitative JJ work_w42xlvpc3nagplvbetz6f74zyy 35 3 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 35 4 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 35 5 Section section NN work_w42xlvpc3nagplvbetz6f74zyy 35 6 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 35 7 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 35 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 35 9 qualitative qualitative JJ work_w42xlvpc3nagplvbetz6f74zyy 35 10 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 35 11 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 35 12 Section section NN work_w42xlvpc3nagplvbetz6f74zyy 35 13 7 7 CD work_w42xlvpc3nagplvbetz6f74zyy 35 14 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 35 15 indicate indicate VBP work_w42xlvpc3nagplvbetz6f74zyy 35 16 that that IN work_w42xlvpc3nagplvbetz6f74zyy 35 17 most most JJS work_w42xlvpc3nagplvbetz6f74zyy 35 18 naturally naturally RB work_w42xlvpc3nagplvbetz6f74zyy 35 19 oc- oc- XX work_w42xlvpc3nagplvbetz6f74zyy 35 20 curring curre VBG work_w42xlvpc3nagplvbetz6f74zyy 35 21 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 35 22 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 35 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 35 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 35 25 Wikipedia Wikipedia NNP work_w42xlvpc3nagplvbetz6f74zyy 35 26 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 35 27 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 35 28 easy easy JJ work_w42xlvpc3nagplvbetz6f74zyy 35 29 : : : work_w42xlvpc3nagplvbetz6f74zyy 35 30 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 35 31 can can MD work_w42xlvpc3nagplvbetz6f74zyy 35 32 be be VB work_w42xlvpc3nagplvbetz6f74zyy 35 33 resolved resolve VBN work_w42xlvpc3nagplvbetz6f74zyy 35 34 without without IN work_w42xlvpc3nagplvbetz6f74zyy 35 35 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 35 36 informa- informa- NNP work_w42xlvpc3nagplvbetz6f74zyy 35 37 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 35 38 , , , work_w42xlvpc3nagplvbetz6f74zyy 35 39 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 35 40 only only RB work_w42xlvpc3nagplvbetz6f74zyy 35 41 on on IN work_w42xlvpc3nagplvbetz6f74zyy 35 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 35 43 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 35 44 of of IN work_w42xlvpc3nagplvbetz6f74zyy 35 45 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 35 46 preceding precede VBG work_w42xlvpc3nagplvbetz6f74zyy 35 47 the the DT work_w42xlvpc3nagplvbetz6f74zyy 35 48 verb verb NNP work_w42xlvpc3nagplvbetz6f74zyy 35 49 . . . work_w42xlvpc3nagplvbetz6f74zyy 36 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 36 2 leads lead VBZ work_w42xlvpc3nagplvbetz6f74zyy 36 3 to to IN work_w42xlvpc3nagplvbetz6f74zyy 36 4 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 36 5 overall overall JJ work_w42xlvpc3nagplvbetz6f74zyy 36 6 accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 36 7 in in IN work_w42xlvpc3nagplvbetz6f74zyy 36 8 all all DT work_w42xlvpc3nagplvbetz6f74zyy 36 9 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 36 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 37 1 Most Most JJS work_w42xlvpc3nagplvbetz6f74zyy 37 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 37 3 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 37 4 experiments experiment NNS work_w42xlvpc3nagplvbetz6f74zyy 37 5 focus focus VBP work_w42xlvpc3nagplvbetz6f74zyy 37 6 on on IN work_w42xlvpc3nagplvbetz6f74zyy 37 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 37 8 super- super- NNP work_w42xlvpc3nagplvbetz6f74zyy 37 9 vised vise VBN work_w42xlvpc3nagplvbetz6f74zyy 37 10 number number NNP work_w42xlvpc3nagplvbetz6f74zyy 37 11 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 37 12 model model NN work_w42xlvpc3nagplvbetz6f74zyy 37 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 38 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 38 2 accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 38 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 38 4 this this DT work_w42xlvpc3nagplvbetz6f74zyy 38 5 model model NN work_w42xlvpc3nagplvbetz6f74zyy 38 6 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 38 7 lower low JJR work_w42xlvpc3nagplvbetz6f74zyy 38 8 on on IN work_w42xlvpc3nagplvbetz6f74zyy 38 9 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 38 10 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 38 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 38 12 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 38 13 require require VBP work_w42xlvpc3nagplvbetz6f74zyy 38 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 38 15 model model NN work_w42xlvpc3nagplvbetz6f74zyy 38 16 to to TO work_w42xlvpc3nagplvbetz6f74zyy 38 17 encode encode VB work_w42xlvpc3nagplvbetz6f74zyy 38 18 or or CC work_w42xlvpc3nagplvbetz6f74zyy 38 19 approximate approximate JJ work_w42xlvpc3nagplvbetz6f74zyy 38 20 structural structural JJ work_w42xlvpc3nagplvbetz6f74zyy 38 21 informa- informa- JJ work_w42xlvpc3nagplvbetz6f74zyy 38 22 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 38 23 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 38 24 nevertheless nevertheless RB work_w42xlvpc3nagplvbetz6f74zyy 38 25 , , , work_w42xlvpc3nagplvbetz6f74zyy 38 26 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 38 27 succeeded succeed VBD work_w42xlvpc3nagplvbetz6f74zyy 38 28 in in IN work_w42xlvpc3nagplvbetz6f74zyy 38 29 recovering recover VBG work_w42xlvpc3nagplvbetz6f74zyy 38 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 38 31 ma- ma- JJ work_w42xlvpc3nagplvbetz6f74zyy 38 32 jority jority NN work_w42xlvpc3nagplvbetz6f74zyy 38 33 of of IN work_w42xlvpc3nagplvbetz6f74zyy 38 34 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 38 35 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 38 36 even even RB work_w42xlvpc3nagplvbetz6f74zyy 38 37 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 38 38 four four CD work_w42xlvpc3nagplvbetz6f74zyy 38 39 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 38 40 of of IN work_w42xlvpc3nagplvbetz6f74zyy 38 41 the the DT work_w42xlvpc3nagplvbetz6f74zyy 38 42 opposite opposite JJ work_w42xlvpc3nagplvbetz6f74zyy 38 43 number number NN work_w42xlvpc3nagplvbetz6f74zyy 38 44 intervened intervene VBN work_w42xlvpc3nagplvbetz6f74zyy 38 45 between between IN work_w42xlvpc3nagplvbetz6f74zyy 38 46 the the DT work_w42xlvpc3nagplvbetz6f74zyy 38 47 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 38 48 and and CC work_w42xlvpc3nagplvbetz6f74zyy 38 49 the the DT work_w42xlvpc3nagplvbetz6f74zyy 38 50 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 38 51 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 38 52 17 17 CD work_w42xlvpc3nagplvbetz6f74zyy 38 53 % % NN work_w42xlvpc3nagplvbetz6f74zyy 38 54 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 38 55 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 38 56 . . . work_w42xlvpc3nagplvbetz6f74zyy 39 1 Baseline baseline JJ work_w42xlvpc3nagplvbetz6f74zyy 39 2 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 39 3 failed fail VBD work_w42xlvpc3nagplvbetz6f74zyy 39 4 spec- spec- NNP work_w42xlvpc3nagplvbetz6f74zyy 39 5 tacularly tacularly RB work_w42xlvpc3nagplvbetz6f74zyy 39 6 on on IN work_w42xlvpc3nagplvbetz6f74zyy 39 7 these these DT work_w42xlvpc3nagplvbetz6f74zyy 39 8 hard hard JJ work_w42xlvpc3nagplvbetz6f74zyy 39 9 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 39 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 39 11 performing perform VBG work_w42xlvpc3nagplvbetz6f74zyy 39 12 far far RB work_w42xlvpc3nagplvbetz6f74zyy 39 13 below below IN work_w42xlvpc3nagplvbetz6f74zyy 39 14 chance chance NN work_w42xlvpc3nagplvbetz6f74zyy 39 15 levels level NNS work_w42xlvpc3nagplvbetz6f74zyy 39 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 40 1 Fine fine RB work_w42xlvpc3nagplvbetz6f74zyy 40 2 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 40 3 grained grain VBN work_w42xlvpc3nagplvbetz6f74zyy 40 4 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 40 5 revealed reveal VBD work_w42xlvpc3nagplvbetz6f74zyy 40 6 that that IN work_w42xlvpc3nagplvbetz6f74zyy 40 7 mistakes mistake NNS work_w42xlvpc3nagplvbetz6f74zyy 40 8 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 40 9 much much RB work_w42xlvpc3nagplvbetz6f74zyy 40 10 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 40 11 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 40 12 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 40 13 no no DT work_w42xlvpc3nagplvbetz6f74zyy 40 14 overt overt JJ work_w42xlvpc3nagplvbetz6f74zyy 40 15 cues cue NNS work_w42xlvpc3nagplvbetz6f74zyy 40 16 to to IN work_w42xlvpc3nagplvbetz6f74zyy 40 17 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 40 18 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 40 19 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 40 20 in in IN work_w42xlvpc3nagplvbetz6f74zyy 40 21 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 40 22 function function NN work_w42xlvpc3nagplvbetz6f74zyy 40 23 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 40 24 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 40 25 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 40 26 available available JJ work_w42xlvpc3nagplvbetz6f74zyy 40 27 , , , work_w42xlvpc3nagplvbetz6f74zyy 40 28 as as IN work_w42xlvpc3nagplvbetz6f74zyy 40 29 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 40 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 40 31 case case NN work_w42xlvpc3nagplvbetz6f74zyy 40 32 in in IN work_w42xlvpc3nagplvbetz6f74zyy 40 33 noun noun NNP work_w42xlvpc3nagplvbetz6f74zyy 40 34 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 40 35 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 40 36 compounds compound NNS work_w42xlvpc3nagplvbetz6f74zyy 40 37 and and CC work_w42xlvpc3nagplvbetz6f74zyy 40 38 reduced reduce VBN work_w42xlvpc3nagplvbetz6f74zyy 40 39 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 40 40 clauses clause NNS work_w42xlvpc3nagplvbetz6f74zyy 40 41 . . . work_w42xlvpc3nagplvbetz6f74zyy 41 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 41 2 indicates indicate VBZ work_w42xlvpc3nagplvbetz6f74zyy 41 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 41 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 41 5 number number NN work_w42xlvpc3nagplvbetz6f74zyy 41 6 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 41 7 model model NN work_w42xlvpc3nagplvbetz6f74zyy 41 8 indeed indeed RB work_w42xlvpc3nagplvbetz6f74zyy 41 9 managed manage VBD work_w42xlvpc3nagplvbetz6f74zyy 41 10 to to TO work_w42xlvpc3nagplvbetz6f74zyy 41 11 capture capture VB work_w42xlvpc3nagplvbetz6f74zyy 41 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 41 13 decent decent JJ work_w42xlvpc3nagplvbetz6f74zyy 41 14 amount amount NN work_w42xlvpc3nagplvbetz6f74zyy 41 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 41 16 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 41 17 knowledge knowledge NN work_w42xlvpc3nagplvbetz6f74zyy 41 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 41 19 but but CC work_w42xlvpc3nagplvbetz6f74zyy 41 20 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 41 21 overly overly RB work_w42xlvpc3nagplvbetz6f74zyy 41 22 reliant reliant JJ work_w42xlvpc3nagplvbetz6f74zyy 41 23 on on IN work_w42xlvpc3nagplvbetz6f74zyy 41 24 function function NN work_w42xlvpc3nagplvbetz6f74zyy 41 25 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 41 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 42 1 Error error NN work_w42xlvpc3nagplvbetz6f74zyy 42 2 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 42 3 increased increase VBD work_w42xlvpc3nagplvbetz6f74zyy 42 4 only only RB work_w42xlvpc3nagplvbetz6f74zyy 42 5 mildly mildly RB work_w42xlvpc3nagplvbetz6f74zyy 42 6 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 42 7 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 42 8 switched switch VBD work_w42xlvpc3nagplvbetz6f74zyy 42 9 to to IN work_w42xlvpc3nagplvbetz6f74zyy 42 10 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 42 11 indirect indirect JJ work_w42xlvpc3nagplvbetz6f74zyy 42 12 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 42 13 consisting consist VBG work_w42xlvpc3nagplvbetz6f74zyy 42 14 only only RB work_w42xlvpc3nagplvbetz6f74zyy 42 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 42 16 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 42 17 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 42 18 level level NN work_w42xlvpc3nagplvbetz6f74zyy 42 19 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 42 20 annotations annotation NNS work_w42xlvpc3nagplvbetz6f74zyy 42 21 without without IN work_w42xlvpc3nagplvbetz6f74zyy 42 22 an an DT work_w42xlvpc3nagplvbetz6f74zyy 42 23 indication indication NN work_w42xlvpc3nagplvbetz6f74zyy 42 24 of of IN work_w42xlvpc3nagplvbetz6f74zyy 42 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 42 26 crucial crucial JJ work_w42xlvpc3nagplvbetz6f74zyy 42 27 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 42 28 . . . work_w42xlvpc3nagplvbetz6f74zyy 43 1 By by IN work_w42xlvpc3nagplvbetz6f74zyy 43 2 contrast contrast NN work_w42xlvpc3nagplvbetz6f74zyy 43 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 43 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 43 5 language language NN work_w42xlvpc3nagplvbetz6f74zyy 43 6 model model NN work_w42xlvpc3nagplvbetz6f74zyy 43 7 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 43 8 without without IN work_w42xlvpc3nagplvbetz6f74zyy 43 9 explicit explicit NNP work_w42xlvpc3nagplvbetz6f74zyy 43 10 grammati- grammati- NNP work_w42xlvpc3nagplvbetz6f74zyy 43 11 cal cal NNP work_w42xlvpc3nagplvbetz6f74zyy 43 12 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 43 13 performed perform VBD work_w42xlvpc3nagplvbetz6f74zyy 43 14 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 43 15 than than IN work_w42xlvpc3nagplvbetz6f74zyy 43 16 chance chance NN work_w42xlvpc3nagplvbetz6f74zyy 43 17 on on IN work_w42xlvpc3nagplvbetz6f74zyy 43 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 43 19 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 43 20 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 43 21 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 43 22 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 43 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 44 1 Even even RB work_w42xlvpc3nagplvbetz6f74zyy 44 2 a a DT work_w42xlvpc3nagplvbetz6f74zyy 44 3 state state NN work_w42xlvpc3nagplvbetz6f74zyy 44 4 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 44 5 of- of- VBN work_w42xlvpc3nagplvbetz6f74zyy 44 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 44 7 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 44 8 art art NN work_w42xlvpc3nagplvbetz6f74zyy 44 9 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 44 10 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 44 11 scale scale NN work_w42xlvpc3nagplvbetz6f74zyy 44 12 language language NN work_w42xlvpc3nagplvbetz6f74zyy 44 13 model model NN work_w42xlvpc3nagplvbetz6f74zyy 44 14 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 44 15 Jozefowicz Jozefowicz NNP work_w42xlvpc3nagplvbetz6f74zyy 44 16 et et FW work_w42xlvpc3nagplvbetz6f74zyy 44 17 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 44 18 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 44 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 44 20 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 44 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 44 22 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 44 23 highly highly RB work_w42xlvpc3nagplvbetz6f74zyy 44 24 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 44 25 to to IN work_w42xlvpc3nagplvbetz6f74zyy 44 26 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 44 27 but but CC work_w42xlvpc3nagplvbetz6f74zyy 44 28 struc- struc- JJ work_w42xlvpc3nagplvbetz6f74zyy 44 29 turally turally RB work_w42xlvpc3nagplvbetz6f74zyy 44 30 irrelevant irrelevant JJ work_w42xlvpc3nagplvbetz6f74zyy 44 31 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 44 32 , , , work_w42xlvpc3nagplvbetz6f74zyy 44 33 making make VBG work_w42xlvpc3nagplvbetz6f74zyy 44 34 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 44 35 than than IN work_w42xlvpc3nagplvbetz6f74zyy 44 36 five five CD work_w42xlvpc3nagplvbetz6f74zyy 44 37 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 44 38 as as IN work_w42xlvpc3nagplvbetz6f74zyy 44 39 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 44 40 mistakes mistake NNS work_w42xlvpc3nagplvbetz6f74zyy 44 41 as as IN work_w42xlvpc3nagplvbetz6f74zyy 44 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 44 43 number number NN work_w42xlvpc3nagplvbetz6f74zyy 44 44 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 44 45 model model NN work_w42xlvpc3nagplvbetz6f74zyy 44 46 on on IN work_w42xlvpc3nagplvbetz6f74zyy 44 47 these these DT work_w42xlvpc3nagplvbetz6f74zyy 44 48 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 44 49 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 44 50 . . . work_w42xlvpc3nagplvbetz6f74zyy 45 1 These these DT work_w42xlvpc3nagplvbetz6f74zyy 45 2 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 45 3 suggest suggest VBP work_w42xlvpc3nagplvbetz6f74zyy 45 4 that that IN work_w42xlvpc3nagplvbetz6f74zyy 45 5 explicit explicit JJ work_w42xlvpc3nagplvbetz6f74zyy 45 6 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 45 7 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 45 8 necessary necessary JJ work_w42xlvpc3nagplvbetz6f74zyy 45 9 for for IN work_w42xlvpc3nagplvbetz6f74zyy 45 10 learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 45 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 45 12 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 45 13 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 45 14 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 45 15 this this DT work_w42xlvpc3nagplvbetz6f74zyy 45 16 architecture architecture NN work_w42xlvpc3nagplvbetz6f74zyy 45 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 45 18 limiting limit VBG work_w42xlvpc3nagplvbetz6f74zyy 45 19 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 45 20 plau- plau- JJ work_w42xlvpc3nagplvbetz6f74zyy 45 21 sibility sibility NN work_w42xlvpc3nagplvbetz6f74zyy 45 22 as as IN work_w42xlvpc3nagplvbetz6f74zyy 45 23 a a DT work_w42xlvpc3nagplvbetz6f74zyy 45 24 model model NN work_w42xlvpc3nagplvbetz6f74zyy 45 25 of of IN work_w42xlvpc3nagplvbetz6f74zyy 45 26 child child NN work_w42xlvpc3nagplvbetz6f74zyy 45 27 language language NN work_w42xlvpc3nagplvbetz6f74zyy 45 28 acquisition acquisition NN work_w42xlvpc3nagplvbetz6f74zyy 45 29 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 45 30 El- El- NNP work_w42xlvpc3nagplvbetz6f74zyy 45 31 man man NN work_w42xlvpc3nagplvbetz6f74zyy 45 32 , , , work_w42xlvpc3nagplvbetz6f74zyy 45 33 1990 1990 CD work_w42xlvpc3nagplvbetz6f74zyy 45 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 45 35 . . . work_w42xlvpc3nagplvbetz6f74zyy 46 1 From from IN work_w42xlvpc3nagplvbetz6f74zyy 46 2 a a DT work_w42xlvpc3nagplvbetz6f74zyy 46 3 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 46 4 applied applied JJ work_w42xlvpc3nagplvbetz6f74zyy 46 5 perspective perspective NN work_w42xlvpc3nagplvbetz6f74zyy 46 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 46 7 this this DT work_w42xlvpc3nagplvbetz6f74zyy 46 8 result result NN work_w42xlvpc3nagplvbetz6f74zyy 46 9 suggests suggest VBZ work_w42xlvpc3nagplvbetz6f74zyy 46 10 that that IN work_w42xlvpc3nagplvbetz6f74zyy 46 11 for for IN work_w42xlvpc3nagplvbetz6f74zyy 46 12 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 46 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 46 14 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 46 15 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 46 16 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 46 17 desirable desirable JJ work_w42xlvpc3nagplvbetz6f74zyy 46 18 to to TO work_w42xlvpc3nagplvbetz6f74zyy 46 19 capture capture VB work_w42xlvpc3nagplvbetz6f74zyy 46 20 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 46 21 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 46 22 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 46 23 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 46 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 46 25 machine machine NN work_w42xlvpc3nagplvbetz6f74zyy 46 26 trans- trans- JJ work_w42xlvpc3nagplvbetz6f74zyy 46 27 lation lation NN work_w42xlvpc3nagplvbetz6f74zyy 46 28 or or CC work_w42xlvpc3nagplvbetz6f74zyy 46 29 language language NN work_w42xlvpc3nagplvbetz6f74zyy 46 30 generation generation NN work_w42xlvpc3nagplvbetz6f74zyy 46 31 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 46 32 , , , work_w42xlvpc3nagplvbetz6f74zyy 46 33 language language NN work_w42xlvpc3nagplvbetz6f74zyy 46 34 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 46 35 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 46 36 should should MD work_w42xlvpc3nagplvbetz6f74zyy 46 37 be be VB work_w42xlvpc3nagplvbetz6f74zyy 46 38 supplemented supplement VBN work_w42xlvpc3nagplvbetz6f74zyy 46 39 by by IN work_w42xlvpc3nagplvbetz6f74zyy 46 40 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 46 41 signals signal NNS work_w42xlvpc3nagplvbetz6f74zyy 46 42 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 46 43 directly directly RB work_w42xlvpc3nagplvbetz6f74zyy 46 44 capture capture VBP work_w42xlvpc3nagplvbetz6f74zyy 46 45 the the DT work_w42xlvpc3nagplvbetz6f74zyy 46 46 desired desire VBN work_w42xlvpc3nagplvbetz6f74zyy 46 47 behavior behavior NN work_w42xlvpc3nagplvbetz6f74zyy 46 48 . . . work_w42xlvpc3nagplvbetz6f74zyy 47 1 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 47 2 Background Background NNP work_w42xlvpc3nagplvbetz6f74zyy 47 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 47 4 Subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 47 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 47 6 Verb Verb NNP work_w42xlvpc3nagplvbetz6f74zyy 47 7 Agreement Agreement NNP work_w42xlvpc3nagplvbetz6f74zyy 47 8 as as IN work_w42xlvpc3nagplvbetz6f74zyy 47 9 Evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 47 10 for for IN work_w42xlvpc3nagplvbetz6f74zyy 47 11 Syntactic Syntactic NNP work_w42xlvpc3nagplvbetz6f74zyy 47 12 Structure Structure NNP work_w42xlvpc3nagplvbetz6f74zyy 47 13 The the DT work_w42xlvpc3nagplvbetz6f74zyy 47 14 form form NN work_w42xlvpc3nagplvbetz6f74zyy 47 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 47 16 an an DT work_w42xlvpc3nagplvbetz6f74zyy 47 17 English english JJ work_w42xlvpc3nagplvbetz6f74zyy 47 18 third third JJ work_w42xlvpc3nagplvbetz6f74zyy 47 19 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 47 20 person person NN work_w42xlvpc3nagplvbetz6f74zyy 47 21 present present JJ work_w42xlvpc3nagplvbetz6f74zyy 47 22 tense tense JJ work_w42xlvpc3nagplvbetz6f74zyy 47 23 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 47 24 depends depend VBZ work_w42xlvpc3nagplvbetz6f74zyy 47 25 on on IN work_w42xlvpc3nagplvbetz6f74zyy 47 26 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 47 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 47 28 head head NN work_w42xlvpc3nagplvbetz6f74zyy 47 29 of of IN work_w42xlvpc3nagplvbetz6f74zyy 47 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 47 31 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 47 32 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 47 33 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 47 34 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 47 35 or or CC work_w42xlvpc3nagplvbetz6f74zyy 47 36 singular:2 singular:2 NNP work_w42xlvpc3nagplvbetz6f74zyy 47 37 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 47 38 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 47 39 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 47 40 a. a. NN work_w42xlvpc3nagplvbetz6f74zyy 48 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 48 2 key key NN work_w42xlvpc3nagplvbetz6f74zyy 48 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 48 4 on on IN work_w42xlvpc3nagplvbetz6f74zyy 48 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 48 6 table table NN work_w42xlvpc3nagplvbetz6f74zyy 48 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 49 1 b. b. NNP work_w42xlvpc3nagplvbetz6f74zyy 50 1 * * NFP work_w42xlvpc3nagplvbetz6f74zyy 50 2 The the DT work_w42xlvpc3nagplvbetz6f74zyy 50 3 key key NN work_w42xlvpc3nagplvbetz6f74zyy 50 4 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 50 5 on on IN work_w42xlvpc3nagplvbetz6f74zyy 50 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 50 7 table table NN work_w42xlvpc3nagplvbetz6f74zyy 50 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 51 1 c. c. NNP work_w42xlvpc3nagplvbetz6f74zyy 51 2 * * NFP work_w42xlvpc3nagplvbetz6f74zyy 51 3 The the DT work_w42xlvpc3nagplvbetz6f74zyy 51 4 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 51 5 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 51 6 on on IN work_w42xlvpc3nagplvbetz6f74zyy 51 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 51 8 table table NN work_w42xlvpc3nagplvbetz6f74zyy 51 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 52 1 d. d. NNP work_w42xlvpc3nagplvbetz6f74zyy 52 2 The the DT work_w42xlvpc3nagplvbetz6f74zyy 52 3 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 52 4 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 52 5 on on IN work_w42xlvpc3nagplvbetz6f74zyy 52 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 52 7 table table NN work_w42xlvpc3nagplvbetz6f74zyy 52 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 53 1 While while IN work_w42xlvpc3nagplvbetz6f74zyy 53 2 in in IN work_w42xlvpc3nagplvbetz6f74zyy 53 3 these these DT work_w42xlvpc3nagplvbetz6f74zyy 53 4 examples example NNS work_w42xlvpc3nagplvbetz6f74zyy 53 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 53 6 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 53 7 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 53 8 head head NN work_w42xlvpc3nagplvbetz6f74zyy 53 9 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 53 10 adjacent adjacent JJ work_w42xlvpc3nagplvbetz6f74zyy 53 11 to to IN work_w42xlvpc3nagplvbetz6f74zyy 53 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 53 13 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 53 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 53 15 in in IN work_w42xlvpc3nagplvbetz6f74zyy 53 16 general general JJ work_w42xlvpc3nagplvbetz6f74zyy 53 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 53 18 two two CD work_w42xlvpc3nagplvbetz6f74zyy 53 19 can can MD work_w42xlvpc3nagplvbetz6f74zyy 53 20 be be VB work_w42xlvpc3nagplvbetz6f74zyy 53 21 separated separate VBN work_w42xlvpc3nagplvbetz6f74zyy 53 22 by by IN work_w42xlvpc3nagplvbetz6f74zyy 53 23 some some DT work_w42xlvpc3nagplvbetz6f74zyy 53 24 sentential sentential JJ work_w42xlvpc3nagplvbetz6f74zyy 53 25 material:3 material:3 NNP work_w42xlvpc3nagplvbetz6f74zyy 53 26 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 53 27 Identifying identify VBG work_w42xlvpc3nagplvbetz6f74zyy 53 28 the the DT work_w42xlvpc3nagplvbetz6f74zyy 53 29 head head NN work_w42xlvpc3nagplvbetz6f74zyy 53 30 of of IN work_w42xlvpc3nagplvbetz6f74zyy 53 31 the the DT work_w42xlvpc3nagplvbetz6f74zyy 53 32 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 53 33 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 53 34 typically typically RB work_w42xlvpc3nagplvbetz6f74zyy 53 35 straightfor- straightfor- JJ work_w42xlvpc3nagplvbetz6f74zyy 53 36 ward ward NNP work_w42xlvpc3nagplvbetz6f74zyy 53 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 54 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 54 2 what what WP work_w42xlvpc3nagplvbetz6f74zyy 54 3 follows follow VBZ work_w42xlvpc3nagplvbetz6f74zyy 54 4 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 54 5 will will MD work_w42xlvpc3nagplvbetz6f74zyy 54 6 use use VB work_w42xlvpc3nagplvbetz6f74zyy 54 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 54 8 shorthand shorthand NN work_w42xlvpc3nagplvbetz6f74zyy 54 9 “ " `` work_w42xlvpc3nagplvbetz6f74zyy 54 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 54 11 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 54 12 ” " '' work_w42xlvpc3nagplvbetz6f74zyy 54 13 to to TO work_w42xlvpc3nagplvbetz6f74zyy 54 14 refer refer VB work_w42xlvpc3nagplvbetz6f74zyy 54 15 to to IN work_w42xlvpc3nagplvbetz6f74zyy 54 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 54 17 head head NN work_w42xlvpc3nagplvbetz6f74zyy 54 18 of of IN work_w42xlvpc3nagplvbetz6f74zyy 54 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 54 20 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 54 21 . . . work_w42xlvpc3nagplvbetz6f74zyy 55 1 3In 3in LS work_w42xlvpc3nagplvbetz6f74zyy 55 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 55 3 examples example NNS work_w42xlvpc3nagplvbetz6f74zyy 55 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 55 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 55 6 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 55 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 55 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 55 9 corresponding corresponding JJ work_w42xlvpc3nagplvbetz6f74zyy 55 10 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 55 11 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 55 12 marked mark VBN work_w42xlvpc3nagplvbetz6f74zyy 55 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 55 14 boldface boldface NN work_w42xlvpc3nagplvbetz6f74zyy 55 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 55 16 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 55 17 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 55 18 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 55 19 underlined underline VBN work_w42xlvpc3nagplvbetz6f74zyy 55 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 55 21 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 55 22 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 55 23 of of IN work_w42xlvpc3nagplvbetz6f74zyy 55 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 55 25 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 55 26 number number NN work_w42xlvpc3nagplvbetz6f74zyy 55 27 as as IN work_w42xlvpc3nagplvbetz6f74zyy 55 28 the the DT work_w42xlvpc3nagplvbetz6f74zyy 55 29 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 55 30 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 55 31 marked mark VBN work_w42xlvpc3nagplvbetz6f74zyy 55 32 in in IN work_w42xlvpc3nagplvbetz6f74zyy 55 33 italics italic NNS work_w42xlvpc3nagplvbetz6f74zyy 55 34 . . . work_w42xlvpc3nagplvbetz6f74zyy 56 1 Asterisks asterisks IN work_w42xlvpc3nagplvbetz6f74zyy 56 2 mark mark VBP work_w42xlvpc3nagplvbetz6f74zyy 56 3 unacceptable unacceptable JJ work_w42xlvpc3nagplvbetz6f74zyy 56 4 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 56 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 57 1 522 522 CD work_w42xlvpc3nagplvbetz6f74zyy 57 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 57 3 2 2 LS work_w42xlvpc3nagplvbetz6f74zyy 57 4 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 57 5 The the DT work_w42xlvpc3nagplvbetz6f74zyy 57 6 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 57 7 to to IN work_w42xlvpc3nagplvbetz6f74zyy 57 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 57 9 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 57 10 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 57 11 on on IN work_w42xlvpc3nagplvbetz6f74zyy 57 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 57 13 table table NN work_w42xlvpc3nagplvbetz6f74zyy 57 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 58 1 Given give VBN work_w42xlvpc3nagplvbetz6f74zyy 58 2 a a DT work_w42xlvpc3nagplvbetz6f74zyy 58 3 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 58 4 parse parse NN work_w42xlvpc3nagplvbetz6f74zyy 58 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 58 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 58 7 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 58 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 58 9 a a DT work_w42xlvpc3nagplvbetz6f74zyy 58 10 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 58 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 58 12 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 58 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 58 14 straightforward straightforward JJ work_w42xlvpc3nagplvbetz6f74zyy 58 15 to to TO work_w42xlvpc3nagplvbetz6f74zyy 58 16 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 58 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 58 18 head head NN work_w42xlvpc3nagplvbetz6f74zyy 58 19 of of IN work_w42xlvpc3nagplvbetz6f74zyy 58 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 58 21 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 58 22 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 58 23 corresponds correspond VBZ work_w42xlvpc3nagplvbetz6f74zyy 58 24 to to IN work_w42xlvpc3nagplvbetz6f74zyy 58 25 that that DT work_w42xlvpc3nagplvbetz6f74zyy 58 26 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 58 27 , , , work_w42xlvpc3nagplvbetz6f74zyy 58 28 and and CC work_w42xlvpc3nagplvbetz6f74zyy 58 29 use use VBP work_w42xlvpc3nagplvbetz6f74zyy 58 30 that that DT work_w42xlvpc3nagplvbetz6f74zyy 58 31 information information NN work_w42xlvpc3nagplvbetz6f74zyy 58 32 to to TO work_w42xlvpc3nagplvbetz6f74zyy 58 33 determine determine VB work_w42xlvpc3nagplvbetz6f74zyy 58 34 the the DT work_w42xlvpc3nagplvbetz6f74zyy 58 35 number number NN work_w42xlvpc3nagplvbetz6f74zyy 58 36 of of IN work_w42xlvpc3nagplvbetz6f74zyy 58 37 the the DT work_w42xlvpc3nagplvbetz6f74zyy 58 38 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 58 39 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 58 40 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 58 41 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 58 42 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 58 43 . . . work_w42xlvpc3nagplvbetz6f74zyy 59 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 59 2 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 59 3 to to IN work_w42xlvpc3nagplvbetz6f74zyy 59 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 59 5 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 59 6 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 59 7 on on IN work_w42xlvpc3nagplvbetz6f74zyy 59 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 59 9 table table NN work_w42xlvpc3nagplvbetz6f74zyy 59 10 det det NNP work_w42xlvpc3nagplvbetz6f74zyy 59 11 nsubj nsubj NNP work_w42xlvpc3nagplvbetz6f74zyy 59 12 prep prep NNP work_w42xlvpc3nagplvbetz6f74zyy 59 13 det det NNP work_w42xlvpc3nagplvbetz6f74zyy 59 14 pobj pobj NNP work_w42xlvpc3nagplvbetz6f74zyy 59 15 prep prep NNP work_w42xlvpc3nagplvbetz6f74zyy 59 16 det det NNP work_w42xlvpc3nagplvbetz6f74zyy 59 17 pobj pobj NN work_w42xlvpc3nagplvbetz6f74zyy 59 18 root root NN work_w42xlvpc3nagplvbetz6f74zyy 59 19 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 59 20 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 59 21 : : : work_w42xlvpc3nagplvbetz6f74zyy 59 22 The the DT work_w42xlvpc3nagplvbetz6f74zyy 59 23 form form NN work_w42xlvpc3nagplvbetz6f74zyy 59 24 of of IN work_w42xlvpc3nagplvbetz6f74zyy 59 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 59 26 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 59 27 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 59 28 determined determine VBN work_w42xlvpc3nagplvbetz6f74zyy 59 29 by by IN work_w42xlvpc3nagplvbetz6f74zyy 59 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 59 31 head head NN work_w42xlvpc3nagplvbetz6f74zyy 59 32 of of IN work_w42xlvpc3nagplvbetz6f74zyy 59 33 the the DT work_w42xlvpc3nagplvbetz6f74zyy 59 34 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 59 35 , , , work_w42xlvpc3nagplvbetz6f74zyy 59 36 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 59 37 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 59 38 directly directly RB work_w42xlvpc3nagplvbetz6f74zyy 59 39 connected connect VBN work_w42xlvpc3nagplvbetz6f74zyy 59 40 to to IN work_w42xlvpc3nagplvbetz6f74zyy 59 41 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 59 42 via via IN work_w42xlvpc3nagplvbetz6f74zyy 59 43 an an DT work_w42xlvpc3nagplvbetz6f74zyy 59 44 nsubj nsubj NN work_w42xlvpc3nagplvbetz6f74zyy 59 45 edge edge NN work_w42xlvpc3nagplvbetz6f74zyy 59 46 . . . work_w42xlvpc3nagplvbetz6f74zyy 60 1 Other other JJ work_w42xlvpc3nagplvbetz6f74zyy 60 2 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 60 3 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 60 4 intervene intervene VBP work_w42xlvpc3nagplvbetz6f74zyy 60 5 between between IN work_w42xlvpc3nagplvbetz6f74zyy 60 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 60 7 head head NN work_w42xlvpc3nagplvbetz6f74zyy 60 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 60 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 60 10 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 60 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 60 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 60 13 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 60 14 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 60 15 here here RB work_w42xlvpc3nagplvbetz6f74zyy 60 16 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 60 17 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 60 18 such such PDT work_w42xlvpc3nagplvbetz6f74zyy 60 19 a a DT work_w42xlvpc3nagplvbetz6f74zyy 60 20 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 60 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 60 22 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 60 23 irrelevant irrelevant JJ work_w42xlvpc3nagplvbetz6f74zyy 60 24 for for IN work_w42xlvpc3nagplvbetz6f74zyy 60 25 determining determine VBG work_w42xlvpc3nagplvbetz6f74zyy 60 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 60 27 form form NN work_w42xlvpc3nagplvbetz6f74zyy 60 28 of of IN work_w42xlvpc3nagplvbetz6f74zyy 60 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 60 30 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 60 31 and and CC work_w42xlvpc3nagplvbetz6f74zyy 60 32 need need VBP work_w42xlvpc3nagplvbetz6f74zyy 60 33 to to TO work_w42xlvpc3nagplvbetz6f74zyy 60 34 be be VB work_w42xlvpc3nagplvbetz6f74zyy 60 35 ignored ignore VBN work_w42xlvpc3nagplvbetz6f74zyy 60 36 . . . work_w42xlvpc3nagplvbetz6f74zyy 61 1 By by IN work_w42xlvpc3nagplvbetz6f74zyy 61 2 contrast contrast NN work_w42xlvpc3nagplvbetz6f74zyy 61 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 61 4 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 61 5 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 61 6 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 61 7 insensitive insensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 61 8 to to IN work_w42xlvpc3nagplvbetz6f74zyy 61 9 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 61 10 may may MD work_w42xlvpc3nagplvbetz6f74zyy 61 11 run run VB work_w42xlvpc3nagplvbetz6f74zyy 61 12 into into IN work_w42xlvpc3nagplvbetz6f74zyy 61 13 substantial substantial JJ work_w42xlvpc3nagplvbetz6f74zyy 61 14 difficulties difficulty NNS work_w42xlvpc3nagplvbetz6f74zyy 61 15 capturing capture VBG work_w42xlvpc3nagplvbetz6f74zyy 61 16 this this DT work_w42xlvpc3nagplvbetz6f74zyy 61 17 de- de- NN work_w42xlvpc3nagplvbetz6f74zyy 61 18 pendency pendency NN work_w42xlvpc3nagplvbetz6f74zyy 61 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 62 1 One one CD work_w42xlvpc3nagplvbetz6f74zyy 62 2 potential potential JJ work_w42xlvpc3nagplvbetz6f74zyy 62 3 issue issue NN work_w42xlvpc3nagplvbetz6f74zyy 62 4 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 62 5 that that IN work_w42xlvpc3nagplvbetz6f74zyy 62 6 there there EX work_w42xlvpc3nagplvbetz6f74zyy 62 7 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 62 8 no no DT work_w42xlvpc3nagplvbetz6f74zyy 62 9 limit limit NN work_w42xlvpc3nagplvbetz6f74zyy 62 10 to to IN work_w42xlvpc3nagplvbetz6f74zyy 62 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 62 12 complexity complexity NN work_w42xlvpc3nagplvbetz6f74zyy 62 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 62 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 62 15 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 62 16 NP NP NNP work_w42xlvpc3nagplvbetz6f74zyy 62 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 62 18 and and CC work_w42xlvpc3nagplvbetz6f74zyy 62 19 any any DT work_w42xlvpc3nagplvbetz6f74zyy 62 20 number number NN work_w42xlvpc3nagplvbetz6f74zyy 62 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 62 22 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 62 23 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 62 24 level level NN work_w42xlvpc3nagplvbetz6f74zyy 62 25 modifiers modifier NNS work_w42xlvpc3nagplvbetz6f74zyy 62 26 and and CC work_w42xlvpc3nagplvbetz6f74zyy 62 27 parentheticals parenthetical NNS work_w42xlvpc3nagplvbetz6f74zyy 62 28 — — : work_w42xlvpc3nagplvbetz6f74zyy 62 29 and and CC work_w42xlvpc3nagplvbetz6f74zyy 62 30 therefore therefore RB work_w42xlvpc3nagplvbetz6f74zyy 62 31 an an DT work_w42xlvpc3nagplvbetz6f74zyy 62 32 arbitrary arbitrary JJ work_w42xlvpc3nagplvbetz6f74zyy 62 33 number number NN work_w42xlvpc3nagplvbetz6f74zyy 62 34 of of IN work_w42xlvpc3nagplvbetz6f74zyy 62 35 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 62 36 — — : work_w42xlvpc3nagplvbetz6f74zyy 62 37 can can MD work_w42xlvpc3nagplvbetz6f74zyy 62 38 appear appear VB work_w42xlvpc3nagplvbetz6f74zyy 62 39 between between IN work_w42xlvpc3nagplvbetz6f74zyy 62 40 the the DT work_w42xlvpc3nagplvbetz6f74zyy 62 41 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 62 42 and and CC work_w42xlvpc3nagplvbetz6f74zyy 62 43 the the DT work_w42xlvpc3nagplvbetz6f74zyy 62 44 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 62 45 : : : work_w42xlvpc3nagplvbetz6f74zyy 62 46 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 62 47 3 3 LS work_w42xlvpc3nagplvbetz6f74zyy 62 48 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 62 49 The the DT work_w42xlvpc3nagplvbetz6f74zyy 62 50 building building NN work_w42xlvpc3nagplvbetz6f74zyy 62 51 on on IN work_w42xlvpc3nagplvbetz6f74zyy 62 52 the the DT work_w42xlvpc3nagplvbetz6f74zyy 62 53 far far RB work_w42xlvpc3nagplvbetz6f74zyy 62 54 right right NN work_w42xlvpc3nagplvbetz6f74zyy 62 55 that that DT work_w42xlvpc3nagplvbetz6f74zyy 62 56 ’s ’ VBZ work_w42xlvpc3nagplvbetz6f74zyy 62 57 quite quite RB work_w42xlvpc3nagplvbetz6f74zyy 62 58 old old JJ work_w42xlvpc3nagplvbetz6f74zyy 62 59 and and CC work_w42xlvpc3nagplvbetz6f74zyy 62 60 run run VB work_w42xlvpc3nagplvbetz6f74zyy 62 61 down down RB work_w42xlvpc3nagplvbetz6f74zyy 62 62 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 62 63 the the DT work_w42xlvpc3nagplvbetz6f74zyy 62 64 Kilgore Kilgore NNP work_w42xlvpc3nagplvbetz6f74zyy 62 65 Bank Bank NNP work_w42xlvpc3nagplvbetz6f74zyy 62 66 Building Building NNP work_w42xlvpc3nagplvbetz6f74zyy 62 67 . . . work_w42xlvpc3nagplvbetz6f74zyy 63 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 63 2 property property NN work_w42xlvpc3nagplvbetz6f74zyy 63 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 63 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 63 5 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 63 6 entails entail VBZ work_w42xlvpc3nagplvbetz6f74zyy 63 7 that that IN work_w42xlvpc3nagplvbetz6f74zyy 63 8 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 63 9 can- can- VB work_w42xlvpc3nagplvbetz6f74zyy 63 10 not not RB work_w42xlvpc3nagplvbetz6f74zyy 63 11 be be VB work_w42xlvpc3nagplvbetz6f74zyy 63 12 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 63 13 by by IN work_w42xlvpc3nagplvbetz6f74zyy 63 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 63 15 n n JJ work_w42xlvpc3nagplvbetz6f74zyy 63 16 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 63 17 gram gram NN work_w42xlvpc3nagplvbetz6f74zyy 63 18 model model NN work_w42xlvpc3nagplvbetz6f74zyy 63 19 with with IN work_w42xlvpc3nagplvbetz6f74zyy 63 20 a a DT work_w42xlvpc3nagplvbetz6f74zyy 63 21 fixed fix VBN work_w42xlvpc3nagplvbetz6f74zyy 63 22 n. n. NN work_w42xlvpc3nagplvbetz6f74zyy 63 23 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 63 24 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 63 25 in in IN work_w42xlvpc3nagplvbetz6f74zyy 63 26 principle principle NN work_w42xlvpc3nagplvbetz6f74zyy 63 27 able able JJ work_w42xlvpc3nagplvbetz6f74zyy 63 28 to to TO work_w42xlvpc3nagplvbetz6f74zyy 63 29 capture capture VB work_w42xlvpc3nagplvbetz6f74zyy 63 30 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 63 31 of of IN work_w42xlvpc3nagplvbetz6f74zyy 63 32 an an DT work_w42xlvpc3nagplvbetz6f74zyy 63 33 unbounded unbounded JJ work_w42xlvpc3nagplvbetz6f74zyy 63 34 length length NN work_w42xlvpc3nagplvbetz6f74zyy 63 35 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 63 36 however however RB work_w42xlvpc3nagplvbetz6f74zyy 63 37 , , , work_w42xlvpc3nagplvbetz6f74zyy 63 38 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 63 39 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 63 40 an an DT work_w42xlvpc3nagplvbetz6f74zyy 63 41 empirical empirical JJ work_w42xlvpc3nagplvbetz6f74zyy 63 42 question question NN work_w42xlvpc3nagplvbetz6f74zyy 63 43 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 63 44 or or CC work_w42xlvpc3nagplvbetz6f74zyy 63 45 not not RB work_w42xlvpc3nagplvbetz6f74zyy 63 46 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 63 47 will will MD work_w42xlvpc3nagplvbetz6f74zyy 63 48 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 63 49 to to TO work_w42xlvpc3nagplvbetz6f74zyy 63 50 do do VB work_w42xlvpc3nagplvbetz6f74zyy 63 51 so so RB work_w42xlvpc3nagplvbetz6f74zyy 63 52 in in IN work_w42xlvpc3nagplvbetz6f74zyy 63 53 practice practice NN work_w42xlvpc3nagplvbetz6f74zyy 63 54 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 63 55 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 63 56 on on IN work_w42xlvpc3nagplvbetz6f74zyy 63 57 a a DT work_w42xlvpc3nagplvbetz6f74zyy 63 58 natural natural JJ work_w42xlvpc3nagplvbetz6f74zyy 63 59 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 63 60 . . . work_w42xlvpc3nagplvbetz6f74zyy 64 1 A a DT work_w42xlvpc3nagplvbetz6f74zyy 64 2 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 64 3 fundamental fundamental JJ work_w42xlvpc3nagplvbetz6f74zyy 64 4 challenge challenge NN work_w42xlvpc3nagplvbetz6f74zyy 64 5 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 64 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 64 7 depen- depen- NN work_w42xlvpc3nagplvbetz6f74zyy 64 8 dency dency NN work_w42xlvpc3nagplvbetz6f74zyy 64 9 poses pose VBZ work_w42xlvpc3nagplvbetz6f74zyy 64 10 for for IN work_w42xlvpc3nagplvbetz6f74zyy 64 11 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 64 12 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 64 13 insensitive insensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 64 14 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 64 15 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 64 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 64 17 possibility possibility NN work_w42xlvpc3nagplvbetz6f74zyy 64 18 of of IN work_w42xlvpc3nagplvbetz6f74zyy 64 19 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 64 20 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 64 21 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 64 22 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 64 23 Bock Bock NNP work_w42xlvpc3nagplvbetz6f74zyy 64 24 and and CC work_w42xlvpc3nagplvbetz6f74zyy 64 25 Miller Miller NNP work_w42xlvpc3nagplvbetz6f74zyy 64 26 , , , work_w42xlvpc3nagplvbetz6f74zyy 64 27 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 64 28 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 64 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 65 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 65 2 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 65 3 form form NN work_w42xlvpc3nagplvbetz6f74zyy 65 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 65 5 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 65 6 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 65 7 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 65 8 could could MD work_w42xlvpc3nagplvbetz6f74zyy 65 9 be be VB work_w42xlvpc3nagplvbetz6f74zyy 65 10 se- se- RB work_w42xlvpc3nagplvbetz6f74zyy 65 11 lected lecte VBN work_w42xlvpc3nagplvbetz6f74zyy 65 12 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 65 13 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 65 14 heuristics heuristic NNS work_w42xlvpc3nagplvbetz6f74zyy 65 15 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 65 16 as as IN work_w42xlvpc3nagplvbetz6f74zyy 65 17 “ " `` work_w42xlvpc3nagplvbetz6f74zyy 65 18 agree agree VB work_w42xlvpc3nagplvbetz6f74zyy 65 19 with with IN work_w42xlvpc3nagplvbetz6f74zyy 65 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 65 21 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 65 22 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 65 23 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 65 24 ” " '' work_w42xlvpc3nagplvbetz6f74zyy 65 25 , , , work_w42xlvpc3nagplvbetz6f74zyy 65 26 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 65 27 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 65 28 readily readily RB work_w42xlvpc3nagplvbetz6f74zyy 65 29 available available JJ work_w42xlvpc3nagplvbetz6f74zyy 65 30 to to IN work_w42xlvpc3nagplvbetz6f74zyy 65 31 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 65 32 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 65 33 . . . work_w42xlvpc3nagplvbetz6f74zyy 66 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 66 2 general general JJ work_w42xlvpc3nagplvbetz6f74zyy 66 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 66 4 however however RB work_w42xlvpc3nagplvbetz6f74zyy 66 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 66 6 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 66 7 heuris- heuris- NN work_w42xlvpc3nagplvbetz6f74zyy 66 8 tics tic NNS work_w42xlvpc3nagplvbetz6f74zyy 66 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 66 10 unreliable unreliable JJ work_w42xlvpc3nagplvbetz6f74zyy 66 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 66 12 since since IN work_w42xlvpc3nagplvbetz6f74zyy 66 13 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 66 14 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 66 15 can can MD work_w42xlvpc3nagplvbetz6f74zyy 66 16 intervene intervene VB work_w42xlvpc3nagplvbetz6f74zyy 66 17 between between IN work_w42xlvpc3nagplvbetz6f74zyy 66 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 66 19 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 66 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 66 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 66 22 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 66 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 66 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 66 25 linear linear NN work_w42xlvpc3nagplvbetz6f74zyy 66 26 se- se- NN work_w42xlvpc3nagplvbetz6f74zyy 66 27 quence quence NN work_w42xlvpc3nagplvbetz6f74zyy 66 28 of of IN work_w42xlvpc3nagplvbetz6f74zyy 66 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 66 30 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 66 31 . . . work_w42xlvpc3nagplvbetz6f74zyy 67 1 Those those DT work_w42xlvpc3nagplvbetz6f74zyy 67 2 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 67 3 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 67 4 can can MD work_w42xlvpc3nagplvbetz6f74zyy 67 5 have have VB work_w42xlvpc3nagplvbetz6f74zyy 67 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 67 7 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 67 8 number number NN work_w42xlvpc3nagplvbetz6f74zyy 67 9 as as IN work_w42xlvpc3nagplvbetz6f74zyy 67 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 67 11 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 67 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 67 13 as as IN work_w42xlvpc3nagplvbetz6f74zyy 67 14 in in IN work_w42xlvpc3nagplvbetz6f74zyy 67 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 67 16 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 67 17 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 67 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 67 19 or or CC work_w42xlvpc3nagplvbetz6f74zyy 67 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 67 21 opposite opposite JJ work_w42xlvpc3nagplvbetz6f74zyy 67 22 number number NN work_w42xlvpc3nagplvbetz6f74zyy 67 23 as as IN work_w42xlvpc3nagplvbetz6f74zyy 67 24 in in IN work_w42xlvpc3nagplvbetz6f74zyy 67 25 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 67 26 5)-(7 5)-(7 CD work_w42xlvpc3nagplvbetz6f74zyy 67 27 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 67 28 : : : work_w42xlvpc3nagplvbetz6f74zyy 67 29 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 67 30 4 4 LS work_w42xlvpc3nagplvbetz6f74zyy 67 31 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 67 32 Alluvial alluvial JJ work_w42xlvpc3nagplvbetz6f74zyy 67 33 soils soil NNS work_w42xlvpc3nagplvbetz6f74zyy 67 34 carried carry VBN work_w42xlvpc3nagplvbetz6f74zyy 67 35 in in IN work_w42xlvpc3nagplvbetz6f74zyy 67 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 67 37 floodwaters floodwater NNS work_w42xlvpc3nagplvbetz6f74zyy 67 38 add add VBP work_w42xlvpc3nagplvbetz6f74zyy 67 39 nutrients nutrient NNS work_w42xlvpc3nagplvbetz6f74zyy 67 40 to to IN work_w42xlvpc3nagplvbetz6f74zyy 67 41 the the DT work_w42xlvpc3nagplvbetz6f74zyy 67 42 floodplains floodplain NNS work_w42xlvpc3nagplvbetz6f74zyy 67 43 . . . work_w42xlvpc3nagplvbetz6f74zyy 68 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 68 2 5 5 LS work_w42xlvpc3nagplvbetz6f74zyy 68 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 68 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 68 5 only only JJ work_w42xlvpc3nagplvbetz6f74zyy 68 6 championship championship NN work_w42xlvpc3nagplvbetz6f74zyy 68 7 banners banner NNS work_w42xlvpc3nagplvbetz6f74zyy 68 8 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 68 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 68 10 cur- cur- RB work_w42xlvpc3nagplvbetz6f74zyy 68 11 rently rently RB work_w42xlvpc3nagplvbetz6f74zyy 68 12 displayed display VBN work_w42xlvpc3nagplvbetz6f74zyy 68 13 within within IN work_w42xlvpc3nagplvbetz6f74zyy 68 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 68 15 building building NN work_w42xlvpc3nagplvbetz6f74zyy 68 16 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 68 17 for for IN work_w42xlvpc3nagplvbetz6f74zyy 68 18 national national JJ work_w42xlvpc3nagplvbetz6f74zyy 68 19 or or CC work_w42xlvpc3nagplvbetz6f74zyy 68 20 NCAA NCAA NNP work_w42xlvpc3nagplvbetz6f74zyy 68 21 Championships Championships NNPS work_w42xlvpc3nagplvbetz6f74zyy 68 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 69 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 69 2 6 6 LS work_w42xlvpc3nagplvbetz6f74zyy 69 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 69 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 69 5 length length NN work_w42xlvpc3nagplvbetz6f74zyy 69 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 69 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 69 8 forewings forewing NNS work_w42xlvpc3nagplvbetz6f74zyy 69 9 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 69 10 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 69 11 - - SYM work_w42xlvpc3nagplvbetz6f74zyy 69 12 13 13 CD work_w42xlvpc3nagplvbetz6f74zyy 69 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 70 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 70 2 7 7 LS work_w42xlvpc3nagplvbetz6f74zyy 70 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 70 4 Yet yet CC work_w42xlvpc3nagplvbetz6f74zyy 70 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 70 6 ratio ratio NN work_w42xlvpc3nagplvbetz6f74zyy 70 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 70 8 men man NNS work_w42xlvpc3nagplvbetz6f74zyy 70 9 who who WP work_w42xlvpc3nagplvbetz6f74zyy 70 10 survive survive VBP work_w42xlvpc3nagplvbetz6f74zyy 70 11 to to IN work_w42xlvpc3nagplvbetz6f74zyy 70 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 70 13 women woman NNS work_w42xlvpc3nagplvbetz6f74zyy 70 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 70 15 children child NNS work_w42xlvpc3nagplvbetz6f74zyy 70 16 who who WP work_w42xlvpc3nagplvbetz6f74zyy 70 17 survive survive VBP work_w42xlvpc3nagplvbetz6f74zyy 70 18 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 70 19 not not RB work_w42xlvpc3nagplvbetz6f74zyy 70 20 clear clear JJ work_w42xlvpc3nagplvbetz6f74zyy 70 21 in in IN work_w42xlvpc3nagplvbetz6f74zyy 70 22 this this DT work_w42xlvpc3nagplvbetz6f74zyy 70 23 story story NN work_w42xlvpc3nagplvbetz6f74zyy 70 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 71 1 Intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 71 2 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 71 3 with with IN work_w42xlvpc3nagplvbetz6f74zyy 71 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 71 5 opposite opposite JJ work_w42xlvpc3nagplvbetz6f74zyy 71 6 number number NN work_w42xlvpc3nagplvbetz6f74zyy 71 7 from from IN work_w42xlvpc3nagplvbetz6f74zyy 71 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 71 9 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 71 10 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 71 11 called call VBN work_w42xlvpc3nagplvbetz6f74zyy 71 12 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 71 13 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 71 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 72 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 72 2 poten- poten- NN work_w42xlvpc3nagplvbetz6f74zyy 72 3 tial tial JJ work_w42xlvpc3nagplvbetz6f74zyy 72 4 presence presence NN work_w42xlvpc3nagplvbetz6f74zyy 72 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 72 6 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 72 7 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 72 8 entails entail VBZ work_w42xlvpc3nagplvbetz6f74zyy 72 9 that that IN work_w42xlvpc3nagplvbetz6f74zyy 72 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 72 11 model model NN work_w42xlvpc3nagplvbetz6f74zyy 72 12 must must MD work_w42xlvpc3nagplvbetz6f74zyy 72 13 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 72 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 72 15 head head NN work_w42xlvpc3nagplvbetz6f74zyy 72 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 72 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 72 18 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 72 19 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 72 20 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 72 21 corresponds correspond VBZ work_w42xlvpc3nagplvbetz6f74zyy 72 22 to to IN work_w42xlvpc3nagplvbetz6f74zyy 72 23 a a DT work_w42xlvpc3nagplvbetz6f74zyy 72 24 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 72 25 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 72 26 in in IN work_w42xlvpc3nagplvbetz6f74zyy 72 27 order order NN work_w42xlvpc3nagplvbetz6f74zyy 72 28 to to TO work_w42xlvpc3nagplvbetz6f74zyy 72 29 choose choose VB work_w42xlvpc3nagplvbetz6f74zyy 72 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 72 31 correct correct NN work_w42xlvpc3nagplvbetz6f74zyy 72 32 inflected inflect VBN work_w42xlvpc3nagplvbetz6f74zyy 72 33 form form NN work_w42xlvpc3nagplvbetz6f74zyy 72 34 of of IN work_w42xlvpc3nagplvbetz6f74zyy 72 35 that that DT work_w42xlvpc3nagplvbetz6f74zyy 72 36 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 72 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 73 1 Given give VBN work_w42xlvpc3nagplvbetz6f74zyy 73 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 73 3 difficulty difficulty NN work_w42xlvpc3nagplvbetz6f74zyy 73 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 73 5 identifying identify VBG work_w42xlvpc3nagplvbetz6f74zyy 73 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 73 7 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 73 8 from from IN work_w42xlvpc3nagplvbetz6f74zyy 73 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 73 10 linear linear JJ work_w42xlvpc3nagplvbetz6f74zyy 73 11 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 73 12 of of IN work_w42xlvpc3nagplvbetz6f74zyy 73 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 73 14 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 73 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 73 16 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 73 17 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 73 18 as as IN work_w42xlvpc3nagplvbetz6f74zyy 73 19 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 73 20 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 73 21 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 73 22 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 73 23 serve serve VBP work_w42xlvpc3nagplvbetz6f74zyy 73 24 as as IN work_w42xlvpc3nagplvbetz6f74zyy 73 25 an an DT work_w42xlvpc3nagplvbetz6f74zyy 73 26 argument argument NN work_w42xlvpc3nagplvbetz6f74zyy 73 27 for for IN work_w42xlvpc3nagplvbetz6f74zyy 73 28 structured structured JJ work_w42xlvpc3nagplvbetz6f74zyy 73 29 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 73 30 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 73 31 in in IN work_w42xlvpc3nagplvbetz6f74zyy 73 32 humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 73 33 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 73 34 Everaert Everaert NNP work_w42xlvpc3nagplvbetz6f74zyy 73 35 et et FW work_w42xlvpc3nagplvbetz6f74zyy 73 36 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 73 37 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 73 38 , , , work_w42xlvpc3nagplvbetz6f74zyy 73 39 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 73 40 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 73 41 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 73 42 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 73 43 may may MD work_w42xlvpc3nagplvbetz6f74zyy 73 44 challenge challenge VB work_w42xlvpc3nagplvbetz6f74zyy 73 45 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 73 46 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 73 47 as as IN work_w42xlvpc3nagplvbetz6f74zyy 73 48 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 73 49 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 73 50 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 73 51 not not RB work_w42xlvpc3nagplvbetz6f74zyy 73 52 have have VB work_w42xlvpc3nagplvbetz6f74zyy 73 53 pre pre VBN work_w42xlvpc3nagplvbetz6f74zyy 73 54 - - VBN work_w42xlvpc3nagplvbetz6f74zyy 73 55 wired wired JJ work_w42xlvpc3nagplvbetz6f74zyy 73 56 syntac- syntac- VBP work_w42xlvpc3nagplvbetz6f74zyy 73 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work_w42xlvpc3nagplvbetz6f74zyy 74 18 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 74 19 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 74 20 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 74 21 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 74 22 examples example NNS work_w42xlvpc3nagplvbetz6f74zyy 74 23 include include VBP work_w42xlvpc3nagplvbetz6f74zyy 74 24 nega- nega- XX work_w42xlvpc3nagplvbetz6f74zyy 74 25 tive tive JJ work_w42xlvpc3nagplvbetz6f74zyy 74 26 polarity polarity NN work_w42xlvpc3nagplvbetz6f74zyy 74 27 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 74 28 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 74 29 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 74 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 74 31 any any DT work_w42xlvpc3nagplvbetz6f74zyy 74 32 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 74 33 and and CC work_w42xlvpc3nagplvbetz6f74zyy 74 34 reflexive reflexive JJ work_w42xlvpc3nagplvbetz6f74zyy 74 35 pronouns pronoun NNS work_w42xlvpc3nagplvbetz6f74zyy 74 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work_w42xlvpc3nagplvbetz6f74zyy 76 12 model model NN work_w42xlvpc3nagplvbetz6f74zyy 76 13 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 76 14 to to TO work_w42xlvpc3nagplvbetz6f74zyy 76 15 be be VB work_w42xlvpc3nagplvbetz6f74zyy 76 16 sensi- sensi- JJ work_w42xlvpc3nagplvbetz6f74zyy 76 17 tive tive JJ work_w42xlvpc3nagplvbetz6f74zyy 76 18 to to IN work_w42xlvpc3nagplvbetz6f74zyy 76 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 76 20 hierarchical hierarchical JJ work_w42xlvpc3nagplvbetz6f74zyy 76 21 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 76 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 76 23 natural natural JJ work_w42xlvpc3nagplvbetz6f74zyy 76 24 language language NN work_w42xlvpc3nagplvbetz6f74zyy 76 25 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 77 1 To to TO work_w42xlvpc3nagplvbetz6f74zyy 77 2 study study VB work_w42xlvpc3nagplvbetz6f74zyy 77 3 this this DT work_w42xlvpc3nagplvbetz6f74zyy 77 4 question question NN work_w42xlvpc3nagplvbetz6f74zyy 77 5 , , , 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work_w42xlvpc3nagplvbetz6f74zyy 78 13 not not RB work_w42xlvpc3nagplvbetz6f74zyy 78 14 including include VBG work_w42xlvpc3nagplvbetz6f74zyy 78 15 a a DT work_w42xlvpc3nagplvbetz6f74zyy 78 16 present present JJ work_w42xlvpc3nagplvbetz6f74zyy 78 17 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 78 18 tense tense JJ work_w42xlvpc3nagplvbetz6f74zyy 78 19 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 78 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 78 21 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 79 1 : : : work_w42xlvpc3nagplvbetz6f74zyy 79 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 79 3 8) 8) CD work_w42xlvpc3nagplvbetz6f74zyy 79 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 79 5 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 79 6 to to IN work_w42xlvpc3nagplvbetz6f74zyy 79 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 79 8 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 79 9 It -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 79 10 then then RB work_w42xlvpc3nagplvbetz6f74zyy 79 11 needs need VBZ work_w42xlvpc3nagplvbetz6f74zyy 79 12 to to TO work_w42xlvpc3nagplvbetz6f74zyy 79 13 guess guess VB work_w42xlvpc3nagplvbetz6f74zyy 79 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 79 15 number number NN work_w42xlvpc3nagplvbetz6f74zyy 79 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 79 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 79 18 following following JJ work_w42xlvpc3nagplvbetz6f74zyy 79 19 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 79 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 79 21 a a DT work_w42xlvpc3nagplvbetz6f74zyy 79 22 binary binary JJ work_w42xlvpc3nagplvbetz6f74zyy 79 23 choice choice NN work_w42xlvpc3nagplvbetz6f74zyy 79 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 79 25 either either CC work_w42xlvpc3nagplvbetz6f74zyy 79 26 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 79 27 or or CC work_w42xlvpc3nagplvbetz6f74zyy 79 28 SINGULAR SINGULAR NNPS work_w42xlvpc3nagplvbetz6f74zyy 79 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 79 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 80 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 80 2 examine examine VBP work_w42xlvpc3nagplvbetz6f74zyy 80 3 variations variation NNS work_w42xlvpc3nagplvbetz6f74zyy 80 4 on on IN work_w42xlvpc3nagplvbetz6f74zyy 80 5 this this DT work_w42xlvpc3nagplvbetz6f74zyy 80 6 task task NN work_w42xlvpc3nagplvbetz6f74zyy 80 7 in in IN work_w42xlvpc3nagplvbetz6f74zyy 80 8 Section Section NNP work_w42xlvpc3nagplvbetz6f74zyy 80 9 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 80 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 81 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 81 2 order order NN work_w42xlvpc3nagplvbetz6f74zyy 81 3 to to TO work_w42xlvpc3nagplvbetz6f74zyy 81 4 perform perform VB work_w42xlvpc3nagplvbetz6f74zyy 81 5 well well RB work_w42xlvpc3nagplvbetz6f74zyy 81 6 on on IN work_w42xlvpc3nagplvbetz6f74zyy 81 7 this this DT work_w42xlvpc3nagplvbetz6f74zyy 81 8 task task NN work_w42xlvpc3nagplvbetz6f74zyy 81 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 81 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 81 11 model model NN work_w42xlvpc3nagplvbetz6f74zyy 81 12 needs need VBZ work_w42xlvpc3nagplvbetz6f74zyy 81 13 to to TO work_w42xlvpc3nagplvbetz6f74zyy 81 14 encode encode VB work_w42xlvpc3nagplvbetz6f74zyy 81 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 81 16 concepts concept NNS work_w42xlvpc3nagplvbetz6f74zyy 81 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 81 18 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 81 19 number number NN work_w42xlvpc3nagplvbetz6f74zyy 81 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 81 21 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 81 22 subjecthood subjecthood NN work_w42xlvpc3nagplvbetz6f74zyy 81 23 : : : work_w42xlvpc3nagplvbetz6f74zyy 81 24 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 81 25 needs need VBZ work_w42xlvpc3nagplvbetz6f74zyy 81 26 to to TO work_w42xlvpc3nagplvbetz6f74zyy 81 27 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 81 28 that that IN work_w42xlvpc3nagplvbetz6f74zyy 81 29 some some DT work_w42xlvpc3nagplvbetz6f74zyy 81 30 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 81 31 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 81 32 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 81 33 and and CC work_w42xlvpc3nagplvbetz6f74zyy 81 34 others other NNS work_w42xlvpc3nagplvbetz6f74zyy 81 35 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 81 36 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 81 37 , , , work_w42xlvpc3nagplvbetz6f74zyy 81 38 and and CC work_w42xlvpc3nagplvbetz6f74zyy 81 39 to to TO work_w42xlvpc3nagplvbetz6f74zyy 81 40 be be VB work_w42xlvpc3nagplvbetz6f74zyy 81 41 able able JJ work_w42xlvpc3nagplvbetz6f74zyy 81 42 to to TO work_w42xlvpc3nagplvbetz6f74zyy 81 43 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 81 44 the the DT work_w42xlvpc3nagplvbetz6f74zyy 81 45 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 81 46 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 81 47 . . . work_w42xlvpc3nagplvbetz6f74zyy 82 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 82 2 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 82 3 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 82 4 illus- illus- RB work_w42xlvpc3nagplvbetz6f74zyy 82 5 523 523 CD work_w42xlvpc3nagplvbetz6f74zyy 82 6 trated trate VBN work_w42xlvpc3nagplvbetz6f74zyy 82 7 in in IN work_w42xlvpc3nagplvbetz6f74zyy 82 8 Section section NN work_w42xlvpc3nagplvbetz6f74zyy 82 9 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 82 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 82 11 correctly correctly RB work_w42xlvpc3nagplvbetz6f74zyy 82 12 identifying identify VBG work_w42xlvpc3nagplvbetz6f74zyy 82 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 82 14 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 82 15 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 82 16 corresponds correspond VBZ work_w42xlvpc3nagplvbetz6f74zyy 82 17 to to IN work_w42xlvpc3nagplvbetz6f74zyy 82 18 a a DT work_w42xlvpc3nagplvbetz6f74zyy 82 19 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 82 20 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 82 21 often often RB work_w42xlvpc3nagplvbetz6f74zyy 82 22 requires require VBZ work_w42xlvpc3nagplvbetz6f74zyy 82 23 sensitivity sensitivity NN work_w42xlvpc3nagplvbetz6f74zyy 82 24 to to IN work_w42xlvpc3nagplvbetz6f74zyy 82 25 hierarchical hierarchical JJ work_w42xlvpc3nagplvbetz6f74zyy 82 26 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 82 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 83 1 Data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 83 2 : : : work_w42xlvpc3nagplvbetz6f74zyy 83 3 An an DT work_w42xlvpc3nagplvbetz6f74zyy 83 4 appealing appeal VBG work_w42xlvpc3nagplvbetz6f74zyy 83 5 property property NN work_w42xlvpc3nagplvbetz6f74zyy 83 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 83 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 83 8 number number NN work_w42xlvpc3nagplvbetz6f74zyy 83 9 predic- predic- NN work_w42xlvpc3nagplvbetz6f74zyy 83 10 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 83 11 task task NN work_w42xlvpc3nagplvbetz6f74zyy 83 12 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 83 13 that that IN work_w42xlvpc3nagplvbetz6f74zyy 83 14 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 83 15 can can MD work_w42xlvpc3nagplvbetz6f74zyy 83 16 generate generate VB work_w42xlvpc3nagplvbetz6f74zyy 83 17 practically practically RB work_w42xlvpc3nagplvbetz6f74zyy 83 18 unlimited unlimited JJ work_w42xlvpc3nagplvbetz6f74zyy 83 19 training training NN work_w42xlvpc3nagplvbetz6f74zyy 83 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 83 21 testing testing NN work_w42xlvpc3nagplvbetz6f74zyy 83 22 examples example NNS work_w42xlvpc3nagplvbetz6f74zyy 83 23 for for IN work_w42xlvpc3nagplvbetz6f74zyy 83 24 this this DT work_w42xlvpc3nagplvbetz6f74zyy 83 25 task task NN work_w42xlvpc3nagplvbetz6f74zyy 83 26 by by IN work_w42xlvpc3nagplvbetz6f74zyy 83 27 query- query- NNP work_w42xlvpc3nagplvbetz6f74zyy 83 28 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 83 29 a a DT work_w42xlvpc3nagplvbetz6f74zyy 83 30 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 83 31 for for IN work_w42xlvpc3nagplvbetz6f74zyy 83 32 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 83 33 with with IN work_w42xlvpc3nagplvbetz6f74zyy 83 34 present present JJ work_w42xlvpc3nagplvbetz6f74zyy 83 35 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 83 36 tense tense JJ work_w42xlvpc3nagplvbetz6f74zyy 83 37 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 83 38 , , , work_w42xlvpc3nagplvbetz6f74zyy 83 39 and and CC work_w42xlvpc3nagplvbetz6f74zyy 83 40 noting note VBG work_w42xlvpc3nagplvbetz6f74zyy 83 41 the the DT work_w42xlvpc3nagplvbetz6f74zyy 83 42 number number NN work_w42xlvpc3nagplvbetz6f74zyy 83 43 of of IN work_w42xlvpc3nagplvbetz6f74zyy 83 44 the the DT work_w42xlvpc3nagplvbetz6f74zyy 83 45 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 83 46 . . . work_w42xlvpc3nagplvbetz6f74zyy 84 1 Importantly importantly RB work_w42xlvpc3nagplvbetz6f74zyy 84 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 84 3 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 84 4 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 84 5 not not RB work_w42xlvpc3nagplvbetz6f74zyy 84 6 need need VB work_w42xlvpc3nagplvbetz6f74zyy 84 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 84 8 correctly correctly RB work_w42xlvpc3nagplvbetz6f74zyy 84 9 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 84 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 84 11 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 84 12 in in IN work_w42xlvpc3nagplvbetz6f74zyy 84 13 order order NN work_w42xlvpc3nagplvbetz6f74zyy 84 14 to to TO work_w42xlvpc3nagplvbetz6f74zyy 84 15 create create VB work_w42xlvpc3nagplvbetz6f74zyy 84 16 a a DT work_w42xlvpc3nagplvbetz6f74zyy 84 17 training training NN work_w42xlvpc3nagplvbetz6f74zyy 84 18 or or CC work_w42xlvpc3nagplvbetz6f74zyy 84 19 test test NN work_w42xlvpc3nagplvbetz6f74zyy 84 20 example example NN work_w42xlvpc3nagplvbetz6f74zyy 84 21 . . . work_w42xlvpc3nagplvbetz6f74zyy 85 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 85 2 generated generate VBD work_w42xlvpc3nagplvbetz6f74zyy 85 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 85 4 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 85 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 85 6 ∼1.35 ∼1.35 NNP work_w42xlvpc3nagplvbetz6f74zyy 85 7 million million CD work_w42xlvpc3nagplvbetz6f74zyy 85 8 number number NN work_w42xlvpc3nagplvbetz6f74zyy 85 9 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 85 10 problems problem NNS work_w42xlvpc3nagplvbetz6f74zyy 85 11 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 85 12 on on IN work_w42xlvpc3nagplvbetz6f74zyy 85 13 Wikipedia Wikipedia NNP work_w42xlvpc3nagplvbetz6f74zyy 85 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 85 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 85 16 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 85 17 ∼121,500 ∼121,500 NNP work_w42xlvpc3nagplvbetz6f74zyy 85 18 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 85 19 9 9 CD work_w42xlvpc3nagplvbetz6f74zyy 85 20 % % NN work_w42xlvpc3nagplvbetz6f74zyy 85 21 ) ) -RRB- 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85 41 90 90 CD work_w42xlvpc3nagplvbetz6f74zyy 85 42 % % NN work_w42xlvpc3nagplvbetz6f74zyy 85 43 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 85 44 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 85 45 reserved reserve VBN work_w42xlvpc3nagplvbetz6f74zyy 85 46 for for IN work_w42xlvpc3nagplvbetz6f74zyy 85 47 testing.4 testing.4 NN work_w42xlvpc3nagplvbetz6f74zyy 85 48 The the DT work_w42xlvpc3nagplvbetz6f74zyy 85 49 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 85 50 number number NN work_w42xlvpc3nagplvbetz6f74zyy 85 51 of of IN work_w42xlvpc3nagplvbetz6f74zyy 85 52 test test NN work_w42xlvpc3nagplvbetz6f74zyy 85 53 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 85 54 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 85 55 necessary necessary JJ work_w42xlvpc3nagplvbetz6f74zyy 85 56 to to TO work_w42xlvpc3nagplvbetz6f74zyy 85 57 ensure ensure VB work_w42xlvpc3nagplvbetz6f74zyy 85 58 that that IN work_w42xlvpc3nagplvbetz6f74zyy 85 59 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 85 60 had have VBD work_w42xlvpc3nagplvbetz6f74zyy 85 61 a a DT work_w42xlvpc3nagplvbetz6f74zyy 85 62 good good JJ work_w42xlvpc3nagplvbetz6f74zyy 85 63 variety variety NN work_w42xlvpc3nagplvbetz6f74zyy 85 64 of of IN work_w42xlvpc3nagplvbetz6f74zyy 85 65 test test NN work_w42xlvpc3nagplvbetz6f74zyy 85 66 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 85 67 representing represent VBG work_w42xlvpc3nagplvbetz6f74zyy 85 68 less less RBR work_w42xlvpc3nagplvbetz6f74zyy 85 69 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 85 70 constructions construction NNS work_w42xlvpc3nagplvbetz6f74zyy 85 71 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 85 72 see see VB work_w42xlvpc3nagplvbetz6f74zyy 85 73 Section section NN work_w42xlvpc3nagplvbetz6f74zyy 85 74 4).5 4).5 CD work_w42xlvpc3nagplvbetz6f74zyy 85 75 Model model NN work_w42xlvpc3nagplvbetz6f74zyy 85 76 and and CC work_w42xlvpc3nagplvbetz6f74zyy 85 77 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 85 78 : : : 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work_w42xlvpc3nagplvbetz6f74zyy 85 98 up up RP work_w42xlvpc3nagplvbetz6f74zyy 85 99 the the DT work_w42xlvpc3nagplvbetz6f74zyy 85 100 word word NN work_w42xlvpc3nagplvbetz6f74zyy 85 101 . . . work_w42xlvpc3nagplvbetz6f74zyy 86 1 Those those DT work_w42xlvpc3nagplvbetz6f74zyy 86 2 vectors vector NNS work_w42xlvpc3nagplvbetz6f74zyy 86 3 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 86 4 then then RB work_w42xlvpc3nagplvbetz6f74zyy 86 5 embedded embed VBN work_w42xlvpc3nagplvbetz6f74zyy 86 6 into into IN work_w42xlvpc3nagplvbetz6f74zyy 86 7 a a DT work_w42xlvpc3nagplvbetz6f74zyy 86 8 50-dimensional 50-dimensional CD work_w42xlvpc3nagplvbetz6f74zyy 86 9 vector vector NN work_w42xlvpc3nagplvbetz6f74zyy 86 10 space space NN work_w42xlvpc3nagplvbetz6f74zyy 86 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 87 1 An an DT work_w42xlvpc3nagplvbetz6f74zyy 87 2 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 87 3 with with IN work_w42xlvpc3nagplvbetz6f74zyy 87 4 50 50 CD work_w42xlvpc3nagplvbetz6f74zyy 87 5 hidden hide VBN work_w42xlvpc3nagplvbetz6f74zyy 87 6 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 87 7 reads read VBZ work_w42xlvpc3nagplvbetz6f74zyy 87 8 those those DT work_w42xlvpc3nagplvbetz6f74zyy 87 9 embed- embed- JJ work_w42xlvpc3nagplvbetz6f74zyy 87 10 ding ding JJ work_w42xlvpc3nagplvbetz6f74zyy 87 11 vectors vector NNS work_w42xlvpc3nagplvbetz6f74zyy 87 12 in in IN work_w42xlvpc3nagplvbetz6f74zyy 87 13 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 87 14 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 87 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 87 16 state state NN work_w42xlvpc3nagplvbetz6f74zyy 87 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 87 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 87 19 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 87 20 at at IN work_w42xlvpc3nagplvbetz6f74zyy 87 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 87 22 end end NN work_w42xlvpc3nagplvbetz6f74zyy 87 23 of of IN work_w42xlvpc3nagplvbetz6f74zyy 87 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 87 25 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 87 26 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 87 27 then then RB work_w42xlvpc3nagplvbetz6f74zyy 87 28 fed feed VBN work_w42xlvpc3nagplvbetz6f74zyy 87 29 into into IN work_w42xlvpc3nagplvbetz6f74zyy 87 30 a a DT work_w42xlvpc3nagplvbetz6f74zyy 87 31 logistic logistic JJ work_w42xlvpc3nagplvbetz6f74zyy 87 32 regression regression NN work_w42xlvpc3nagplvbetz6f74zyy 87 33 classifier classifier NN work_w42xlvpc3nagplvbetz6f74zyy 87 34 . . . work_w42xlvpc3nagplvbetz6f74zyy 88 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 88 2 network network NN work_w42xlvpc3nagplvbetz6f74zyy 88 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 88 4 trained6 trained6 NN work_w42xlvpc3nagplvbetz6f74zyy 88 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 88 6 an an DT work_w42xlvpc3nagplvbetz6f74zyy 88 7 end end NN work_w42xlvpc3nagplvbetz6f74zyy 88 8 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 88 9 to to IN work_w42xlvpc3nagplvbetz6f74zyy 88 10 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 88 11 end end NN work_w42xlvpc3nagplvbetz6f74zyy 88 12 fashion fashion NN work_w42xlvpc3nagplvbetz6f74zyy 88 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 88 14 including include VBG work_w42xlvpc3nagplvbetz6f74zyy 88 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 16 word word NN work_w42xlvpc3nagplvbetz6f74zyy 88 17 embeddings.7 embeddings.7 `` work_w42xlvpc3nagplvbetz6f74zyy 88 18 To to TO work_w42xlvpc3nagplvbetz6f74zyy 88 19 isolate isolate VB work_w42xlvpc3nagplvbetz6f74zyy 88 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 21 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 88 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 88 23 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 88 24 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 88 25 , , , work_w42xlvpc3nagplvbetz6f74zyy 88 26 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 88 27 also also RB work_w42xlvpc3nagplvbetz6f74zyy 88 28 consider consider VBP work_w42xlvpc3nagplvbetz6f74zyy 88 29 a a DT work_w42xlvpc3nagplvbetz6f74zyy 88 30 baseline baseline NN work_w42xlvpc3nagplvbetz6f74zyy 88 31 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 88 32 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 88 33 exposed expose VBN work_w42xlvpc3nagplvbetz6f74zyy 88 34 only only RB work_w42xlvpc3nagplvbetz6f74zyy 88 35 to to IN work_w42xlvpc3nagplvbetz6f74zyy 88 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 37 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 88 38 in in IN work_w42xlvpc3nagplvbetz6f74zyy 88 39 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 40 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 88 41 , , , work_w42xlvpc3nagplvbetz6f74zyy 88 42 in in IN work_w42xlvpc3nagplvbetz6f74zyy 88 43 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 44 order order NN work_w42xlvpc3nagplvbetz6f74zyy 88 45 in in IN work_w42xlvpc3nagplvbetz6f74zyy 88 46 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 88 47 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 88 48 appeared appear VBD work_w42xlvpc3nagplvbetz6f74zyy 88 49 originally originally RB work_w42xlvpc3nagplvbetz6f74zyy 88 50 , , , work_w42xlvpc3nagplvbetz6f74zyy 88 51 and and CC work_w42xlvpc3nagplvbetz6f74zyy 88 52 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 88 53 then then RB work_w42xlvpc3nagplvbetz6f74zyy 88 54 asked ask VBN work_w42xlvpc3nagplvbetz6f74zyy 88 55 to to TO work_w42xlvpc3nagplvbetz6f74zyy 88 56 predict predict VB work_w42xlvpc3nagplvbetz6f74zyy 88 57 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 58 number number NN work_w42xlvpc3nagplvbetz6f74zyy 88 59 of of IN work_w42xlvpc3nagplvbetz6f74zyy 88 60 the the DT work_w42xlvpc3nagplvbetz6f74zyy 88 61 following following JJ work_w42xlvpc3nagplvbetz6f74zyy 88 62 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 88 63 . . . work_w42xlvpc3nagplvbetz6f74zyy 89 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 89 2 goal goal NN work_w42xlvpc3nagplvbetz6f74zyy 89 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 89 4 this this DT work_w42xlvpc3nagplvbetz6f74zyy 89 5 base- base- NN work_w42xlvpc3nagplvbetz6f74zyy 89 6 4We 4we CD work_w42xlvpc3nagplvbetz6f74zyy 89 7 limited limit VBD work_w42xlvpc3nagplvbetz6f74zyy 89 8 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 89 9 search search NN work_w42xlvpc3nagplvbetz6f74zyy 89 10 to to IN work_w42xlvpc3nagplvbetz6f74zyy 89 11 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 89 12 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 89 13 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 89 14 shorter short JJR work_w42xlvpc3nagplvbetz6f74zyy 89 15 than than IN work_w42xlvpc3nagplvbetz6f74zyy 89 16 50 50 CD work_w42xlvpc3nagplvbetz6f74zyy 89 17 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 89 18 . . . work_w42xlvpc3nagplvbetz6f74zyy 90 1 Whenever whenever WRB work_w42xlvpc3nagplvbetz6f74zyy 90 2 a a DT work_w42xlvpc3nagplvbetz6f74zyy 90 3 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 90 4 had have VBD work_w42xlvpc3nagplvbetz6f74zyy 90 5 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 90 6 than than IN work_w42xlvpc3nagplvbetz6f74zyy 90 7 one one CD work_w42xlvpc3nagplvbetz6f74zyy 90 8 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 90 9 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 90 10 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 90 11 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 90 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 90 13 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 90 14 selected select VBD work_w42xlvpc3nagplvbetz6f74zyy 90 15 one one CD work_w42xlvpc3nagplvbetz6f74zyy 90 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 90 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 90 18 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 90 19 at at IN work_w42xlvpc3nagplvbetz6f74zyy 90 20 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 90 21 . . . work_w42xlvpc3nagplvbetz6f74zyy 91 1 5Code 5code NN work_w42xlvpc3nagplvbetz6f74zyy 91 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 91 3 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 91 4 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 91 5 available available JJ work_w42xlvpc3nagplvbetz6f74zyy 91 6 at at IN work_w42xlvpc3nagplvbetz6f74zyy 91 7 http://tallinzen http://tallinzen ADD work_w42xlvpc3nagplvbetz6f74zyy 91 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 92 1 net net JJ work_w42xlvpc3nagplvbetz6f74zyy 92 2 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 92 3 projects project NNS work_w42xlvpc3nagplvbetz6f74zyy 92 4 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 92 5 lstm_agreement lstm_agreement NN work_w42xlvpc3nagplvbetz6f74zyy 92 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 93 1 6The 6the CD work_w42xlvpc3nagplvbetz6f74zyy 93 2 network network NN work_w42xlvpc3nagplvbetz6f74zyy 93 3 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 93 4 optimized optimize VBN work_w42xlvpc3nagplvbetz6f74zyy 93 5 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 93 6 Adam Adam NNP work_w42xlvpc3nagplvbetz6f74zyy 93 7 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 93 8 Kingma Kingma NNP work_w42xlvpc3nagplvbetz6f74zyy 93 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 93 10 Ba Ba NNP work_w42xlvpc3nagplvbetz6f74zyy 93 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 93 12 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 93 13 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 93 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 93 15 early early RB work_w42xlvpc3nagplvbetz6f74zyy 93 16 stopping stopping NN work_w42xlvpc3nagplvbetz6f74zyy 93 17 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 93 18 on on IN work_w42xlvpc3nagplvbetz6f74zyy 93 19 validation validation NN work_w42xlvpc3nagplvbetz6f74zyy 93 20 set set NN work_w42xlvpc3nagplvbetz6f74zyy 93 21 error error NN work_w42xlvpc3nagplvbetz6f74zyy 93 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 94 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 94 2 trained train VBD work_w42xlvpc3nagplvbetz6f74zyy 94 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 94 4 number number NN work_w42xlvpc3nagplvbetz6f74zyy 94 5 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 94 6 model model NN work_w42xlvpc3nagplvbetz6f74zyy 94 7 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 94 8 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 94 9 with with IN work_w42xlvpc3nagplvbetz6f74zyy 94 10 different different JJ work_w42xlvpc3nagplvbetz6f74zyy 94 11 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 94 12 initializations initialization NNS work_w42xlvpc3nagplvbetz6f74zyy 94 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 94 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 94 15 report report NN work_w42xlvpc3nagplvbetz6f74zyy 94 16 accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 94 17 averaged average VBD work_w42xlvpc3nagplvbetz6f74zyy 94 18 across across IN work_w42xlvpc3nagplvbetz6f74zyy 94 19 all all DT work_w42xlvpc3nagplvbetz6f74zyy 94 20 runs run NNS work_w42xlvpc3nagplvbetz6f74zyy 94 21 . . . work_w42xlvpc3nagplvbetz6f74zyy 95 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 95 2 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 95 3 described describe VBN work_w42xlvpc3nagplvbetz6f74zyy 95 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 95 5 Sections Sections NNP work_w42xlvpc3nagplvbetz6f74zyy 95 6 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 95 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 95 8 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 95 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 95 10 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 95 11 on on IN work_w42xlvpc3nagplvbetz6f74zyy 95 12 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 95 13 runs run NNS work_w42xlvpc3nagplvbetz6f74zyy 95 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 95 15 with with IN work_w42xlvpc3nagplvbetz6f74zyy 95 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 95 17 exception exception NN work_w42xlvpc3nagplvbetz6f74zyy 95 18 of of IN work_w42xlvpc3nagplvbetz6f74zyy 95 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 95 20 language language NN work_w42xlvpc3nagplvbetz6f74zyy 95 21 model model NN work_w42xlvpc3nagplvbetz6f74zyy 95 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 95 23 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 95 24 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 95 25 slower slow JJR work_w42xlvpc3nagplvbetz6f74zyy 95 26 to to TO work_w42xlvpc3nagplvbetz6f74zyy 95 27 train train VB work_w42xlvpc3nagplvbetz6f74zyy 95 28 and and CC work_w42xlvpc3nagplvbetz6f74zyy 95 29 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 95 30 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 95 31 once once RB work_w42xlvpc3nagplvbetz6f74zyy 95 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 96 1 7The 7The `` work_w42xlvpc3nagplvbetz6f74zyy 96 2 size size NN work_w42xlvpc3nagplvbetz6f74zyy 96 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 96 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 96 5 vocabulary vocabulary NN work_w42xlvpc3nagplvbetz6f74zyy 96 6 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 96 7 capped cap VBN work_w42xlvpc3nagplvbetz6f74zyy 96 8 at at IN work_w42xlvpc3nagplvbetz6f74zyy 96 9 10000 10000 CD work_w42xlvpc3nagplvbetz6f74zyy 96 10 ( ( -LRB- 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work_w42xlvpc3nagplvbetz6f74zyy 97 34 % % NN work_w42xlvpc3nagplvbetz6f74zyy 97 35 of of IN work_w42xlvpc3nagplvbetz6f74zyy 97 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 97 37 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 97 38 . . . work_w42xlvpc3nagplvbetz6f74zyy 98 1 line line NN work_w42xlvpc3nagplvbetz6f74zyy 98 2 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 98 3 to to TO work_w42xlvpc3nagplvbetz6f74zyy 98 4 withhold withhold VB work_w42xlvpc3nagplvbetz6f74zyy 98 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 98 6 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 98 7 information information NN work_w42xlvpc3nagplvbetz6f74zyy 98 8 carried carry VBN work_w42xlvpc3nagplvbetz6f74zyy 98 9 by by IN work_w42xlvpc3nagplvbetz6f74zyy 98 10 function function NN work_w42xlvpc3nagplvbetz6f74zyy 98 11 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 98 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 98 13 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 98 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 98 15 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 98 16 parts part NNS work_w42xlvpc3nagplvbetz6f74zyy 98 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 98 18 speech speech NN work_w42xlvpc3nagplvbetz6f74zyy 98 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 99 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 99 2 explore explore VBP work_w42xlvpc3nagplvbetz6f74zyy 99 3 two two CD work_w42xlvpc3nagplvbetz6f74zyy 99 4 variations variation NNS work_w42xlvpc3nagplvbetz6f74zyy 99 5 on on IN work_w42xlvpc3nagplvbetz6f74zyy 99 6 this this DT work_w42xlvpc3nagplvbetz6f74zyy 99 7 baseline baseline NN work_w42xlvpc3nagplvbetz6f74zyy 99 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 99 9 one one NN work_w42xlvpc3nagplvbetz6f74zyy 99 10 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 99 11 only only RB work_w42xlvpc3nagplvbetz6f74zyy 99 12 receives receive VBZ work_w42xlvpc3nagplvbetz6f74zyy 99 13 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 99 14 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 99 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 99 16 dogs dog NNS work_w42xlvpc3nagplvbetz6f74zyy 99 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 99 18 pipe pipe NN work_w42xlvpc3nagplvbetz6f74zyy 99 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 99 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 99 21 and and CC work_w42xlvpc3nagplvbetz6f74zyy 99 22 an- an- CC work_w42xlvpc3nagplvbetz6f74zyy 99 23 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 99 24 that that IN work_w42xlvpc3nagplvbetz6f74zyy 99 25 also also RB work_w42xlvpc3nagplvbetz6f74zyy 99 26 receives receive VBZ work_w42xlvpc3nagplvbetz6f74zyy 99 27 pronouns pronoun NNS work_w42xlvpc3nagplvbetz6f74zyy 99 28 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 99 29 he -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 99 30 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 99 31 and and CC work_w42xlvpc3nagplvbetz6f74zyy 99 32 proper proper JJ work_w42xlvpc3nagplvbetz6f74zyy 99 33 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 99 34 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 99 35 France France NNP work_w42xlvpc3nagplvbetz6f74zyy 99 36 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 99 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 100 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 100 2 refer refer VBP work_w42xlvpc3nagplvbetz6f74zyy 100 3 to to IN work_w42xlvpc3nagplvbetz6f74zyy 100 4 these these DT work_w42xlvpc3nagplvbetz6f74zyy 100 5 as as IN work_w42xlvpc3nagplvbetz6f74zyy 100 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 100 7 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 100 8 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 100 9 only only RB work_w42xlvpc3nagplvbetz6f74zyy 100 10 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 100 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 101 1 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 101 2 Number Number NNP work_w42xlvpc3nagplvbetz6f74zyy 101 3 Prediction Prediction NNP work_w42xlvpc3nagplvbetz6f74zyy 101 4 Results result VBZ work_w42xlvpc3nagplvbetz6f74zyy 101 5 Overall overall JJ work_w42xlvpc3nagplvbetz6f74zyy 101 6 accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 101 7 : : : work_w42xlvpc3nagplvbetz6f74zyy 101 8 Accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 101 9 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 101 10 very very RB work_w42xlvpc3nagplvbetz6f74zyy 101 11 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 101 12 over- over- NN work_w42xlvpc3nagplvbetz6f74zyy 101 13 all all DT work_w42xlvpc3nagplvbetz6f74zyy 101 14 : : : work_w42xlvpc3nagplvbetz6f74zyy 101 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 101 16 system system NN work_w42xlvpc3nagplvbetz6f74zyy 101 17 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 101 18 an an DT work_w42xlvpc3nagplvbetz6f74zyy 101 19 incorrect incorrect JJ work_w42xlvpc3nagplvbetz6f74zyy 101 20 number number NN work_w42xlvpc3nagplvbetz6f74zyy 101 21 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 101 22 only only RB work_w42xlvpc3nagplvbetz6f74zyy 101 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 101 24 0.83 0.83 CD work_w42xlvpc3nagplvbetz6f74zyy 101 25 % % NN work_w42xlvpc3nagplvbetz6f74zyy 101 26 of of IN work_w42xlvpc3nagplvbetz6f74zyy 101 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 101 28 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 101 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 102 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 102 2 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 102 3 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 102 4 only only RB work_w42xlvpc3nagplvbetz6f74zyy 102 5 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 102 6 performed perform VBD work_w42xlvpc3nagplvbetz6f74zyy 102 7 significantly significantly RB work_w42xlvpc3nagplvbetz6f74zyy 102 8 worse worse RBR work_w42xlvpc3nagplvbetz6f74zyy 102 9 : : : work_w42xlvpc3nagplvbetz6f74zyy 102 10 4.2 4.2 CD work_w42xlvpc3nagplvbetz6f74zyy 102 11 % % NN work_w42xlvpc3nagplvbetz6f74zyy 102 12 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 102 13 for for IN work_w42xlvpc3nagplvbetz6f74zyy 102 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 102 15 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 102 16 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 102 17 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 102 18 case case NN work_w42xlvpc3nagplvbetz6f74zyy 102 19 and and CC work_w42xlvpc3nagplvbetz6f74zyy 102 20 4.5 4.5 CD work_w42xlvpc3nagplvbetz6f74zyy 102 21 % % NN work_w42xlvpc3nagplvbetz6f74zyy 102 22 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 102 23 for for IN work_w42xlvpc3nagplvbetz6f74zyy 102 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 102 25 all all NNP work_w42xlvpc3nagplvbetz6f74zyy 102 26 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 102 27 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 102 28 case case NN work_w42xlvpc3nagplvbetz6f74zyy 102 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 103 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 103 2 suggests suggest VBZ work_w42xlvpc3nagplvbetz6f74zyy 103 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 103 4 function function NN work_w42xlvpc3nagplvbetz6f74zyy 103 5 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 103 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 103 7 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 103 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 103 9 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 103 10 syntactically syntactically RB work_w42xlvpc3nagplvbetz6f74zyy 103 11 informative informative JJ work_w42xlvpc3nagplvbetz6f74zyy 103 12 elements element NNS work_w42xlvpc3nagplvbetz6f74zyy 103 13 play play VBP work_w42xlvpc3nagplvbetz6f74zyy 103 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 103 15 important important JJ work_w42xlvpc3nagplvbetz6f74zyy 103 16 role role NN work_w42xlvpc3nagplvbetz6f74zyy 103 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 103 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 103 19 model model NN work_w42xlvpc3nagplvbetz6f74zyy 103 20 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 103 21 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 103 22 to to TO work_w42xlvpc3nagplvbetz6f74zyy 103 23 cor- cor- RB work_w42xlvpc3nagplvbetz6f74zyy 103 24 rectly rectly RB work_w42xlvpc3nagplvbetz6f74zyy 103 25 predict predict VB work_w42xlvpc3nagplvbetz6f74zyy 103 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 103 27 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 103 28 ’s ’s NN work_w42xlvpc3nagplvbetz6f74zyy 103 29 number number NN work_w42xlvpc3nagplvbetz6f74zyy 103 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 104 1 However however RB work_w42xlvpc3nagplvbetz6f74zyy 104 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 104 3 while while IN work_w42xlvpc3nagplvbetz6f74zyy 104 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 104 5 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 104 6 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 104 7 only only RB work_w42xlvpc3nagplvbetz6f74zyy 104 8 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 104 9 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 104 10 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 104 11 than than IN work_w42xlvpc3nagplvbetz6f74zyy 104 12 four four CD work_w42xlvpc3nagplvbetz6f74zyy 104 13 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 104 14 as as IN work_w42xlvpc3nagplvbetz6f74zyy 104 15 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 104 16 mistakes mistake NNS work_w42xlvpc3nagplvbetz6f74zyy 104 17 as as IN work_w42xlvpc3nagplvbetz6f74zyy 104 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 104 19 number number NN work_w42xlvpc3nagplvbetz6f74zyy 104 20 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 104 21 system system NN work_w42xlvpc3nagplvbetz6f74zyy 104 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 104 23 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 104 24 still still RB work_w42xlvpc3nagplvbetz6f74zyy 104 25 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 104 26 low low JJ work_w42xlvpc3nagplvbetz6f74zyy 104 27 absolute absolute JJ work_w42xlvpc3nagplvbetz6f74zyy 104 28 error error NN work_w42xlvpc3nagplvbetz6f74zyy 104 29 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 104 30 indicates indicate VBZ work_w42xlvpc3nagplvbetz6f74zyy 104 31 that that IN work_w42xlvpc3nagplvbetz6f74zyy 104 32 around around RB work_w42xlvpc3nagplvbetz6f74zyy 104 33 95 95 CD work_w42xlvpc3nagplvbetz6f74zyy 104 34 % % NN work_w42xlvpc3nagplvbetz6f74zyy 104 35 of of IN work_w42xlvpc3nagplvbetz6f74zyy 104 36 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 104 37 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 104 38 can can MD work_w42xlvpc3nagplvbetz6f74zyy 104 39 be be VB work_w42xlvpc3nagplvbetz6f74zyy 104 40 captured capture VBN work_w42xlvpc3nagplvbetz6f74zyy 104 41 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 104 42 solely solely RB work_w42xlvpc3nagplvbetz6f74zyy 104 43 on on IN work_w42xlvpc3nagplvbetz6f74zyy 104 44 the the DT work_w42xlvpc3nagplvbetz6f74zyy 104 45 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 104 46 of of IN work_w42xlvpc3nagplvbetz6f74zyy 104 47 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 104 48 preceding precede VBG work_w42xlvpc3nagplvbetz6f74zyy 104 49 the the DT work_w42xlvpc3nagplvbetz6f74zyy 104 50 verb verb NNP work_w42xlvpc3nagplvbetz6f74zyy 104 51 . . . work_w42xlvpc3nagplvbetz6f74zyy 105 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 105 2 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 105 3 perhaps perhaps RB work_w42xlvpc3nagplvbetz6f74zyy 105 4 unsurprising unsurprise VBG work_w42xlvpc3nagplvbetz6f74zyy 105 5 : : : work_w42xlvpc3nagplvbetz6f74zyy 105 6 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 105 7 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 105 8 often often RB work_w42xlvpc3nagplvbetz6f74zyy 105 9 short short JJ work_w42xlvpc3nagplvbetz6f74zyy 105 10 and and CC work_w42xlvpc3nagplvbetz6f74zyy 105 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 105 12 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 105 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 105 14 often often RB work_w42xlvpc3nagplvbetz6f74zyy 105 15 directly directly RB work_w42xlvpc3nagplvbetz6f74zyy 105 16 adjacent adjacent JJ work_w42xlvpc3nagplvbetz6f74zyy 105 17 to to IN work_w42xlvpc3nagplvbetz6f74zyy 105 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 105 19 sub- sub- NNP work_w42xlvpc3nagplvbetz6f74zyy 105 20 ject ject NN work_w42xlvpc3nagplvbetz6f74zyy 105 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 105 22 making make VBG work_w42xlvpc3nagplvbetz6f74zyy 105 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 105 24 identification identification NN work_w42xlvpc3nagplvbetz6f74zyy 105 25 of of IN work_w42xlvpc3nagplvbetz6f74zyy 105 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 105 27 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 105 28 simple simple NN work_w42xlvpc3nagplvbetz6f74zyy 105 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 106 1 To to TO work_w42xlvpc3nagplvbetz6f74zyy 106 2 gain gain VB work_w42xlvpc3nagplvbetz6f74zyy 106 3 deeper deep JJR work_w42xlvpc3nagplvbetz6f74zyy 106 4 insight insight NN work_w42xlvpc3nagplvbetz6f74zyy 106 5 into into IN work_w42xlvpc3nagplvbetz6f74zyy 106 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 106 7 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 106 8 capabilities capability NNS work_w42xlvpc3nagplvbetz6f74zyy 106 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 106 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 106 11 model model NN work_w42xlvpc3nagplvbetz6f74zyy 106 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 106 13 then then RB work_w42xlvpc3nagplvbetz6f74zyy 106 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 106 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 106 16 rest rest NN work_w42xlvpc3nagplvbetz6f74zyy 106 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 106 18 this this DT work_w42xlvpc3nagplvbetz6f74zyy 106 19 section section NN work_w42xlvpc3nagplvbetz6f74zyy 106 20 investigates investigate VBZ work_w42xlvpc3nagplvbetz6f74zyy 106 21 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 106 22 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 106 23 on on IN work_w42xlvpc3nagplvbetz6f74zyy 106 24 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 106 25 challenging challenging JJ work_w42xlvpc3nagplvbetz6f74zyy 106 26 dependencies.8 dependencies.8 NN work_w42xlvpc3nagplvbetz6f74zyy 106 27 Distance Distance NNP work_w42xlvpc3nagplvbetz6f74zyy 106 28 : : : work_w42xlvpc3nagplvbetz6f74zyy 106 29 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 106 30 first first RB work_w42xlvpc3nagplvbetz6f74zyy 106 31 examine examine VBP work_w42xlvpc3nagplvbetz6f74zyy 106 32 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 106 33 the the DT work_w42xlvpc3nagplvbetz6f74zyy 106 34 network network NN work_w42xlvpc3nagplvbetz6f74zyy 106 35 shows show VBZ work_w42xlvpc3nagplvbetz6f74zyy 106 36 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 106 37 of of IN work_w42xlvpc3nagplvbetz6f74zyy 106 38 generalizing generalize VBG work_w42xlvpc3nagplvbetz6f74zyy 106 39 to to IN work_w42xlvpc3nagplvbetz6f74zyy 106 40 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 106 41 where where WRB work_w42xlvpc3nagplvbetz6f74zyy 106 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 106 43 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 106 44 and and CC work_w42xlvpc3nagplvbetz6f74zyy 106 45 the the DT work_w42xlvpc3nagplvbetz6f74zyy 106 46 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 106 47 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 106 48 far far RB work_w42xlvpc3nagplvbetz6f74zyy 106 49 apart apart RB work_w42xlvpc3nagplvbetz6f74zyy 106 50 . . . work_w42xlvpc3nagplvbetz6f74zyy 107 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 107 2 focus focus VBP work_w42xlvpc3nagplvbetz6f74zyy 107 3 in in IN work_w42xlvpc3nagplvbetz6f74zyy 107 4 this this DT work_w42xlvpc3nagplvbetz6f74zyy 107 5 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 107 6 on on IN work_w42xlvpc3nagplvbetz6f74zyy 107 7 simpler simple JJR work_w42xlvpc3nagplvbetz6f74zyy 107 8 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 107 9 where where WRB work_w42xlvpc3nagplvbetz6f74zyy 107 10 no no DT work_w42xlvpc3nagplvbetz6f74zyy 107 11 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 107 12 in- in- RB work_w42xlvpc3nagplvbetz6f74zyy 107 13 tervened tervene VBD work_w42xlvpc3nagplvbetz6f74zyy 107 14 between between IN work_w42xlvpc3nagplvbetz6f74zyy 107 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 107 16 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 107 17 and and CC work_w42xlvpc3nagplvbetz6f74zyy 107 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 107 19 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 107 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 108 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 108 2 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 108 3 2a 2a CD work_w42xlvpc3nagplvbetz6f74zyy 108 4 shows show NNS work_w42xlvpc3nagplvbetz6f74zyy 108 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 108 6 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 108 7 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 108 8 not not RB work_w42xlvpc3nagplvbetz6f74zyy 108 9 degrade degrade VB work_w42xlvpc3nagplvbetz6f74zyy 108 10 considerably considerably RB work_w42xlvpc3nagplvbetz6f74zyy 108 11 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 108 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 108 13 distance distance NN work_w42xlvpc3nagplvbetz6f74zyy 108 14 between between IN work_w42xlvpc3nagplvbetz6f74zyy 108 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 108 16 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 108 17 and and CC work_w42xlvpc3nagplvbetz6f74zyy 108 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 108 19 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 108 20 grew grow VBD work_w42xlvpc3nagplvbetz6f74zyy 108 21 up up RB work_w42xlvpc3nagplvbetz6f74zyy 108 22 to to TO work_w42xlvpc3nagplvbetz6f74zyy 108 23 15 15 CD work_w42xlvpc3nagplvbetz6f74zyy 108 24 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 108 25 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 108 26 there there EX work_w42xlvpc3nagplvbetz6f74zyy 108 27 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 108 28 very very RB work_w42xlvpc3nagplvbetz6f74zyy 108 29 few few JJ work_w42xlvpc3nagplvbetz6f74zyy 108 30 longer long JJR work_w42xlvpc3nagplvbetz6f74zyy 108 31 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 108 32 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 108 33 . . . work_w42xlvpc3nagplvbetz6f74zyy 109 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 109 2 indicates indicate VBZ work_w42xlvpc3nagplvbetz6f74zyy 109 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 109 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 109 5 network network NN work_w42xlvpc3nagplvbetz6f74zyy 109 6 gen- gen- NN work_w42xlvpc3nagplvbetz6f74zyy 109 7 eralized eralize VBD work_w42xlvpc3nagplvbetz6f74zyy 109 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 109 9 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 109 10 from from IN work_w42xlvpc3nagplvbetz6f74zyy 109 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 109 12 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 109 13 distances distance NNS work_w42xlvpc3nagplvbetz6f74zyy 109 14 of of IN work_w42xlvpc3nagplvbetz6f74zyy 109 15 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 109 16 and and CC work_w42xlvpc3nagplvbetz6f74zyy 109 17 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 109 18 to to TO work_w42xlvpc3nagplvbetz6f74zyy 109 19 rare rare JJ work_w42xlvpc3nagplvbetz6f74zyy 109 20 distances distance NNS work_w42xlvpc3nagplvbetz6f74zyy 109 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 109 22 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 109 23 and and CC work_w42xlvpc3nagplvbetz6f74zyy 109 24 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 109 25 . . . work_w42xlvpc3nagplvbetz6f74zyy 110 1 Agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 110 2 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 110 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 110 4 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 110 5 next next IN work_w42xlvpc3nagplvbetz6f74zyy 110 6 examine examine VBP work_w42xlvpc3nagplvbetz6f74zyy 110 7 how how WRB work_w42xlvpc3nagplvbetz6f74zyy 110 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 9 model model NN work_w42xlvpc3nagplvbetz6f74zyy 110 10 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 110 11 error error NN work_w42xlvpc3nagplvbetz6f74zyy 110 12 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 110 13 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 110 14 affected affect VBN work_w42xlvpc3nagplvbetz6f74zyy 110 15 by by IN work_w42xlvpc3nagplvbetz6f74zyy 110 16 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 110 17 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 110 18 inter- inter- NN work_w42xlvpc3nagplvbetz6f74zyy 110 19 vened vene VBN work_w42xlvpc3nagplvbetz6f74zyy 110 20 between between IN work_w42xlvpc3nagplvbetz6f74zyy 110 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 22 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 110 23 and and CC work_w42xlvpc3nagplvbetz6f74zyy 110 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 25 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 110 26 in in IN work_w42xlvpc3nagplvbetz6f74zyy 110 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 28 linear linear JJ work_w42xlvpc3nagplvbetz6f74zyy 110 29 8These 8These NNP work_w42xlvpc3nagplvbetz6f74zyy 110 30 properties property NNS work_w42xlvpc3nagplvbetz6f74zyy 110 31 of of IN work_w42xlvpc3nagplvbetz6f74zyy 110 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 33 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 110 34 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 110 35 identified identify VBN work_w42xlvpc3nagplvbetz6f74zyy 110 36 by by IN work_w42xlvpc3nagplvbetz6f74zyy 110 37 parsing parse VBG work_w42xlvpc3nagplvbetz6f74zyy 110 38 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 39 test test NN work_w42xlvpc3nagplvbetz6f74zyy 110 40 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 110 41 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 110 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 110 43 parser parser NN work_w42xlvpc3nagplvbetz6f74zyy 110 44 described describe VBN work_w42xlvpc3nagplvbetz6f74zyy 110 45 in in IN work_w42xlvpc3nagplvbetz6f74zyy 110 46 Goldberg Goldberg NNP work_w42xlvpc3nagplvbetz6f74zyy 110 47 and and CC work_w42xlvpc3nagplvbetz6f74zyy 110 48 Nivre Nivre NNP work_w42xlvpc3nagplvbetz6f74zyy 110 49 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 110 50 2012 2012 CD work_w42xlvpc3nagplvbetz6f74zyy 110 51 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 110 52 . . . work_w42xlvpc3nagplvbetz6f74zyy 111 1 524 524 CD work_w42xlvpc3nagplvbetz6f74zyy 111 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 111 4 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 5 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 6 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 111 7 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 111 8 8 8 CD work_w42xlvpc3nagplvbetz6f74zyy 111 9 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 111 10 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 111 11 14 14 CD work_w42xlvpc3nagplvbetz6f74zyy 111 12 Distance Distance NNP work_w42xlvpc3nagplvbetz6f74zyy 111 13   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 14 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 15 no no UH work_w42xlvpc3nagplvbetz6f74zyy 111 16   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 17 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 111 18   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 19 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 111 20 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 21 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 22 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 23 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 111 24 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 25 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 111 26 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 27 30 30 CD work_w42xlvpc3nagplvbetz6f74zyy 111 28 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 29 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 111 30 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 31 50 50 CD work_w42xlvpc3nagplvbetz6f74zyy 111 32 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 33 E e NN work_w42xlvpc3nagplvbetz6f74zyy 111 34 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 111 35 o o NN work_w42xlvpc3nagplvbetz6f74zyy 111 36 r r NN work_w42xlvpc3nagplvbetz6f74zyy 111 37     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 38 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 111 39 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 111 40 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 41 b b NNP work_w42xlvpc3nagplvbetz6f74zyy 111 42 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 43 Plural Plural NNP work_w42xlvpc3nagplvbetz6f74zyy 111 44   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 45 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 111 46 Singular Singular NNP work_w42xlvpc3nagplvbetz6f74zyy 111 47   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 48 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 111 49 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 50 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 51 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 111 52 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 53 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 111 54 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 55 15 15 CD work_w42xlvpc3nagplvbetz6f74zyy 111 56 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 57 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 111 58 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 59 E e NN work_w42xlvpc3nagplvbetz6f74zyy 111 60 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 111 61 o o NN work_w42xlvpc3nagplvbetz6f74zyy 111 62 r r NN work_w42xlvpc3nagplvbetz6f74zyy 111 63     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 64 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 111 65 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 111 66 Last last JJ work_w42xlvpc3nagplvbetz6f74zyy 111 67   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 68 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 111 69   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 70 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 111 71 None None NNP work_w42xlvpc3nagplvbetz6f74zyy 111 72 Plural Plural NNP work_w42xlvpc3nagplvbetz6f74zyy 111 73 Singular Singular NNP work_w42xlvpc3nagplvbetz6f74zyy 111 74 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 75 c c NN work_w42xlvpc3nagplvbetz6f74zyy 111 76 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 77 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 78 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 111 79 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 80 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 111 81 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 111 82 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 111 83   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 84 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 85   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 86 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 111 87 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 88 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 89 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 111 90 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 91 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 111 92 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 93 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 111 94 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 95 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 111 96 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 97 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 111 98 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 99 E e NN work_w42xlvpc3nagplvbetz6f74zyy 111 100 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 111 101 o o NN work_w42xlvpc3nagplvbetz6f74zyy 111 102 r r NN work_w42xlvpc3nagplvbetz6f74zyy 111 103     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 104 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 111 105 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 111 106 Baseline Baseline NNP work_w42xlvpc3nagplvbetz6f74zyy 111 107 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 108 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 111 109   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 110 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 111 111 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 112 Number number NN work_w42xlvpc3nagplvbetz6f74zyy 111 113 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 111 114 Majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 111 115   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 116 class class NN work_w42xlvpc3nagplvbetz6f74zyy 111 117 Random random NN work_w42xlvpc3nagplvbetz6f74zyy 111 118   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 119 guess guess NN work_w42xlvpc3nagplvbetz6f74zyy 111 120 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 121 d d LS work_w42xlvpc3nagplvbetz6f74zyy 111 122 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 123 No no UH work_w42xlvpc3nagplvbetz6f74zyy 111 124   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 125 re re NN work_w42xlvpc3nagplvbetz6f74zyy 111 126 lati lati VBZ work_w42xlvpc3nagplvbetz6f74zyy 111 127 ve ve DT work_w42xlvpc3nagplvbetz6f74zyy 111 128     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 129 cla cla JJ work_w42xlvpc3nagplvbetz6f74zyy 111 130 use use NN work_w42xlvpc3nagplvbetz6f74zyy 111 131 Wi Wi NNP work_w42xlvpc3nagplvbetz6f74zyy 111 132 th th XX work_w42xlvpc3nagplvbetz6f74zyy 111 133     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 134 rel rel NN work_w42xlvpc3nagplvbetz6f74zyy 111 135 ativ ativ NN work_w42xlvpc3nagplvbetz6f74zyy 111 136 ize ize NN work_w42xlvpc3nagplvbetz6f74zyy 111 137 r r NNP work_w42xlvpc3nagplvbetz6f74zyy 111 138 Wi Wi NNP work_w42xlvpc3nagplvbetz6f74zyy 111 139 tho tho NN work_w42xlvpc3nagplvbetz6f74zyy 111 140 ut ut NNP work_w42xlvpc3nagplvbetz6f74zyy 111 141     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 142 rel rel NN work_w42xlvpc3nagplvbetz6f74zyy 111 143 ativ ativ NN work_w42xlvpc3nagplvbetz6f74zyy 111 144 ize ize NN work_w42xlvpc3nagplvbetz6f74zyy 111 145 r r NN work_w42xlvpc3nagplvbetz6f74zyy 111 146 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 147 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 148 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 111 149 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 150 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 111 151 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 152 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 111 153 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 154 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 111 155 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 156 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 111 157 % % NN work_w42xlvpc3nagplvbetz6f74zyy 111 158 E e NN work_w42xlvpc3nagplvbetz6f74zyy 111 159 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 111 160 o o NN work_w42xlvpc3nagplvbetz6f74zyy 111 161 r r NN work_w42xlvpc3nagplvbetz6f74zyy 111 162     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 163 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 111 164 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 111 165 Majority Majority NNP work_w42xlvpc3nagplvbetz6f74zyy 111 166 Random Random NNP work_w42xlvpc3nagplvbetz6f74zyy 111 167 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 168 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 111 169 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 170 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 171 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 111 172 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 173 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 111 174 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 111 175 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 111 176 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 111 177 7 7 CD work_w42xlvpc3nagplvbetz6f74zyy 111 178 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 111 179   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 180 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 181   _SP work_w42xlvpc3nagplvbetz6f74zyy 111 182 attractors attractors NNP work_w42xlvpc3nagplvbetz6f74zyy 111 183 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 111 184 101 101 CD work_w42xlvpc3nagplvbetz6f74zyy 111 185 102 102 CD work_w42xlvpc3nagplvbetz6f74zyy 111 186 103 103 CD work_w42xlvpc3nagplvbetz6f74zyy 111 187 104 104 CD work_w42xlvpc3nagplvbetz6f74zyy 111 188 105 105 CD work_w42xlvpc3nagplvbetz6f74zyy 111 189 106 106 CD work_w42xlvpc3nagplvbetz6f74zyy 111 190 107 107 CD work_w42xlvpc3nagplvbetz6f74zyy 111 191 C c NN work_w42xlvpc3nagplvbetz6f74zyy 111 192 o o NN work_w42xlvpc3nagplvbetz6f74zyy 111 193 u u NN work_w42xlvpc3nagplvbetz6f74zyy 111 194 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 111 195 t t NNP work_w42xlvpc3nagplvbetz6f74zyy 111 196     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 197 o o NN work_w42xlvpc3nagplvbetz6f74zyy 111 198 f f NN work_w42xlvpc3nagplvbetz6f74zyy 111 199     _SP work_w42xlvpc3nagplvbetz6f74zyy 111 200 d d NNP work_w42xlvpc3nagplvbetz6f74zyy 111 201 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 111 202 p p NN work_w42xlvpc3nagplvbetz6f74zyy 111 203 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 111 204 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 111 205 d d NNP work_w42xlvpc3nagplvbetz6f74zyy 111 206 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 111 207 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 111 208 ci ci NNP work_w42xlvpc3nagplvbetz6f74zyy 111 209 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 111 210 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 111 211 All all DT work_w42xlvpc3nagplvbetz6f74zyy 111 212 Homogeneous Homogeneous NNP work_w42xlvpc3nagplvbetz6f74zyy 111 213 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 214 f f NN work_w42xlvpc3nagplvbetz6f74zyy 111 215 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 216 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 217 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 111 218 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 219 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 111 220 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 221 PC1 PC1 NNP work_w42xlvpc3nagplvbetz6f74zyy 111 222 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 111 223 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 111 224 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 111 225 P p NN work_w42xlvpc3nagplvbetz6f74zyy 111 226 C c NN work_w42xlvpc3nagplvbetz6f74zyy 111 227 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 228 Plural Plural NNP work_w42xlvpc3nagplvbetz6f74zyy 111 229 Singular Singular NNP work_w42xlvpc3nagplvbetz6f74zyy 111 230 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 111 231 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 111 232 : : : work_w42xlvpc3nagplvbetz6f74zyy 111 233 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 234 a a DT work_w42xlvpc3nagplvbetz6f74zyy 111 235 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 111 236 d d NN work_w42xlvpc3nagplvbetz6f74zyy 111 237 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 238 Error error NN work_w42xlvpc3nagplvbetz6f74zyy 111 239 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 111 240 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 241 the the DT work_w42xlvpc3nagplvbetz6f74zyy 111 242 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 111 243 number number NN work_w42xlvpc3nagplvbetz6f74zyy 111 244 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 111 245 model model NN work_w42xlvpc3nagplvbetz6f74zyy 111 246 as as IN work_w42xlvpc3nagplvbetz6f74zyy 111 247 a a DT work_w42xlvpc3nagplvbetz6f74zyy 111 248 function function NN work_w42xlvpc3nagplvbetz6f74zyy 111 249 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 250 : : : work_w42xlvpc3nagplvbetz6f74zyy 111 251 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 252 a a DT work_w42xlvpc3nagplvbetz6f74zyy 111 253 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 254 distance distance NN work_w42xlvpc3nagplvbetz6f74zyy 111 255 between between IN work_w42xlvpc3nagplvbetz6f74zyy 111 256 the the DT work_w42xlvpc3nagplvbetz6f74zyy 111 257 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 111 258 and and CC work_w42xlvpc3nagplvbetz6f74zyy 111 259 the the DT work_w42xlvpc3nagplvbetz6f74zyy 111 260 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 111 261 , , , work_w42xlvpc3nagplvbetz6f74zyy 111 262 in in IN work_w42xlvpc3nagplvbetz6f74zyy 111 263 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 111 264 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 111 265 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 111 266 no no DT work_w42xlvpc3nagplvbetz6f74zyy 111 267 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 111 268 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 111 269 ; ; , work_w42xlvpc3nagplvbetz6f74zyy 111 270 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 271 b b NN work_w42xlvpc3nagplvbetz6f74zyy 111 272 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 273 presence presence NN work_w42xlvpc3nagplvbetz6f74zyy 111 274 and and CC work_w42xlvpc3nagplvbetz6f74zyy 111 275 number number NN work_w42xlvpc3nagplvbetz6f74zyy 111 276 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 277 last last JJ work_w42xlvpc3nagplvbetz6f74zyy 111 278 intervening intervening NN work_w42xlvpc3nagplvbetz6f74zyy 111 279 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 111 280 ; ; , work_w42xlvpc3nagplvbetz6f74zyy 111 281 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 282 c c NN work_w42xlvpc3nagplvbetz6f74zyy 111 283 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 284 count count NN work_w42xlvpc3nagplvbetz6f74zyy 111 285 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 286 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 111 287 in in IN work_w42xlvpc3nagplvbetz6f74zyy 111 288 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 111 289 with with IN work_w42xlvpc3nagplvbetz6f74zyy 111 290 homogeneous homogeneous JJ work_w42xlvpc3nagplvbetz6f74zyy 111 291 intervention intervention NN work_w42xlvpc3nagplvbetz6f74zyy 111 292 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 111 293 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 111 294 d d NN work_w42xlvpc3nagplvbetz6f74zyy 111 295 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 111 296 presence presence NN work_w42xlvpc3nagplvbetz6f74zyy 111 297 of of IN work_w42xlvpc3nagplvbetz6f74zyy 111 298 a a DT work_w42xlvpc3nagplvbetz6f74zyy 111 299 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 111 300 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 111 301 with with IN work_w42xlvpc3nagplvbetz6f74zyy 111 302 and and CC work_w42xlvpc3nagplvbetz6f74zyy 111 303 without without IN work_w42xlvpc3nagplvbetz6f74zyy 111 304 an an DT work_w42xlvpc3nagplvbetz6f74zyy 111 305 overt overt JJ work_w42xlvpc3nagplvbetz6f74zyy 111 306 relativizer relativizer NN work_w42xlvpc3nagplvbetz6f74zyy 111 307 in in IN work_w42xlvpc3nagplvbetz6f74zyy 111 308 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 111 309 with with IN work_w42xlvpc3nagplvbetz6f74zyy 111 310 homogeneous homogeneous JJ work_w42xlvpc3nagplvbetz6f74zyy 111 311 intervention intervention NN work_w42xlvpc3nagplvbetz6f74zyy 111 312 and and CC work_w42xlvpc3nagplvbetz6f74zyy 111 313 exactly exactly RB work_w42xlvpc3nagplvbetz6f74zyy 111 314 one one CD work_w42xlvpc3nagplvbetz6f74zyy 111 315 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 111 316 . . . work_w42xlvpc3nagplvbetz6f74zyy 112 1 All all DT work_w42xlvpc3nagplvbetz6f74zyy 112 2 error error NN work_w42xlvpc3nagplvbetz6f74zyy 112 3 bars bar NNS work_w42xlvpc3nagplvbetz6f74zyy 112 4 represent represent VBP work_w42xlvpc3nagplvbetz6f74zyy 112 5 95 95 CD work_w42xlvpc3nagplvbetz6f74zyy 112 6 % % NN work_w42xlvpc3nagplvbetz6f74zyy 112 7 binomial binomial JJ work_w42xlvpc3nagplvbetz6f74zyy 112 8 confidence confidence NN work_w42xlvpc3nagplvbetz6f74zyy 112 9 intervals interval NNS work_w42xlvpc3nagplvbetz6f74zyy 112 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 113 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 113 2 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 113 3 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 113 4 f f JJ work_w42xlvpc3nagplvbetz6f74zyy 113 5 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 113 6 Additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 113 7 plots plot NNS work_w42xlvpc3nagplvbetz6f74zyy 113 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 113 9 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 113 10 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 113 11 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 113 12 count count NN work_w42xlvpc3nagplvbetz6f74zyy 113 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 113 14 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 113 15 per per IN work_w42xlvpc3nagplvbetz6f74zyy 113 16 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 113 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 113 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 113 19 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 113 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 113 21 note note VB work_w42xlvpc3nagplvbetz6f74zyy 113 22 that that IN work_w42xlvpc3nagplvbetz6f74zyy 113 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 113 24 y y NN work_w42xlvpc3nagplvbetz6f74zyy 113 25 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 113 26 axis axis NNP work_w42xlvpc3nagplvbetz6f74zyy 113 27 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 113 28 on on IN work_w42xlvpc3nagplvbetz6f74zyy 113 29 a a DT work_w42xlvpc3nagplvbetz6f74zyy 113 30 log log NN work_w42xlvpc3nagplvbetz6f74zyy 113 31 scale scale NN work_w42xlvpc3nagplvbetz6f74zyy 113 32 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 113 33 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 113 34 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 113 35 f f NN work_w42xlvpc3nagplvbetz6f74zyy 113 36 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 113 37 embeddings embedding NNS work_w42xlvpc3nagplvbetz6f74zyy 113 38 of of IN work_w42xlvpc3nagplvbetz6f74zyy 113 39 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 113 40 and and CC work_w42xlvpc3nagplvbetz6f74zyy 113 41 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 113 42 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 113 43 , , , work_w42xlvpc3nagplvbetz6f74zyy 113 44 projected project VBD work_w42xlvpc3nagplvbetz6f74zyy 113 45 onto onto IN work_w42xlvpc3nagplvbetz6f74zyy 113 46 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 113 47 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 113 48 two two CD work_w42xlvpc3nagplvbetz6f74zyy 113 49 principal principal JJ work_w42xlvpc3nagplvbetz6f74zyy 113 50 components component NNS work_w42xlvpc3nagplvbetz6f74zyy 113 51 . . . work_w42xlvpc3nagplvbetz6f74zyy 114 1 order order NN work_w42xlvpc3nagplvbetz6f74zyy 114 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 114 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 114 4 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 114 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 115 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 115 2 first first RB work_w42xlvpc3nagplvbetz6f74zyy 115 3 focus focus VBP work_w42xlvpc3nagplvbetz6f74zyy 115 4 on on IN work_w42xlvpc3nagplvbetz6f74zyy 115 5 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 115 6 or or CC work_w42xlvpc3nagplvbetz6f74zyy 115 7 not not RB work_w42xlvpc3nagplvbetz6f74zyy 115 8 there there EX work_w42xlvpc3nagplvbetz6f74zyy 115 9 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 115 10 any any DT work_w42xlvpc3nagplvbetz6f74zyy 115 11 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 115 12 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 115 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 115 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 115 15 if if IN work_w42xlvpc3nagplvbetz6f74zyy 115 16 there there EX work_w42xlvpc3nagplvbetz6f74zyy 115 17 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 115 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 115 19 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 115 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 21 number number NN work_w42xlvpc3nagplvbetz6f74zyy 115 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 115 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 24 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 115 25 differed differ VBN work_w42xlvpc3nagplvbetz6f74zyy 115 26 from from IN work_w42xlvpc3nagplvbetz6f74zyy 115 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 28 number number NN work_w42xlvpc3nagplvbetz6f74zyy 115 29 of of IN work_w42xlvpc3nagplvbetz6f74zyy 115 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 31 last last JJ work_w42xlvpc3nagplvbetz6f74zyy 115 32 intervening intervening NN work_w42xlvpc3nagplvbetz6f74zyy 115 33 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 115 34 — — : work_w42xlvpc3nagplvbetz6f74zyy 115 35 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 36 type type NN work_w42xlvpc3nagplvbetz6f74zyy 115 37 of of IN work_w42xlvpc3nagplvbetz6f74zyy 115 38 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 115 39 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 115 40 would would MD work_w42xlvpc3nagplvbetz6f74zyy 115 41 trip trip VB work_w42xlvpc3nagplvbetz6f74zyy 115 42 up up RP work_w42xlvpc3nagplvbetz6f74zyy 115 43 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 44 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 115 45 heuristic heuristic NN work_w42xlvpc3nagplvbetz6f74zyy 115 46 of of IN work_w42xlvpc3nagplvbetz6f74zyy 115 47 agreeing agree VBG work_w42xlvpc3nagplvbetz6f74zyy 115 48 with with IN work_w42xlvpc3nagplvbetz6f74zyy 115 49 the the DT work_w42xlvpc3nagplvbetz6f74zyy 115 50 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 115 51 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 115 52 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 115 53 . . . work_w42xlvpc3nagplvbetz6f74zyy 116 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 116 2 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 116 3 2b 2b NNP work_w42xlvpc3nagplvbetz6f74zyy 116 4 shows show NNS work_w42xlvpc3nagplvbetz6f74zyy 116 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 116 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 116 7 last last JJ work_w42xlvpc3nagplvbetz6f74zyy 116 8 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 116 9 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 116 10 of of IN work_w42xlvpc3nagplvbetz6f74zyy 116 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 116 12 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 116 13 number number NN work_w42xlvpc3nagplvbetz6f74zyy 116 14 as as IN work_w42xlvpc3nagplvbetz6f74zyy 116 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 116 16 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 116 17 increased increase VBN work_w42xlvpc3nagplvbetz6f74zyy 116 18 error error NN work_w42xlvpc3nagplvbetz6f74zyy 116 19 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 116 20 only only RB work_w42xlvpc3nagplvbetz6f74zyy 116 21 moderately moderately RB work_w42xlvpc3nagplvbetz6f74zyy 116 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 116 23 from from IN work_w42xlvpc3nagplvbetz6f74zyy 116 24 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 116 25 % % NN work_w42xlvpc3nagplvbetz6f74zyy 116 26 to to IN work_w42xlvpc3nagplvbetz6f74zyy 116 27 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 116 28 % % NN work_w42xlvpc3nagplvbetz6f74zyy 116 29 in in IN work_w42xlvpc3nagplvbetz6f74zyy 116 30 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 116 31 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 116 32 and and CC work_w42xlvpc3nagplvbetz6f74zyy 116 33 from from IN work_w42xlvpc3nagplvbetz6f74zyy 116 34 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 116 35 % % NN work_w42xlvpc3nagplvbetz6f74zyy 116 36 to to IN work_w42xlvpc3nagplvbetz6f74zyy 116 37 1.4 1.4 CD work_w42xlvpc3nagplvbetz6f74zyy 116 38 % % NN work_w42xlvpc3nagplvbetz6f74zyy 116 39 in in IN work_w42xlvpc3nagplvbetz6f74zyy 116 40 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 116 41 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 116 42 . . . work_w42xlvpc3nagplvbetz6f74zyy 117 1 On on IN work_w42xlvpc3nagplvbetz6f74zyy 117 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 117 3 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 117 4 hand hand NN work_w42xlvpc3nagplvbetz6f74zyy 117 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 117 6 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 117 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 117 8 last last JJ work_w42xlvpc3nagplvbetz6f74zyy 117 9 intervening intervening NN work_w42xlvpc3nagplvbetz6f74zyy 117 10 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 117 11 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 117 12 an an DT work_w42xlvpc3nagplvbetz6f74zyy 117 13 agree- agree- JJ work_w42xlvpc3nagplvbetz6f74zyy 117 14 ment ment JJ work_w42xlvpc3nagplvbetz6f74zyy 117 15 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 117 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 117 17 error error NN work_w42xlvpc3nagplvbetz6f74zyy 117 18 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 117 19 increased increase VBD work_w42xlvpc3nagplvbetz6f74zyy 117 20 by by IN work_w42xlvpc3nagplvbetz6f74zyy 117 21 almost almost RB work_w42xlvpc3nagplvbetz6f74zyy 117 22 an an DT work_w42xlvpc3nagplvbetz6f74zyy 117 23 order order NN work_w42xlvpc3nagplvbetz6f74zyy 117 24 of of IN work_w42xlvpc3nagplvbetz6f74zyy 117 25 magnitude magnitude NN work_w42xlvpc3nagplvbetz6f74zyy 117 26 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 117 27 to to IN work_w42xlvpc3nagplvbetz6f74zyy 117 28 6.5 6.5 CD work_w42xlvpc3nagplvbetz6f74zyy 117 29 % % NN work_w42xlvpc3nagplvbetz6f74zyy 117 30 and and CC work_w42xlvpc3nagplvbetz6f74zyy 117 31 5.4 5.4 CD work_w42xlvpc3nagplvbetz6f74zyy 117 32 % % NN work_w42xlvpc3nagplvbetz6f74zyy 117 33 respectively respectively RB work_w42xlvpc3nagplvbetz6f74zyy 117 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 117 35 . . . work_w42xlvpc3nagplvbetz6f74zyy 118 1 Note note VB work_w42xlvpc3nagplvbetz6f74zyy 118 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 118 3 however however RB work_w42xlvpc3nagplvbetz6f74zyy 118 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 118 5 that that IN work_w42xlvpc3nagplvbetz6f74zyy 118 6 even even RB work_w42xlvpc3nagplvbetz6f74zyy 118 7 an an DT work_w42xlvpc3nagplvbetz6f74zyy 118 8 error error NN work_w42xlvpc3nagplvbetz6f74zyy 118 9 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 118 10 of of IN work_w42xlvpc3nagplvbetz6f74zyy 118 11 6.5 6.5 CD work_w42xlvpc3nagplvbetz6f74zyy 118 12 % % NN work_w42xlvpc3nagplvbetz6f74zyy 118 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 118 14 quite quite RB work_w42xlvpc3nagplvbetz6f74zyy 118 15 impressive impressive JJ work_w42xlvpc3nagplvbetz6f74zyy 118 16 considering considering NN work_w42xlvpc3nagplvbetz6f74zyy 118 17 uninformed uninformed JJ work_w42xlvpc3nagplvbetz6f74zyy 118 18 strategies strategy NNS work_w42xlvpc3nagplvbetz6f74zyy 118 19 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 118 20 as as IN work_w42xlvpc3nagplvbetz6f74zyy 118 21 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 118 22 guessing guessing NN work_w42xlvpc3nagplvbetz6f74zyy 118 23 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 118 24 50 50 CD work_w42xlvpc3nagplvbetz6f74zyy 118 25 % % NN work_w42xlvpc3nagplvbetz6f74zyy 118 26 error error NN work_w42xlvpc3nagplvbetz6f74zyy 118 27 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 118 28 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 118 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 118 30 always always RB work_w42xlvpc3nagplvbetz6f74zyy 118 31 assigning assign VBG work_w42xlvpc3nagplvbetz6f74zyy 118 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 118 33 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 118 34 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 118 35 class class NN work_w42xlvpc3nagplvbetz6f74zyy 118 36 label label NN work_w42xlvpc3nagplvbetz6f74zyy 118 37 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 118 38 32 32 CD work_w42xlvpc3nagplvbetz6f74zyy 118 39 % % NN work_w42xlvpc3nagplvbetz6f74zyy 118 40 error error NN work_w42xlvpc3nagplvbetz6f74zyy 118 41 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 118 42 , , , work_w42xlvpc3nagplvbetz6f74zyy 118 43 since since IN work_w42xlvpc3nagplvbetz6f74zyy 118 44 32 32 CD work_w42xlvpc3nagplvbetz6f74zyy 118 45 % % NN work_w42xlvpc3nagplvbetz6f74zyy 118 46 of of IN work_w42xlvpc3nagplvbetz6f74zyy 118 47 the the DT work_w42xlvpc3nagplvbetz6f74zyy 118 48 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 118 49 in in IN work_w42xlvpc3nagplvbetz6f74zyy 118 50 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 118 51 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 118 52 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 118 53 plu- plu- NNS work_w42xlvpc3nagplvbetz6f74zyy 118 54 ral ral XX work_w42xlvpc3nagplvbetz6f74zyy 118 55 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 118 56 and and CC work_w42xlvpc3nagplvbetz6f74zyy 118 57 the the DT work_w42xlvpc3nagplvbetz6f74zyy 118 58 number number NN work_w42xlvpc3nagplvbetz6f74zyy 118 59 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 118 60 of of IN work_w42xlvpc3nagplvbetz6f74zyy 118 61 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 118 62 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 118 63 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 118 64 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 118 65 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 118 66 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 118 67 heuristic heuristic JJ work_w42xlvpc3nagplvbetz6f74zyy 118 68 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 118 69 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 118 70 % % NN work_w42xlvpc3nagplvbetz6f74zyy 118 71 error error NN work_w42xlvpc3nagplvbetz6f74zyy 118 72 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 118 73 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 118 74 . . . work_w42xlvpc3nagplvbetz6f74zyy 119 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 119 2 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 119 3 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 119 4 only only RB work_w42xlvpc3nagplvbetz6f74zyy 119 5 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 119 6 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 119 7 performed perform VBD work_w42xlvpc3nagplvbetz6f74zyy 119 8 much much RB work_w42xlvpc3nagplvbetz6f74zyy 119 9 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 119 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 119 11 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 119 12 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 119 13 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 119 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 119 15 with with IN work_w42xlvpc3nagplvbetz6f74zyy 119 16 error error NN work_w42xlvpc3nagplvbetz6f74zyy 119 17 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 119 18 of of IN work_w42xlvpc3nagplvbetz6f74zyy 119 19 46.4 46.4 CD work_w42xlvpc3nagplvbetz6f74zyy 119 20 % % NN work_w42xlvpc3nagplvbetz6f74zyy 119 21 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 119 22 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 119 23 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 119 24 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 119 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 119 26 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 119 27 % % NN work_w42xlvpc3nagplvbetz6f74zyy 119 28 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 119 29 all all DT work_w42xlvpc3nagplvbetz6f74zyy 119 30 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 119 31 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 119 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 120 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 120 2 next next RB work_w42xlvpc3nagplvbetz6f74zyy 120 3 tested test VBD work_w42xlvpc3nagplvbetz6f74zyy 120 4 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 120 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 120 6 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 120 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 120 8 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 120 9 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 120 10 cumulative cumulative JJ work_w42xlvpc3nagplvbetz6f74zyy 120 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 120 12 by by IN work_w42xlvpc3nagplvbetz6f74zyy 120 13 focusing focus VBG work_w42xlvpc3nagplvbetz6f74zyy 120 14 on on IN work_w42xlvpc3nagplvbetz6f74zyy 120 15 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 120 16 with with IN work_w42xlvpc3nagplvbetz6f74zyy 120 17 multi- multi- NNP work_w42xlvpc3nagplvbetz6f74zyy 120 18 ple ple NNP work_w42xlvpc3nagplvbetz6f74zyy 120 19 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 120 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 121 1 To to TO work_w42xlvpc3nagplvbetz6f74zyy 121 2 avoid avoid VB work_w42xlvpc3nagplvbetz6f74zyy 121 3 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 121 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 121 5 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 121 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 121 7 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 121 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 121 9 an an DT work_w42xlvpc3nagplvbetz6f74zyy 121 10 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 121 11 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 121 12 offset offset VBN work_w42xlvpc3nagplvbetz6f74zyy 121 13 by by IN work_w42xlvpc3nagplvbetz6f74zyy 121 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 121 15 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 121 16 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 121 17 with with IN work_w42xlvpc3nagplvbetz6f74zyy 121 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 121 19 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 121 20 number number NN work_w42xlvpc3nagplvbetz6f74zyy 121 21 as as IN work_w42xlvpc3nagplvbetz6f74zyy 121 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 121 23 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 121 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 121 25 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 121 26 restricted restrict VBD work_w42xlvpc3nagplvbetz6f74zyy 121 27 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 121 28 search search NN work_w42xlvpc3nagplvbetz6f74zyy 121 29 to to IN work_w42xlvpc3nagplvbetz6f74zyy 121 30 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 121 31 in in IN work_w42xlvpc3nagplvbetz6f74zyy 121 32 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 121 33 all all DT work_w42xlvpc3nagplvbetz6f74zyy 121 34 of of IN work_w42xlvpc3nagplvbetz6f74zyy 121 35 the the DT work_w42xlvpc3nagplvbetz6f74zyy 121 36 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 121 37 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 121 38 had have VBD work_w42xlvpc3nagplvbetz6f74zyy 121 39 the the DT work_w42xlvpc3nagplvbetz6f74zyy 121 40 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 121 41 number number NN work_w42xlvpc3nagplvbetz6f74zyy 121 42 , , , work_w42xlvpc3nagplvbetz6f74zyy 121 43 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 121 44 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 121 45 term term VBP work_w42xlvpc3nagplvbetz6f74zyy 121 46 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 121 47 with with IN work_w42xlvpc3nagplvbetz6f74zyy 121 48 homogeneous homogeneous JJ work_w42xlvpc3nagplvbetz6f74zyy 121 49 intervention intervention NN work_w42xlvpc3nagplvbetz6f74zyy 121 50 . . . work_w42xlvpc3nagplvbetz6f74zyy 122 1 For for IN work_w42xlvpc3nagplvbetz6f74zyy 122 2 example example NN work_w42xlvpc3nagplvbetz6f74zyy 122 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 122 4 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 122 5 9 9 CD work_w42xlvpc3nagplvbetz6f74zyy 122 6 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 122 7 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 122 8 homogeneous homogeneous JJ work_w42xlvpc3nagplvbetz6f74zyy 122 9 intervention intervention NN work_w42xlvpc3nagplvbetz6f74zyy 122 10 whereas whereas IN work_w42xlvpc3nagplvbetz6f74zyy 122 11 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 122 12 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 122 13 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 122 14 does do VBZ work_w42xlvpc3nagplvbetz6f74zyy 122 15 not not RB work_w42xlvpc3nagplvbetz6f74zyy 122 16 : : : work_w42xlvpc3nagplvbetz6f74zyy 122 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 122 18 9 9 LS work_w42xlvpc3nagplvbetz6f74zyy 122 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 122 20 The the DT work_w42xlvpc3nagplvbetz6f74zyy 122 21 roses rose NNS work_w42xlvpc3nagplvbetz6f74zyy 122 22 in in IN work_w42xlvpc3nagplvbetz6f74zyy 122 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 122 24 vase vase NN work_w42xlvpc3nagplvbetz6f74zyy 122 25 by by IN work_w42xlvpc3nagplvbetz6f74zyy 122 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 122 27 door door NN work_w42xlvpc3nagplvbetz6f74zyy 122 28 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 122 29 red red JJ work_w42xlvpc3nagplvbetz6f74zyy 122 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 123 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 123 2 10 10 LS work_w42xlvpc3nagplvbetz6f74zyy 123 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 123 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 123 5 roses rose NNS work_w42xlvpc3nagplvbetz6f74zyy 123 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 123 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 123 8 vase vase NN work_w42xlvpc3nagplvbetz6f74zyy 123 9 by by IN work_w42xlvpc3nagplvbetz6f74zyy 123 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 123 11 chairs chair NNS work_w42xlvpc3nagplvbetz6f74zyy 123 12 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 123 13 red red JJ work_w42xlvpc3nagplvbetz6f74zyy 123 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 124 1 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 124 2 2c 2c NN work_w42xlvpc3nagplvbetz6f74zyy 124 3 shows show VBZ work_w42xlvpc3nagplvbetz6f74zyy 124 4 that that IN work_w42xlvpc3nagplvbetz6f74zyy 124 5 error error NN work_w42xlvpc3nagplvbetz6f74zyy 124 6 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 124 7 increased increase VBD work_w42xlvpc3nagplvbetz6f74zyy 124 8 gradually gradually RB work_w42xlvpc3nagplvbetz6f74zyy 124 9 as as IN work_w42xlvpc3nagplvbetz6f74zyy 124 10 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 124 11 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 124 12 intervened intervene VBD work_w42xlvpc3nagplvbetz6f74zyy 124 13 between between IN work_w42xlvpc3nagplvbetz6f74zyy 124 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 124 15 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 124 16 and and CC work_w42xlvpc3nagplvbetz6f74zyy 124 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 124 18 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 124 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 125 1 Performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 125 2 degraded degrade VBD work_w42xlvpc3nagplvbetz6f74zyy 125 3 quite quite RB work_w42xlvpc3nagplvbetz6f74zyy 125 4 slowly slowly RB work_w42xlvpc3nagplvbetz6f74zyy 125 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 125 6 how- how- RB work_w42xlvpc3nagplvbetz6f74zyy 125 7 ever ever RB work_w42xlvpc3nagplvbetz6f74zyy 125 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 125 9 even even RB work_w42xlvpc3nagplvbetz6f74zyy 125 10 with with IN work_w42xlvpc3nagplvbetz6f74zyy 125 11 four four CD work_w42xlvpc3nagplvbetz6f74zyy 125 12 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 125 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 125 14 error error NN work_w42xlvpc3nagplvbetz6f74zyy 125 15 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 125 16 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 125 17 only only RB work_w42xlvpc3nagplvbetz6f74zyy 125 18 17.6 17.6 CD work_w42xlvpc3nagplvbetz6f74zyy 125 19 % % NN work_w42xlvpc3nagplvbetz6f74zyy 125 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 126 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 126 2 expected expect VBN work_w42xlvpc3nagplvbetz6f74zyy 126 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 126 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 126 5 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 126 6 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 126 7 only only RB work_w42xlvpc3nagplvbetz6f74zyy 126 8 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 126 9 per- per- RB work_w42xlvpc3nagplvbetz6f74zyy 126 10 formed form VBD work_w42xlvpc3nagplvbetz6f74zyy 126 11 significantly significantly RB work_w42xlvpc3nagplvbetz6f74zyy 126 12 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 126 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 126 14 this this DT work_w42xlvpc3nagplvbetz6f74zyy 126 15 setting setting NN work_w42xlvpc3nagplvbetz6f74zyy 126 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 126 17 reaching reach VBG work_w42xlvpc3nagplvbetz6f74zyy 126 18 an an DT work_w42xlvpc3nagplvbetz6f74zyy 126 19 error error NN work_w42xlvpc3nagplvbetz6f74zyy 126 20 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 126 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 126 22 up up IN work_w42xlvpc3nagplvbetz6f74zyy 126 23 to to TO work_w42xlvpc3nagplvbetz6f74zyy 126 24 84 84 CD work_w42xlvpc3nagplvbetz6f74zyy 126 25 % % NN work_w42xlvpc3nagplvbetz6f74zyy 126 26 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 126 27 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 126 28 than than IN work_w42xlvpc3nagplvbetz6f74zyy 126 29 chance chance NN work_w42xlvpc3nagplvbetz6f74zyy 126 30 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 126 31 in in IN work_w42xlvpc3nagplvbetz6f74zyy 126 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 126 33 case case NN work_w42xlvpc3nagplvbetz6f74zyy 126 34 of of IN work_w42xlvpc3nagplvbetz6f74zyy 126 35 four four CD work_w42xlvpc3nagplvbetz6f74zyy 126 36 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 126 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 127 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 127 2 confirms confirm VBZ work_w42xlvpc3nagplvbetz6f74zyy 127 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 127 4 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 127 5 cues cue NNS work_w42xlvpc3nagplvbetz6f74zyy 127 6 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 127 7 critical critical JJ work_w42xlvpc3nagplvbetz6f74zyy 127 8 for for IN work_w42xlvpc3nagplvbetz6f74zyy 127 9 solving solve VBG work_w42xlvpc3nagplvbetz6f74zyy 127 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 127 11 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 127 12 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 127 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 128 1 525 525 CD work_w42xlvpc3nagplvbetz6f74zyy 128 2 Relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 128 3 clauses clause NNS work_w42xlvpc3nagplvbetz6f74zyy 128 4 : : : work_w42xlvpc3nagplvbetz6f74zyy 128 5 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 128 6 now now RB work_w42xlvpc3nagplvbetz6f74zyy 128 7 look look VBP work_w42xlvpc3nagplvbetz6f74zyy 128 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 128 9 greater great JJR work_w42xlvpc3nagplvbetz6f74zyy 128 10 detail detail NN work_w42xlvpc3nagplvbetz6f74zyy 128 11 into into IN work_w42xlvpc3nagplvbetz6f74zyy 128 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 128 13 network network NN work_w42xlvpc3nagplvbetz6f74zyy 128 14 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 128 15 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 128 16 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 128 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 128 18 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 128 19 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 128 20 intervened intervene VBD work_w42xlvpc3nagplvbetz6f74zyy 128 21 between between IN work_w42xlvpc3nagplvbetz6f74zyy 128 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 128 23 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 128 24 and and CC work_w42xlvpc3nagplvbetz6f74zyy 128 25 verb verb NNP work_w42xlvpc3nagplvbetz6f74zyy 128 26 contained contain VBD work_w42xlvpc3nagplvbetz6f74zyy 128 27 a a DT work_w42xlvpc3nagplvbetz6f74zyy 128 28 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 128 29 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 128 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 129 1 Relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 129 2 clauses clause NNS work_w42xlvpc3nagplvbetz6f74zyy 129 3 with with IN work_w42xlvpc3nagplvbetz6f74zyy 129 4 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 129 5 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 129 6 likely likely JJ work_w42xlvpc3nagplvbetz6f74zyy 129 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 129 8 be be VB work_w42xlvpc3nagplvbetz6f74zyy 129 9 fairly fairly RB work_w42xlvpc3nagplvbetz6f74zyy 129 10 challenging challenging JJ work_w42xlvpc3nagplvbetz6f74zyy 129 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 129 12 for for IN work_w42xlvpc3nagplvbetz6f74zyy 129 13 several several JJ work_w42xlvpc3nagplvbetz6f74zyy 129 14 rea- rea- NN work_w42xlvpc3nagplvbetz6f74zyy 129 15 sons son NNS work_w42xlvpc3nagplvbetz6f74zyy 129 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 130 1 They -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 130 2 typically typically RB work_w42xlvpc3nagplvbetz6f74zyy 130 3 contain contain VBP work_w42xlvpc3nagplvbetz6f74zyy 130 4 a a DT work_w42xlvpc3nagplvbetz6f74zyy 130 5 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 130 6 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 130 7 agrees agree VBZ work_w42xlvpc3nagplvbetz6f74zyy 130 8 with with IN work_w42xlvpc3nagplvbetz6f74zyy 130 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 130 10 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 130 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 130 12 reinforcing reinforce VBG work_w42xlvpc3nagplvbetz6f74zyy 130 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 130 14 misleading misleading JJ work_w42xlvpc3nagplvbetz6f74zyy 130 15 cue cue NN work_w42xlvpc3nagplvbetz6f74zyy 130 16 to to IN work_w42xlvpc3nagplvbetz6f74zyy 130 17 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 130 18 number number NN work_w42xlvpc3nagplvbetz6f74zyy 130 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 131 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 131 2 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 131 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 131 4 often often RB work_w42xlvpc3nagplvbetz6f74zyy 131 5 itself -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 131 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 131 7 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 131 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 131 9 an an DT work_w42xlvpc3nagplvbetz6f74zyy 131 10 irrelevant irrelevant JJ work_w42xlvpc3nagplvbetz6f74zyy 131 11 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 131 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 131 13 making make VBG work_w42xlvpc3nagplvbetz6f74zyy 131 14 a a DT work_w42xlvpc3nagplvbetz6f74zyy 131 15 potential potential NN work_w42xlvpc3nagplvbetz6f74zyy 131 16 “ " `` work_w42xlvpc3nagplvbetz6f74zyy 131 17 agree agree VB work_w42xlvpc3nagplvbetz6f74zyy 131 18 with with IN work_w42xlvpc3nagplvbetz6f74zyy 131 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 131 20 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 131 21 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 131 22 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 131 23 ” " '' work_w42xlvpc3nagplvbetz6f74zyy 131 24 strategy strategy NN work_w42xlvpc3nagplvbetz6f74zyy 131 25 unreliable unreliable JJ work_w42xlvpc3nagplvbetz6f74zyy 131 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 132 1 Finally finally RB work_w42xlvpc3nagplvbetz6f74zyy 132 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 132 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 132 4 existence existence NN work_w42xlvpc3nagplvbetz6f74zyy 132 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 132 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 132 7 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 132 8 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 132 9 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 132 10 sometimes sometimes RB work_w42xlvpc3nagplvbetz6f74zyy 132 11 not not RB work_w42xlvpc3nagplvbetz6f74zyy 132 12 overtly overtly RB work_w42xlvpc3nagplvbetz6f74zyy 132 13 indicated indicate VBN work_w42xlvpc3nagplvbetz6f74zyy 132 14 by by IN work_w42xlvpc3nagplvbetz6f74zyy 132 15 a a DT work_w42xlvpc3nagplvbetz6f74zyy 132 16 function function NN work_w42xlvpc3nagplvbetz6f74zyy 132 17 word word NN work_w42xlvpc3nagplvbetz6f74zyy 132 18 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 132 19 relativizer relativizer NN work_w42xlvpc3nagplvbetz6f74zyy 132 20 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 132 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 132 22 as as IN work_w42xlvpc3nagplvbetz6f74zyy 132 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 132 24 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 132 25 11 11 CD work_w42xlvpc3nagplvbetz6f74zyy 132 26 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 132 27 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 132 28 for for IN work_w42xlvpc3nagplvbetz6f74zyy 132 29 comparison comparison NN work_w42xlvpc3nagplvbetz6f74zyy 132 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 132 31 see see VB work_w42xlvpc3nagplvbetz6f74zyy 132 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 132 33 minimally minimally RB work_w42xlvpc3nagplvbetz6f74zyy 132 34 different different JJ work_w42xlvpc3nagplvbetz6f74zyy 132 35 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 132 36 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 132 37 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 132 38 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 132 39 : : : work_w42xlvpc3nagplvbetz6f74zyy 132 40 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 132 41 11 11 LS work_w42xlvpc3nagplvbetz6f74zyy 132 42 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 132 43 The the DT work_w42xlvpc3nagplvbetz6f74zyy 132 44 landmarks landmark NNS work_w42xlvpc3nagplvbetz6f74zyy 132 45 this this DT work_w42xlvpc3nagplvbetz6f74zyy 132 46 article article NN work_w42xlvpc3nagplvbetz6f74zyy 132 47 lists list NNS work_w42xlvpc3nagplvbetz6f74zyy 132 48 here here RB work_w42xlvpc3nagplvbetz6f74zyy 132 49 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 132 50 also also RB work_w42xlvpc3nagplvbetz6f74zyy 132 51 run run VBN work_w42xlvpc3nagplvbetz6f74zyy 132 52 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 132 53 of of IN work_w42xlvpc3nagplvbetz6f74zyy 132 54 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 132 55 the the DT work_w42xlvpc3nagplvbetz6f74zyy 132 56 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 132 57 mill mill NN work_w42xlvpc3nagplvbetz6f74zyy 132 58 and and CC work_w42xlvpc3nagplvbetz6f74zyy 132 59 not not RB work_w42xlvpc3nagplvbetz6f74zyy 132 60 notable notable JJ work_w42xlvpc3nagplvbetz6f74zyy 132 61 . . . work_w42xlvpc3nagplvbetz6f74zyy 133 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 133 2 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 133 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 133 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 133 5 landmarks landmark NNS work_w42xlvpc3nagplvbetz6f74zyy 133 6 that that IN work_w42xlvpc3nagplvbetz6f74zyy 133 7 this this DT work_w42xlvpc3nagplvbetz6f74zyy 133 8 article article NN work_w42xlvpc3nagplvbetz6f74zyy 133 9 lists list NNS work_w42xlvpc3nagplvbetz6f74zyy 133 10 here here RB work_w42xlvpc3nagplvbetz6f74zyy 133 11 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 133 12 also also RB work_w42xlvpc3nagplvbetz6f74zyy 133 13 run run VBN work_w42xlvpc3nagplvbetz6f74zyy 133 14 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 133 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 133 16 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 133 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 133 18 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 133 19 mill mill NN work_w42xlvpc3nagplvbetz6f74zyy 133 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 133 21 not not RB work_w42xlvpc3nagplvbetz6f74zyy 133 22 notable notable JJ work_w42xlvpc3nagplvbetz6f74zyy 133 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 134 1 For for IN work_w42xlvpc3nagplvbetz6f74zyy 134 2 data data NN work_w42xlvpc3nagplvbetz6f74zyy 134 3 sparsity sparsity NN work_w42xlvpc3nagplvbetz6f74zyy 134 4 reasons reason NNS work_w42xlvpc3nagplvbetz6f74zyy 134 5 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 134 6 restricted restrict VBD work_w42xlvpc3nagplvbetz6f74zyy 134 7 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 134 8 attention attention NN work_w42xlvpc3nagplvbetz6f74zyy 134 9 to to IN work_w42xlvpc3nagplvbetz6f74zyy 134 10 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 134 11 with with IN work_w42xlvpc3nagplvbetz6f74zyy 134 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 134 13 single single JJ work_w42xlvpc3nagplvbetz6f74zyy 134 14 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 134 15 and and CC work_w42xlvpc3nagplvbetz6f74zyy 134 16 no no DT work_w42xlvpc3nagplvbetz6f74zyy 134 17 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 134 18 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 134 19 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 134 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 135 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 135 2 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 135 3 2d 2d NNP work_w42xlvpc3nagplvbetz6f74zyy 135 4 shows show NNS work_w42xlvpc3nagplvbetz6f74zyy 135 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 135 6 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 135 7 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 135 8 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 135 9 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 135 10 frequent frequent JJ work_w42xlvpc3nagplvbetz6f74zyy 135 11 in in IN work_w42xlvpc3nagplvbetz6f74zyy 135 12 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 135 13 with with IN work_w42xlvpc3nagplvbetz6f74zyy 135 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 135 15 overt overt JJ work_w42xlvpc3nagplvbetz6f74zyy 135 16 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 135 17 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 135 18 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 135 19 9.9 9.9 CD work_w42xlvpc3nagplvbetz6f74zyy 135 20 % % NN work_w42xlvpc3nagplvbetz6f74zyy 135 21 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 135 22 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 135 23 than than IN work_w42xlvpc3nagplvbetz6f74zyy 135 24 in in IN work_w42xlvpc3nagplvbetz6f74zyy 135 25 dependen- dependen- JJ work_w42xlvpc3nagplvbetz6f74zyy 135 26 cies cie NNS work_w42xlvpc3nagplvbetz6f74zyy 135 27 without without IN work_w42xlvpc3nagplvbetz6f74zyy 135 28 a a DT work_w42xlvpc3nagplvbetz6f74zyy 135 29 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 135 30 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 135 31 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 135 32 3.2 3.2 CD work_w42xlvpc3nagplvbetz6f74zyy 135 33 % % NN work_w42xlvpc3nagplvbetz6f74zyy 135 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 135 35 , , , work_w42xlvpc3nagplvbetz6f74zyy 135 36 and and CC work_w42xlvpc3nagplvbetz6f74zyy 135 37 consider- consider- NN work_w42xlvpc3nagplvbetz6f74zyy 135 38 ably ably RB work_w42xlvpc3nagplvbetz6f74zyy 135 39 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 135 40 frequent frequent JJ work_w42xlvpc3nagplvbetz6f74zyy 135 41 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 135 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 135 43 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 135 44 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 135 45 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 135 46 not not RB work_w42xlvpc3nagplvbetz6f74zyy 135 47 introduced introduce VBN work_w42xlvpc3nagplvbetz6f74zyy 135 48 by by IN work_w42xlvpc3nagplvbetz6f74zyy 135 49 an an DT work_w42xlvpc3nagplvbetz6f74zyy 135 50 overt overt JJ work_w42xlvpc3nagplvbetz6f74zyy 135 51 relativizer relativizer NN work_w42xlvpc3nagplvbetz6f74zyy 135 52 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 135 53 25 25 CD work_w42xlvpc3nagplvbetz6f74zyy 135 54 % % NN work_w42xlvpc3nagplvbetz6f74zyy 135 55 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 135 56 . . . work_w42xlvpc3nagplvbetz6f74zyy 136 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 136 2 in in IN work_w42xlvpc3nagplvbetz6f74zyy 136 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 136 4 case case NN work_w42xlvpc3nagplvbetz6f74zyy 136 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 136 6 multiple multiple JJ work_w42xlvpc3nagplvbetz6f74zyy 136 7 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 136 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 136 9 however however RB work_w42xlvpc3nagplvbetz6f74zyy 136 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 136 11 while while IN work_w42xlvpc3nagplvbetz6f74zyy 136 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 136 13 model model NN work_w42xlvpc3nagplvbetz6f74zyy 136 14 struggled struggle VBD work_w42xlvpc3nagplvbetz6f74zyy 136 15 with with IN work_w42xlvpc3nagplvbetz6f74zyy 136 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 136 17 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 136 18 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 136 19 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 136 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 136 21 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 136 22 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 136 23 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 136 24 much much RB work_w42xlvpc3nagplvbetz6f74zyy 136 25 better well JJR work_w42xlvpc3nagplvbetz6f74zyy 136 26 than than IN work_w42xlvpc3nagplvbetz6f74zyy 136 27 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 136 28 guessing guessing NN work_w42xlvpc3nagplvbetz6f74zyy 136 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 136 30 and and CC work_w42xlvpc3nagplvbetz6f74zyy 136 31 slightly slightly RB work_w42xlvpc3nagplvbetz6f74zyy 136 32 better well JJR work_w42xlvpc3nagplvbetz6f74zyy 136 33 than than IN work_w42xlvpc3nagplvbetz6f74zyy 136 34 a a DT work_w42xlvpc3nagplvbetz6f74zyy 136 35 majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 136 36 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 136 37 class class NN work_w42xlvpc3nagplvbetz6f74zyy 136 38 strategy strategy NN work_w42xlvpc3nagplvbetz6f74zyy 136 39 . . . work_w42xlvpc3nagplvbetz6f74zyy 137 1 Word word NN work_w42xlvpc3nagplvbetz6f74zyy 137 2 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 137 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 137 4 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 137 5 explored explore VBD work_w42xlvpc3nagplvbetz6f74zyy 137 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 137 7 50- 50- JJ work_w42xlvpc3nagplvbetz6f74zyy 137 8 dimensional dimensional JJ work_w42xlvpc3nagplvbetz6f74zyy 137 9 word word NN work_w42xlvpc3nagplvbetz6f74zyy 137 10 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 137 11 acquired acquire VBN work_w42xlvpc3nagplvbetz6f74zyy 137 12 by by IN work_w42xlvpc3nagplvbetz6f74zyy 137 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 137 14 model model NN work_w42xlvpc3nagplvbetz6f74zyy 137 15 by by IN work_w42xlvpc3nagplvbetz6f74zyy 137 16 performing perform VBG work_w42xlvpc3nagplvbetz6f74zyy 137 17 a a DT work_w42xlvpc3nagplvbetz6f74zyy 137 18 principal principal JJ work_w42xlvpc3nagplvbetz6f74zyy 137 19 component component NN work_w42xlvpc3nagplvbetz6f74zyy 137 20 anal- anal- NNP work_w42xlvpc3nagplvbetz6f74zyy 137 21 ysis ysis NNP work_w42xlvpc3nagplvbetz6f74zyy 137 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 138 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 138 2 assigned assign VBD work_w42xlvpc3nagplvbetz6f74zyy 138 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 138 4 part part NN work_w42xlvpc3nagplvbetz6f74zyy 138 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 138 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 138 7 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 138 8 speech speech NN work_w42xlvpc3nagplvbetz6f74zyy 138 9 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 138 10 POS POS NNP work_w42xlvpc3nagplvbetz6f74zyy 138 11 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 138 12 to to IN work_w42xlvpc3nagplvbetz6f74zyy 138 13 each each DT work_w42xlvpc3nagplvbetz6f74zyy 138 14 word word NN work_w42xlvpc3nagplvbetz6f74zyy 138 15 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 138 16 on on IN work_w42xlvpc3nagplvbetz6f74zyy 138 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 138 18 word word NN work_w42xlvpc3nagplvbetz6f74zyy 138 19 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 138 20 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 138 21 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 138 22 POS pos NN work_w42xlvpc3nagplvbetz6f74zyy 138 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 138 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 138 25 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 138 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 139 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 139 2 only only RB work_w42xlvpc3nagplvbetz6f74zyy 139 3 considered consider VBD work_w42xlvpc3nagplvbetz6f74zyy 139 4 relatively relatively RB work_w42xlvpc3nagplvbetz6f74zyy 139 5 unambiguous unambiguous JJ work_w42xlvpc3nagplvbetz6f74zyy 139 6 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 139 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 139 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 139 9 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 139 10 a a DT work_w42xlvpc3nagplvbetz6f74zyy 139 11 single single JJ work_w42xlvpc3nagplvbetz6f74zyy 139 12 POS POS NNP work_w42xlvpc3nagplvbetz6f74zyy 139 13 accounted account VBD work_w42xlvpc3nagplvbetz6f74zyy 139 14 for for IN work_w42xlvpc3nagplvbetz6f74zyy 139 15 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 139 16 than than IN work_w42xlvpc3nagplvbetz6f74zyy 139 17 90 90 CD work_w42xlvpc3nagplvbetz6f74zyy 139 18 % % NN work_w42xlvpc3nagplvbetz6f74zyy 139 19 of of IN work_w42xlvpc3nagplvbetz6f74zyy 139 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 139 21 word word NN work_w42xlvpc3nagplvbetz6f74zyy 139 22 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 139 23 occurrences occurrence NNS work_w42xlvpc3nagplvbetz6f74zyy 139 24 in in IN work_w42xlvpc3nagplvbetz6f74zyy 139 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 139 26 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 139 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 140 1 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 140 2 2f 2f NN work_w42xlvpc3nagplvbetz6f74zyy 140 3 shows show VBZ work_w42xlvpc3nagplvbetz6f74zyy 140 4 that that IN work_w42xlvpc3nagplvbetz6f74zyy 140 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 140 6 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 140 7 principal principal JJ work_w42xlvpc3nagplvbetz6f74zyy 140 8 component component NN work_w42xlvpc3nagplvbetz6f74zyy 140 9 corresponded correspond VBD work_w42xlvpc3nagplvbetz6f74zyy 140 10 almost almost RB work_w42xlvpc3nagplvbetz6f74zyy 140 11 perfectly perfectly RB work_w42xlvpc3nagplvbetz6f74zyy 140 12 to to IN work_w42xlvpc3nagplvbetz6f74zyy 140 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 140 14 expected expect VBN work_w42xlvpc3nagplvbetz6f74zyy 140 15 num- num- NNP work_w42xlvpc3nagplvbetz6f74zyy 140 16 ber ber NN work_w42xlvpc3nagplvbetz6f74zyy 140 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 140 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 140 19 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 140 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 140 21 suggesting suggest VBG work_w42xlvpc3nagplvbetz6f74zyy 140 22 that that IN work_w42xlvpc3nagplvbetz6f74zyy 140 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 140 24 model model NN work_w42xlvpc3nagplvbetz6f74zyy 140 25 learned learn VBD work_w42xlvpc3nagplvbetz6f74zyy 140 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 140 27 number number NN work_w42xlvpc3nagplvbetz6f74zyy 140 28 of of IN work_w42xlvpc3nagplvbetz6f74zyy 140 29 specific specific JJ work_w42xlvpc3nagplvbetz6f74zyy 140 30 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 140 31 very very RB work_w42xlvpc3nagplvbetz6f74zyy 140 32 well well RB work_w42xlvpc3nagplvbetz6f74zyy 140 33 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 140 34 recall recall VBP work_w42xlvpc3nagplvbetz6f74zyy 140 35 that that IN work_w42xlvpc3nagplvbetz6f74zyy 140 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 140 37 model model NN work_w42xlvpc3nagplvbetz6f74zyy 140 38 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 140 39 not not RB work_w42xlvpc3nagplvbetz6f74zyy 140 40 have have VB work_w42xlvpc3nagplvbetz6f74zyy 140 41 access access NN work_w42xlvpc3nagplvbetz6f74zyy 140 42 during during IN work_w42xlvpc3nagplvbetz6f74zyy 140 43 training training NN work_w42xlvpc3nagplvbetz6f74zyy 140 44 to to IN work_w42xlvpc3nagplvbetz6f74zyy 140 45 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 140 46 number number NN work_w42xlvpc3nagplvbetz6f74zyy 140 47 annotations annotation NNS work_w42xlvpc3nagplvbetz6f74zyy 140 48 or or CC work_w42xlvpc3nagplvbetz6f74zyy 140 49 to to IN work_w42xlvpc3nagplvbetz6f74zyy 140 50 morphological morphological JJ work_w42xlvpc3nagplvbetz6f74zyy 140 51 suffixes suffix NNS work_w42xlvpc3nagplvbetz6f74zyy 140 52 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 140 53 as as IN work_w42xlvpc3nagplvbetz6f74zyy 140 54 -s -s : work_w42xlvpc3nagplvbetz6f74zyy 140 55 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 140 56 could could MD work_w42xlvpc3nagplvbetz6f74zyy 140 57 be be VB work_w42xlvpc3nagplvbetz6f74zyy 140 58 used use VBN work_w42xlvpc3nagplvbetz6f74zyy 140 59 to to TO work_w42xlvpc3nagplvbetz6f74zyy 140 60 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 140 61 plurals plural NNS work_w42xlvpc3nagplvbetz6f74zyy 140 62 . . . work_w42xlvpc3nagplvbetz6f74zyy 141 1 Visualizing visualize VBG work_w42xlvpc3nagplvbetz6f74zyy 141 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 141 3 network network NN work_w42xlvpc3nagplvbetz6f74zyy 141 4 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 141 5 activations activation VBZ work_w42xlvpc3nagplvbetz6f74zyy 141 6 : : : work_w42xlvpc3nagplvbetz6f74zyy 141 7 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 141 8 start start VBP work_w42xlvpc3nagplvbetz6f74zyy 141 9 investigating investigate VBG work_w42xlvpc3nagplvbetz6f74zyy 141 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 141 11 inner inner JJ work_w42xlvpc3nagplvbetz6f74zyy 141 12 workings working NNS work_w42xlvpc3nagplvbetz6f74zyy 141 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 141 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 141 15 number number NN work_w42xlvpc3nagplvbetz6f74zyy 141 16 pre- pre- NN work_w42xlvpc3nagplvbetz6f74zyy 141 17 diction diction NN work_w42xlvpc3nagplvbetz6f74zyy 141 18 network network NN work_w42xlvpc3nagplvbetz6f74zyy 141 19 by by IN work_w42xlvpc3nagplvbetz6f74zyy 141 20 analyzing analyze VBG work_w42xlvpc3nagplvbetz6f74zyy 141 21 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 141 22 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 141 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 141 24 re- re- XX work_w42xlvpc3nagplvbetz6f74zyy 141 25 sponse sponse NN work_w42xlvpc3nagplvbetz6f74zyy 141 26 to to IN work_w42xlvpc3nagplvbetz6f74zyy 141 27 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 141 28 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 141 29 constructions construction NNS work_w42xlvpc3nagplvbetz6f74zyy 141 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 142 1 To to IN work_w42xlvpc3nagplvbetz6f74zyy 142 2 sim- sim- RB work_w42xlvpc3nagplvbetz6f74zyy 142 3 plify plify VB work_w42xlvpc3nagplvbetz6f74zyy 142 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 142 5 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 142 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 142 7 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 142 8 deviate deviate VBP work_w42xlvpc3nagplvbetz6f74zyy 142 9 from from IN work_w42xlvpc3nagplvbetz6f74zyy 142 10 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 142 11 practice practice NN work_w42xlvpc3nagplvbetz6f74zyy 142 12 in in IN work_w42xlvpc3nagplvbetz6f74zyy 142 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 142 14 rest rest NN work_w42xlvpc3nagplvbetz6f74zyy 142 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 142 16 this this DT work_w42xlvpc3nagplvbetz6f74zyy 142 17 paper paper NN work_w42xlvpc3nagplvbetz6f74zyy 142 18 and and CC work_w42xlvpc3nagplvbetz6f74zyy 142 19 use use VB work_w42xlvpc3nagplvbetz6f74zyy 142 20 constructed construct VBN work_w42xlvpc3nagplvbetz6f74zyy 142 21 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 142 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 143 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 143 2 first first RB work_w42xlvpc3nagplvbetz6f74zyy 143 3 constructed construct VBN work_w42xlvpc3nagplvbetz6f74zyy 143 4 sets set NNS work_w42xlvpc3nagplvbetz6f74zyy 143 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 143 6 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 143 7 prefixes prefix NNS work_w42xlvpc3nagplvbetz6f74zyy 143 8 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 143 9 on on IN work_w42xlvpc3nagplvbetz6f74zyy 143 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 143 11 following follow VBG work_w42xlvpc3nagplvbetz6f74zyy 143 12 patterns pattern NNS work_w42xlvpc3nagplvbetz6f74zyy 143 13 : : : work_w42xlvpc3nagplvbetz6f74zyy 143 14 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 143 15 13 13 CD work_w42xlvpc3nagplvbetz6f74zyy 143 16 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 143 17 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 143 18 : : : work_w42xlvpc3nagplvbetz6f74zyy 143 19 The the DT work_w42xlvpc3nagplvbetz6f74zyy 143 20 toy(s toy(s NNP work_w42xlvpc3nagplvbetz6f74zyy 143 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 143 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 143 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 143 24 boy(s boy(s NN work_w42xlvpc3nagplvbetz6f74zyy 143 25 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 143 26 ... ... . work_w42xlvpc3nagplvbetz6f74zyy 143 27 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 143 28 14 14 CD work_w42xlvpc3nagplvbetz6f74zyy 143 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 143 30 RC rc NN work_w42xlvpc3nagplvbetz6f74zyy 143 31 : : : work_w42xlvpc3nagplvbetz6f74zyy 143 32 The the DT work_w42xlvpc3nagplvbetz6f74zyy 143 33 toy(s toy(s NN work_w42xlvpc3nagplvbetz6f74zyy 143 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 143 35 that that IN work_w42xlvpc3nagplvbetz6f74zyy 143 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 143 37 boy(s boy(s NN work_w42xlvpc3nagplvbetz6f74zyy 143 38 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 143 39 ... ... . work_w42xlvpc3nagplvbetz6f74zyy 144 1 These these DT work_w42xlvpc3nagplvbetz6f74zyy 144 2 patterns pattern NNS work_w42xlvpc3nagplvbetz6f74zyy 144 3 differ differ VBP work_w42xlvpc3nagplvbetz6f74zyy 144 4 by by IN work_w42xlvpc3nagplvbetz6f74zyy 144 5 exactly exactly RB work_w42xlvpc3nagplvbetz6f74zyy 144 6 one one CD work_w42xlvpc3nagplvbetz6f74zyy 144 7 function function NN work_w42xlvpc3nagplvbetz6f74zyy 144 8 word word NN work_w42xlvpc3nagplvbetz6f74zyy 144 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 144 10 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 144 11 determines determine VBZ work_w42xlvpc3nagplvbetz6f74zyy 144 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 144 13 type type NN work_w42xlvpc3nagplvbetz6f74zyy 144 14 of of IN work_w42xlvpc3nagplvbetz6f74zyy 144 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 144 16 modifier modifier NN work_w42xlvpc3nagplvbetz6f74zyy 144 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 144 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 144 19 main main JJ work_w42xlvpc3nagplvbetz6f74zyy 144 20 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 144 21 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 144 22 : : : work_w42xlvpc3nagplvbetz6f74zyy 144 23 a a DT work_w42xlvpc3nagplvbetz6f74zyy 144 24 prepositional prepositional JJ work_w42xlvpc3nagplvbetz6f74zyy 144 25 phrase phrase NN work_w42xlvpc3nagplvbetz6f74zyy 144 26 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 144 27 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 144 28 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 144 29 in in IN work_w42xlvpc3nagplvbetz6f74zyy 144 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 144 31 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 144 32 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 144 33 and and CC work_w42xlvpc3nagplvbetz6f74zyy 144 34 a a DT work_w42xlvpc3nagplvbetz6f74zyy 144 35 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 144 36 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 144 37 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 144 38 RC rc NN work_w42xlvpc3nagplvbetz6f74zyy 144 39 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 144 40 in in IN work_w42xlvpc3nagplvbetz6f74zyy 144 41 the the DT work_w42xlvpc3nagplvbetz6f74zyy 144 42 second second NN work_w42xlvpc3nagplvbetz6f74zyy 144 43 . . . work_w42xlvpc3nagplvbetz6f74zyy 145 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 145 2 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 145 3 sentences sentence VBZ work_w42xlvpc3nagplvbetz6f74zyy 145 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 145 5 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 145 6 number number NN work_w42xlvpc3nagplvbetz6f74zyy 145 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 145 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 145 9 upcoming upcoming JJ work_w42xlvpc3nagplvbetz6f74zyy 145 10 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 145 11 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 145 12 determined determine VBN work_w42xlvpc3nagplvbetz6f74zyy 145 13 by by IN work_w42xlvpc3nagplvbetz6f74zyy 145 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 145 15 main main JJ work_w42xlvpc3nagplvbetz6f74zyy 145 16 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 145 17 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 145 18 toy(s toy(s NN work_w42xlvpc3nagplvbetz6f74zyy 145 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 145 20 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 145 21 in in IN work_w42xlvpc3nagplvbetz6f74zyy 145 22 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 145 23 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 145 24 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 145 25 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 145 26 determined determine VBN work_w42xlvpc3nagplvbetz6f74zyy 145 27 by by IN work_w42xlvpc3nagplvbetz6f74zyy 145 28 the the DT work_w42xlvpc3nagplvbetz6f74zyy 145 29 embedded embed VBN work_w42xlvpc3nagplvbetz6f74zyy 145 30 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 145 31 boy(s boy(s NN work_w42xlvpc3nagplvbetz6f74zyy 145 32 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 145 33 . . . work_w42xlvpc3nagplvbetz6f74zyy 146 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 146 2 generated generate VBD work_w42xlvpc3nagplvbetz6f74zyy 146 3 all all DT work_w42xlvpc3nagplvbetz6f74zyy 146 4 four four CD work_w42xlvpc3nagplvbetz6f74zyy 146 5 versions version NNS work_w42xlvpc3nagplvbetz6f74zyy 146 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 146 7 each each DT work_w42xlvpc3nagplvbetz6f74zyy 146 8 pattern pattern NN work_w42xlvpc3nagplvbetz6f74zyy 146 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 146 10 and and CC work_w42xlvpc3nagplvbetz6f74zyy 146 11 repeated repeat VBD work_w42xlvpc3nagplvbetz6f74zyy 146 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 146 13 process process NN work_w42xlvpc3nagplvbetz6f74zyy 146 14 ten ten CD work_w42xlvpc3nagplvbetz6f74zyy 146 15 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 146 16 with with IN work_w42xlvpc3nagplvbetz6f74zyy 146 17 different different JJ work_w42xlvpc3nagplvbetz6f74zyy 146 18 lexical lexical JJ work_w42xlvpc3nagplvbetz6f74zyy 146 19 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 146 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 146 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 146 22 house(s house(s NNP work_w42xlvpc3nagplvbetz6f74zyy 146 23 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 146 24 of of RB work_w42xlvpc3nagplvbetz6f74zyy 146 25 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 146 26 that that IN work_w42xlvpc3nagplvbetz6f74zyy 146 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 146 28 girl(s girl(s NNP work_w42xlvpc3nagplvbetz6f74zyy 146 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 146 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 146 31 the the DT work_w42xlvpc3nagplvbetz6f74zyy 146 32 computer(s computer(s NN work_w42xlvpc3nagplvbetz6f74zyy 146 33 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 146 34 of of IN work_w42xlvpc3nagplvbetz6f74zyy 146 35 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 146 36 that that IN work_w42xlvpc3nagplvbetz6f74zyy 146 37 the the DT work_w42xlvpc3nagplvbetz6f74zyy 146 38 student(s student(s NNP work_w42xlvpc3nagplvbetz6f74zyy 146 39 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 146 40 , , , work_w42xlvpc3nagplvbetz6f74zyy 146 41 etc etc FW work_w42xlvpc3nagplvbetz6f74zyy 146 42 . . . work_w42xlvpc3nagplvbetz6f74zyy 147 1 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 147 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 147 3 for for IN work_w42xlvpc3nagplvbetz6f74zyy 147 4 a a DT work_w42xlvpc3nagplvbetz6f74zyy 147 5 total total NN work_w42xlvpc3nagplvbetz6f74zyy 147 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 147 7 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 147 8 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 147 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 148 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 148 2 network network NN work_w42xlvpc3nagplvbetz6f74zyy 148 3 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 148 4 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 148 5 number number NN work_w42xlvpc3nagplvbetz6f74zyy 148 6 predictions prediction NNS work_w42xlvpc3nagplvbetz6f74zyy 148 7 for for IN work_w42xlvpc3nagplvbetz6f74zyy 148 8 all all DT work_w42xlvpc3nagplvbetz6f74zyy 148 9 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 148 10 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 148 11 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 148 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 148 13 but but CC work_w42xlvpc3nagplvbetz6f74zyy 148 14 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 148 15 three three CD work_w42xlvpc3nagplvbetz6f74zyy 148 16 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 148 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 148 18 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 148 19 sen- sen- NN work_w42xlvpc3nagplvbetz6f74zyy 148 20 tences tence NNS work_w42xlvpc3nagplvbetz6f74zyy 148 21 . . . work_w42xlvpc3nagplvbetz6f74zyy 149 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 149 2 averaged average VBD work_w42xlvpc3nagplvbetz6f74zyy 149 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 149 4 word word NN work_w42xlvpc3nagplvbetz6f74zyy 149 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 149 6 by by IN work_w42xlvpc3nagplvbetz6f74zyy 149 7 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 149 8 word word NN work_w42xlvpc3nagplvbetz6f74zyy 149 9 activations activation NNS work_w42xlvpc3nagplvbetz6f74zyy 149 10 across across IN work_w42xlvpc3nagplvbetz6f74zyy 149 11 all all DT work_w42xlvpc3nagplvbetz6f74zyy 149 12 sets set NNS work_w42xlvpc3nagplvbetz6f74zyy 149 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 149 14 ten ten CD work_w42xlvpc3nagplvbetz6f74zyy 149 15 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 149 16 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 149 17 had have VBD work_w42xlvpc3nagplvbetz6f74zyy 149 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 149 19 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 149 20 com- com- NN work_w42xlvpc3nagplvbetz6f74zyy 149 21 bination bination NN work_w42xlvpc3nagplvbetz6f74zyy 149 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 149 23 modifier modifier NN work_w42xlvpc3nagplvbetz6f74zyy 149 24 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 149 25 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 149 26 or or CC work_w42xlvpc3nagplvbetz6f74zyy 149 27 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 149 28 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 149 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 149 30 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 149 31 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 149 32 number number NN work_w42xlvpc3nagplvbetz6f74zyy 149 33 and and CC work_w42xlvpc3nagplvbetz6f74zyy 149 34 second second JJ work_w42xlvpc3nagplvbetz6f74zyy 149 35 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 149 36 number number NN work_w42xlvpc3nagplvbetz6f74zyy 149 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 150 1 Plots plot NNS work_w42xlvpc3nagplvbetz6f74zyy 150 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 150 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 150 4 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 150 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 150 6 all all DT work_w42xlvpc3nagplvbetz6f74zyy 150 7 50 50 CD work_w42xlvpc3nagplvbetz6f74zyy 150 8 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 150 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 150 10 provided provide VBN work_w42xlvpc3nagplvbetz6f74zyy 150 11 in in IN work_w42xlvpc3nagplvbetz6f74zyy 150 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 150 13 Appendix Appendix NNP work_w42xlvpc3nagplvbetz6f74zyy 150 14 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 150 15 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 150 16 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 150 17 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 150 18 . . . work_w42xlvpc3nagplvbetz6f74zyy 151 1 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 151 2 3a 3a NNP work_w42xlvpc3nagplvbetz6f74zyy 151 3 highlights highlight VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 4 a a DT work_w42xlvpc3nagplvbetz6f74zyy 151 5 unit unit NN work_w42xlvpc3nagplvbetz6f74zyy 151 6 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 151 7 Unit unit NN work_w42xlvpc3nagplvbetz6f74zyy 151 8 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 151 9 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 151 10 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 151 11 shows show VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 151 13 particularly particularly RB work_w42xlvpc3nagplvbetz6f74zyy 151 14 clear clear JJ work_w42xlvpc3nagplvbetz6f74zyy 151 15 pattern pattern NN work_w42xlvpc3nagplvbetz6f74zyy 151 16 : : : work_w42xlvpc3nagplvbetz6f74zyy 151 17 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 151 18 tracks track VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 20 number number NN work_w42xlvpc3nagplvbetz6f74zyy 151 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 151 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 23 main main JJ work_w42xlvpc3nagplvbetz6f74zyy 151 24 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 151 25 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 151 26 throughout throughout IN work_w42xlvpc3nagplvbetz6f74zyy 151 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 28 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 151 29 modifier modifier NN work_w42xlvpc3nagplvbetz6f74zyy 151 30 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 151 31 by by IN work_w42xlvpc3nagplvbetz6f74zyy 151 32 contrast contrast NN work_w42xlvpc3nagplvbetz6f74zyy 151 33 , , , work_w42xlvpc3nagplvbetz6f74zyy 151 34 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 151 35 resets reset VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 36 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 151 37 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 151 38 reaches reach VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 39 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 40 relativizer relativizer NN work_w42xlvpc3nagplvbetz6f74zyy 151 41 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 151 42 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 151 43 introduces introduce VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 44 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 45 RC rc NN work_w42xlvpc3nagplvbetz6f74zyy 151 46 modifier modifier NN work_w42xlvpc3nagplvbetz6f74zyy 151 47 , , , work_w42xlvpc3nagplvbetz6f74zyy 151 48 and and CC work_w42xlvpc3nagplvbetz6f74zyy 151 49 then then RB work_w42xlvpc3nagplvbetz6f74zyy 151 50 switches switch VBZ work_w42xlvpc3nagplvbetz6f74zyy 151 51 to to IN work_w42xlvpc3nagplvbetz6f74zyy 151 52 tracking track VBG work_w42xlvpc3nagplvbetz6f74zyy 151 53 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 54 number number NN work_w42xlvpc3nagplvbetz6f74zyy 151 55 of of IN work_w42xlvpc3nagplvbetz6f74zyy 151 56 the the DT work_w42xlvpc3nagplvbetz6f74zyy 151 57 embedded embed VBN work_w42xlvpc3nagplvbetz6f74zyy 151 58 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 151 59 . . . work_w42xlvpc3nagplvbetz6f74zyy 152 1 To to TO work_w42xlvpc3nagplvbetz6f74zyy 152 2 explore explore VB work_w42xlvpc3nagplvbetz6f74zyy 152 3 how how WRB work_w42xlvpc3nagplvbetz6f74zyy 152 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 152 5 network network NN work_w42xlvpc3nagplvbetz6f74zyy 152 6 deals deal VBZ work_w42xlvpc3nagplvbetz6f74zyy 152 7 with with IN work_w42xlvpc3nagplvbetz6f74zyy 152 8 dependen- dependen- JJ work_w42xlvpc3nagplvbetz6f74zyy 152 9 cies cie NNS work_w42xlvpc3nagplvbetz6f74zyy 152 10 spanning span VBG work_w42xlvpc3nagplvbetz6f74zyy 152 11 a a DT work_w42xlvpc3nagplvbetz6f74zyy 152 12 larger large JJR work_w42xlvpc3nagplvbetz6f74zyy 152 13 number number NN work_w42xlvpc3nagplvbetz6f74zyy 152 14 of of IN work_w42xlvpc3nagplvbetz6f74zyy 152 15 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 152 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 152 17 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 152 18 tracked track VBD work_w42xlvpc3nagplvbetz6f74zyy 152 19 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 152 20 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 152 21 during during IN work_w42xlvpc3nagplvbetz6f74zyy 152 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 152 23 processing processing NN work_w42xlvpc3nagplvbetz6f74zyy 152 24 of of IN work_w42xlvpc3nagplvbetz6f74zyy 152 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 152 26 following follow VBG work_w42xlvpc3nagplvbetz6f74zyy 152 27 two two CD work_w42xlvpc3nagplvbetz6f74zyy 152 28 sentences:9 sentences:9 NNP work_w42xlvpc3nagplvbetz6f74zyy 152 29 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 152 30 15 15 CD work_w42xlvpc3nagplvbetz6f74zyy 152 31 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 152 32 The the DT work_w42xlvpc3nagplvbetz6f74zyy 152 33 houses house NNS work_w42xlvpc3nagplvbetz6f74zyy 152 34 of of IN work_w42xlvpc3nagplvbetz6f74zyy 152 35 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 152 36 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 152 37 the the DT work_w42xlvpc3nagplvbetz6f74zyy 152 38 man man NN work_w42xlvpc3nagplvbetz6f74zyy 152 39 from from IN work_w42xlvpc3nagplvbetz6f74zyy 152 40 the the DT work_w42xlvpc3nagplvbetz6f74zyy 152 41 office office NN work_w42xlvpc3nagplvbetz6f74zyy 152 42 across across IN work_w42xlvpc3nagplvbetz6f74zyy 152 43 the the DT work_w42xlvpc3nagplvbetz6f74zyy 152 44 street street NN work_w42xlvpc3nagplvbetz6f74zyy 152 45 ... ... . work_w42xlvpc3nagplvbetz6f74zyy 153 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 153 2 network network NN work_w42xlvpc3nagplvbetz6f74zyy 153 3 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 153 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 153 5 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 153 6 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 153 7 for for IN work_w42xlvpc3nagplvbetz6f74zyy 153 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 153 9 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 153 10 9We 9we NN work_w42xlvpc3nagplvbetz6f74zyy 153 11 simplified simplify VBD work_w42xlvpc3nagplvbetz6f74zyy 153 12 this this DT work_w42xlvpc3nagplvbetz6f74zyy 153 13 experiment experiment NN work_w42xlvpc3nagplvbetz6f74zyy 153 14 in in IN work_w42xlvpc3nagplvbetz6f74zyy 153 15 light light NN work_w42xlvpc3nagplvbetz6f74zyy 153 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 153 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 153 18 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 153 19 robust- robust- NN work_w42xlvpc3nagplvbetz6f74zyy 153 20 ness ness NN work_w42xlvpc3nagplvbetz6f74zyy 153 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 153 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 153 23 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 153 24 experiment experiment NN work_w42xlvpc3nagplvbetz6f74zyy 153 25 to to IN work_w42xlvpc3nagplvbetz6f74zyy 153 26 lexical lexical JJ work_w42xlvpc3nagplvbetz6f74zyy 153 27 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 153 28 and and CC work_w42xlvpc3nagplvbetz6f74zyy 153 29 to to IN work_w42xlvpc3nagplvbetz6f74zyy 153 30 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 153 31 each each DT work_w42xlvpc3nagplvbetz6f74zyy 153 32 of of IN work_w42xlvpc3nagplvbetz6f74zyy 153 33 the the DT work_w42xlvpc3nagplvbetz6f74zyy 153 34 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 153 35 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 153 36 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 153 37 or or CC work_w42xlvpc3nagplvbetz6f74zyy 153 38 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 153 39 . . . work_w42xlvpc3nagplvbetz6f74zyy 154 1 526 526 CD work_w42xlvpc3nagplvbetz6f74zyy 154 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 154 3 a a NN work_w42xlvpc3nagplvbetz6f74zyy 154 4 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 154 5 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 154 6 b b NN work_w42xlvpc3nagplvbetz6f74zyy 154 7 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 154 8 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 154 9 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 154 10 ho ho IN work_w42xlvpc3nagplvbetz6f74zyy 154 11 us -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 154 12 es es XX work_w42xlvpc3nagplvbetz6f74zyy 154 13 th th XX work_w42xlvpc3nagplvbetz6f74zyy 154 14 at at IN work_w42xlvpc3nagplvbetz6f74zyy 154 15 /o /o . work_w42xlvpc3nagplvbetz6f74zyy 154 16 f f NNP work_w42xlvpc3nagplvbetz6f74zyy 154 17 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 154 18 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 154 19 m m NNP work_w42xlvpc3nagplvbetz6f74zyy 154 20 an an DT work_w42xlvpc3nagplvbetz6f74zyy 154 21 fro fro NNP work_w42xlvpc3nagplvbetz6f74zyy 154 22 m m NN work_w42xlvpc3nagplvbetz6f74zyy 154 23 th th NN work_w42xlvpc3nagplvbetz6f74zyy 154 24 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 154 25 of of IN work_w42xlvpc3nagplvbetz6f74zyy 154 26 fic fic NNP work_w42xlvpc3nagplvbetz6f74zyy 154 27 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 154 28 ac ac NNP work_w42xlvpc3nagplvbetz6f74zyy 154 29 ro ro NNP work_w42xlvpc3nagplvbetz6f74zyy 154 30 ss ss NNP work_w42xlvpc3nagplvbetz6f74zyy 154 31 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 154 32 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 154 33 st st NNP work_w42xlvpc3nagplvbetz6f74zyy 154 34 re re NNP work_w42xlvpc3nagplvbetz6f74zyy 154 35 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 154 36 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 154 37 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 154 38 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 154 39 P p NN work_w42xlvpc3nagplvbetz6f74zyy 154 40 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 154 41 p p NNP work_w42xlvpc3nagplvbetz6f74zyy 154 42 lu lu NNP work_w42xlvpc3nagplvbetz6f74zyy 154 43 r r NNP work_w42xlvpc3nagplvbetz6f74zyy 154 44 a a DT work_w42xlvpc3nagplvbetz6f74zyy 154 45 l l NN work_w42xlvpc3nagplvbetz6f74zyy 154 46 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 154 47 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 154 48 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 154 49 Class Class NNP work_w42xlvpc3nagplvbetz6f74zyy 154 50   _SP work_w42xlvpc3nagplvbetz6f74zyy 154 51 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 154 52 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 154 53 c c NN work_w42xlvpc3nagplvbetz6f74zyy 154 54 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 154 55 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 154 56 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 154 57 : : : work_w42xlvpc3nagplvbetz6f74zyy 154 58 Word word NN work_w42xlvpc3nagplvbetz6f74zyy 154 59 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 154 60 by by IN work_w42xlvpc3nagplvbetz6f74zyy 154 61 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 154 62 word word NN work_w42xlvpc3nagplvbetz6f74zyy 154 63 visualization visualization NN work_w42xlvpc3nagplvbetz6f74zyy 154 64 of of IN work_w42xlvpc3nagplvbetz6f74zyy 154 65 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 154 66 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 154 67 : : : work_w42xlvpc3nagplvbetz6f74zyy 154 68 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 154 69 a a LS work_w42xlvpc3nagplvbetz6f74zyy 154 70 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 154 71 a a DT work_w42xlvpc3nagplvbetz6f74zyy 154 72 unit unit NN work_w42xlvpc3nagplvbetz6f74zyy 154 73 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 154 74 correctly correctly RB work_w42xlvpc3nagplvbetz6f74zyy 154 75 predicts predict VBZ work_w42xlvpc3nagplvbetz6f74zyy 154 76 the the DT work_w42xlvpc3nagplvbetz6f74zyy 154 77 number number NN work_w42xlvpc3nagplvbetz6f74zyy 154 78 of of IN work_w42xlvpc3nagplvbetz6f74zyy 154 79 an an DT work_w42xlvpc3nagplvbetz6f74zyy 154 80 upcoming upcoming JJ work_w42xlvpc3nagplvbetz6f74zyy 154 81 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 154 82 . . . work_w42xlvpc3nagplvbetz6f74zyy 155 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 155 2 number number NN work_w42xlvpc3nagplvbetz6f74zyy 155 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 155 4 determined determine VBN work_w42xlvpc3nagplvbetz6f74zyy 155 5 by by IN work_w42xlvpc3nagplvbetz6f74zyy 155 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 7 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 155 8 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 155 9 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 155 10 X x NN work_w42xlvpc3nagplvbetz6f74zyy 155 11 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 155 12 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 155 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 14 modifier modifier NN work_w42xlvpc3nagplvbetz6f74zyy 155 15 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 155 16 a a DT work_w42xlvpc3nagplvbetz6f74zyy 155 17 prepositional prepositional JJ work_w42xlvpc3nagplvbetz6f74zyy 155 18 phrase phrase NN work_w42xlvpc3nagplvbetz6f74zyy 155 19 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 155 20 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 155 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 155 22 and and CC work_w42xlvpc3nagplvbetz6f74zyy 155 23 by by IN work_w42xlvpc3nagplvbetz6f74zyy 155 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 25 second second JJ work_w42xlvpc3nagplvbetz6f74zyy 155 26 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 155 27 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 155 28 Y y NN work_w42xlvpc3nagplvbetz6f74zyy 155 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 155 30 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 155 31 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 155 32 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 155 33 an an DT work_w42xlvpc3nagplvbetz6f74zyy 155 34 object object NN work_w42xlvpc3nagplvbetz6f74zyy 155 35 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 155 36 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 155 37 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 155 38 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 155 39 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 155 40 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 155 41 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 155 42 b b LS work_w42xlvpc3nagplvbetz6f74zyy 155 43 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 155 44 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 45 evolution evolution NN work_w42xlvpc3nagplvbetz6f74zyy 155 46 of of IN work_w42xlvpc3nagplvbetz6f74zyy 155 47 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 48 predictions prediction NNS work_w42xlvpc3nagplvbetz6f74zyy 155 49 in in IN work_w42xlvpc3nagplvbetz6f74zyy 155 50 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 51 case case NN work_w42xlvpc3nagplvbetz6f74zyy 155 52 of of IN work_w42xlvpc3nagplvbetz6f74zyy 155 53 a a DT work_w42xlvpc3nagplvbetz6f74zyy 155 54 longer long JJR work_w42xlvpc3nagplvbetz6f74zyy 155 55 modifier modifier NN work_w42xlvpc3nagplvbetz6f74zyy 155 56 : : : work_w42xlvpc3nagplvbetz6f74zyy 155 57 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 58 predictions prediction NNS work_w42xlvpc3nagplvbetz6f74zyy 155 59 correctly correctly RB work_w42xlvpc3nagplvbetz6f74zyy 155 60 diverge diverge VBP work_w42xlvpc3nagplvbetz6f74zyy 155 61 at at IN work_w42xlvpc3nagplvbetz6f74zyy 155 62 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 63 embedded embed VBN work_w42xlvpc3nagplvbetz6f74zyy 155 64 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 155 65 , , , work_w42xlvpc3nagplvbetz6f74zyy 155 66 but but CC work_w42xlvpc3nagplvbetz6f74zyy 155 67 then then RB work_w42xlvpc3nagplvbetz6f74zyy 155 68 incorrectly incorrectly RB work_w42xlvpc3nagplvbetz6f74zyy 155 69 converge converge VBP work_w42xlvpc3nagplvbetz6f74zyy 155 70 again again RB work_w42xlvpc3nagplvbetz6f74zyy 155 71 ; ; , work_w42xlvpc3nagplvbetz6f74zyy 155 72 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 155 73 c c NN work_w42xlvpc3nagplvbetz6f74zyy 155 74 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 155 75 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 76 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 155 77 of of IN work_w42xlvpc3nagplvbetz6f74zyy 155 78 four four CD work_w42xlvpc3nagplvbetz6f74zyy 155 79 representative representative JJ work_w42xlvpc3nagplvbetz6f74zyy 155 80 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 155 81 over over IN work_w42xlvpc3nagplvbetz6f74zyy 155 82 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 83 course course NN work_w42xlvpc3nagplvbetz6f74zyy 155 84 of of IN work_w42xlvpc3nagplvbetz6f74zyy 155 85 the the DT work_w42xlvpc3nagplvbetz6f74zyy 155 86 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 155 87 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 155 88 . . . work_w42xlvpc3nagplvbetz6f74zyy 156 1 but but CC work_w42xlvpc3nagplvbetz6f74zyy 156 2 not not RB work_w42xlvpc3nagplvbetz6f74zyy 156 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 156 4 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 156 5 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 156 6 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 156 7 as as IN work_w42xlvpc3nagplvbetz6f74zyy 156 8 before before RB work_w42xlvpc3nagplvbetz6f74zyy 156 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 156 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 156 11 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 156 12 pre- pre- NN work_w42xlvpc3nagplvbetz6f74zyy 156 13 dictions diction NNS work_w42xlvpc3nagplvbetz6f74zyy 156 14 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 156 15 PLURAL plural JJ work_w42xlvpc3nagplvbetz6f74zyy 156 16 for for IN work_w42xlvpc3nagplvbetz6f74zyy 156 17 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 156 18 and and CC work_w42xlvpc3nagplvbetz6f74zyy 156 19 SINGULAR SINGULAR NNP work_w42xlvpc3nagplvbetz6f74zyy 156 20 for for IN work_w42xlvpc3nagplvbetz6f74zyy 156 21 RC rc NN work_w42xlvpc3nagplvbetz6f74zyy 156 22 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 156 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 157 1 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 157 2 3b 3b NN work_w42xlvpc3nagplvbetz6f74zyy 157 3 shows show VBZ work_w42xlvpc3nagplvbetz6f74zyy 157 4 that that IN work_w42xlvpc3nagplvbetz6f74zyy 157 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 157 6 network network NN work_w42xlvpc3nagplvbetz6f74zyy 157 7 begins begin VBZ work_w42xlvpc3nagplvbetz6f74zyy 157 8 by by IN work_w42xlvpc3nagplvbetz6f74zyy 157 9 mak- mak- NNP work_w42xlvpc3nagplvbetz6f74zyy 157 10 ing e VBG work_w42xlvpc3nagplvbetz6f74zyy 157 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 157 12 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 157 13 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 157 14 for for IN work_w42xlvpc3nagplvbetz6f74zyy 157 15 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 157 16 immediately immediately RB work_w42xlvpc3nagplvbetz6f74zyy 157 17 after after IN work_w42xlvpc3nagplvbetz6f74zyy 157 18 that that DT work_w42xlvpc3nagplvbetz6f74zyy 157 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 157 20 but but CC work_w42xlvpc3nagplvbetz6f74zyy 157 21 then then RB work_w42xlvpc3nagplvbetz6f74zyy 157 22 falters falter VBZ work_w42xlvpc3nagplvbetz6f74zyy 157 23 : : : work_w42xlvpc3nagplvbetz6f74zyy 157 24 as as IN work_w42xlvpc3nagplvbetz6f74zyy 157 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 157 26 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 157 27 goes go VBZ work_w42xlvpc3nagplvbetz6f74zyy 157 28 on on RP work_w42xlvpc3nagplvbetz6f74zyy 157 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 157 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 157 31 resetting reset VBG work_w42xlvpc3nagplvbetz6f74zyy 157 32 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 157 33 of of IN work_w42xlvpc3nagplvbetz6f74zyy 157 34 that that DT work_w42xlvpc3nagplvbetz6f74zyy 157 35 diminishes diminishe NNS work_w42xlvpc3nagplvbetz6f74zyy 157 36 . . . work_w42xlvpc3nagplvbetz6f74zyy 158 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 158 2 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 158 3 time time NN work_w42xlvpc3nagplvbetz6f74zyy 158 4 courses course NNS work_w42xlvpc3nagplvbetz6f74zyy 158 5 shown show VBN work_w42xlvpc3nagplvbetz6f74zyy 158 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 158 7 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 158 8 3c 3c NN work_w42xlvpc3nagplvbetz6f74zyy 158 9 illustrate illustrate NN work_w42xlvpc3nagplvbetz6f74zyy 158 10 that that IN work_w42xlvpc3nagplvbetz6f74zyy 158 11 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 158 12 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 158 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 158 14 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 158 15 identified identify VBD work_w42xlvpc3nagplvbetz6f74zyy 158 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 158 17 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 158 18 correctly correctly RB work_w42xlvpc3nagplvbetz6f74zyy 158 19 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 158 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 158 21 prefix prefix NN work_w42xlvpc3nagplvbetz6f74zyy 158 22 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 158 23 short short JJ work_w42xlvpc3nagplvbetz6f74zyy 158 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 158 25 gradually gradually RB work_w42xlvpc3nagplvbetz6f74zyy 158 26 forgets forget VBZ work_w42xlvpc3nagplvbetz6f74zyy 158 27 that that IN work_w42xlvpc3nagplvbetz6f74zyy 158 28 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 158 29 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 158 30 in in IN work_w42xlvpc3nagplvbetz6f74zyy 158 31 an an DT work_w42xlvpc3nagplvbetz6f74zyy 158 32 embedded embed VBN work_w42xlvpc3nagplvbetz6f74zyy 158 33 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 158 34 as as IN work_w42xlvpc3nagplvbetz6f74zyy 158 35 the the DT work_w42xlvpc3nagplvbetz6f74zyy 158 36 prefix prefix NN work_w42xlvpc3nagplvbetz6f74zyy 158 37 grows grow VBZ work_w42xlvpc3nagplvbetz6f74zyy 158 38 longer long RBR work_w42xlvpc3nagplvbetz6f74zyy 158 39 . . . work_w42xlvpc3nagplvbetz6f74zyy 159 1 By by IN work_w42xlvpc3nagplvbetz6f74zyy 159 2 contrast contrast NN work_w42xlvpc3nagplvbetz6f74zyy 159 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 159 4 Unit unit NN work_w42xlvpc3nagplvbetz6f74zyy 159 5 0 0 NFP work_w42xlvpc3nagplvbetz6f74zyy 159 6 shows show VBZ work_w42xlvpc3nagplvbetz6f74zyy 159 7 a a DT work_w42xlvpc3nagplvbetz6f74zyy 159 8 stable stable JJ work_w42xlvpc3nagplvbetz6f74zyy 159 9 capacity capacity NN work_w42xlvpc3nagplvbetz6f74zyy 159 10 to to TO work_w42xlvpc3nagplvbetz6f74zyy 159 11 remember remember VB work_w42xlvpc3nagplvbetz6f74zyy 159 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 159 13 current current JJ work_w42xlvpc3nagplvbetz6f74zyy 159 14 embedding embed VBG work_w42xlvpc3nagplvbetz6f74zyy 159 15 status status NN work_w42xlvpc3nagplvbetz6f74zyy 159 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 160 1 Additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 160 2 representative representative JJ work_w42xlvpc3nagplvbetz6f74zyy 160 3 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 160 4 shown show VBN work_w42xlvpc3nagplvbetz6f74zyy 160 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 160 6 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 160 7 3c 3c NN work_w42xlvpc3nagplvbetz6f74zyy 160 8 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 160 9 Unit unit NN work_w42xlvpc3nagplvbetz6f74zyy 160 10 46 46 CD work_w42xlvpc3nagplvbetz6f74zyy 160 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 160 12 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 160 13 consistently consistently RB work_w42xlvpc3nagplvbetz6f74zyy 160 14 stores store VBZ work_w42xlvpc3nagplvbetz6f74zyy 160 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 160 16 number number NN work_w42xlvpc3nagplvbetz6f74zyy 160 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 160 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 160 19 main main JJ work_w42xlvpc3nagplvbetz6f74zyy 160 20 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 160 21 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 160 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 160 23 and and CC work_w42xlvpc3nagplvbetz6f74zyy 160 24 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 160 25 27 27 CD work_w42xlvpc3nagplvbetz6f74zyy 160 26 , , , work_w42xlvpc3nagplvbetz6f74zyy 160 27 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 160 28 tracks track VBZ work_w42xlvpc3nagplvbetz6f74zyy 160 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 160 30 number number NN work_w42xlvpc3nagplvbetz6f74zyy 160 31 of of IN work_w42xlvpc3nagplvbetz6f74zyy 160 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 160 33 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 160 34 recent recent JJ work_w42xlvpc3nagplvbetz6f74zyy 160 35 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 160 36 , , , work_w42xlvpc3nagplvbetz6f74zyy 160 37 resetting reset VBG work_w42xlvpc3nagplvbetz6f74zyy 160 38 at at IN work_w42xlvpc3nagplvbetz6f74zyy 160 39 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 160 40 phrase phrase NN work_w42xlvpc3nagplvbetz6f74zyy 160 41 boundaries boundary NNS work_w42xlvpc3nagplvbetz6f74zyy 160 42 . . . work_w42xlvpc3nagplvbetz6f74zyy 161 1 While while IN work_w42xlvpc3nagplvbetz6f74zyy 161 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 161 3 interpretability interpretability NN work_w42xlvpc3nagplvbetz6f74zyy 161 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 161 5 these these DT work_w42xlvpc3nagplvbetz6f74zyy 161 6 patterns pattern NNS work_w42xlvpc3nagplvbetz6f74zyy 161 7 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 161 8 en- en- XX work_w42xlvpc3nagplvbetz6f74zyy 161 9 couraging couraging NN work_w42xlvpc3nagplvbetz6f74zyy 161 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 161 11 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 161 12 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 161 13 only only RB work_w42xlvpc3nagplvbetz6f74zyy 161 14 scratches scratch VBZ work_w42xlvpc3nagplvbetz6f74zyy 161 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 161 16 surface surface NN work_w42xlvpc3nagplvbetz6f74zyy 161 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 161 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 161 19 rich rich JJ work_w42xlvpc3nagplvbetz6f74zyy 161 20 possibilities possibility NNS work_w42xlvpc3nagplvbetz6f74zyy 161 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 161 22 a a DT work_w42xlvpc3nagplvbetz6f74zyy 161 23 linguistically linguistically RB work_w42xlvpc3nagplvbetz6f74zyy 161 24 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 161 25 informed inform VBN work_w42xlvpc3nagplvbetz6f74zyy 161 26 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 161 27 of of IN work_w42xlvpc3nagplvbetz6f74zyy 161 28 a a DT work_w42xlvpc3nagplvbetz6f74zyy 161 29 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 161 30 network network NN work_w42xlvpc3nagplvbetz6f74zyy 161 31 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 161 32 to to TO work_w42xlvpc3nagplvbetz6f74zyy 161 33 perform perform VB work_w42xlvpc3nagplvbetz6f74zyy 161 34 a a DT work_w42xlvpc3nagplvbetz6f74zyy 161 35 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 161 36 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 161 37 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 161 38 task task NN work_w42xlvpc3nagplvbetz6f74zyy 161 39 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 161 40 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 161 41 leave leave VBP work_w42xlvpc3nagplvbetz6f74zyy 161 42 a a DT work_w42xlvpc3nagplvbetz6f74zyy 161 43 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 161 44 extensive extensive JJ work_w42xlvpc3nagplvbetz6f74zyy 161 45 in- in- JJ work_w42xlvpc3nagplvbetz6f74zyy 161 46 vestigation vestigation NN work_w42xlvpc3nagplvbetz6f74zyy 161 47 for for IN work_w42xlvpc3nagplvbetz6f74zyy 161 48 future future JJ work_w42xlvpc3nagplvbetz6f74zyy 161 49 work work NN work_w42xlvpc3nagplvbetz6f74zyy 161 50 . . . work_w42xlvpc3nagplvbetz6f74zyy 162 1 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 162 2 Alternative alternative JJ work_w42xlvpc3nagplvbetz6f74zyy 162 3 Training training NN work_w42xlvpc3nagplvbetz6f74zyy 162 4 Objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 162 5 The the DT work_w42xlvpc3nagplvbetz6f74zyy 162 6 number number NN work_w42xlvpc3nagplvbetz6f74zyy 162 7 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 162 8 task task NN work_w42xlvpc3nagplvbetz6f74zyy 162 9 followed follow VBD work_w42xlvpc3nagplvbetz6f74zyy 162 10 a a DT work_w42xlvpc3nagplvbetz6f74zyy 162 11 fully fully RB work_w42xlvpc3nagplvbetz6f74zyy 162 12 super- super- NN work_w42xlvpc3nagplvbetz6f74zyy 162 13 vised vise VBN work_w42xlvpc3nagplvbetz6f74zyy 162 14 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 162 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 162 16 in in IN work_w42xlvpc3nagplvbetz6f74zyy 162 17 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 162 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 162 19 network network NN work_w42xlvpc3nagplvbetz6f74zyy 162 20 identifies identify VBZ work_w42xlvpc3nagplvbetz6f74zyy 162 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 162 22 number number NN work_w42xlvpc3nagplvbetz6f74zyy 162 23 of of IN work_w42xlvpc3nagplvbetz6f74zyy 162 24 an an DT work_w42xlvpc3nagplvbetz6f74zyy 162 25 upcoming upcoming JJ work_w42xlvpc3nagplvbetz6f74zyy 162 26 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 162 27 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 162 28 only only RB work_w42xlvpc3nagplvbetz6f74zyy 162 29 on on IN work_w42xlvpc3nagplvbetz6f74zyy 162 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 162 31 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 162 32 preceding precede VBG work_w42xlvpc3nagplvbetz6f74zyy 162 33 the the DT work_w42xlvpc3nagplvbetz6f74zyy 162 34 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 162 35 . . . work_w42xlvpc3nagplvbetz6f74zyy 163 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 163 2 section section NN work_w42xlvpc3nagplvbetz6f74zyy 163 3 proposes propose VBZ work_w42xlvpc3nagplvbetz6f74zyy 163 4 three three CD work_w42xlvpc3nagplvbetz6f74zyy 163 5 objec- objec- NN work_w42xlvpc3nagplvbetz6f74zyy 163 6 tives tive NNS work_w42xlvpc3nagplvbetz6f74zyy 163 7 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 163 8 modify modify VBP work_w42xlvpc3nagplvbetz6f74zyy 163 9 some some DT work_w42xlvpc3nagplvbetz6f74zyy 163 10 of of IN work_w42xlvpc3nagplvbetz6f74zyy 163 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 163 12 goals goal NNS work_w42xlvpc3nagplvbetz6f74zyy 163 13 and and CC work_w42xlvpc3nagplvbetz6f74zyy 163 14 assumptions assumption NNS work_w42xlvpc3nagplvbetz6f74zyy 163 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 163 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 163 17 number number NN work_w42xlvpc3nagplvbetz6f74zyy 163 18 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 163 19 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 163 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 163 21 see see VB work_w42xlvpc3nagplvbetz6f74zyy 163 22 Table table NN work_w42xlvpc3nagplvbetz6f74zyy 163 23 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 163 24 for for IN work_w42xlvpc3nagplvbetz6f74zyy 163 25 an an DT work_w42xlvpc3nagplvbetz6f74zyy 163 26 overview overview NN work_w42xlvpc3nagplvbetz6f74zyy 163 27 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 163 28 . . . work_w42xlvpc3nagplvbetz6f74zyy 164 1 Verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 164 2 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 164 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 164 4 This this DT work_w42xlvpc3nagplvbetz6f74zyy 164 5 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 164 6 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 164 7 similar similar JJ work_w42xlvpc3nagplvbetz6f74zyy 164 8 to to IN work_w42xlvpc3nagplvbetz6f74zyy 164 9 num- num- NNP work_w42xlvpc3nagplvbetz6f74zyy 164 10 ber ber NNP work_w42xlvpc3nagplvbetz6f74zyy 164 11 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 164 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 164 13 with with IN work_w42xlvpc3nagplvbetz6f74zyy 164 14 one one CD work_w42xlvpc3nagplvbetz6f74zyy 164 15 difference difference NN work_w42xlvpc3nagplvbetz6f74zyy 164 16 : : : work_w42xlvpc3nagplvbetz6f74zyy 164 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 164 18 network network NN work_w42xlvpc3nagplvbetz6f74zyy 164 19 re- re- JJ work_w42xlvpc3nagplvbetz6f74zyy 164 20 ceives ceive VBZ work_w42xlvpc3nagplvbetz6f74zyy 164 21 not not RB work_w42xlvpc3nagplvbetz6f74zyy 164 22 only only RB work_w42xlvpc3nagplvbetz6f74zyy 164 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 164 24 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 164 25 leading lead VBG work_w42xlvpc3nagplvbetz6f74zyy 164 26 up up IN work_w42xlvpc3nagplvbetz6f74zyy 164 27 to to IN work_w42xlvpc3nagplvbetz6f74zyy 164 28 the the DT work_w42xlvpc3nagplvbetz6f74zyy 164 29 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 164 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 164 31 but but CC work_w42xlvpc3nagplvbetz6f74zyy 164 32 also also RB work_w42xlvpc3nagplvbetz6f74zyy 164 33 the the DT work_w42xlvpc3nagplvbetz6f74zyy 164 34 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 164 35 form form NN work_w42xlvpc3nagplvbetz6f74zyy 164 36 of of IN work_w42xlvpc3nagplvbetz6f74zyy 164 37 the the DT work_w42xlvpc3nagplvbetz6f74zyy 164 38 upcoming upcoming JJ work_w42xlvpc3nagplvbetz6f74zyy 164 39 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 164 40 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 164 41 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 164 42 , , , work_w42xlvpc3nagplvbetz6f74zyy 164 43 writes write VBZ work_w42xlvpc3nagplvbetz6f74zyy 164 44 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 164 45 . . . work_w42xlvpc3nagplvbetz6f74zyy 165 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 165 2 practice practice NN work_w42xlvpc3nagplvbetz6f74zyy 165 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 165 4 then then RB work_w42xlvpc3nagplvbetz6f74zyy 165 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 165 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 165 7 network network NN work_w42xlvpc3nagplvbetz6f74zyy 165 8 needs need VBZ work_w42xlvpc3nagplvbetz6f74zyy 165 9 to to TO work_w42xlvpc3nagplvbetz6f74zyy 165 10 decide decide VB work_w42xlvpc3nagplvbetz6f74zyy 165 11 between between IN work_w42xlvpc3nagplvbetz6f74zyy 165 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 165 13 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 165 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 165 15 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 165 16 forms form NNS work_w42xlvpc3nagplvbetz6f74zyy 165 17 of of IN work_w42xlvpc3nagplvbetz6f74zyy 165 18 a a DT work_w42xlvpc3nagplvbetz6f74zyy 165 19 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 165 20 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 165 21 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 165 22 writes write VBZ work_w42xlvpc3nagplvbetz6f74zyy 165 23 or or CC work_w42xlvpc3nagplvbetz6f74zyy 165 24 write write VB work_w42xlvpc3nagplvbetz6f74zyy 165 25 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 165 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 166 1 Having have VBG work_w42xlvpc3nagplvbetz6f74zyy 166 2 access access NN work_w42xlvpc3nagplvbetz6f74zyy 166 3 to to IN work_w42xlvpc3nagplvbetz6f74zyy 166 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 166 5 semantics semantic NNS work_w42xlvpc3nagplvbetz6f74zyy 166 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 166 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 166 8 verb verb NNP work_w42xlvpc3nagplvbetz6f74zyy 166 9 can can MD work_w42xlvpc3nagplvbetz6f74zyy 166 10 help help VB work_w42xlvpc3nagplvbetz6f74zyy 166 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 166 12 network network NN work_w42xlvpc3nagplvbetz6f74zyy 166 13 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 166 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 166 15 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 166 16 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 166 17 serves serve VBZ work_w42xlvpc3nagplvbetz6f74zyy 166 18 as as IN work_w42xlvpc3nagplvbetz6f74zyy 166 19 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 166 20 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 166 21 without without IN work_w42xlvpc3nagplvbetz6f74zyy 166 22 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 166 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 166 24 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 166 25 subjecthood subjecthood NN work_w42xlvpc3nagplvbetz6f74zyy 166 26 criteria criterion NNS work_w42xlvpc3nagplvbetz6f74zyy 166 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 167 1 For for IN work_w42xlvpc3nagplvbetz6f74zyy 167 2 example example NN work_w42xlvpc3nagplvbetz6f74zyy 167 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 167 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 167 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 167 6 following following JJ work_w42xlvpc3nagplvbetz6f74zyy 167 7 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 167 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 167 9 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 167 10 16 16 LS work_w42xlvpc3nagplvbetz6f74zyy 167 11 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 167 12 People People NNS work_w42xlvpc3nagplvbetz6f74zyy 167 13 from from IN work_w42xlvpc3nagplvbetz6f74zyy 167 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 167 15 capital capital NN work_w42xlvpc3nagplvbetz6f74zyy 167 16 often often RB work_w42xlvpc3nagplvbetz6f74zyy 167 17 eat eat VBP work_w42xlvpc3nagplvbetz6f74zyy 167 18 pizza pizza NN work_w42xlvpc3nagplvbetz6f74zyy 167 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 168 1 527 527 CD work_w42xlvpc3nagplvbetz6f74zyy 168 2 Training training NN work_w42xlvpc3nagplvbetz6f74zyy 168 3 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 168 4 Sample Sample NNP work_w42xlvpc3nagplvbetz6f74zyy 168 5 input input NN work_w42xlvpc3nagplvbetz6f74zyy 168 6 Training Training NNP work_w42xlvpc3nagplvbetz6f74zyy 168 7 signal signal NN work_w42xlvpc3nagplvbetz6f74zyy 168 8 Prediction Prediction NNP work_w42xlvpc3nagplvbetz6f74zyy 168 9 task task NN work_w42xlvpc3nagplvbetz6f74zyy 168 10 Correct Correct NNP work_w42xlvpc3nagplvbetz6f74zyy 168 11 answer answer NN work_w42xlvpc3nagplvbetz6f74zyy 168 12 Number Number NNP work_w42xlvpc3nagplvbetz6f74zyy 168 13 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 168 14 The the DT work_w42xlvpc3nagplvbetz6f74zyy 168 15 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 168 16 to to IN work_w42xlvpc3nagplvbetz6f74zyy 168 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 168 18 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 168 19 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 168 20 SINGULAR SINGULAR NNP work_w42xlvpc3nagplvbetz6f74zyy 168 21 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 168 22 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 168 23 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 169 1 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 169 2 Verb Verb NNP work_w42xlvpc3nagplvbetz6f74zyy 169 3 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 169 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 169 5 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 169 6 to to IN work_w42xlvpc3nagplvbetz6f74zyy 169 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 169 8 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 169 9 [ [ -LRB- work_w42xlvpc3nagplvbetz6f74zyy 169 10 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 169 11 / / , work_w42xlvpc3nagplvbetz6f74zyy 169 12 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 169 13 ] ] -RRB- work_w42xlvpc3nagplvbetz6f74zyy 169 14 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 169 15 SINGULAR SINGULAR NNP work_w42xlvpc3nagplvbetz6f74zyy 169 16 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 169 17 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 169 18 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 170 1 PLURAL PLURAL NNP work_w42xlvpc3nagplvbetz6f74zyy 170 2 Grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 170 3 The the DT work_w42xlvpc3nagplvbetz6f74zyy 170 4 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 170 5 to to IN work_w42xlvpc3nagplvbetz6f74zyy 170 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 170 7 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 170 8 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 170 9 here here RB work_w42xlvpc3nagplvbetz6f74zyy 170 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 171 1 GRAMMATICAL GRAMMATICAL NNP work_w42xlvpc3nagplvbetz6f74zyy 171 2 GRAMMATICAL GRAMMATICAL NNP work_w42xlvpc3nagplvbetz6f74zyy 171 3 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 171 4 UNGRAMMATICAL UNGRAMMATICAL NNP work_w42xlvpc3nagplvbetz6f74zyy 171 5 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 172 1 GRAMMATICAL GRAMMATICAL NNP work_w42xlvpc3nagplvbetz6f74zyy 172 2 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 172 3 model model NN work_w42xlvpc3nagplvbetz6f74zyy 172 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 172 5 keys key NNS work_w42xlvpc3nagplvbetz6f74zyy 172 6 to to IN work_w42xlvpc3nagplvbetz6f74zyy 172 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 172 8 cabinet cabinet NN work_w42xlvpc3nagplvbetz6f74zyy 172 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 172 10 P(are P(are NNP work_w42xlvpc3nagplvbetz6f74zyy 172 11 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 172 12 > > XX work_w42xlvpc3nagplvbetz6f74zyy 172 13 P(is p(i VBN work_w42xlvpc3nagplvbetz6f74zyy 172 14 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 172 15 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 173 1 True true JJ work_w42xlvpc3nagplvbetz6f74zyy 173 2 Table table NN work_w42xlvpc3nagplvbetz6f74zyy 173 3 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 173 4 : : : work_w42xlvpc3nagplvbetz6f74zyy 173 5 Examples example NNS work_w42xlvpc3nagplvbetz6f74zyy 173 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 173 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 173 8 four four CD work_w42xlvpc3nagplvbetz6f74zyy 173 9 training training NN work_w42xlvpc3nagplvbetz6f74zyy 173 10 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 173 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 173 12 corresponding correspond VBG work_w42xlvpc3nagplvbetz6f74zyy 173 13 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 173 14 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 173 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 174 1 only only RB work_w42xlvpc3nagplvbetz6f74zyy 174 2 people people NNS work_w42xlvpc3nagplvbetz6f74zyy 174 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 174 4 a a DT work_w42xlvpc3nagplvbetz6f74zyy 174 5 plausible plausible JJ work_w42xlvpc3nagplvbetz6f74zyy 174 6 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 174 7 for for IN work_w42xlvpc3nagplvbetz6f74zyy 174 8 eat eat NN work_w42xlvpc3nagplvbetz6f74zyy 174 9 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 174 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 174 11 network network NN work_w42xlvpc3nagplvbetz6f74zyy 174 12 can can MD work_w42xlvpc3nagplvbetz6f74zyy 174 13 use use VB work_w42xlvpc3nagplvbetz6f74zyy 174 14 this this DT work_w42xlvpc3nagplvbetz6f74zyy 174 15 information information NN work_w42xlvpc3nagplvbetz6f74zyy 174 16 to to TO work_w42xlvpc3nagplvbetz6f74zyy 174 17 infer infer VB work_w42xlvpc3nagplvbetz6f74zyy 174 18 that that IN work_w42xlvpc3nagplvbetz6f74zyy 174 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 174 20 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 174 21 form form NN work_w42xlvpc3nagplvbetz6f74zyy 174 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 174 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 174 24 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 174 25 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 174 26 eat eat NN work_w42xlvpc3nagplvbetz6f74zyy 174 27 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 174 28 rather rather RB work_w42xlvpc3nagplvbetz6f74zyy 174 29 than than IN work_w42xlvpc3nagplvbetz6f74zyy 174 30 eats eat NNS work_w42xlvpc3nagplvbetz6f74zyy 174 31 . . . work_w42xlvpc3nagplvbetz6f74zyy 175 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 175 2 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 175 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 175 4 similar similar JJ work_w42xlvpc3nagplvbetz6f74zyy 175 5 to to IN work_w42xlvpc3nagplvbetz6f74zyy 175 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 175 7 task task NN work_w42xlvpc3nagplvbetz6f74zyy 175 8 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 175 9 humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 175 10 face face VBP work_w42xlvpc3nagplvbetz6f74zyy 175 11 during during IN work_w42xlvpc3nagplvbetz6f74zyy 175 12 language language NN work_w42xlvpc3nagplvbetz6f74zyy 175 13 production production NN work_w42xlvpc3nagplvbetz6f74zyy 175 14 : : : work_w42xlvpc3nagplvbetz6f74zyy 175 15 after after IN work_w42xlvpc3nagplvbetz6f74zyy 175 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 175 17 speaker speaker NN work_w42xlvpc3nagplvbetz6f74zyy 175 18 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 175 19 decided decide VBN work_w42xlvpc3nagplvbetz6f74zyy 175 20 to to TO work_w42xlvpc3nagplvbetz6f74zyy 175 21 use use VB work_w42xlvpc3nagplvbetz6f74zyy 175 22 a a DT work_w42xlvpc3nagplvbetz6f74zyy 175 23 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 175 24 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 175 25 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 175 26 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 175 27 , , , work_w42xlvpc3nagplvbetz6f74zyy 175 28 write write VB work_w42xlvpc3nagplvbetz6f74zyy 175 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 175 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 175 31 he -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 175 32 or or CC work_w42xlvpc3nagplvbetz6f74zyy 175 33 she -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 175 34 needs need VBZ work_w42xlvpc3nagplvbetz6f74zyy 175 35 to to TO work_w42xlvpc3nagplvbetz6f74zyy 175 36 decide decide VB work_w42xlvpc3nagplvbetz6f74zyy 175 37 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 175 38 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 175 39 form form NN work_w42xlvpc3nagplvbetz6f74zyy 175 40 will will MD work_w42xlvpc3nagplvbetz6f74zyy 175 41 be be VB work_w42xlvpc3nagplvbetz6f74zyy 175 42 write write VB work_w42xlvpc3nagplvbetz6f74zyy 175 43 or or CC work_w42xlvpc3nagplvbetz6f74zyy 175 44 writes write VBZ work_w42xlvpc3nagplvbetz6f74zyy 175 45 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 175 46 Levelt Levelt NNP work_w42xlvpc3nagplvbetz6f74zyy 175 47 et et FW work_w42xlvpc3nagplvbetz6f74zyy 175 48 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 175 49 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 175 50 , , , work_w42xlvpc3nagplvbetz6f74zyy 175 51 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 175 52 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 175 53 Staub Staub NNP work_w42xlvpc3nagplvbetz6f74zyy 175 54 , , , work_w42xlvpc3nagplvbetz6f74zyy 175 55 2009 2009 CD work_w42xlvpc3nagplvbetz6f74zyy 175 56 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 175 57 . . . work_w42xlvpc3nagplvbetz6f74zyy 176 1 Grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 176 2 judgments judgment NNS work_w42xlvpc3nagplvbetz6f74zyy 176 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 176 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 176 5 previous previous JJ work_w42xlvpc3nagplvbetz6f74zyy 176 6 objec- objec- NN work_w42xlvpc3nagplvbetz6f74zyy 176 7 tives tive NNS work_w42xlvpc3nagplvbetz6f74zyy 176 8 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 176 9 indicate indicate VBP work_w42xlvpc3nagplvbetz6f74zyy 176 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 176 11 location location NN work_w42xlvpc3nagplvbetz6f74zyy 176 12 in in IN work_w42xlvpc3nagplvbetz6f74zyy 176 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 176 14 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 176 15 in in IN work_w42xlvpc3nagplvbetz6f74zyy 176 16 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 176 17 a a DT work_w42xlvpc3nagplvbetz6f74zyy 176 18 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 176 19 can can MD work_w42xlvpc3nagplvbetz6f74zyy 176 20 appear appear VB work_w42xlvpc3nagplvbetz6f74zyy 176 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 176 22 giving give VBG work_w42xlvpc3nagplvbetz6f74zyy 176 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 176 24 network network NN work_w42xlvpc3nagplvbetz6f74zyy 176 25 a a DT work_w42xlvpc3nagplvbetz6f74zyy 176 26 cue cue NN work_w42xlvpc3nagplvbetz6f74zyy 176 27 to to IN work_w42xlvpc3nagplvbetz6f74zyy 176 28 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 176 29 clause clause NN work_w42xlvpc3nagplvbetz6f74zyy 176 30 boundaries boundary NNS work_w42xlvpc3nagplvbetz6f74zyy 176 31 . . . work_w42xlvpc3nagplvbetz6f74zyy 177 1 They -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 177 2 also also RB work_w42xlvpc3nagplvbetz6f74zyy 177 3 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 177 4 di- di- RB work_w42xlvpc3nagplvbetz6f74zyy 177 5 rect rect VBP work_w42xlvpc3nagplvbetz6f74zyy 177 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 177 7 network network NN work_w42xlvpc3nagplvbetz6f74zyy 177 8 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 177 9 attention attention NN work_w42xlvpc3nagplvbetz6f74zyy 177 10 to to IN work_w42xlvpc3nagplvbetz6f74zyy 177 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 177 12 number number NN work_w42xlvpc3nagplvbetz6f74zyy 177 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 177 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 177 15 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 177 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 178 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 178 2 a a DT work_w42xlvpc3nagplvbetz6f74zyy 178 3 form form NN work_w42xlvpc3nagplvbetz6f74zyy 178 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 178 5 weaker weak JJR work_w42xlvpc3nagplvbetz6f74zyy 178 6 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 178 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 178 8 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 178 9 experimented experiment VBD work_w42xlvpc3nagplvbetz6f74zyy 178 10 with with IN work_w42xlvpc3nagplvbetz6f74zyy 178 11 a a DT work_w42xlvpc3nagplvbetz6f74zyy 178 12 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 178 13 judgment judgment NN work_w42xlvpc3nagplvbetz6f74zyy 178 14 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 178 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 179 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 179 2 this this DT work_w42xlvpc3nagplvbetz6f74zyy 179 3 scenario scenario NN work_w42xlvpc3nagplvbetz6f74zyy 179 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 179 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 179 6 network network NN work_w42xlvpc3nagplvbetz6f74zyy 179 7 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 179 8 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 179 9 a a DT work_w42xlvpc3nagplvbetz6f74zyy 179 10 complete complete JJ work_w42xlvpc3nagplvbetz6f74zyy 179 11 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 179 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 179 13 and and CC work_w42xlvpc3nagplvbetz6f74zyy 179 14 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 179 15 asked ask VBN work_w42xlvpc3nagplvbetz6f74zyy 179 16 to to TO work_w42xlvpc3nagplvbetz6f74zyy 179 17 judge judge VB work_w42xlvpc3nagplvbetz6f74zyy 179 18 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 179 19 or or CC work_w42xlvpc3nagplvbetz6f74zyy 179 20 not not RB work_w42xlvpc3nagplvbetz6f74zyy 179 21 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 179 22 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 179 23 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 179 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 180 1 To to TO work_w42xlvpc3nagplvbetz6f74zyy 180 2 train train VB work_w42xlvpc3nagplvbetz6f74zyy 180 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 180 4 network network NN work_w42xlvpc3nagplvbetz6f74zyy 180 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 180 6 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 180 7 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 180 8 half half NN work_w42xlvpc3nagplvbetz6f74zyy 180 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 180 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 180 11 examples example NNS work_w42xlvpc3nagplvbetz6f74zyy 180 12 in in IN work_w42xlvpc3nagplvbetz6f74zyy 180 13 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 180 14 training training NN work_w42xlvpc3nagplvbetz6f74zyy 180 15 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 180 16 ungrammatical ungrammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 180 17 by by IN work_w42xlvpc3nagplvbetz6f74zyy 180 18 flipping flip VBG work_w42xlvpc3nagplvbetz6f74zyy 180 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 180 20 number number NN work_w42xlvpc3nagplvbetz6f74zyy 180 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 180 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 180 23 verb.10 verb.10 NNP work_w42xlvpc3nagplvbetz6f74zyy 180 24 The the DT work_w42xlvpc3nagplvbetz6f74zyy 180 25 network network NN work_w42xlvpc3nagplvbetz6f74zyy 180 26 read read VBD work_w42xlvpc3nagplvbetz6f74zyy 180 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 180 28 entire entire JJ work_w42xlvpc3nagplvbetz6f74zyy 180 29 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 180 30 and and CC work_w42xlvpc3nagplvbetz6f74zyy 180 31 received receive VBD work_w42xlvpc3nagplvbetz6f74zyy 180 32 a a DT work_w42xlvpc3nagplvbetz6f74zyy 180 33 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 180 34 signal signal NN work_w42xlvpc3nagplvbetz6f74zyy 180 35 at at IN work_w42xlvpc3nagplvbetz6f74zyy 180 36 the the DT work_w42xlvpc3nagplvbetz6f74zyy 180 37 end end NN work_w42xlvpc3nagplvbetz6f74zyy 180 38 . . . work_w42xlvpc3nagplvbetz6f74zyy 181 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 181 2 task task NN work_w42xlvpc3nagplvbetz6f74zyy 181 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 181 4 modeled model VBN work_w42xlvpc3nagplvbetz6f74zyy 181 5 after after IN work_w42xlvpc3nagplvbetz6f74zyy 181 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 181 7 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 181 8 human human JJ work_w42xlvpc3nagplvbetz6f74zyy 181 9 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 181 10 col- col- NN work_w42xlvpc3nagplvbetz6f74zyy 181 11 lection lection NN work_w42xlvpc3nagplvbetz6f74zyy 181 12 technique technique NN work_w42xlvpc3nagplvbetz6f74zyy 181 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 181 14 linguistics linguistic NNS work_w42xlvpc3nagplvbetz6f74zyy 181 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 181 16 Schütze Schütze NNP work_w42xlvpc3nagplvbetz6f74zyy 181 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 181 18 1996 1996 CD work_w42xlvpc3nagplvbetz6f74zyy 181 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 181 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 181 21 al- al- XX work_w42xlvpc3nagplvbetz6f74zyy 181 22 though though IN work_w42xlvpc3nagplvbetz6f74zyy 181 23 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 181 24 training training NN work_w42xlvpc3nagplvbetz6f74zyy 181 25 regime regime NN work_w42xlvpc3nagplvbetz6f74zyy 181 26 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 181 27 of of IN work_w42xlvpc3nagplvbetz6f74zyy 181 28 course course NN work_w42xlvpc3nagplvbetz6f74zyy 181 29 very very RB work_w42xlvpc3nagplvbetz6f74zyy 181 30 different different JJ work_w42xlvpc3nagplvbetz6f74zyy 181 31 to to IN work_w42xlvpc3nagplvbetz6f74zyy 181 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 181 33 training training NN work_w42xlvpc3nagplvbetz6f74zyy 181 34 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 181 35 humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 181 36 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 181 37 exposed expose VBN work_w42xlvpc3nagplvbetz6f74zyy 181 38 to to IN work_w42xlvpc3nagplvbetz6f74zyy 181 39 : : : work_w42xlvpc3nagplvbetz6f74zyy 181 40 humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 181 41 rarely rarely RB work_w42xlvpc3nagplvbetz6f74zyy 181 42 receive receive VBP work_w42xlvpc3nagplvbetz6f74zyy 181 43 ungrammatical ungrammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 181 44 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 181 45 labeled label VBN work_w42xlvpc3nagplvbetz6f74zyy 181 46 as as IN work_w42xlvpc3nagplvbetz6f74zyy 181 47 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 181 48 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 181 49 Bowerman Bowerman NNP work_w42xlvpc3nagplvbetz6f74zyy 181 50 , , , work_w42xlvpc3nagplvbetz6f74zyy 181 51 1988 1988 CD work_w42xlvpc3nagplvbetz6f74zyy 181 52 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 181 53 . . . work_w42xlvpc3nagplvbetz6f74zyy 182 1 Language language NN work_w42xlvpc3nagplvbetz6f74zyy 182 2 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 182 3 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 182 4 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 182 5 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 182 6 : : : work_w42xlvpc3nagplvbetz6f74zyy 182 7 Finally finally RB work_w42xlvpc3nagplvbetz6f74zyy 182 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 182 9 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 182 10 experi- experi- VBD work_w42xlvpc3nagplvbetz6f74zyy 182 11 mented mente VBN work_w42xlvpc3nagplvbetz6f74zyy 182 12 with with IN work_w42xlvpc3nagplvbetz6f74zyy 182 13 a a DT work_w42xlvpc3nagplvbetz6f74zyy 182 14 word word NN work_w42xlvpc3nagplvbetz6f74zyy 182 15 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 182 16 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 182 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 182 18 in in IN work_w42xlvpc3nagplvbetz6f74zyy 182 19 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 182 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 182 21 model model NN work_w42xlvpc3nagplvbetz6f74zyy 182 22 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 182 23 not not RB work_w42xlvpc3nagplvbetz6f74zyy 182 24 receive receive VB work_w42xlvpc3nagplvbetz6f74zyy 182 25 any any DT work_w42xlvpc3nagplvbetz6f74zyy 182 26 grammatically grammatically RB work_w42xlvpc3nagplvbetz6f74zyy 182 27 relevant relevant JJ work_w42xlvpc3nagplvbetz6f74zyy 182 28 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 182 29 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 182 30 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 182 31 , , , work_w42xlvpc3nagplvbetz6f74zyy 182 32 1990 1990 CD work_w42xlvpc3nagplvbetz6f74zyy 182 33 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 182 34 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 182 35 , , , work_w42xlvpc3nagplvbetz6f74zyy 182 36 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 182 37 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 182 38 . . . work_w42xlvpc3nagplvbetz6f74zyy 183 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 183 2 this this DT work_w42xlvpc3nagplvbetz6f74zyy 183 3 sce- sce- NN work_w42xlvpc3nagplvbetz6f74zyy 183 4 nario nario NN work_w42xlvpc3nagplvbetz6f74zyy 183 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 183 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 183 7 goal goal NN work_w42xlvpc3nagplvbetz6f74zyy 183 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 183 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 183 10 network network NN work_w42xlvpc3nagplvbetz6f74zyy 183 11 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 183 12 to to TO work_w42xlvpc3nagplvbetz6f74zyy 183 13 predict predict VB work_w42xlvpc3nagplvbetz6f74zyy 183 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 183 15 next next JJ work_w42xlvpc3nagplvbetz6f74zyy 183 16 word word NN work_w42xlvpc3nagplvbetz6f74zyy 183 17 at at IN work_w42xlvpc3nagplvbetz6f74zyy 183 18 each each DT work_w42xlvpc3nagplvbetz6f74zyy 183 19 point point NN work_w42xlvpc3nagplvbetz6f74zyy 183 20 in in IN work_w42xlvpc3nagplvbetz6f74zyy 183 21 every every DT work_w42xlvpc3nagplvbetz6f74zyy 183 22 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 183 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 184 1 It -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 184 2 receives receive VBZ work_w42xlvpc3nagplvbetz6f74zyy 184 3 un- un- JJ work_w42xlvpc3nagplvbetz6f74zyy 184 4 10In 10in CD work_w42xlvpc3nagplvbetz6f74zyy 184 5 some some DT work_w42xlvpc3nagplvbetz6f74zyy 184 6 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 184 7 this this DT work_w42xlvpc3nagplvbetz6f74zyy 184 8 will will MD work_w42xlvpc3nagplvbetz6f74zyy 184 9 not not RB work_w42xlvpc3nagplvbetz6f74zyy 184 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 184 11 fact fact NN work_w42xlvpc3nagplvbetz6f74zyy 184 12 result result VB work_w42xlvpc3nagplvbetz6f74zyy 184 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 184 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 184 15 ungram- ungram- JJ work_w42xlvpc3nagplvbetz6f74zyy 184 16 matical matical JJ work_w42xlvpc3nagplvbetz6f74zyy 184 17 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 184 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 184 19 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 185 1 with with IN work_w42xlvpc3nagplvbetz6f74zyy 185 2 collective collective JJ work_w42xlvpc3nagplvbetz6f74zyy 185 3 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 185 4 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 185 5 as as IN work_w42xlvpc3nagplvbetz6f74zyy 185 6 group group NN work_w42xlvpc3nagplvbetz6f74zyy 185 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 185 8 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 185 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 185 10 compatible compatible JJ work_w42xlvpc3nagplvbetz6f74zyy 185 11 with with IN work_w42xlvpc3nagplvbetz6f74zyy 185 12 both both CC work_w42xlvpc3nagplvbetz6f74zyy 185 13 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 185 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 185 15 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 185 16 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 185 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 185 18 some some DT work_w42xlvpc3nagplvbetz6f74zyy 185 19 di- di- JJ work_w42xlvpc3nagplvbetz6f74zyy 185 20 alects alect NNS work_w42xlvpc3nagplvbetz6f74zyy 185 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 185 22 English English NNP work_w42xlvpc3nagplvbetz6f74zyy 185 23 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 185 24 Huddleston Huddleston NNP work_w42xlvpc3nagplvbetz6f74zyy 185 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 185 26 Pullum Pullum NNP work_w42xlvpc3nagplvbetz6f74zyy 185 27 , , , work_w42xlvpc3nagplvbetz6f74zyy 185 28 2002 2002 CD work_w42xlvpc3nagplvbetz6f74zyy 185 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 185 30 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 185 31 those those DT work_w42xlvpc3nagplvbetz6f74zyy 185 32 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 185 33 appear appear VBP work_w42xlvpc3nagplvbetz6f74zyy 185 34 to to TO work_w42xlvpc3nagplvbetz6f74zyy 185 35 be be VB work_w42xlvpc3nagplvbetz6f74zyy 185 36 rare rare JJ work_w42xlvpc3nagplvbetz6f74zyy 185 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 186 1 labeled labeled JJ work_w42xlvpc3nagplvbetz6f74zyy 186 2 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 186 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 186 4 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 186 5 not not RB work_w42xlvpc3nagplvbetz6f74zyy 186 6 specifically specifically RB work_w42xlvpc3nagplvbetz6f74zyy 186 7 instructed instruct VBN work_w42xlvpc3nagplvbetz6f74zyy 186 8 to to TO work_w42xlvpc3nagplvbetz6f74zyy 186 9 attend attend VB work_w42xlvpc3nagplvbetz6f74zyy 186 10 to to IN work_w42xlvpc3nagplvbetz6f74zyy 186 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 186 12 number number NN work_w42xlvpc3nagplvbetz6f74zyy 186 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 186 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 186 15 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 186 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 187 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 187 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 187 3 network network NN work_w42xlvpc3nagplvbetz6f74zyy 187 4 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 187 5 implements implement VBZ work_w42xlvpc3nagplvbetz6f74zyy 187 6 this this DT work_w42xlvpc3nagplvbetz6f74zyy 187 7 training training NN work_w42xlvpc3nagplvbetz6f74zyy 187 8 scenario scenario NN work_w42xlvpc3nagplvbetz6f74zyy 187 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 187 10 RNN RNN NNP work_w42xlvpc3nagplvbetz6f74zyy 187 11 activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 187 12 after after IN work_w42xlvpc3nagplvbetz6f74zyy 187 13 each each DT work_w42xlvpc3nagplvbetz6f74zyy 187 14 word word NN work_w42xlvpc3nagplvbetz6f74zyy 187 15 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 187 16 fed feed VBN work_w42xlvpc3nagplvbetz6f74zyy 187 17 into into IN work_w42xlvpc3nagplvbetz6f74zyy 187 18 a a DT work_w42xlvpc3nagplvbetz6f74zyy 187 19 fully fully RB work_w42xlvpc3nagplvbetz6f74zyy 187 20 connected connect VBN work_w42xlvpc3nagplvbetz6f74zyy 187 21 dense dense JJ work_w42xlvpc3nagplvbetz6f74zyy 187 22 layer layer NN work_w42xlvpc3nagplvbetz6f74zyy 187 23 followed follow VBN work_w42xlvpc3nagplvbetz6f74zyy 187 24 by by IN work_w42xlvpc3nagplvbetz6f74zyy 187 25 a a DT work_w42xlvpc3nagplvbetz6f74zyy 187 26 softmax softmax NNP work_w42xlvpc3nagplvbetz6f74zyy 187 27 layer layer NN work_w42xlvpc3nagplvbetz6f74zyy 187 28 over over IN work_w42xlvpc3nagplvbetz6f74zyy 187 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 187 30 entire entire JJ work_w42xlvpc3nagplvbetz6f74zyy 187 31 vocabulary vocabulary NN work_w42xlvpc3nagplvbetz6f74zyy 187 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 188 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 188 2 evaluate evaluate VBP work_w42xlvpc3nagplvbetz6f74zyy 188 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 188 4 knowledge knowledge NN work_w42xlvpc3nagplvbetz6f74zyy 188 5 that that IN work_w42xlvpc3nagplvbetz6f74zyy 188 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 188 7 network network NN work_w42xlvpc3nagplvbetz6f74zyy 188 8 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 188 9 acquired acquire VBN work_w42xlvpc3nagplvbetz6f74zyy 188 10 about about IN work_w42xlvpc3nagplvbetz6f74zyy 188 11 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 188 12 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 188 13 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 188 14 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 188 15 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 188 16 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 188 17 a a DT work_w42xlvpc3nagplvbetz6f74zyy 188 18 task task NN work_w42xlvpc3nagplvbetz6f74zyy 188 19 similar similar JJ work_w42xlvpc3nagplvbetz6f74zyy 188 20 to to IN work_w42xlvpc3nagplvbetz6f74zyy 188 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 188 22 verb verb NNP work_w42xlvpc3nagplvbetz6f74zyy 188 23 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 188 24 task task NN work_w42xlvpc3nagplvbetz6f74zyy 188 25 . . . work_w42xlvpc3nagplvbetz6f74zyy 189 1 To to TO work_w42xlvpc3nagplvbetz6f74zyy 189 2 per- per- RB work_w42xlvpc3nagplvbetz6f74zyy 189 3 form form VB work_w42xlvpc3nagplvbetz6f74zyy 189 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 5 task task NN work_w42xlvpc3nagplvbetz6f74zyy 189 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 189 7 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 189 8 compare compare VBP work_w42xlvpc3nagplvbetz6f74zyy 189 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 10 probabilities probability NNS work_w42xlvpc3nagplvbetz6f74zyy 189 11 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 189 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 13 model model NN work_w42xlvpc3nagplvbetz6f74zyy 189 14 assigns assign VBZ work_w42xlvpc3nagplvbetz6f74zyy 189 15 to to IN work_w42xlvpc3nagplvbetz6f74zyy 189 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 17 two two CD work_w42xlvpc3nagplvbetz6f74zyy 189 18 forms form NNS work_w42xlvpc3nagplvbetz6f74zyy 189 19 of of IN work_w42xlvpc3nagplvbetz6f74zyy 189 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 21 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 189 22 that that IN work_w42xlvpc3nagplvbetz6f74zyy 189 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 189 24 fact fact NN work_w42xlvpc3nagplvbetz6f74zyy 189 25 occurred occur VBD work_w42xlvpc3nagplvbetz6f74zyy 189 26 in in IN work_w42xlvpc3nagplvbetz6f74zyy 189 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 28 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 189 29 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 189 30 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 189 31 , , , work_w42xlvpc3nagplvbetz6f74zyy 189 32 write write VB work_w42xlvpc3nagplvbetz6f74zyy 189 33 and and CC work_w42xlvpc3nagplvbetz6f74zyy 189 34 writes write VBZ work_w42xlvpc3nagplvbetz6f74zyy 189 35 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 189 36 , , , work_w42xlvpc3nagplvbetz6f74zyy 189 37 and and CC work_w42xlvpc3nagplvbetz6f74zyy 189 38 select select VB work_w42xlvpc3nagplvbetz6f74zyy 189 39 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 40 form form NN work_w42xlvpc3nagplvbetz6f74zyy 189 41 with with IN work_w42xlvpc3nagplvbetz6f74zyy 189 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 43 higher high JJR work_w42xlvpc3nagplvbetz6f74zyy 189 44 probability.11 probability.11 NNP work_w42xlvpc3nagplvbetz6f74zyy 189 45 As as IN work_w42xlvpc3nagplvbetz6f74zyy 189 46 this this DT work_w42xlvpc3nagplvbetz6f74zyy 189 47 task task NN work_w42xlvpc3nagplvbetz6f74zyy 189 48 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 189 49 not not RB work_w42xlvpc3nagplvbetz6f74zyy 189 50 part part NN work_w42xlvpc3nagplvbetz6f74zyy 189 51 of of IN work_w42xlvpc3nagplvbetz6f74zyy 189 52 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 53 network network NN work_w42xlvpc3nagplvbetz6f74zyy 189 54 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 189 55 training training NN work_w42xlvpc3nagplvbetz6f74zyy 189 56 objec- objec- NN work_w42xlvpc3nagplvbetz6f74zyy 189 57 tive tive JJ work_w42xlvpc3nagplvbetz6f74zyy 189 58 , , , work_w42xlvpc3nagplvbetz6f74zyy 189 59 and and CC work_w42xlvpc3nagplvbetz6f74zyy 189 60 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 61 model model NN work_w42xlvpc3nagplvbetz6f74zyy 189 62 needs need VBZ work_w42xlvpc3nagplvbetz6f74zyy 189 63 to to TO work_w42xlvpc3nagplvbetz6f74zyy 189 64 allocate allocate VB work_w42xlvpc3nagplvbetz6f74zyy 189 65 considerable considerable JJ work_w42xlvpc3nagplvbetz6f74zyy 189 66 resources resource NNS work_w42xlvpc3nagplvbetz6f74zyy 189 67 to to IN work_w42xlvpc3nagplvbetz6f74zyy 189 68 predicting predict VBG work_w42xlvpc3nagplvbetz6f74zyy 189 69 each each DT work_w42xlvpc3nagplvbetz6f74zyy 189 70 word word NN work_w42xlvpc3nagplvbetz6f74zyy 189 71 in in IN work_w42xlvpc3nagplvbetz6f74zyy 189 72 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 73 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 189 74 , , , work_w42xlvpc3nagplvbetz6f74zyy 189 75 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 189 76 expect expect VBP work_w42xlvpc3nagplvbetz6f74zyy 189 77 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 78 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 189 79 to to TO work_w42xlvpc3nagplvbetz6f74zyy 189 80 perform perform VB work_w42xlvpc3nagplvbetz6f74zyy 189 81 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 189 82 than than IN work_w42xlvpc3nagplvbetz6f74zyy 189 83 the the DT work_w42xlvpc3nagplvbetz6f74zyy 189 84 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 189 85 supervised supervise VBN work_w42xlvpc3nagplvbetz6f74zyy 189 86 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 189 87 . . . work_w42xlvpc3nagplvbetz6f74zyy 190 1 Results result NNS work_w42xlvpc3nagplvbetz6f74zyy 190 2 : : : work_w42xlvpc3nagplvbetz6f74zyy 190 3 When when WRB work_w42xlvpc3nagplvbetz6f74zyy 190 4 considering consider VBG work_w42xlvpc3nagplvbetz6f74zyy 190 5 all all DT work_w42xlvpc3nagplvbetz6f74zyy 190 6 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 190 7 depen- depen- FW work_w42xlvpc3nagplvbetz6f74zyy 190 8 dencies dencie NNS work_w42xlvpc3nagplvbetz6f74zyy 190 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 190 10 all all DT work_w42xlvpc3nagplvbetz6f74zyy 190 11 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 190 12 achieved achieve VBD work_w42xlvpc3nagplvbetz6f74zyy 190 13 error error NN work_w42xlvpc3nagplvbetz6f74zyy 190 14 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 190 15 below below IN work_w42xlvpc3nagplvbetz6f74zyy 190 16 7 7 CD work_w42xlvpc3nagplvbetz6f74zyy 190 17 % % NN work_w42xlvpc3nagplvbetz6f74zyy 190 18 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 190 19 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 190 20 4a 4a CD work_w42xlvpc3nagplvbetz6f74zyy 190 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 190 22 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 190 23 as as IN work_w42xlvpc3nagplvbetz6f74zyy 190 24 mentioned mention VBN work_w42xlvpc3nagplvbetz6f74zyy 190 25 above above RB work_w42xlvpc3nagplvbetz6f74zyy 190 26 , , , work_w42xlvpc3nagplvbetz6f74zyy 190 27 even even RB work_w42xlvpc3nagplvbetz6f74zyy 190 28 the the DT work_w42xlvpc3nagplvbetz6f74zyy 190 29 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 190 30 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 190 31 only only RB work_w42xlvpc3nagplvbetz6f74zyy 190 32 number number NN work_w42xlvpc3nagplvbetz6f74zyy 190 33 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 190 34 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 190 35 achieved achieve VBD work_w42xlvpc3nagplvbetz6f74zyy 190 36 error error NN work_w42xlvpc3nagplvbetz6f74zyy 190 37 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 190 38 be- be- VBP work_w42xlvpc3nagplvbetz6f74zyy 190 39 low low JJ work_w42xlvpc3nagplvbetz6f74zyy 190 40 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 190 41 % % NN work_w42xlvpc3nagplvbetz6f74zyy 190 42 on on IN work_w42xlvpc3nagplvbetz6f74zyy 190 43 this this DT work_w42xlvpc3nagplvbetz6f74zyy 190 44 task task NN work_w42xlvpc3nagplvbetz6f74zyy 190 45 . . . work_w42xlvpc3nagplvbetz6f74zyy 191 1 At at IN work_w42xlvpc3nagplvbetz6f74zyy 191 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 191 3 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 191 4 time time NN work_w42xlvpc3nagplvbetz6f74zyy 191 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 191 6 there there EX work_w42xlvpc3nagplvbetz6f74zyy 191 7 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 191 8 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 191 9 differences difference NNS work_w42xlvpc3nagplvbetz6f74zyy 191 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 191 11 accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 191 12 across across IN work_w42xlvpc3nagplvbetz6f74zyy 191 13 training training NN work_w42xlvpc3nagplvbetz6f74zyy 191 14 objec- objec- NN work_w42xlvpc3nagplvbetz6f74zyy 191 15 tives tive NNS work_w42xlvpc3nagplvbetz6f74zyy 191 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 192 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 192 2 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 192 3 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 192 4 network network NN work_w42xlvpc3nagplvbetz6f74zyy 192 5 performed perform VBD work_w42xlvpc3nagplvbetz6f74zyy 192 6 slightly slightly RB work_w42xlvpc3nagplvbetz6f74zyy 192 7 but but CC work_w42xlvpc3nagplvbetz6f74zyy 192 8 significantly significantly RB work_w42xlvpc3nagplvbetz6f74zyy 192 9 better well JJR work_w42xlvpc3nagplvbetz6f74zyy 192 10 than than IN work_w42xlvpc3nagplvbetz6f74zyy 192 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 192 12 number number NN work_w42xlvpc3nagplvbetz6f74zyy 192 13 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 192 14 one one CD work_w42xlvpc3nagplvbetz6f74zyy 192 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 192 16 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 192 17 % % NN work_w42xlvpc3nagplvbetz6f74zyy 192 18 compared compare VBN work_w42xlvpc3nagplvbetz6f74zyy 192 19 to to IN work_w42xlvpc3nagplvbetz6f74zyy 192 20 0.83 0.83 CD work_w42xlvpc3nagplvbetz6f74zyy 192 21 % % NN work_w42xlvpc3nagplvbetz6f74zyy 192 22 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 192 23 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 192 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 192 25 suggesting suggest VBG work_w42xlvpc3nagplvbetz6f74zyy 192 26 that that IN work_w42xlvpc3nagplvbetz6f74zyy 192 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 192 28 semantic semantic JJ work_w42xlvpc3nagplvbetz6f74zyy 192 29 information information NN work_w42xlvpc3nagplvbetz6f74zyy 192 30 carried carry VBN work_w42xlvpc3nagplvbetz6f74zyy 192 31 by by IN work_w42xlvpc3nagplvbetz6f74zyy 192 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 192 33 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 192 34 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 192 35 moderately moderately RB work_w42xlvpc3nagplvbetz6f74zyy 192 36 helpful helpful JJ work_w42xlvpc3nagplvbetz6f74zyy 192 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 193 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 193 2 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 193 3 judgment judgment NN work_w42xlvpc3nagplvbetz6f74zyy 193 4 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 193 5 performed perform VBD work_w42xlvpc3nagplvbetz6f74zyy 193 6 somewhat somewhat RB work_w42xlvpc3nagplvbetz6f74zyy 193 7 worse worse RBR work_w42xlvpc3nagplvbetz6f74zyy 193 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 193 9 at at IN work_w42xlvpc3nagplvbetz6f74zyy 193 10 2.5 2.5 CD work_w42xlvpc3nagplvbetz6f74zyy 193 11 % % NN work_w42xlvpc3nagplvbetz6f74zyy 193 12 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 193 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 193 14 but but CC work_w42xlvpc3nagplvbetz6f74zyy 193 15 still still RB work_w42xlvpc3nagplvbetz6f74zyy 193 16 outperformed outperform VBD work_w42xlvpc3nagplvbetz6f74zyy 193 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 193 18 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 193 19 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 193 20 only only JJ work_w42xlvpc3nagplvbetz6f74zyy 193 21 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 193 22 by by IN work_w42xlvpc3nagplvbetz6f74zyy 193 23 a a DT work_w42xlvpc3nagplvbetz6f74zyy 193 24 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 193 25 margin margin NN work_w42xlvpc3nagplvbetz6f74zyy 193 26 , , , work_w42xlvpc3nagplvbetz6f74zyy 193 27 showing show VBG work_w42xlvpc3nagplvbetz6f74zyy 193 28 the the DT work_w42xlvpc3nagplvbetz6f74zyy 193 29 capacity capacity NN work_w42xlvpc3nagplvbetz6f74zyy 193 30 of of IN work_w42xlvpc3nagplvbetz6f74zyy 193 31 the the DT work_w42xlvpc3nagplvbetz6f74zyy 193 32 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 193 33 ar- ar- CD work_w42xlvpc3nagplvbetz6f74zyy 193 34 chitecture chitecture NN work_w42xlvpc3nagplvbetz6f74zyy 193 35 to to TO work_w42xlvpc3nagplvbetz6f74zyy 193 36 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 193 37 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 193 38 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 193 39 even even RB work_w42xlvpc3nagplvbetz6f74zyy 193 40 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 193 41 fairly fairly RB work_w42xlvpc3nagplvbetz6f74zyy 193 42 indirect indirect JJ work_w42xlvpc3nagplvbetz6f74zyy 193 43 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 193 44 . . . work_w42xlvpc3nagplvbetz6f74zyy 194 1 11One 11one CD work_w42xlvpc3nagplvbetz6f74zyy 194 2 could could MD work_w42xlvpc3nagplvbetz6f74zyy 194 3 also also RB work_w42xlvpc3nagplvbetz6f74zyy 194 4 imagine imagine VB work_w42xlvpc3nagplvbetz6f74zyy 194 5 performing perform VBG work_w42xlvpc3nagplvbetz6f74zyy 194 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 194 7 equivalent equivalent NN work_w42xlvpc3nagplvbetz6f74zyy 194 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 194 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 194 10 number number NN work_w42xlvpc3nagplvbetz6f74zyy 194 11 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 194 12 task task NN work_w42xlvpc3nagplvbetz6f74zyy 194 13 by by IN work_w42xlvpc3nagplvbetz6f74zyy 194 14 aggregating aggregate VBG work_w42xlvpc3nagplvbetz6f74zyy 194 15 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 194 16 probability probability NN work_w42xlvpc3nagplvbetz6f74zyy 194 17 mass mass NN work_w42xlvpc3nagplvbetz6f74zyy 194 18 over over IN work_w42xlvpc3nagplvbetz6f74zyy 194 19 all all DT work_w42xlvpc3nagplvbetz6f74zyy 194 20 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 194 21 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 194 22 and and CC work_w42xlvpc3nagplvbetz6f74zyy 194 23 all all DT work_w42xlvpc3nagplvbetz6f74zyy 194 24 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 194 25 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 194 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 195 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 195 2 approach approach NN work_w42xlvpc3nagplvbetz6f74zyy 195 3 may may MD work_w42xlvpc3nagplvbetz6f74zyy 195 4 be be VB work_w42xlvpc3nagplvbetz6f74zyy 195 5 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 195 6 severely severely RB work_w42xlvpc3nagplvbetz6f74zyy 195 7 affected affect VBN work_w42xlvpc3nagplvbetz6f74zyy 195 8 by by IN work_w42xlvpc3nagplvbetz6f74zyy 195 9 part part JJ work_w42xlvpc3nagplvbetz6f74zyy 195 10 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 195 11 of of IN work_w42xlvpc3nagplvbetz6f74zyy 195 12 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 195 13 speech speech NN work_w42xlvpc3nagplvbetz6f74zyy 195 14 ambiguous ambiguous JJ work_w42xlvpc3nagplvbetz6f74zyy 195 15 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 195 16 than than IN work_w42xlvpc3nagplvbetz6f74zyy 195 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 195 18 one one NN work_w42xlvpc3nagplvbetz6f74zyy 195 19 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 195 20 adopted adopt VBD work_w42xlvpc3nagplvbetz6f74zyy 195 21 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 195 22 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 195 23 leave leave VBP work_w42xlvpc3nagplvbetz6f74zyy 195 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 195 25 exploration exploration NN work_w42xlvpc3nagplvbetz6f74zyy 195 26 of of IN work_w42xlvpc3nagplvbetz6f74zyy 195 27 this this DT work_w42xlvpc3nagplvbetz6f74zyy 195 28 approach approach NN work_w42xlvpc3nagplvbetz6f74zyy 195 29 to to IN work_w42xlvpc3nagplvbetz6f74zyy 195 30 future future JJ work_w42xlvpc3nagplvbetz6f74zyy 195 31 work work NN work_w42xlvpc3nagplvbetz6f74zyy 195 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 196 1 528 528 CD work_w42xlvpc3nagplvbetz6f74zyy 196 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 196 4 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 5 Nu Nu NNP work_w42xlvpc3nagplvbetz6f74zyy 196 6 mb mb NN work_w42xlvpc3nagplvbetz6f74zyy 196 7 er er UH work_w42xlvpc3nagplvbetz6f74zyy 196 8     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 9 pre pre JJ work_w42xlvpc3nagplvbetz6f74zyy 196 10 dic dic NN work_w42xlvpc3nagplvbetz6f74zyy 196 11 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 196 12 Gr Gr NNP work_w42xlvpc3nagplvbetz6f74zyy 196 13 am be VBP work_w42xlvpc3nagplvbetz6f74zyy 196 14 ma ma NNP work_w42xlvpc3nagplvbetz6f74zyy 196 15 tica tica NNP work_w42xlvpc3nagplvbetz6f74zyy 196 16 lity lity NNP work_w42xlvpc3nagplvbetz6f74zyy 196 17   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 18 jud jud NNP work_w42xlvpc3nagplvbetz6f74zyy 196 19 gm gm NNP work_w42xlvpc3nagplvbetz6f74zyy 196 20 en en IN work_w42xlvpc3nagplvbetz6f74zyy 196 21 ts ts NNP work_w42xlvpc3nagplvbetz6f74zyy 196 22 Ve Ve NNP work_w42xlvpc3nagplvbetz6f74zyy 196 23 rb rb NNP work_w42xlvpc3nagplvbetz6f74zyy 196 24     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 25 infl infl NN work_w42xlvpc3nagplvbetz6f74zyy 196 26 ect ect NN work_w42xlvpc3nagplvbetz6f74zyy 196 27 ion ion FW work_w42xlvpc3nagplvbetz6f74zyy 196 28 La La NNP work_w42xlvpc3nagplvbetz6f74zyy 196 29 ng ng NNP work_w42xlvpc3nagplvbetz6f74zyy 196 30 ua ua NNP work_w42xlvpc3nagplvbetz6f74zyy 196 31 ge ge NNP work_w42xlvpc3nagplvbetz6f74zyy 196 32   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 33 m m NNP work_w42xlvpc3nagplvbetz6f74zyy 196 34 od od NNP work_w42xlvpc3nagplvbetz6f74zyy 196 35 el el NNP work_w42xlvpc3nagplvbetz6f74zyy 196 36 Ba Ba NNP work_w42xlvpc3nagplvbetz6f74zyy 196 37 sel sel NNP work_w42xlvpc3nagplvbetz6f74zyy 196 38 ine ine NN work_w42xlvpc3nagplvbetz6f74zyy 196 39   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 40 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 41 c c NNP work_w42xlvpc3nagplvbetz6f74zyy 196 42 om om NNP work_w42xlvpc3nagplvbetz6f74zyy 196 43 mo mo NNP work_w42xlvpc3nagplvbetz6f74zyy 196 44 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 196 45   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 46 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 196 47 ou ou NNP work_w42xlvpc3nagplvbetz6f74zyy 196 48 ns ns IN work_w42xlvpc3nagplvbetz6f74zyy 196 49 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 50 Ba Ba NNP work_w42xlvpc3nagplvbetz6f74zyy 196 51 sel sel NNP work_w42xlvpc3nagplvbetz6f74zyy 196 52 ine ine NN work_w42xlvpc3nagplvbetz6f74zyy 196 53   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 54 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 55 a a DT work_w42xlvpc3nagplvbetz6f74zyy 196 56 ll will NN work_w42xlvpc3nagplvbetz6f74zyy 196 57   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 58 n n NNP work_w42xlvpc3nagplvbetz6f74zyy 196 59 ou ou NNP work_w42xlvpc3nagplvbetz6f74zyy 196 60 ns ns NNP work_w42xlvpc3nagplvbetz6f74zyy 196 61 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 62 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 63 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 64 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 196 65 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 66 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 196 67 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 68 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 196 69 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 70 8 8 CD work_w42xlvpc3nagplvbetz6f74zyy 196 71 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 72 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 196 73 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 74 O o NN work_w42xlvpc3nagplvbetz6f74zyy 196 75 ve ve JJ work_w42xlvpc3nagplvbetz6f74zyy 196 76 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 196 77 ll will NNP work_w42xlvpc3nagplvbetz6f74zyy 196 78     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 79 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 196 80 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 196 81 o o NN work_w42xlvpc3nagplvbetz6f74zyy 196 82 r r NN work_w42xlvpc3nagplvbetz6f74zyy 196 83     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 84 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 196 85 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 196 86 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 87 b b NNP work_w42xlvpc3nagplvbetz6f74zyy 196 88 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 89 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 90 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 196 91 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 196 92 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 196 93 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 196 94 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 196 95   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 96 of of IN work_w42xlvpc3nagplvbetz6f74zyy 196 97   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 98 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 196 99 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 100 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 101 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 196 102 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 103 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 196 104 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 105 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 196 106 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 107 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 196 108 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 109 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 196 110 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 111 E e NN work_w42xlvpc3nagplvbetz6f74zyy 196 112 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 196 113 o o NN work_w42xlvpc3nagplvbetz6f74zyy 196 114 r r NN work_w42xlvpc3nagplvbetz6f74zyy 196 115     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 116 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 196 117 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 196 118 Grammaticality Grammaticality NNP work_w42xlvpc3nagplvbetz6f74zyy 196 119 Verb Verb NNP work_w42xlvpc3nagplvbetz6f74zyy 196 120   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 121 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 196 122 Language language NN work_w42xlvpc3nagplvbetz6f74zyy 196 123   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 124 modeling model VBG work_w42xlvpc3nagplvbetz6f74zyy 196 125 Number number NN work_w42xlvpc3nagplvbetz6f74zyy 196 126   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 127 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 196 128 Baseline Baseline NNP work_w42xlvpc3nagplvbetz6f74zyy 196 129   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 130 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 131 all all RB work_w42xlvpc3nagplvbetz6f74zyy 196 132   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 133 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 196 134 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 135 Baseline Baseline NNP work_w42xlvpc3nagplvbetz6f74zyy 196 136   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 137 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 138 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 196 139   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 140 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 196 141 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 142 Majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 196 143   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 144 class class NN work_w42xlvpc3nagplvbetz6f74zyy 196 145 Random random NN work_w42xlvpc3nagplvbetz6f74zyy 196 146   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 147 guess guess NN work_w42xlvpc3nagplvbetz6f74zyy 196 148 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 149 c c NN work_w42xlvpc3nagplvbetz6f74zyy 196 150 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 151 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 152 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 196 153 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 196 154 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 196 155 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 196 156 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 196 157   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 158 of of IN work_w42xlvpc3nagplvbetz6f74zyy 196 159   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 160 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 196 161 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 162 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 163 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 196 164 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 165 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 196 166 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 167 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 196 168 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 169 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 196 170 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 171 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 196 172 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 173 E e NN work_w42xlvpc3nagplvbetz6f74zyy 196 174 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 196 175 o o NN work_w42xlvpc3nagplvbetz6f74zyy 196 176 r r NN work_w42xlvpc3nagplvbetz6f74zyy 196 177     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 178 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 196 179 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 196 180 Our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 196 181   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 182 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 196 183 Verb Verb NNP work_w42xlvpc3nagplvbetz6f74zyy 196 184   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 185 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 196 186 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 196 187   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 188 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 196 189 Majority Majority NNP work_w42xlvpc3nagplvbetz6f74zyy 196 190 Random Random NNP work_w42xlvpc3nagplvbetz6f74zyy 196 191 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 192 d d NNP work_w42xlvpc3nagplvbetz6f74zyy 196 193 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 194 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 195 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 196 196 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 196 197 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 196 198 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 196 199 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 196 200   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 201 of of IN work_w42xlvpc3nagplvbetz6f74zyy 196 202   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 203 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 196 204 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 196 205 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 206 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 196 207 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 208 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 196 209 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 210 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 196 211 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 212 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 196 213 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 214 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 196 215 % % NN work_w42xlvpc3nagplvbetz6f74zyy 196 216 E e NN work_w42xlvpc3nagplvbetz6f74zyy 196 217 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 196 218 o o NN work_w42xlvpc3nagplvbetz6f74zyy 196 219 r r NN work_w42xlvpc3nagplvbetz6f74zyy 196 220     _SP work_w42xlvpc3nagplvbetz6f74zyy 196 221 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 196 222 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 196 223 LSTMSRN LSTMSRN NNP work_w42xlvpc3nagplvbetz6f74zyy 196 224 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 196 225   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 226 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 227 targeted target VBN work_w42xlvpc3nagplvbetz6f74zyy 196 228 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 229 Majority Majority NNP work_w42xlvpc3nagplvbetz6f74zyy 196 230 Random Random NNP work_w42xlvpc3nagplvbetz6f74zyy 196 231 Number Number NNP work_w42xlvpc3nagplvbetz6f74zyy 196 232   _SP work_w42xlvpc3nagplvbetz6f74zyy 196 233 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 196 234 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 196 235 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 196 236 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 196 237 . . . work_w42xlvpc3nagplvbetz6f74zyy 197 1 0 0 NFP work_w42xlvpc3nagplvbetz6f74zyy 197 2 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 197 3 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 197 4 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 197 5 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 197 6 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 197 7   _SP work_w42xlvpc3nagplvbetz6f74zyy 197 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 197 9   _SP work_w42xlvpc3nagplvbetz6f74zyy 197 10 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 197 11 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 197 12 % % NN work_w42xlvpc3nagplvbetz6f74zyy 197 13 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 197 14 % % NN work_w42xlvpc3nagplvbetz6f74zyy 197 15 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 197 16 % % NN work_w42xlvpc3nagplvbetz6f74zyy 197 17 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 197 18 % % NN work_w42xlvpc3nagplvbetz6f74zyy 197 19 80 80 CD work_w42xlvpc3nagplvbetz6f74zyy 197 20 % % NN work_w42xlvpc3nagplvbetz6f74zyy 197 21 100 100 CD work_w42xlvpc3nagplvbetz6f74zyy 197 22 % % NN work_w42xlvpc3nagplvbetz6f74zyy 197 23 E e NN work_w42xlvpc3nagplvbetz6f74zyy 197 24 rr rr NN work_w42xlvpc3nagplvbetz6f74zyy 197 25 o o NN work_w42xlvpc3nagplvbetz6f74zyy 197 26 r r NN work_w42xlvpc3nagplvbetz6f74zyy 197 27     _SP work_w42xlvpc3nagplvbetz6f74zyy 197 28 ra ra NNP work_w42xlvpc3nagplvbetz6f74zyy 197 29 te te NNP work_w42xlvpc3nagplvbetz6f74zyy 197 30 Majority Majority NNP work_w42xlvpc3nagplvbetz6f74zyy 197 31 Random Random NNP work_w42xlvpc3nagplvbetz6f74zyy 197 32 Singular Singular NNP work_w42xlvpc3nagplvbetz6f74zyy 197 33   _SP work_w42xlvpc3nagplvbetz6f74zyy 197 34 subj subj NN work_w42xlvpc3nagplvbetz6f74zyy 197 35 . . . work_w42xlvpc3nagplvbetz6f74zyy 198 1 Plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 198 2   _SP work_w42xlvpc3nagplvbetz6f74zyy 198 3 subj subj NN work_w42xlvpc3nagplvbetz6f74zyy 198 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 199 1 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 199 2 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 199 3 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 199 4 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 199 5 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 199 6 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 199 7 Count Count NNP work_w42xlvpc3nagplvbetz6f74zyy 199 8   _SP work_w42xlvpc3nagplvbetz6f74zyy 199 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 199 10   _SP work_w42xlvpc3nagplvbetz6f74zyy 199 11 attractors attractor VBZ work_w42xlvpc3nagplvbetz6f74zyy 199 12 Majority Majority NNP work_w42xlvpc3nagplvbetz6f74zyy 199 13 Random Random NNP work_w42xlvpc3nagplvbetz6f74zyy 199 14 Singular Singular NNP work_w42xlvpc3nagplvbetz6f74zyy 199 15   _SP work_w42xlvpc3nagplvbetz6f74zyy 199 16 subj subj NN work_w42xlvpc3nagplvbetz6f74zyy 199 17 . . . work_w42xlvpc3nagplvbetz6f74zyy 200 1 Plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 200 2   _SP work_w42xlvpc3nagplvbetz6f74zyy 200 3 subj subj NN work_w42xlvpc3nagplvbetz6f74zyy 200 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 201 1 SRN srn NN work_w42xlvpc3nagplvbetz6f74zyy 201 2 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 201 3 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 201 4 : : : work_w42xlvpc3nagplvbetz6f74zyy 201 5 Alternative alternative JJ work_w42xlvpc3nagplvbetz6f74zyy 201 6 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 201 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 201 8 additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 201 9 experiments experiment NNS work_w42xlvpc3nagplvbetz6f74zyy 201 10 : : : work_w42xlvpc3nagplvbetz6f74zyy 201 11 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 12 a a LS work_w42xlvpc3nagplvbetz6f74zyy 201 13 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 14 overall overall JJ work_w42xlvpc3nagplvbetz6f74zyy 201 15 error error NN work_w42xlvpc3nagplvbetz6f74zyy 201 16 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 201 17 across across IN work_w42xlvpc3nagplvbetz6f74zyy 201 18 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 201 19 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 20 note note VB work_w42xlvpc3nagplvbetz6f74zyy 201 21 that that IN work_w42xlvpc3nagplvbetz6f74zyy 201 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 201 23 y y NN work_w42xlvpc3nagplvbetz6f74zyy 201 24 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 201 25 axis axis NNP work_w42xlvpc3nagplvbetz6f74zyy 201 26 ends end VBZ work_w42xlvpc3nagplvbetz6f74zyy 201 27 in in IN work_w42xlvpc3nagplvbetz6f74zyy 201 28 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 201 29 % % NN work_w42xlvpc3nagplvbetz6f74zyy 201 30 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 31 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 201 32 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 33 b b NN work_w42xlvpc3nagplvbetz6f74zyy 201 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 35 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 201 36 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 37 count count NN work_w42xlvpc3nagplvbetz6f74zyy 201 38 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 39 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 201 40 in in IN work_w42xlvpc3nagplvbetz6f74zyy 201 41 homogeneous homogeneous JJ work_w42xlvpc3nagplvbetz6f74zyy 201 42 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 201 43 across across IN work_w42xlvpc3nagplvbetz6f74zyy 201 44 training training NN work_w42xlvpc3nagplvbetz6f74zyy 201 45 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 201 46 ; ; , work_w42xlvpc3nagplvbetz6f74zyy 201 47 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 48 c c NN work_w42xlvpc3nagplvbetz6f74zyy 201 49 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 50 comparison comparison NN work_w42xlvpc3nagplvbetz6f74zyy 201 51 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 52 the the DT work_w42xlvpc3nagplvbetz6f74zyy 201 53 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 201 54 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 201 55 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 56 Jozefowicz Jozefowicz NNP work_w42xlvpc3nagplvbetz6f74zyy 201 57 et et FW work_w42xlvpc3nagplvbetz6f74zyy 201 58 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 201 59 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 201 60 , , , work_w42xlvpc3nagplvbetz6f74zyy 201 61 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 201 62 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 63 to to IN work_w42xlvpc3nagplvbetz6f74zyy 201 64 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 201 65 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 201 66 and and CC work_w42xlvpc3nagplvbetz6f74zyy 201 67 one one CD work_w42xlvpc3nagplvbetz6f74zyy 201 68 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 69 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 201 70 supervised supervised JJ work_w42xlvpc3nagplvbetz6f74zyy 201 71 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 201 72 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 201 73 systems system NNS work_w42xlvpc3nagplvbetz6f74zyy 201 74 , , , work_w42xlvpc3nagplvbetz6f74zyy 201 75 on on IN work_w42xlvpc3nagplvbetz6f74zyy 201 76 a a DT work_w42xlvpc3nagplvbetz6f74zyy 201 77 sample sample NN work_w42xlvpc3nagplvbetz6f74zyy 201 78 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 79 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 201 80 ; ; , work_w42xlvpc3nagplvbetz6f74zyy 201 81 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 82 d d NN work_w42xlvpc3nagplvbetz6f74zyy 201 83 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 84 number number NN work_w42xlvpc3nagplvbetz6f74zyy 201 85 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 201 86 : : : work_w42xlvpc3nagplvbetz6f74zyy 201 87 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 201 88 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 89 count count NN work_w42xlvpc3nagplvbetz6f74zyy 201 90 of of IN work_w42xlvpc3nagplvbetz6f74zyy 201 91 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 201 92 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 201 93 SRNs srn NNS work_w42xlvpc3nagplvbetz6f74zyy 201 94 with with IN work_w42xlvpc3nagplvbetz6f74zyy 201 95 standard standard JJ work_w42xlvpc3nagplvbetz6f74zyy 201 96 training training NN work_w42xlvpc3nagplvbetz6f74zyy 201 97 or or CC work_w42xlvpc3nagplvbetz6f74zyy 201 98 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 201 99 with with IN work_w42xlvpc3nagplvbetz6f74zyy 201 100 targeted target VBN work_w42xlvpc3nagplvbetz6f74zyy 201 101 training training NN work_w42xlvpc3nagplvbetz6f74zyy 201 102 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 201 103 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 201 104 e e LS work_w42xlvpc3nagplvbetz6f74zyy 201 105 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 201 106 number number NN work_w42xlvpc3nagplvbetz6f74zyy 201 107 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 201 108 : : : work_w42xlvpc3nagplvbetz6f74zyy 201 109 difference difference NN work_w42xlvpc3nagplvbetz6f74zyy 201 110 in in IN work_w42xlvpc3nagplvbetz6f74zyy 201 111 error error NN work_w42xlvpc3nagplvbetz6f74zyy 201 112 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 201 113 between between IN work_w42xlvpc3nagplvbetz6f74zyy 201 114 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 201 115 and and CC work_w42xlvpc3nagplvbetz6f74zyy 201 116 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 201 117 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 201 118 across across IN work_w42xlvpc3nagplvbetz6f74zyy 201 119 RNN RNN NNP work_w42xlvpc3nagplvbetz6f74zyy 201 120 cell cell NN work_w42xlvpc3nagplvbetz6f74zyy 201 121 types type NNS work_w42xlvpc3nagplvbetz6f74zyy 201 122 . . . work_w42xlvpc3nagplvbetz6f74zyy 202 1 Error error NN work_w42xlvpc3nagplvbetz6f74zyy 202 2 bars bar NNS work_w42xlvpc3nagplvbetz6f74zyy 202 3 represent represent VBP work_w42xlvpc3nagplvbetz6f74zyy 202 4 binomial binomial JJ work_w42xlvpc3nagplvbetz6f74zyy 202 5 95 95 CD work_w42xlvpc3nagplvbetz6f74zyy 202 6 % % NN work_w42xlvpc3nagplvbetz6f74zyy 202 7 confidence confidence NN work_w42xlvpc3nagplvbetz6f74zyy 202 8 intervals interval NNS work_w42xlvpc3nagplvbetz6f74zyy 202 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 203 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 203 2 worst bad JJS work_w42xlvpc3nagplvbetz6f74zyy 203 3 performer performer NN work_w42xlvpc3nagplvbetz6f74zyy 203 4 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 203 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 203 6 language language NN work_w42xlvpc3nagplvbetz6f74zyy 203 7 model model NN work_w42xlvpc3nagplvbetz6f74zyy 203 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 204 1 It -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 204 2 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 204 3 eight eight CD work_w42xlvpc3nagplvbetz6f74zyy 204 4 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 204 5 as as IN work_w42xlvpc3nagplvbetz6f74zyy 204 6 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 204 7 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 204 8 as as IN work_w42xlvpc3nagplvbetz6f74zyy 204 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 204 10 original original JJ work_w42xlvpc3nagplvbetz6f74zyy 204 11 num- num- NNP work_w42xlvpc3nagplvbetz6f74zyy 204 12 ber ber NNP work_w42xlvpc3nagplvbetz6f74zyy 204 13 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 204 14 network network NN work_w42xlvpc3nagplvbetz6f74zyy 204 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 204 16 6.78 6.78 CD work_w42xlvpc3nagplvbetz6f74zyy 204 17 % % NN work_w42xlvpc3nagplvbetz6f74zyy 204 18 compared compare VBN work_w42xlvpc3nagplvbetz6f74zyy 204 19 to to IN work_w42xlvpc3nagplvbetz6f74zyy 204 20 0.83 0.83 CD work_w42xlvpc3nagplvbetz6f74zyy 204 21 % % NN work_w42xlvpc3nagplvbetz6f74zyy 204 22 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 204 23 , , , work_w42xlvpc3nagplvbetz6f74zyy 204 24 and and CC work_w42xlvpc3nagplvbetz6f74zyy 204 25 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 204 26 substantially substantially RB work_w42xlvpc3nagplvbetz6f74zyy 204 27 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 204 28 than than IN work_w42xlvpc3nagplvbetz6f74zyy 204 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 204 30 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 204 31 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 204 32 only only RB work_w42xlvpc3nagplvbetz6f74zyy 204 33 base- base- NN work_w42xlvpc3nagplvbetz6f74zyy 204 34 lines line NNS work_w42xlvpc3nagplvbetz6f74zyy 204 35 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 204 36 though though IN work_w42xlvpc3nagplvbetz6f74zyy 204 37 recall recall VB work_w42xlvpc3nagplvbetz6f74zyy 204 38 that that IN work_w42xlvpc3nagplvbetz6f74zyy 204 39 the the DT work_w42xlvpc3nagplvbetz6f74zyy 204 40 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 204 41 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 204 42 only only RB work_w42xlvpc3nagplvbetz6f74zyy 204 43 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 204 44 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 204 45 still still RB work_w42xlvpc3nagplvbetz6f74zyy 204 46 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 204 47 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 204 48 to to TO work_w42xlvpc3nagplvbetz6f74zyy 204 49 predict predict VB work_w42xlvpc3nagplvbetz6f74zyy 204 50 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 204 51 number number NN work_w42xlvpc3nagplvbetz6f74zyy 204 52 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 204 53 . . . work_w42xlvpc3nagplvbetz6f74zyy 205 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 205 2 differences difference NNS work_w42xlvpc3nagplvbetz6f74zyy 205 3 across across IN work_w42xlvpc3nagplvbetz6f74zyy 205 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 205 5 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 205 6 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 205 7 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 205 8 strik- strik- JJ work_w42xlvpc3nagplvbetz6f74zyy 205 9 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 205 10 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 205 11 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 205 12 focus focus VBP work_w42xlvpc3nagplvbetz6f74zyy 205 13 on on IN work_w42xlvpc3nagplvbetz6f74zyy 205 14 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 205 15 with with IN work_w42xlvpc3nagplvbetz6f74zyy 205 16 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 205 17 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 205 18 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 205 19 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 205 20 4b 4b NNP work_w42xlvpc3nagplvbetz6f74zyy 205 21 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 205 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 206 1 Here here RB work_w42xlvpc3nagplvbetz6f74zyy 206 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 206 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 206 4 language language NN work_w42xlvpc3nagplvbetz6f74zyy 206 5 model model NN work_w42xlvpc3nagplvbetz6f74zyy 206 6 does do VBZ work_w42xlvpc3nagplvbetz6f74zyy 206 7 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 206 8 than than IN work_w42xlvpc3nagplvbetz6f74zyy 206 9 chance chance NN work_w42xlvpc3nagplvbetz6f74zyy 206 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 206 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 206 12 most most RBS work_w42xlvpc3nagplvbetz6f74zyy 206 13 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 206 14 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 206 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 206 16 and and CC work_w42xlvpc3nagplvbetz6f74zyy 206 17 only only RB work_w42xlvpc3nagplvbetz6f74zyy 206 18 slightly slightly RB work_w42xlvpc3nagplvbetz6f74zyy 206 19 better well JJR work_w42xlvpc3nagplvbetz6f74zyy 206 20 than than IN work_w42xlvpc3nagplvbetz6f74zyy 206 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 206 22 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 206 23 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 206 24 only only RB work_w42xlvpc3nagplvbetz6f74zyy 206 25 baselines baseline NNS work_w42xlvpc3nagplvbetz6f74zyy 206 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 207 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 207 2 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 207 3 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 207 4 than than IN work_w42xlvpc3nagplvbetz6f74zyy 207 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 207 6 chance chance NN work_w42xlvpc3nagplvbetz6f74zyy 207 7 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 207 8 suggests suggest VBZ work_w42xlvpc3nagplvbetz6f74zyy 207 9 that that IN work_w42xlvpc3nagplvbetz6f74zyy 207 10 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 207 11 actively actively RB work_w42xlvpc3nagplvbetz6f74zyy 207 12 confuse confuse VBP work_w42xlvpc3nagplvbetz6f74zyy 207 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 207 14 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 207 15 rather rather RB work_w42xlvpc3nagplvbetz6f74zyy 207 16 than than IN work_w42xlvpc3nagplvbetz6f74zyy 207 17 cause cause VB work_w42xlvpc3nagplvbetz6f74zyy 207 18 them -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 207 19 to to TO work_w42xlvpc3nagplvbetz6f74zyy 207 20 make make VB work_w42xlvpc3nagplvbetz6f74zyy 207 21 a a DT work_w42xlvpc3nagplvbetz6f74zyy 207 22 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 207 23 decision decision NN work_w42xlvpc3nagplvbetz6f74zyy 207 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 208 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 208 2 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 208 3 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 208 4 degrade degrade VBP work_w42xlvpc3nagplvbetz6f74zyy 208 5 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 208 6 gracefully gracefully RB work_w42xlvpc3nagplvbetz6f74zyy 208 7 with with IN work_w42xlvpc3nagplvbetz6f74zyy 208 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 208 9 number number NN work_w42xlvpc3nagplvbetz6f74zyy 208 10 of of IN work_w42xlvpc3nagplvbetz6f74zyy 208 11 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 208 12 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 208 13 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 208 14 overall overall RB work_w42xlvpc3nagplvbetz6f74zyy 208 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 208 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 208 17 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 208 18 judgment judgment NN work_w42xlvpc3nagplvbetz6f74zyy 208 19 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 208 20 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 208 21 somewhat somewhat RB work_w42xlvpc3nagplvbetz6f74zyy 208 22 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 208 23 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 208 24 than than IN work_w42xlvpc3nagplvbetz6f74zyy 208 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 208 26 number number NN work_w42xlvpc3nagplvbetz6f74zyy 208 27 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 208 28 and and CC work_w42xlvpc3nagplvbetz6f74zyy 208 29 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 208 30 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 208 31 ones one NNS work_w42xlvpc3nagplvbetz6f74zyy 208 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 209 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 209 2 summary summary NN work_w42xlvpc3nagplvbetz6f74zyy 209 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 209 4 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 209 5 conclude conclude VBP work_w42xlvpc3nagplvbetz6f74zyy 209 6 that that IN work_w42xlvpc3nagplvbetz6f74zyy 209 7 while while IN work_w42xlvpc3nagplvbetz6f74zyy 209 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 209 9 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 209 10 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 209 11 capa- capa- FW work_w42xlvpc3nagplvbetz6f74zyy 209 12 ble ble NN work_w42xlvpc3nagplvbetz6f74zyy 209 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 209 14 learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 209 15 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 209 16 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 209 17 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 209 18 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 209 19 dependen- dependen- XX work_w42xlvpc3nagplvbetz6f74zyy 209 20 cies cie NNS work_w42xlvpc3nagplvbetz6f74zyy 209 21 under under IN work_w42xlvpc3nagplvbetz6f74zyy 209 22 various various JJ work_w42xlvpc3nagplvbetz6f74zyy 209 23 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 209 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 209 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 209 26 language language NN work_w42xlvpc3nagplvbetz6f74zyy 209 27 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 209 28 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 209 29 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 209 30 alone alone RB work_w42xlvpc3nagplvbetz6f74zyy 209 31 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 209 32 not not RB work_w42xlvpc3nagplvbetz6f74zyy 209 33 sufficient sufficient JJ work_w42xlvpc3nagplvbetz6f74zyy 209 34 for for IN work_w42xlvpc3nagplvbetz6f74zyy 209 35 learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 209 36 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 209 37 de- de- NN work_w42xlvpc3nagplvbetz6f74zyy 209 38 pendencies pendencie NNS work_w42xlvpc3nagplvbetz6f74zyy 209 39 , , , work_w42xlvpc3nagplvbetz6f74zyy 209 40 and and CC work_w42xlvpc3nagplvbetz6f74zyy 209 41 a a DT work_w42xlvpc3nagplvbetz6f74zyy 209 42 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 209 43 direct direct JJ work_w42xlvpc3nagplvbetz6f74zyy 209 44 form form NN work_w42xlvpc3nagplvbetz6f74zyy 209 45 of of IN work_w42xlvpc3nagplvbetz6f74zyy 209 46 training training NN work_w42xlvpc3nagplvbetz6f74zyy 209 47 signal signal NN work_w42xlvpc3nagplvbetz6f74zyy 209 48 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 209 49 required require VBN work_w42xlvpc3nagplvbetz6f74zyy 209 50 . . . work_w42xlvpc3nagplvbetz6f74zyy 210 1 Comparison comparison NN work_w42xlvpc3nagplvbetz6f74zyy 210 2 to to IN work_w42xlvpc3nagplvbetz6f74zyy 210 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 210 4 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 210 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 210 6 scale scale NN work_w42xlvpc3nagplvbetz6f74zyy 210 7 language language NN work_w42xlvpc3nagplvbetz6f74zyy 210 8 model model NN work_w42xlvpc3nagplvbetz6f74zyy 210 9 : : : work_w42xlvpc3nagplvbetz6f74zyy 210 10 One one CD work_w42xlvpc3nagplvbetz6f74zyy 210 11 objection objection NN work_w42xlvpc3nagplvbetz6f74zyy 210 12 to to IN work_w42xlvpc3nagplvbetz6f74zyy 210 13 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 210 14 language language NN work_w42xlvpc3nagplvbetz6f74zyy 210 15 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 210 16 result result NN work_w42xlvpc3nagplvbetz6f74zyy 210 17 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 210 18 that that IN work_w42xlvpc3nagplvbetz6f74zyy 210 19 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 210 20 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 210 21 faced face VBD work_w42xlvpc3nagplvbetz6f74zyy 210 22 a a DT work_w42xlvpc3nagplvbetz6f74zyy 210 23 much much RB work_w42xlvpc3nagplvbetz6f74zyy 210 24 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 210 25 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 210 26 than than IN work_w42xlvpc3nagplvbetz6f74zyy 210 27 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 210 28 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 210 29 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 210 30 — — : work_w42xlvpc3nagplvbetz6f74zyy 210 31 predicting predict VBG work_w42xlvpc3nagplvbetz6f74zyy 210 32 a a DT work_w42xlvpc3nagplvbetz6f74zyy 210 33 distribution distribution NN work_w42xlvpc3nagplvbetz6f74zyy 210 34 over over IN work_w42xlvpc3nagplvbetz6f74zyy 210 35 10,000 10,000 CD work_w42xlvpc3nagplvbetz6f74zyy 210 36 vocabulary vocabulary NN work_w42xlvpc3nagplvbetz6f74zyy 210 37 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 210 38 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 210 39 certainly certainly RB work_w42xlvpc3nagplvbetz6f74zyy 210 40 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 210 41 than than IN work_w42xlvpc3nagplvbetz6f74zyy 210 42 bi- bi- JJ work_w42xlvpc3nagplvbetz6f74zyy 210 43 nary nary JJ work_w42xlvpc3nagplvbetz6f74zyy 210 44 classification classification NN work_w42xlvpc3nagplvbetz6f74zyy 210 45 — — : work_w42xlvpc3nagplvbetz6f74zyy 210 46 but but CC work_w42xlvpc3nagplvbetz6f74zyy 210 47 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 210 48 equipped equip VBN work_w42xlvpc3nagplvbetz6f74zyy 210 49 with with IN work_w42xlvpc3nagplvbetz6f74zyy 210 50 the the DT work_w42xlvpc3nagplvbetz6f74zyy 210 51 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 210 52 capacity capacity NN work_w42xlvpc3nagplvbetz6f74zyy 210 53 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 210 54 50-dimensional 50-dimensional CD work_w42xlvpc3nagplvbetz6f74zyy 210 55 hidden hide VBN work_w42xlvpc3nagplvbetz6f74zyy 210 56 state state NN work_w42xlvpc3nagplvbetz6f74zyy 210 57 and and CC work_w42xlvpc3nagplvbetz6f74zyy 210 58 word word NN work_w42xlvpc3nagplvbetz6f74zyy 210 59 vec- vec- NN work_w42xlvpc3nagplvbetz6f74zyy 210 60 tors tor NNS work_w42xlvpc3nagplvbetz6f74zyy 210 61 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 210 62 . . . work_w42xlvpc3nagplvbetz6f74zyy 211 1 Would Would MD work_w42xlvpc3nagplvbetz6f74zyy 211 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 211 3 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 211 4 gap gap NN work_w42xlvpc3nagplvbetz6f74zyy 211 5 between between IN work_w42xlvpc3nagplvbetz6f74zyy 211 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 211 7 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 211 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 211 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 211 10 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 211 11 supervised supervise VBN work_w42xlvpc3nagplvbetz6f74zyy 211 12 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 211 13 close close RB work_w42xlvpc3nagplvbetz6f74zyy 211 14 if if IN work_w42xlvpc3nagplvbetz6f74zyy 211 15 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 211 16 in- in- RB work_w42xlvpc3nagplvbetz6f74zyy 211 17 creased crease VBD work_w42xlvpc3nagplvbetz6f74zyy 211 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 211 19 capacity capacity NN work_w42xlvpc3nagplvbetz6f74zyy 211 20 of of IN work_w42xlvpc3nagplvbetz6f74zyy 211 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 211 22 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 211 23 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 212 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 212 2 address address VBP work_w42xlvpc3nagplvbetz6f74zyy 212 3 this this DT work_w42xlvpc3nagplvbetz6f74zyy 212 4 question question NN work_w42xlvpc3nagplvbetz6f74zyy 212 5 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 212 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 212 7 very very RB work_w42xlvpc3nagplvbetz6f74zyy 212 8 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 212 9 pub- pub- NN work_w42xlvpc3nagplvbetz6f74zyy 212 10 licly licly NN work_w42xlvpc3nagplvbetz6f74zyy 212 11 available available JJ work_w42xlvpc3nagplvbetz6f74zyy 212 12 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 212 13 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 212 14 Jozefowicz Jozefowicz NNP work_w42xlvpc3nagplvbetz6f74zyy 212 15 et et FW work_w42xlvpc3nagplvbetz6f74zyy 212 16 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 212 17 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 212 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 212 19 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 212 20 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 212 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 212 22 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 212 23 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 212 24 refer refer VBP work_w42xlvpc3nagplvbetz6f74zyy 212 25 to to IN work_w42xlvpc3nagplvbetz6f74zyy 212 26 as as IN work_w42xlvpc3nagplvbetz6f74zyy 212 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 212 28 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 212 29 LM.12 LM.12 NNP work_w42xlvpc3nagplvbetz6f74zyy 212 30 The the DT work_w42xlvpc3nagplvbetz6f74zyy 212 31 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 212 32 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 212 33 rep- rep- NN work_w42xlvpc3nagplvbetz6f74zyy 212 34 resents resent VBZ work_w42xlvpc3nagplvbetz6f74zyy 212 35 the the DT work_w42xlvpc3nagplvbetz6f74zyy 212 36 current current JJ work_w42xlvpc3nagplvbetz6f74zyy 212 37 state state NN work_w42xlvpc3nagplvbetz6f74zyy 212 38 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 212 39 of of IN work_w42xlvpc3nagplvbetz6f74zyy 212 40 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 212 41 the the DT work_w42xlvpc3nagplvbetz6f74zyy 212 42 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 212 43 art art NN work_w42xlvpc3nagplvbetz6f74zyy 212 44 in in IN work_w42xlvpc3nagplvbetz6f74zyy 212 45 language language NN work_w42xlvpc3nagplvbetz6f74zyy 212 46 mod- mod- NN work_w42xlvpc3nagplvbetz6f74zyy 212 47 eling eling NN work_w42xlvpc3nagplvbetz6f74zyy 212 48 : : : work_w42xlvpc3nagplvbetz6f74zyy 212 49 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 212 50 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 212 51 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 212 52 on on IN work_w42xlvpc3nagplvbetz6f74zyy 212 53 a a DT work_w42xlvpc3nagplvbetz6f74zyy 212 54 billion billion CD work_w42xlvpc3nagplvbetz6f74zyy 212 55 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 212 56 word word NN work_w42xlvpc3nagplvbetz6f74zyy 212 57 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 212 58 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 212 59 Chelba Chelba NNP work_w42xlvpc3nagplvbetz6f74zyy 212 60 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 212 61 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 212 62 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 212 63 , , , work_w42xlvpc3nagplvbetz6f74zyy 212 64 2013 2013 CD work_w42xlvpc3nagplvbetz6f74zyy 212 65 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 212 66 , , , work_w42xlvpc3nagplvbetz6f74zyy 212 67 with with IN work_w42xlvpc3nagplvbetz6f74zyy 212 68 a a DT work_w42xlvpc3nagplvbetz6f74zyy 212 69 vocabulary vocabulary NN work_w42xlvpc3nagplvbetz6f74zyy 212 70 of of IN work_w42xlvpc3nagplvbetz6f74zyy 212 71 800,000 800,000 CD work_w42xlvpc3nagplvbetz6f74zyy 212 72 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 212 73 . . . work_w42xlvpc3nagplvbetz6f74zyy 213 1 It -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 213 2 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 213 3 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 213 4 on on IN work_w42xlvpc3nagplvbetz6f74zyy 213 5 a a DT work_w42xlvpc3nagplvbetz6f74zyy 213 6 two two CD work_w42xlvpc3nagplvbetz6f74zyy 213 7 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 213 8 layer layer NN work_w42xlvpc3nagplvbetz6f74zyy 213 9 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 213 10 with with IN work_w42xlvpc3nagplvbetz6f74zyy 213 11 8192 8192 CD work_w42xlvpc3nagplvbetz6f74zyy 213 12 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 213 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 213 14 each each DT work_w42xlvpc3nagplvbetz6f74zyy 213 15 layer layer NN work_w42xlvpc3nagplvbetz6f74zyy 213 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 213 17 or or CC work_w42xlvpc3nagplvbetz6f74zyy 213 18 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 213 19 than than IN work_w42xlvpc3nagplvbetz6f74zyy 213 20 300 300 CD work_w42xlvpc3nagplvbetz6f74zyy 213 21 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 213 22 as as IN work_w42xlvpc3nagplvbetz6f74zyy 213 23 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 213 24 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 213 25 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 213 26 https://github.com/tensorflow/models/ https://github.com/tensorflow/models/ NNP work_w42xlvpc3nagplvbetz6f74zyy 213 27 tree tree NN work_w42xlvpc3nagplvbetz6f74zyy 213 28 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 213 29 master master NNP work_w42xlvpc3nagplvbetz6f74zyy 213 30 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 213 31 lm_1b lm_1b NNP work_w42xlvpc3nagplvbetz6f74zyy 213 32 529 529 CD work_w42xlvpc3nagplvbetz6f74zyy 213 33 as as IN work_w42xlvpc3nagplvbetz6f74zyy 213 34 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 213 35 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 213 36 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 213 37 at at IN work_w42xlvpc3nagplvbetz6f74zyy 213 38 1.04 1.04 CD work_w42xlvpc3nagplvbetz6f74zyy 213 39 billion billion CD work_w42xlvpc3nagplvbetz6f74zyy 213 40 parameters parameter NNS work_w42xlvpc3nagplvbetz6f74zyy 213 41 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 213 42 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 213 43 almost almost RB work_w42xlvpc3nagplvbetz6f74zyy 213 44 2000 2000 CD work_w42xlvpc3nagplvbetz6f74zyy 213 45 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 213 46 as as IN work_w42xlvpc3nagplvbetz6f74zyy 213 47 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 213 48 parameters parameter NNS work_w42xlvpc3nagplvbetz6f74zyy 213 49 . . . work_w42xlvpc3nagplvbetz6f74zyy 214 1 It -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 214 2 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 214 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 214 4 fine fine RB work_w42xlvpc3nagplvbetz6f74zyy 214 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 214 6 tuned tune VBN work_w42xlvpc3nagplvbetz6f74zyy 214 7 language language NN work_w42xlvpc3nagplvbetz6f74zyy 214 8 model model NN work_w42xlvpc3nagplvbetz6f74zyy 214 9 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 214 10 achieves achieve VBZ work_w42xlvpc3nagplvbetz6f74zyy 214 11 impressive impressive JJ work_w42xlvpc3nagplvbetz6f74zyy 214 12 perplexity perplexity NN work_w42xlvpc3nagplvbetz6f74zyy 214 13 scores score NNS work_w42xlvpc3nagplvbetz6f74zyy 214 14 on on IN work_w42xlvpc3nagplvbetz6f74zyy 214 15 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 214 16 benchmarks benchmark NNS work_w42xlvpc3nagplvbetz6f74zyy 214 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 214 18 requires require VBZ work_w42xlvpc3nagplvbetz6f74zyy 214 19 a a DT work_w42xlvpc3nagplvbetz6f74zyy 214 20 massive massive JJ work_w42xlvpc3nagplvbetz6f74zyy 214 21 infrastructure infrastructure NN work_w42xlvpc3nagplvbetz6f74zyy 214 22 for for IN work_w42xlvpc3nagplvbetz6f74zyy 214 23 training training NN work_w42xlvpc3nagplvbetz6f74zyy 214 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 214 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 214 26 pushes push VBZ work_w42xlvpc3nagplvbetz6f74zyy 214 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 214 28 boundaries boundary NNS work_w42xlvpc3nagplvbetz6f74zyy 214 29 of of IN work_w42xlvpc3nagplvbetz6f74zyy 214 30 what what WP work_w42xlvpc3nagplvbetz6f74zyy 214 31 ’s ’ VBZ work_w42xlvpc3nagplvbetz6f74zyy 214 32 feasible feasible JJ work_w42xlvpc3nagplvbetz6f74zyy 214 33 with with IN work_w42xlvpc3nagplvbetz6f74zyy 214 34 current current JJ work_w42xlvpc3nagplvbetz6f74zyy 214 35 hardware hardware NN work_w42xlvpc3nagplvbetz6f74zyy 214 36 . . . work_w42xlvpc3nagplvbetz6f74zyy 215 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 215 2 tested test VBD work_w42xlvpc3nagplvbetz6f74zyy 215 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 215 4 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 215 5 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 215 6 with with IN work_w42xlvpc3nagplvbetz6f74zyy 215 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 215 8 methodology methodology NN work_w42xlvpc3nagplvbetz6f74zyy 215 9 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 215 10 used use VBD work_w42xlvpc3nagplvbetz6f74zyy 215 11 to to TO work_w42xlvpc3nagplvbetz6f74zyy 215 12 test test VB work_w42xlvpc3nagplvbetz6f74zyy 215 13 ours.13 ours.13 NNP work_w42xlvpc3nagplvbetz6f74zyy 215 14 Due due IN work_w42xlvpc3nagplvbetz6f74zyy 215 15 to to IN work_w42xlvpc3nagplvbetz6f74zyy 215 16 computational computational JJ work_w42xlvpc3nagplvbetz6f74zyy 215 17 resource resource NN work_w42xlvpc3nagplvbetz6f74zyy 215 18 limitations limitation NNS work_w42xlvpc3nagplvbetz6f74zyy 215 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 215 20 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 215 21 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 215 22 not not RB work_w42xlvpc3nagplvbetz6f74zyy 215 23 evaluate evaluate VB work_w42xlvpc3nagplvbetz6f74zyy 215 24 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 215 25 on on IN work_w42xlvpc3nagplvbetz6f74zyy 215 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 215 27 entire entire JJ work_w42xlvpc3nagplvbetz6f74zyy 215 28 test test NN work_w42xlvpc3nagplvbetz6f74zyy 215 29 set set NN work_w42xlvpc3nagplvbetz6f74zyy 215 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 215 31 but but CC work_w42xlvpc3nagplvbetz6f74zyy 215 32 sampled sample VBD work_w42xlvpc3nagplvbetz6f74zyy 215 33 a a DT work_w42xlvpc3nagplvbetz6f74zyy 215 34 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 215 35 selection selection NN work_w42xlvpc3nagplvbetz6f74zyy 215 36 of of IN work_w42xlvpc3nagplvbetz6f74zyy 215 37 500 500 CD work_w42xlvpc3nagplvbetz6f74zyy 215 38 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 215 39 for for IN work_w42xlvpc3nagplvbetz6f74zyy 215 40 each each DT work_w42xlvpc3nagplvbetz6f74zyy 215 41 count count NN work_w42xlvpc3nagplvbetz6f74zyy 215 42 of of IN work_w42xlvpc3nagplvbetz6f74zyy 215 43 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 215 44 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 215 45 testing test VBG work_w42xlvpc3nagplvbetz6f74zyy 215 46 a a DT work_w42xlvpc3nagplvbetz6f74zyy 215 47 single single JJ work_w42xlvpc3nagplvbetz6f74zyy 215 48 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 215 49 under under IN work_w42xlvpc3nagplvbetz6f74zyy 215 50 the the DT work_w42xlvpc3nagplvbetz6f74zyy 215 51 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 215 52 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 215 53 takes take VBZ work_w42xlvpc3nagplvbetz6f74zyy 215 54 around around RB work_w42xlvpc3nagplvbetz6f74zyy 215 55 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 215 56 seconds second NNS work_w42xlvpc3nagplvbetz6f74zyy 215 57 on on IN work_w42xlvpc3nagplvbetz6f74zyy 215 58 average average JJ work_w42xlvpc3nagplvbetz6f74zyy 215 59 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 215 60 . . . work_w42xlvpc3nagplvbetz6f74zyy 216 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 216 2 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 216 3 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 216 4 presented present VBN work_w42xlvpc3nagplvbetz6f74zyy 216 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 216 6 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 216 7 4c 4c NNP work_w42xlvpc3nagplvbetz6f74zyy 216 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 216 9 where where WRB work_w42xlvpc3nagplvbetz6f74zyy 216 10 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 216 11 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 216 12 compared compare VBN work_w42xlvpc3nagplvbetz6f74zyy 216 13 to to IN work_w42xlvpc3nagplvbetz6f74zyy 216 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 216 15 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 216 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 216 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 216 18 supervised supervised JJ work_w42xlvpc3nagplvbetz6f74zyy 216 19 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 216 20 inflection inflection NN work_w42xlvpc3nagplvbetz6f74zyy 216 21 system system NN work_w42xlvpc3nagplvbetz6f74zyy 216 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 217 1 Despite despite IN work_w42xlvpc3nagplvbetz6f74zyy 217 2 having have VBG work_w42xlvpc3nagplvbetz6f74zyy 217 3 an an DT work_w42xlvpc3nagplvbetz6f74zyy 217 4 order order NN work_w42xlvpc3nagplvbetz6f74zyy 217 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 217 6 magnitude magnitude NN work_w42xlvpc3nagplvbetz6f74zyy 217 7 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 217 8 parameters parameter NNS work_w42xlvpc3nagplvbetz6f74zyy 217 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 217 10 significantly significantly RB work_w42xlvpc3nagplvbetz6f74zyy 217 11 larger large JJR work_w42xlvpc3nagplvbetz6f74zyy 217 12 training training NN work_w42xlvpc3nagplvbetz6f74zyy 217 13 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 217 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 217 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 217 16 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 217 17 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 217 18 performed perform VBD work_w42xlvpc3nagplvbetz6f74zyy 217 19 poorly poorly RB work_w42xlvpc3nagplvbetz6f74zyy 217 20 compared compare VBN work_w42xlvpc3nagplvbetz6f74zyy 217 21 to to IN work_w42xlvpc3nagplvbetz6f74zyy 217 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 217 23 supervised supervise VBN work_w42xlvpc3nagplvbetz6f74zyy 217 24 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 217 25 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 217 26 even even RB work_w42xlvpc3nagplvbetz6f74zyy 217 27 a a DT work_w42xlvpc3nagplvbetz6f74zyy 217 28 single single JJ work_w42xlvpc3nagplvbetz6f74zyy 217 29 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 217 30 led lead VBD work_w42xlvpc3nagplvbetz6f74zyy 217 31 to to IN work_w42xlvpc3nagplvbetz6f74zyy 217 32 a a DT work_w42xlvpc3nagplvbetz6f74zyy 217 33 sharp sharp JJ work_w42xlvpc3nagplvbetz6f74zyy 217 34 increase increase NN work_w42xlvpc3nagplvbetz6f74zyy 217 35 in in IN work_w42xlvpc3nagplvbetz6f74zyy 217 36 error error NN work_w42xlvpc3nagplvbetz6f74zyy 217 37 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 217 38 to to IN work_w42xlvpc3nagplvbetz6f74zyy 217 39 28.5 28.5 CD work_w42xlvpc3nagplvbetz6f74zyy 217 40 % % NN work_w42xlvpc3nagplvbetz6f74zyy 217 41 , , , work_w42xlvpc3nagplvbetz6f74zyy 217 42 almost almost RB work_w42xlvpc3nagplvbetz6f74zyy 217 43 as as RB work_w42xlvpc3nagplvbetz6f74zyy 217 44 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 217 45 as as IN work_w42xlvpc3nagplvbetz6f74zyy 217 46 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 217 47 small small JJ work_w42xlvpc3nagplvbetz6f74zyy 217 48 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 217 49 scale scale NN work_w42xlvpc3nagplvbetz6f74zyy 217 50 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 217 51 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 217 52 32.6 32.6 CD work_w42xlvpc3nagplvbetz6f74zyy 217 53 % % NN work_w42xlvpc3nagplvbetz6f74zyy 217 54 on on IN work_w42xlvpc3nagplvbetz6f74zyy 217 55 the the DT work_w42xlvpc3nagplvbetz6f74zyy 217 56 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 217 57 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 217 58 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 217 59 . . . work_w42xlvpc3nagplvbetz6f74zyy 218 1 While while IN work_w42xlvpc3nagplvbetz6f74zyy 218 2 additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 218 3 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 218 4 caused cause VBD work_w42xlvpc3nagplvbetz6f74zyy 218 5 milder milder NN work_w42xlvpc3nagplvbetz6f74zyy 218 6 degradation degradation NN work_w42xlvpc3nagplvbetz6f74zyy 218 7 than than IN work_w42xlvpc3nagplvbetz6f74zyy 218 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 218 9 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 218 10 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 218 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 218 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 218 13 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 218 14 of of IN work_w42xlvpc3nagplvbetz6f74zyy 218 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 218 16 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 218 17 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 218 18 on on IN work_w42xlvpc3nagplvbetz6f74zyy 218 19 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 218 20 with with IN work_w42xlvpc3nagplvbetz6f74zyy 218 21 four four CD work_w42xlvpc3nagplvbetz6f74zyy 218 22 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 218 23 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 218 24 still still RB work_w42xlvpc3nagplvbetz6f74zyy 218 25 worse bad JJR work_w42xlvpc3nagplvbetz6f74zyy 218 26 than than IN work_w42xlvpc3nagplvbetz6f74zyy 218 27 always always RB work_w42xlvpc3nagplvbetz6f74zyy 218 28 guessing guess VBG work_w42xlvpc3nagplvbetz6f74zyy 218 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 218 30 majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 218 31 class class NN work_w42xlvpc3nagplvbetz6f74zyy 218 32 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 218 33 SINGULAR SINGULAR NNP work_w42xlvpc3nagplvbetz6f74zyy 218 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 218 35 . . . work_w42xlvpc3nagplvbetz6f74zyy 219 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 219 2 summary summary NN work_w42xlvpc3nagplvbetz6f74zyy 219 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 219 4 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 219 5 experiments experiment NNS work_w42xlvpc3nagplvbetz6f74zyy 219 6 with with IN work_w42xlvpc3nagplvbetz6f74zyy 219 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 8 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 219 9 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 219 10 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 219 11 not not RB work_w42xlvpc3nagplvbetz6f74zyy 219 12 change change VB work_w42xlvpc3nagplvbetz6f74zyy 219 13 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 219 14 conclusions conclusion NNS work_w42xlvpc3nagplvbetz6f74zyy 219 15 : : : work_w42xlvpc3nagplvbetz6f74zyy 219 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 17 contrast contrast NN work_w42xlvpc3nagplvbetz6f74zyy 219 18 between between IN work_w42xlvpc3nagplvbetz6f74zyy 219 19 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 20 poor poor JJ work_w42xlvpc3nagplvbetz6f74zyy 219 21 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 219 22 of of IN work_w42xlvpc3nagplvbetz6f74zyy 219 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 24 LMs lm NNS work_w42xlvpc3nagplvbetz6f74zyy 219 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 219 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 27 strong strong JJ work_w42xlvpc3nagplvbetz6f74zyy 219 28 per- per- NN work_w42xlvpc3nagplvbetz6f74zyy 219 29 formance formance NN work_w42xlvpc3nagplvbetz6f74zyy 219 30 of of IN work_w42xlvpc3nagplvbetz6f74zyy 219 31 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 32 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 219 33 supervised supervise VBN work_w42xlvpc3nagplvbetz6f74zyy 219 34 objectives objective NNS work_w42xlvpc3nagplvbetz6f74zyy 219 35 sug- sug- IN work_w42xlvpc3nagplvbetz6f74zyy 219 36 gests gest NNS work_w42xlvpc3nagplvbetz6f74zyy 219 37 that that IN work_w42xlvpc3nagplvbetz6f74zyy 219 38 direct direct JJ work_w42xlvpc3nagplvbetz6f74zyy 219 39 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 219 40 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 219 41 a a DT work_w42xlvpc3nagplvbetz6f74zyy 219 42 dramatic dramatic JJ work_w42xlvpc3nagplvbetz6f74zyy 219 43 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 219 44 on on IN work_w42xlvpc3nagplvbetz6f74zyy 219 45 the the DT work_w42xlvpc3nagplvbetz6f74zyy 219 46 model model NN work_w42xlvpc3nagplvbetz6f74zyy 219 47 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 219 48 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 219 49 to to TO work_w42xlvpc3nagplvbetz6f74zyy 219 50 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 219 51 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 219 52 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 219 53 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 219 54 de- de- NN work_w42xlvpc3nagplvbetz6f74zyy 219 55 pendencies pendencie NNS work_w42xlvpc3nagplvbetz6f74zyy 219 56 . . . work_w42xlvpc3nagplvbetz6f74zyy 220 1 Given give VBN work_w42xlvpc3nagplvbetz6f74zyy 220 2 that that IN work_w42xlvpc3nagplvbetz6f74zyy 220 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 220 4 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 220 5 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 220 6 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 220 7 already already RB work_w42xlvpc3nagplvbetz6f74zyy 220 8 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 220 9 on on IN work_w42xlvpc3nagplvbetz6f74zyy 220 10 several several JJ work_w42xlvpc3nagplvbetz6f74zyy 220 11 hundred hundred CD work_w42xlvpc3nagplvbetz6f74zyy 220 12 times time NNS work_w42xlvpc3nagplvbetz6f74zyy 220 13 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 220 14 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 220 15 than than IN work_w42xlvpc3nagplvbetz6f74zyy 220 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 220 17 number number NN work_w42xlvpc3nagplvbetz6f74zyy 220 18 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 220 19 system system NN work_w42xlvpc3nagplvbetz6f74zyy 220 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 220 21 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 220 22 appears appear VBZ work_w42xlvpc3nagplvbetz6f74zyy 220 23 unlikely unlikely JJ work_w42xlvpc3nagplvbetz6f74zyy 220 24 that that IN work_w42xlvpc3nagplvbetz6f74zyy 220 25 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 220 26 relatively relatively RB work_w42xlvpc3nagplvbetz6f74zyy 220 27 poor poor JJ work_w42xlvpc3nagplvbetz6f74zyy 220 28 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 220 29 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 220 30 due due JJ work_w42xlvpc3nagplvbetz6f74zyy 220 31 to to IN work_w42xlvpc3nagplvbetz6f74zyy 220 32 lack lack NN work_w42xlvpc3nagplvbetz6f74zyy 220 33 of of IN work_w42xlvpc3nagplvbetz6f74zyy 220 34 training training NN work_w42xlvpc3nagplvbetz6f74zyy 220 35 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 220 36 . . . work_w42xlvpc3nagplvbetz6f74zyy 221 1 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 221 2 Additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 221 3 Experiments experiment NNS work_w42xlvpc3nagplvbetz6f74zyy 221 4 Comparison comparison NN work_w42xlvpc3nagplvbetz6f74zyy 221 5 to to IN work_w42xlvpc3nagplvbetz6f74zyy 221 6 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 221 7 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 221 8 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 221 9 : : : work_w42xlvpc3nagplvbetz6f74zyy 221 10 How how WRB work_w42xlvpc3nagplvbetz6f74zyy 221 11 much much JJ work_w42xlvpc3nagplvbetz6f74zyy 221 12 of of IN work_w42xlvpc3nagplvbetz6f74zyy 221 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 221 14 success success NN work_w42xlvpc3nagplvbetz6f74zyy 221 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 221 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 221 17 network network NN work_w42xlvpc3nagplvbetz6f74zyy 221 18 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 221 19 due due JJ work_w42xlvpc3nagplvbetz6f74zyy 221 20 to to IN work_w42xlvpc3nagplvbetz6f74zyy 221 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 221 22 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 221 23 cells cell NNS work_w42xlvpc3nagplvbetz6f74zyy 221 24 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 222 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 222 2 repeated repeat VBD work_w42xlvpc3nagplvbetz6f74zyy 222 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 222 4 number number NN work_w42xlvpc3nagplvbetz6f74zyy 222 5 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 222 6 experiment experiment NN work_w42xlvpc3nagplvbetz6f74zyy 222 7 with with IN work_w42xlvpc3nagplvbetz6f74zyy 222 8 a a DT work_w42xlvpc3nagplvbetz6f74zyy 222 9 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 222 10 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 222 11 network network NN work_w42xlvpc3nagplvbetz6f74zyy 222 12 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 222 13 SRN srn NN work_w42xlvpc3nagplvbetz6f74zyy 222 14 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 222 15 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 222 16 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 222 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 222 18 1990 1990 CD work_w42xlvpc3nagplvbetz6f74zyy 222 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 222 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 222 21 with with IN work_w42xlvpc3nagplvbetz6f74zyy 222 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 222 23 same same JJ work_w42xlvpc3nagplvbetz6f74zyy 222 24 number number NN work_w42xlvpc3nagplvbetz6f74zyy 222 25 of of IN work_w42xlvpc3nagplvbetz6f74zyy 222 26 hidden hide VBN work_w42xlvpc3nagplvbetz6f74zyy 222 27 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 222 28 . . . work_w42xlvpc3nagplvbetz6f74zyy 223 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 223 2 SRN SRN NNP work_w42xlvpc3nagplvbetz6f74zyy 223 3 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 223 4 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 223 5 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 223 6 inferior inferior JJ work_w42xlvpc3nagplvbetz6f74zyy 223 7 to to IN work_w42xlvpc3nagplvbetz6f74zyy 223 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 223 9 13One 13one CD work_w42xlvpc3nagplvbetz6f74zyy 223 10 technical technical JJ work_w42xlvpc3nagplvbetz6f74zyy 223 11 exception exception NN work_w42xlvpc3nagplvbetz6f74zyy 223 12 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 223 13 that that IN work_w42xlvpc3nagplvbetz6f74zyy 223 14 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 223 15 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 223 16 not not RB work_w42xlvpc3nagplvbetz6f74zyy 223 17 replace replace VB work_w42xlvpc3nagplvbetz6f74zyy 223 18 low- low- NN work_w42xlvpc3nagplvbetz6f74zyy 223 19 frequency frequency NN work_w42xlvpc3nagplvbetz6f74zyy 223 20 words word NNS work_w42xlvpc3nagplvbetz6f74zyy 223 21 with with IN work_w42xlvpc3nagplvbetz6f74zyy 223 22 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 223 23 part part JJ work_w42xlvpc3nagplvbetz6f74zyy 223 24 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 223 25 of of IN work_w42xlvpc3nagplvbetz6f74zyy 223 26 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 223 27 speech speech NN work_w42xlvpc3nagplvbetz6f74zyy 223 28 , , , work_w42xlvpc3nagplvbetz6f74zyy 223 29 since since IN work_w42xlvpc3nagplvbetz6f74zyy 223 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 223 31 Google Google NNP work_w42xlvpc3nagplvbetz6f74zyy 223 32 LM LM NNP work_w42xlvpc3nagplvbetz6f74zyy 223 33 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 223 34 a a DT work_w42xlvpc3nagplvbetz6f74zyy 223 35 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 223 36 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 223 37 vocabulary vocabulary NN work_w42xlvpc3nagplvbetz6f74zyy 223 38 language language NN work_w42xlvpc3nagplvbetz6f74zyy 223 39 model model NN work_w42xlvpc3nagplvbetz6f74zyy 223 40 , , , work_w42xlvpc3nagplvbetz6f74zyy 223 41 and and CC work_w42xlvpc3nagplvbetz6f74zyy 223 42 does do VBZ work_w42xlvpc3nagplvbetz6f74zyy 223 43 not not RB work_w42xlvpc3nagplvbetz6f74zyy 223 44 have have VB work_w42xlvpc3nagplvbetz6f74zyy 223 45 parts part NNS work_w42xlvpc3nagplvbetz6f74zyy 223 46 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 223 47 of of IN work_w42xlvpc3nagplvbetz6f74zyy 223 48 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 223 49 speech speech NN work_w42xlvpc3nagplvbetz6f74zyy 223 50 as as IN work_w42xlvpc3nagplvbetz6f74zyy 223 51 part part NN work_w42xlvpc3nagplvbetz6f74zyy 223 52 of of IN work_w42xlvpc3nagplvbetz6f74zyy 223 53 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 223 54 vocabulary vocabulary NN work_w42xlvpc3nagplvbetz6f74zyy 223 55 . . . work_w42xlvpc3nagplvbetz6f74zyy 224 1 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 224 2 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 224 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 224 4 but but CC work_w42xlvpc3nagplvbetz6f74zyy 224 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 224 6 average average JJ work_w42xlvpc3nagplvbetz6f74zyy 224 7 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 224 8 for for IN work_w42xlvpc3nagplvbetz6f74zyy 224 9 a a DT work_w42xlvpc3nagplvbetz6f74zyy 224 10 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 224 11 number number NN work_w42xlvpc3nagplvbetz6f74zyy 224 12 of of IN work_w42xlvpc3nagplvbetz6f74zyy 224 13 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 224 14 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 224 15 does do VBZ work_w42xlvpc3nagplvbetz6f74zyy 224 16 not not RB work_w42xlvpc3nagplvbetz6f74zyy 224 17 suggest suggest VB work_w42xlvpc3nagplvbetz6f74zyy 224 18 a a DT work_w42xlvpc3nagplvbetz6f74zyy 224 19 qualitative qualitative JJ work_w42xlvpc3nagplvbetz6f74zyy 224 20 difference difference NN work_w42xlvpc3nagplvbetz6f74zyy 224 21 between between IN work_w42xlvpc3nagplvbetz6f74zyy 224 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 224 23 cell cell NN work_w42xlvpc3nagplvbetz6f74zyy 224 24 types type NNS work_w42xlvpc3nagplvbetz6f74zyy 224 25 : : : work_w42xlvpc3nagplvbetz6f74zyy 224 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 224 27 SRN SRN NNP work_w42xlvpc3nagplvbetz6f74zyy 224 28 makes make VBZ work_w42xlvpc3nagplvbetz6f74zyy 224 29 about about RB work_w42xlvpc3nagplvbetz6f74zyy 224 30 twice twice PDT work_w42xlvpc3nagplvbetz6f74zyy 224 31 as as RB work_w42xlvpc3nagplvbetz6f74zyy 224 32 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 224 33 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 224 34 as as IN work_w42xlvpc3nagplvbetz6f74zyy 224 35 the the DT work_w42xlvpc3nagplvbetz6f74zyy 224 36 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 224 37 across across IN work_w42xlvpc3nagplvbetz6f74zyy 224 38 the the DT work_w42xlvpc3nagplvbetz6f74zyy 224 39 board board NN work_w42xlvpc3nagplvbetz6f74zyy 224 40 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 224 41 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 224 42 4d 4d NNP work_w42xlvpc3nagplvbetz6f74zyy 224 43 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 224 44 . . . work_w42xlvpc3nagplvbetz6f74zyy 225 1 Training train VBG work_w42xlvpc3nagplvbetz6f74zyy 225 2 only only RB work_w42xlvpc3nagplvbetz6f74zyy 225 3 on on IN work_w42xlvpc3nagplvbetz6f74zyy 225 4 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 225 5 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 225 6 : : : work_w42xlvpc3nagplvbetz6f74zyy 225 7 Only only RB work_w42xlvpc3nagplvbetz6f74zyy 225 8 a a DT work_w42xlvpc3nagplvbetz6f74zyy 225 9 small small JJ work_w42xlvpc3nagplvbetz6f74zyy 225 10 proportion proportion NN work_w42xlvpc3nagplvbetz6f74zyy 225 11 of of IN work_w42xlvpc3nagplvbetz6f74zyy 225 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 225 13 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 225 14 in in IN work_w42xlvpc3nagplvbetz6f74zyy 225 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 225 16 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 225 17 had have VBD work_w42xlvpc3nagplvbetz6f74zyy 225 18 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 225 19 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 225 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 225 21 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 225 22 2e 2e CD work_w42xlvpc3nagplvbetz6f74zyy 225 23 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 225 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 226 1 Would Would MD work_w42xlvpc3nagplvbetz6f74zyy 226 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 226 3 network network NN work_w42xlvpc3nagplvbetz6f74zyy 226 4 generalize generalize VB work_w42xlvpc3nagplvbetz6f74zyy 226 5 better well JJR work_w42xlvpc3nagplvbetz6f74zyy 226 6 if if IN work_w42xlvpc3nagplvbetz6f74zyy 226 7 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 226 8 with with IN work_w42xlvpc3nagplvbetz6f74zyy 226 9 in- in- JJ work_w42xlvpc3nagplvbetz6f74zyy 226 10 tervening tervene VBG work_w42xlvpc3nagplvbetz6f74zyy 226 11 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 226 12 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 226 13 emphasized emphasize VBN work_w42xlvpc3nagplvbetz6f74zyy 226 14 during during IN work_w42xlvpc3nagplvbetz6f74zyy 226 15 training training NN work_w42xlvpc3nagplvbetz6f74zyy 226 16 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 227 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 227 2 repeated repeat VBD work_w42xlvpc3nagplvbetz6f74zyy 227 3 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 227 4 number number NN work_w42xlvpc3nagplvbetz6f74zyy 227 5 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 227 6 experiment experiment NN work_w42xlvpc3nagplvbetz6f74zyy 227 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 227 8 this this DT work_w42xlvpc3nagplvbetz6f74zyy 227 9 time time NN work_w42xlvpc3nagplvbetz6f74zyy 227 10 training train VBG work_w42xlvpc3nagplvbetz6f74zyy 227 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 227 12 model model NN work_w42xlvpc3nagplvbetz6f74zyy 227 13 only only RB work_w42xlvpc3nagplvbetz6f74zyy 227 14 on on IN work_w42xlvpc3nagplvbetz6f74zyy 227 15 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 227 16 with with IN work_w42xlvpc3nagplvbetz6f74zyy 227 17 at at RB work_w42xlvpc3nagplvbetz6f74zyy 227 18 least least RBS work_w42xlvpc3nagplvbetz6f74zyy 227 19 one one CD work_w42xlvpc3nagplvbetz6f74zyy 227 20 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 227 21 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 227 22 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 227 23 of of IN work_w42xlvpc3nagplvbetz6f74zyy 227 24 any any DT work_w42xlvpc3nagplvbetz6f74zyy 227 25 number number NN work_w42xlvpc3nagplvbetz6f74zyy 227 26 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 227 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 228 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 228 2 doubled double VBD work_w42xlvpc3nagplvbetz6f74zyy 228 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 228 4 proportion proportion NN work_w42xlvpc3nagplvbetz6f74zyy 228 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 228 6 training training NN work_w42xlvpc3nagplvbetz6f74zyy 228 7 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 228 8 to to IN work_w42xlvpc3nagplvbetz6f74zyy 228 9 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 228 10 % % NN work_w42xlvpc3nagplvbetz6f74zyy 228 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 228 12 since since IN work_w42xlvpc3nagplvbetz6f74zyy 228 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 228 14 total total JJ work_w42xlvpc3nagplvbetz6f74zyy 228 15 size size NN work_w42xlvpc3nagplvbetz6f74zyy 228 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 228 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 228 18 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 228 19 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 228 20 smaller small JJR work_w42xlvpc3nagplvbetz6f74zyy 228 21 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 228 22 226 226 CD work_w42xlvpc3nagplvbetz6f74zyy 228 23 K K NNP work_w42xlvpc3nagplvbetz6f74zyy 228 24 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 228 25 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 228 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 229 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 229 2 training training NN work_w42xlvpc3nagplvbetz6f74zyy 229 3 regime regime NN work_w42xlvpc3nagplvbetz6f74zyy 229 4 resulted result VBD work_w42xlvpc3nagplvbetz6f74zyy 229 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 229 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 229 7 27 27 CD work_w42xlvpc3nagplvbetz6f74zyy 229 8 % % NN work_w42xlvpc3nagplvbetz6f74zyy 229 9 decrease decrease NN work_w42xlvpc3nagplvbetz6f74zyy 229 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 229 11 error error NN work_w42xlvpc3nagplvbetz6f74zyy 229 12 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 229 13 on on IN work_w42xlvpc3nagplvbetz6f74zyy 229 14 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 229 15 with with IN work_w42xlvpc3nagplvbetz6f74zyy 229 16 exactly exactly RB work_w42xlvpc3nagplvbetz6f74zyy 229 17 one one CD work_w42xlvpc3nagplvbetz6f74zyy 229 18 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 229 19 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 229 20 from from IN work_w42xlvpc3nagplvbetz6f74zyy 229 21 4.1 4.1 CD work_w42xlvpc3nagplvbetz6f74zyy 229 22 % % NN work_w42xlvpc3nagplvbetz6f74zyy 229 23 to to IN work_w42xlvpc3nagplvbetz6f74zyy 229 24 3.0 3.0 CD work_w42xlvpc3nagplvbetz6f74zyy 229 25 % % NN work_w42xlvpc3nagplvbetz6f74zyy 229 26 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 229 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 230 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 230 2 decrease decrease NN work_w42xlvpc3nagplvbetz6f74zyy 230 3 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 230 4 statistically statistically RB work_w42xlvpc3nagplvbetz6f74zyy 230 5 sig- sig- RB work_w42xlvpc3nagplvbetz6f74zyy 230 6 nificant nificant JJ work_w42xlvpc3nagplvbetz6f74zyy 230 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 230 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 230 9 encouraging encouraging JJ work_w42xlvpc3nagplvbetz6f74zyy 230 10 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 230 11 that that IN work_w42xlvpc3nagplvbetz6f74zyy 230 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 230 13 total total JJ work_w42xlvpc3nagplvbetz6f74zyy 230 14 number number NN work_w42xlvpc3nagplvbetz6f74zyy 230 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 230 16 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 230 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 230 18 training training NN work_w42xlvpc3nagplvbetz6f74zyy 230 19 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 230 20 much much RB work_w42xlvpc3nagplvbetz6f74zyy 230 21 lower low JJR work_w42xlvpc3nagplvbetz6f74zyy 230 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 230 23 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 230 24 complicates complicate VBZ work_w42xlvpc3nagplvbetz6f74zyy 230 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 230 26 learning learning NN work_w42xlvpc3nagplvbetz6f74zyy 230 27 of of IN work_w42xlvpc3nagplvbetz6f74zyy 230 28 word word NN work_w42xlvpc3nagplvbetz6f74zyy 230 29 embeddings embedding NNS work_w42xlvpc3nagplvbetz6f74zyy 230 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 231 1 Error error NN work_w42xlvpc3nagplvbetz6f74zyy 231 2 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 231 3 mildly mildly RB work_w42xlvpc3nagplvbetz6f74zyy 231 4 decreased decrease VBD work_w42xlvpc3nagplvbetz6f74zyy 231 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 231 6 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 231 7 with with IN work_w42xlvpc3nagplvbetz6f74zyy 231 8 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 231 9 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 231 10 as as RB work_w42xlvpc3nagplvbetz6f74zyy 231 11 well well RB work_w42xlvpc3nagplvbetz6f74zyy 231 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 231 13 suggesting suggest VBG work_w42xlvpc3nagplvbetz6f74zyy 231 14 some some DT work_w42xlvpc3nagplvbetz6f74zyy 231 15 generalization generalization NN work_w42xlvpc3nagplvbetz6f74zyy 231 16 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 231 17 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 231 18 4d 4d NNP work_w42xlvpc3nagplvbetz6f74zyy 231 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 231 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 232 1 Surprisingly surprisingly RB work_w42xlvpc3nagplvbetz6f74zyy 232 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 232 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 232 4 similar similar JJ work_w42xlvpc3nagplvbetz6f74zyy 232 5 experiment experiment NN work_w42xlvpc3nagplvbetz6f74zyy 232 6 us- us- XX work_w42xlvpc3nagplvbetz6f74zyy 232 7 ing e VBG work_w42xlvpc3nagplvbetz6f74zyy 232 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 232 9 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 232 10 judgment judgment NN work_w42xlvpc3nagplvbetz6f74zyy 232 11 task task NN work_w42xlvpc3nagplvbetz6f74zyy 232 12 led lead VBD work_w42xlvpc3nagplvbetz6f74zyy 232 13 to to IN work_w42xlvpc3nagplvbetz6f74zyy 232 14 a a DT work_w42xlvpc3nagplvbetz6f74zyy 232 15 slight slight JJ work_w42xlvpc3nagplvbetz6f74zyy 232 16 increase increase NN work_w42xlvpc3nagplvbetz6f74zyy 232 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 232 18 error error NN work_w42xlvpc3nagplvbetz6f74zyy 232 19 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 232 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 233 1 While while IN work_w42xlvpc3nagplvbetz6f74zyy 233 2 tentative tentative JJ work_w42xlvpc3nagplvbetz6f74zyy 233 3 at at IN work_w42xlvpc3nagplvbetz6f74zyy 233 4 this this DT work_w42xlvpc3nagplvbetz6f74zyy 233 5 point point NN work_w42xlvpc3nagplvbetz6f74zyy 233 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 233 7 these these DT work_w42xlvpc3nagplvbetz6f74zyy 233 8 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 233 9 suggest suggest VBP work_w42xlvpc3nagplvbetz6f74zyy 233 10 that that IN work_w42xlvpc3nagplvbetz6f74zyy 233 11 oversampling oversample VBG work_w42xlvpc3nagplvbetz6f74zyy 233 12 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 233 13 train- train- NN work_w42xlvpc3nagplvbetz6f74zyy 233 14 ing ing NN work_w42xlvpc3nagplvbetz6f74zyy 233 15 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 233 16 may may MD work_w42xlvpc3nagplvbetz6f74zyy 233 17 be be VB work_w42xlvpc3nagplvbetz6f74zyy 233 18 beneficial beneficial JJ work_w42xlvpc3nagplvbetz6f74zyy 233 19 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 233 20 a a DT work_w42xlvpc3nagplvbetz6f74zyy 233 21 curriculum curriculum NN work_w42xlvpc3nagplvbetz6f74zyy 233 22 progressing progress VBG work_w42xlvpc3nagplvbetz6f74zyy 233 23 from from IN work_w42xlvpc3nagplvbetz6f74zyy 233 24 easier easy JJR work_w42xlvpc3nagplvbetz6f74zyy 233 25 to to IN work_w42xlvpc3nagplvbetz6f74zyy 233 26 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 233 27 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 233 28 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 233 29 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 233 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 233 31 1993 1993 CD work_w42xlvpc3nagplvbetz6f74zyy 233 32 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 233 33 may may MD work_w42xlvpc3nagplvbetz6f74zyy 233 34 provide provide VB work_w42xlvpc3nagplvbetz6f74zyy 233 35 additional additional JJ work_w42xlvpc3nagplvbetz6f74zyy 233 36 gains gain NNS work_w42xlvpc3nagplvbetz6f74zyy 233 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 234 1 7 7 CD work_w42xlvpc3nagplvbetz6f74zyy 234 2 Error Error NNP work_w42xlvpc3nagplvbetz6f74zyy 234 3 Analysis Analysis NNP work_w42xlvpc3nagplvbetz6f74zyy 234 4 Singular Singular NNP work_w42xlvpc3nagplvbetz6f74zyy 234 5 vs. vs. IN work_w42xlvpc3nagplvbetz6f74zyy 234 6 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 234 7 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 234 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 234 9 Most Most JJS work_w42xlvpc3nagplvbetz6f74zyy 234 10 of of IN work_w42xlvpc3nagplvbetz6f74zyy 234 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 234 12 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 234 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 234 14 English English NNP work_w42xlvpc3nagplvbetz6f74zyy 234 15 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 234 16 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 234 17 : : : work_w42xlvpc3nagplvbetz6f74zyy 234 18 in in IN work_w42xlvpc3nagplvbetz6f74zyy 234 19 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 234 20 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 234 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 234 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 234 23 fraction fraction NN work_w42xlvpc3nagplvbetz6f74zyy 234 24 of of IN work_w42xlvpc3nagplvbetz6f74zyy 234 25 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 234 26 subjects subject NNS work_w42xlvpc3nagplvbetz6f74zyy 234 27 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 234 28 68 68 CD work_w42xlvpc3nagplvbetz6f74zyy 234 29 % % NN work_w42xlvpc3nagplvbetz6f74zyy 234 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 235 1 Agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 235 2 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 235 3 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 235 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 235 5 humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 235 6 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 235 7 much much RB work_w42xlvpc3nagplvbetz6f74zyy 235 8 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 235 9 common common JJ work_w42xlvpc3nagplvbetz6f74zyy 235 10 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 235 11 the the DT work_w42xlvpc3nagplvbetz6f74zyy 235 12 attractor attractor NN work_w42xlvpc3nagplvbetz6f74zyy 235 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 235 14 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 235 15 than than IN work_w42xlvpc3nagplvbetz6f74zyy 235 16 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 235 17 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 235 18 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 235 19 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 235 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 235 21 Bock Bock NNP work_w42xlvpc3nagplvbetz6f74zyy 235 22 and and CC work_w42xlvpc3nagplvbetz6f74zyy 235 23 Miller Miller NNP work_w42xlvpc3nagplvbetz6f74zyy 235 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 235 25 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 235 26 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 235 27 Eberhard Eberhard NNP work_w42xlvpc3nagplvbetz6f74zyy 235 28 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 235 29 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 235 30 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 235 31 , , , work_w42xlvpc3nagplvbetz6f74zyy 235 32 2005 2005 CD work_w42xlvpc3nagplvbetz6f74zyy 235 33 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 235 34 . . . work_w42xlvpc3nagplvbetz6f74zyy 236 1 Do do VBP work_w42xlvpc3nagplvbetz6f74zyy 236 2 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 236 3 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 236 4 ’ ' '' work_w42xlvpc3nagplvbetz6f74zyy 236 5 error error NN work_w42xlvpc3nagplvbetz6f74zyy 236 6 rates rate NNS work_w42xlvpc3nagplvbetz6f74zyy 236 7 depend depend VBP work_w42xlvpc3nagplvbetz6f74zyy 236 8 on on IN work_w42xlvpc3nagplvbetz6f74zyy 236 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 236 10 number number NN work_w42xlvpc3nagplvbetz6f74zyy 236 11 of of IN work_w42xlvpc3nagplvbetz6f74zyy 236 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 236 13 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 236 14 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 237 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 237 2 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 237 3 2b 2b NNP work_w42xlvpc3nagplvbetz6f74zyy 237 4 shows show NNS work_w42xlvpc3nagplvbetz6f74zyy 237 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 237 6 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 237 7 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 237 8 number number NN work_w42xlvpc3nagplvbetz6f74zyy 237 9 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 237 10 model model NN work_w42xlvpc3nagplvbetz6f74zyy 237 11 makes make VBZ work_w42xlvpc3nagplvbetz6f74zyy 237 12 somewhat somewhat RB work_w42xlvpc3nagplvbetz6f74zyy 237 13 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 237 14 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 237 15 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 237 16 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 237 17 with with IN work_w42xlvpc3nagplvbetz6f74zyy 237 18 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 237 19 than than IN work_w42xlvpc3nagplvbetz6f74zyy 237 20 with with IN work_w42xlvpc3nagplvbetz6f74zyy 237 21 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 237 22 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 237 23 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 237 24 the the DT work_w42xlvpc3nagplvbetz6f74zyy 237 25 difference difference NN work_w42xlvpc3nagplvbetz6f74zyy 237 26 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 237 27 statistically statistically RB work_w42xlvpc3nagplvbetz6f74zyy 237 28 significant significant JJ work_w42xlvpc3nagplvbetz6f74zyy 237 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 237 30 but but CC work_w42xlvpc3nagplvbetz6f74zyy 237 31 the the DT work_w42xlvpc3nagplvbetz6f74zyy 237 32 asymme- asymme- NN work_w42xlvpc3nagplvbetz6f74zyy 237 33 try try NN work_w42xlvpc3nagplvbetz6f74zyy 237 34 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 237 35 much much RB work_w42xlvpc3nagplvbetz6f74zyy 237 36 less less RBR work_w42xlvpc3nagplvbetz6f74zyy 237 37 pronounced pronounced JJ work_w42xlvpc3nagplvbetz6f74zyy 237 38 than than IN work_w42xlvpc3nagplvbetz6f74zyy 237 39 in in IN work_w42xlvpc3nagplvbetz6f74zyy 237 40 humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 237 41 . . . work_w42xlvpc3nagplvbetz6f74zyy 238 1 Inter- Inter- NNP work_w42xlvpc3nagplvbetz6f74zyy 238 2 estingly estingly RB work_w42xlvpc3nagplvbetz6f74zyy 238 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 238 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 238 5 SRN SRN NNP work_w42xlvpc3nagplvbetz6f74zyy 238 6 version version NN work_w42xlvpc3nagplvbetz6f74zyy 238 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 238 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 238 9 model model NN work_w42xlvpc3nagplvbetz6f74zyy 238 10 does do VBZ work_w42xlvpc3nagplvbetz6f74zyy 238 11 show show VB work_w42xlvpc3nagplvbetz6f74zyy 238 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 238 13 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 238 14 asymmetry asymmetry NN work_w42xlvpc3nagplvbetz6f74zyy 238 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 238 16 especially especially RB work_w42xlvpc3nagplvbetz6f74zyy 238 17 as as IN work_w42xlvpc3nagplvbetz6f74zyy 238 18 the the DT work_w42xlvpc3nagplvbetz6f74zyy 238 19 count count NN work_w42xlvpc3nagplvbetz6f74zyy 238 20 of of IN work_w42xlvpc3nagplvbetz6f74zyy 238 21 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 238 22 530 530 CD work_w42xlvpc3nagplvbetz6f74zyy 238 23 increases increase NNS work_w42xlvpc3nagplvbetz6f74zyy 238 24 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 238 25 with with IN work_w42xlvpc3nagplvbetz6f74zyy 238 26 four four CD work_w42xlvpc3nagplvbetz6f74zyy 238 27 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 238 28 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 238 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 238 30 error error NN work_w42xlvpc3nagplvbetz6f74zyy 238 31 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 238 32 reaches reach VBZ work_w42xlvpc3nagplvbetz6f74zyy 238 33 60 60 CD work_w42xlvpc3nagplvbetz6f74zyy 238 34 % % NN work_w42xlvpc3nagplvbetz6f74zyy 238 35 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 238 36 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 238 37 4e 4e NNP work_w42xlvpc3nagplvbetz6f74zyy 238 38 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 238 39 . . . work_w42xlvpc3nagplvbetz6f74zyy 239 1 Qualitative qualitative JJ work_w42xlvpc3nagplvbetz6f74zyy 239 2 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 239 3 : : : work_w42xlvpc3nagplvbetz6f74zyy 239 4 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 239 5 manually manually RB work_w42xlvpc3nagplvbetz6f74zyy 239 6 examined examine VBD work_w42xlvpc3nagplvbetz6f74zyy 239 7 a a DT work_w42xlvpc3nagplvbetz6f74zyy 239 8 sample sample NN work_w42xlvpc3nagplvbetz6f74zyy 239 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 239 10 200 200 CD work_w42xlvpc3nagplvbetz6f74zyy 239 11 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 239 12 in in IN work_w42xlvpc3nagplvbetz6f74zyy 239 13 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 239 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 239 15 majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 239 16 of of IN work_w42xlvpc3nagplvbetz6f74zyy 239 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 239 18 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 239 19 runs run NNS work_w42xlvpc3nagplvbetz6f74zyy 239 20 of of IN work_w42xlvpc3nagplvbetz6f74zyy 239 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 239 22 number number NN work_w42xlvpc3nagplvbetz6f74zyy 239 23 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 239 24 network network NN work_w42xlvpc3nagplvbetz6f74zyy 239 25 made make VBD work_w42xlvpc3nagplvbetz6f74zyy 239 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 239 27 wrong wrong JJ work_w42xlvpc3nagplvbetz6f74zyy 239 28 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 239 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 240 1 There there EX work_w42xlvpc3nagplvbetz6f74zyy 240 2 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 240 3 only only RB work_w42xlvpc3nagplvbetz6f74zyy 240 4 8890 8890 CD work_w42xlvpc3nagplvbetz6f74zyy 240 5 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 240 6 depen- depen- JJ work_w42xlvpc3nagplvbetz6f74zyy 240 7 dencies dencie NNS work_w42xlvpc3nagplvbetz6f74zyy 240 8 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 240 9 about about RB work_w42xlvpc3nagplvbetz6f74zyy 240 10 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 240 11 % % NN work_w42xlvpc3nagplvbetz6f74zyy 240 12 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 240 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 241 1 Many many JJ work_w42xlvpc3nagplvbetz6f74zyy 241 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 241 3 those those DT work_w42xlvpc3nagplvbetz6f74zyy 241 4 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 241 5 straight- straight- NN work_w42xlvpc3nagplvbetz6f74zyy 241 6 forward forward JJ work_w42xlvpc3nagplvbetz6f74zyy 241 7 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 241 8 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 241 9 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 241 10 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 241 11 others other NNS work_w42xlvpc3nagplvbetz6f74zyy 241 12 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 241 13 dif- dif- RB work_w42xlvpc3nagplvbetz6f74zyy 241 14 ficult ficult NN work_w42xlvpc3nagplvbetz6f74zyy 241 15 to to TO work_w42xlvpc3nagplvbetz6f74zyy 241 16 interpret interpret VB work_w42xlvpc3nagplvbetz6f74zyy 241 17 . . . work_w42xlvpc3nagplvbetz6f74zyy 242 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 242 2 mention mention VBP work_w42xlvpc3nagplvbetz6f74zyy 242 3 here here RB work_w42xlvpc3nagplvbetz6f74zyy 242 4 three three CD work_w42xlvpc3nagplvbetz6f74zyy 242 5 classes class NNS work_w42xlvpc3nagplvbetz6f74zyy 242 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 242 7 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 242 8 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 242 9 can can MD work_w42xlvpc3nagplvbetz6f74zyy 242 10 motivate motivate VB work_w42xlvpc3nagplvbetz6f74zyy 242 11 future future JJ work_w42xlvpc3nagplvbetz6f74zyy 242 12 experiments experiment NNS work_w42xlvpc3nagplvbetz6f74zyy 242 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 243 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 243 2 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 243 3 often often RB work_w42xlvpc3nagplvbetz6f74zyy 243 4 misidentified misidentifie VBD work_w42xlvpc3nagplvbetz6f74zyy 243 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 243 6 heads head NNS work_w42xlvpc3nagplvbetz6f74zyy 243 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 243 8 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 243 9 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 243 10 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 243 11 compounds compound NNS work_w42xlvpc3nagplvbetz6f74zyy 243 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 244 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 244 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 244 3 17 17 CD work_w42xlvpc3nagplvbetz6f74zyy 244 4 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 244 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 244 6 for for IN work_w42xlvpc3nagplvbetz6f74zyy 244 7 example example NN work_w42xlvpc3nagplvbetz6f74zyy 244 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 244 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 244 10 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 244 11 predict predict VBP work_w42xlvpc3nagplvbetz6f74zyy 244 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 244 13 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 244 14 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 244 15 even even RB work_w42xlvpc3nagplvbetz6f74zyy 244 16 though though IN work_w42xlvpc3nagplvbetz6f74zyy 244 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 244 18 num- num- NNP work_w42xlvpc3nagplvbetz6f74zyy 244 19 ber ber NN work_w42xlvpc3nagplvbetz6f74zyy 244 20 of of IN work_w42xlvpc3nagplvbetz6f74zyy 244 21 the the DT work_w42xlvpc3nagplvbetz6f74zyy 244 22 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 244 23 conservation conservation NN work_w42xlvpc3nagplvbetz6f74zyy 244 24 refugees refugee NNS work_w42xlvpc3nagplvbetz6f74zyy 244 25 should should MD work_w42xlvpc3nagplvbetz6f74zyy 244 26 be be VB work_w42xlvpc3nagplvbetz6f74zyy 244 27 determined determine VBN work_w42xlvpc3nagplvbetz6f74zyy 244 28 by by IN work_w42xlvpc3nagplvbetz6f74zyy 244 29 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 244 30 head head NN work_w42xlvpc3nagplvbetz6f74zyy 244 31 refugees refugee NNS work_w42xlvpc3nagplvbetz6f74zyy 244 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 245 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 245 2 suggests suggest VBZ work_w42xlvpc3nagplvbetz6f74zyy 245 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 245 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 245 5 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 245 6 did do VBD work_w42xlvpc3nagplvbetz6f74zyy 245 7 n’t not RB work_w42xlvpc3nagplvbetz6f74zyy 245 8 master master VB work_w42xlvpc3nagplvbetz6f74zyy 245 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 245 10 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 245 11 of of IN work_w42xlvpc3nagplvbetz6f74zyy 245 12 English english JJ work_w42xlvpc3nagplvbetz6f74zyy 245 13 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 245 14 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 245 15 noun noun NN work_w42xlvpc3nagplvbetz6f74zyy 245 16 compounds.14 compounds.14 NNP work_w42xlvpc3nagplvbetz6f74zyy 245 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 245 18 17 17 CD work_w42xlvpc3nagplvbetz6f74zyy 245 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 245 20 Conservation conservation NN work_w42xlvpc3nagplvbetz6f74zyy 245 21 refugees refugee NNS work_w42xlvpc3nagplvbetz6f74zyy 245 22 live live VBP work_w42xlvpc3nagplvbetz6f74zyy 245 23 in in IN work_w42xlvpc3nagplvbetz6f74zyy 245 24 a a DT work_w42xlvpc3nagplvbetz6f74zyy 245 25 world world NN work_w42xlvpc3nagplvbetz6f74zyy 245 26 col- col- NN work_w42xlvpc3nagplvbetz6f74zyy 245 27 ored ore VBD work_w42xlvpc3nagplvbetz6f74zyy 245 28 in in IN work_w42xlvpc3nagplvbetz6f74zyy 245 29 shades shade NNS work_w42xlvpc3nagplvbetz6f74zyy 245 30 of of IN work_w42xlvpc3nagplvbetz6f74zyy 245 31 gray gray JJ work_w42xlvpc3nagplvbetz6f74zyy 245 32 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 245 33 limbo limbo NN work_w42xlvpc3nagplvbetz6f74zyy 245 34 . . . work_w42xlvpc3nagplvbetz6f74zyy 246 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 246 2 18 18 CD work_w42xlvpc3nagplvbetz6f74zyy 246 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 246 4 Information information NN work_w42xlvpc3nagplvbetz6f74zyy 246 5 technology technology NN work_w42xlvpc3nagplvbetz6f74zyy 246 6 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 246 7 IT it NN work_w42xlvpc3nagplvbetz6f74zyy 246 8 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 246 9 assets asset NNS work_w42xlvpc3nagplvbetz6f74zyy 246 10 com- com- NN work_w42xlvpc3nagplvbetz6f74zyy 246 11 monly monly RB work_w42xlvpc3nagplvbetz6f74zyy 246 12 hold hold VBP work_w42xlvpc3nagplvbetz6f74zyy 246 13 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 246 14 volumes volume NNS work_w42xlvpc3nagplvbetz6f74zyy 246 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 246 16 confidential confidential JJ work_w42xlvpc3nagplvbetz6f74zyy 246 17 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 246 18 . . . work_w42xlvpc3nagplvbetz6f74zyy 247 1 Some some DT work_w42xlvpc3nagplvbetz6f74zyy 247 2 verbs verb NNS work_w42xlvpc3nagplvbetz6f74zyy 247 3 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 247 4 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 247 5 ambiguous ambiguous JJ work_w42xlvpc3nagplvbetz6f74zyy 247 6 with with IN work_w42xlvpc3nagplvbetz6f74zyy 247 7 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 247 8 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 247 9 seem seem VBP work_w42xlvpc3nagplvbetz6f74zyy 247 10 to to TO work_w42xlvpc3nagplvbetz6f74zyy 247 11 have have VB work_w42xlvpc3nagplvbetz6f74zyy 247 12 been be VBN work_w42xlvpc3nagplvbetz6f74zyy 247 13 misanalyzed misanalyze VBN work_w42xlvpc3nagplvbetz6f74zyy 247 14 as as IN work_w42xlvpc3nagplvbetz6f74zyy 247 15 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 247 16 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 247 17 and and CC work_w42xlvpc3nagplvbetz6f74zyy 247 18 consequently consequently RB work_w42xlvpc3nagplvbetz6f74zyy 247 19 act act VB work_w42xlvpc3nagplvbetz6f74zyy 247 20 as as IN work_w42xlvpc3nagplvbetz6f74zyy 247 21 attractors attractor NNS work_w42xlvpc3nagplvbetz6f74zyy 247 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 248 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 248 2 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 248 3 predicted predict VBD work_w42xlvpc3nagplvbetz6f74zyy 248 4 a a DT work_w42xlvpc3nagplvbetz6f74zyy 248 5 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 248 6 verb verb NN work_w42xlvpc3nagplvbetz6f74zyy 248 7 in in IN work_w42xlvpc3nagplvbetz6f74zyy 248 8 the the DT work_w42xlvpc3nagplvbetz6f74zyy 248 9 following follow VBG work_w42xlvpc3nagplvbetz6f74zyy 248 10 two two CD work_w42xlvpc3nagplvbetz6f74zyy 248 11 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 248 12 even even RB work_w42xlvpc3nagplvbetz6f74zyy 248 13 though though IN work_w42xlvpc3nagplvbetz6f74zyy 248 14 neither neither DT work_w42xlvpc3nagplvbetz6f74zyy 248 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 248 16 them -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 248 17 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 248 18 any any DT work_w42xlvpc3nagplvbetz6f74zyy 248 19 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 248 20 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 248 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 248 22 possibly possibly RB work_w42xlvpc3nagplvbetz6f74zyy 248 23 because because IN work_w42xlvpc3nagplvbetz6f74zyy 248 24 of of IN work_w42xlvpc3nagplvbetz6f74zyy 248 25 the the DT work_w42xlvpc3nagplvbetz6f74zyy 248 26 ambiguous ambiguous JJ work_w42xlvpc3nagplvbetz6f74zyy 248 27 verbs verbs NNP work_w42xlvpc3nagplvbetz6f74zyy 248 28 drives drive NNS work_w42xlvpc3nagplvbetz6f74zyy 248 29 and and CC work_w42xlvpc3nagplvbetz6f74zyy 248 30 lands land NNS work_w42xlvpc3nagplvbetz6f74zyy 248 31 : : : work_w42xlvpc3nagplvbetz6f74zyy 248 32 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 248 33 19 19 LS work_w42xlvpc3nagplvbetz6f74zyy 248 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 248 35 The the DT work_w42xlvpc3nagplvbetz6f74zyy 248 36 ship ship NN work_w42xlvpc3nagplvbetz6f74zyy 248 37 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 248 38 the the DT work_w42xlvpc3nagplvbetz6f74zyy 248 39 player player NN work_w42xlvpc3nagplvbetz6f74zyy 248 40 drives drive VBZ work_w42xlvpc3nagplvbetz6f74zyy 248 41 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 248 42 a a DT work_w42xlvpc3nagplvbetz6f74zyy 248 43 very very RB work_w42xlvpc3nagplvbetz6f74zyy 248 44 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 248 45 speed speed NN work_w42xlvpc3nagplvbetz6f74zyy 248 46 . . . work_w42xlvpc3nagplvbetz6f74zyy 249 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 249 2 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 249 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 249 4 It -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 249 5 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 249 6 also also RB work_w42xlvpc3nagplvbetz6f74zyy 249 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 249 8 be be VB work_w42xlvpc3nagplvbetz6f74zyy 249 9 used use VBN work_w42xlvpc3nagplvbetz6f74zyy 249 10 to to TO work_w42xlvpc3nagplvbetz6f74zyy 249 11 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 249 12 if if IN work_w42xlvpc3nagplvbetz6f74zyy 249 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 249 14 area area NN work_w42xlvpc3nagplvbetz6f74zyy 249 15 where where WRB work_w42xlvpc3nagplvbetz6f74zyy 249 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 249 17 lander lander NN work_w42xlvpc3nagplvbetz6f74zyy 249 18 lands land VBZ work_w42xlvpc3nagplvbetz6f74zyy 249 19 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 249 20 typical typical JJ work_w42xlvpc3nagplvbetz6f74zyy 249 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 249 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 249 23 sur- sur- NN work_w42xlvpc3nagplvbetz6f74zyy 249 24 rounding round VBG work_w42xlvpc3nagplvbetz6f74zyy 249 25 terrain terrain NN work_w42xlvpc3nagplvbetz6f74zyy 249 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 250 1 Other other JJ work_w42xlvpc3nagplvbetz6f74zyy 250 2 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 250 3 appear appear VBP work_w42xlvpc3nagplvbetz6f74zyy 250 4 to to TO work_w42xlvpc3nagplvbetz6f74zyy 250 5 be be VB work_w42xlvpc3nagplvbetz6f74zyy 250 6 due due JJ work_w42xlvpc3nagplvbetz6f74zyy 250 7 to to IN work_w42xlvpc3nagplvbetz6f74zyy 250 8 difficulty difficulty NN work_w42xlvpc3nagplvbetz6f74zyy 250 9 not not RB work_w42xlvpc3nagplvbetz6f74zyy 250 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 250 11 identifying identify VBG work_w42xlvpc3nagplvbetz6f74zyy 250 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 250 13 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 250 14 but but CC work_w42xlvpc3nagplvbetz6f74zyy 250 15 in in IN work_w42xlvpc3nagplvbetz6f74zyy 250 16 determining determine VBG work_w42xlvpc3nagplvbetz6f74zyy 250 17 whether whether IN work_w42xlvpc3nagplvbetz6f74zyy 250 18 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 250 19 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 250 20 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 250 21 or or CC work_w42xlvpc3nagplvbetz6f74zyy 250 22 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 250 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 251 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 251 2 Example Example NNP work_w42xlvpc3nagplvbetz6f74zyy 251 3 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 251 4 22 22 CD work_w42xlvpc3nagplvbetz6f74zyy 251 5 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 251 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 251 7 in in IN work_w42xlvpc3nagplvbetz6f74zyy 251 8 particular particular JJ work_w42xlvpc3nagplvbetz6f74zyy 251 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 251 10 there there EX work_w42xlvpc3nagplvbetz6f74zyy 251 11 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 251 12 very very RB work_w42xlvpc3nagplvbetz6f74zyy 251 13 little little JJ work_w42xlvpc3nagplvbetz6f74zyy 251 14 information information NN work_w42xlvpc3nagplvbetz6f74zyy 251 15 in in IN work_w42xlvpc3nagplvbetz6f74zyy 251 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 17 left left JJ work_w42xlvpc3nagplvbetz6f74zyy 251 18 context context NN work_w42xlvpc3nagplvbetz6f74zyy 251 19 of of IN work_w42xlvpc3nagplvbetz6f74zyy 251 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 21 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 251 22 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 251 23 paragraphs paragraph NNS work_w42xlvpc3nagplvbetz6f74zyy 251 24 suggesting suggest VBG work_w42xlvpc3nagplvbetz6f74zyy 251 25 that that IN work_w42xlvpc3nagplvbetz6f74zyy 251 26 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 27 writer writer NN work_w42xlvpc3nagplvbetz6f74zyy 251 28 considers consider VBZ work_w42xlvpc3nagplvbetz6f74zyy 251 29 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 251 30 to to TO work_w42xlvpc3nagplvbetz6f74zyy 251 31 be be VB work_w42xlvpc3nagplvbetz6f74zyy 251 32 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 251 33 : : : work_w42xlvpc3nagplvbetz6f74zyy 251 34 14The 14the CD work_w42xlvpc3nagplvbetz6f74zyy 251 35 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 251 36 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 251 37 presented present VBN work_w42xlvpc3nagplvbetz6f74zyy 251 38 as as IN work_w42xlvpc3nagplvbetz6f74zyy 251 39 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 251 40 appeared appear VBD work_w42xlvpc3nagplvbetz6f74zyy 251 41 in in IN work_w42xlvpc3nagplvbetz6f74zyy 251 42 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 43 corpus corpus NNP work_w42xlvpc3nagplvbetz6f74zyy 251 44 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 251 45 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 46 predicted predict VBN work_w42xlvpc3nagplvbetz6f74zyy 251 47 number number NN work_w42xlvpc3nagplvbetz6f74zyy 251 48 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 251 49 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 50 opposite opposite NN work_w42xlvpc3nagplvbetz6f74zyy 251 51 of of IN work_w42xlvpc3nagplvbetz6f74zyy 251 52 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 53 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 251 54 one one NN work_w42xlvpc3nagplvbetz6f74zyy 251 55 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 251 56 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 251 57 , , , work_w42xlvpc3nagplvbetz6f74zyy 251 58 singular singular JJ work_w42xlvpc3nagplvbetz6f74zyy 251 59 in in IN work_w42xlvpc3nagplvbetz6f74zyy 251 60 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 251 61 17 17 CD work_w42xlvpc3nagplvbetz6f74zyy 251 62 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 251 63 , , , work_w42xlvpc3nagplvbetz6f74zyy 251 64 where where WRB work_w42xlvpc3nagplvbetz6f74zyy 251 65 the the DT work_w42xlvpc3nagplvbetz6f74zyy 251 66 original original NN work_w42xlvpc3nagplvbetz6f74zyy 251 67 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 251 68 plural plural JJ work_w42xlvpc3nagplvbetz6f74zyy 251 69 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 251 70 . . . work_w42xlvpc3nagplvbetz6f74zyy 252 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 252 2 21 21 LS work_w42xlvpc3nagplvbetz6f74zyy 252 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 252 4 Rabaul Rabaul NNP work_w42xlvpc3nagplvbetz6f74zyy 252 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 252 6 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 252 7 Japanese japanese JJ work_w42xlvpc3nagplvbetz6f74zyy 252 8 aircraft aircraft NN work_w42xlvpc3nagplvbetz6f74zyy 252 9 make make VBP work_w42xlvpc3nagplvbetz6f74zyy 252 10 three three CD work_w42xlvpc3nagplvbetz6f74zyy 252 11 dive dive NN work_w42xlvpc3nagplvbetz6f74zyy 252 12 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 252 13 bombing bombing NN work_w42xlvpc3nagplvbetz6f74zyy 252 14 attacks attack NNS work_w42xlvpc3nagplvbetz6f74zyy 252 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 253 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 253 2 22 22 LS work_w42xlvpc3nagplvbetz6f74zyy 253 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 253 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 253 5 lead lead NN work_w42xlvpc3nagplvbetz6f74zyy 253 6 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 253 7 also also RB work_w42xlvpc3nagplvbetz6f74zyy 253 8 rather rather RB work_w42xlvpc3nagplvbetz6f74zyy 253 9 long long JJ work_w42xlvpc3nagplvbetz6f74zyy 253 10 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 253 11 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 253 12 paragraphs paragraph NNS work_w42xlvpc3nagplvbetz6f74zyy 253 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 253 14 pretty pretty RB work_w42xlvpc3nagplvbetz6f74zyy 253 15 lengthy lengthy JJ work_w42xlvpc3nagplvbetz6f74zyy 253 16 for for IN work_w42xlvpc3nagplvbetz6f74zyy 253 17 a a DT work_w42xlvpc3nagplvbetz6f74zyy 253 18 62 62 CD work_w42xlvpc3nagplvbetz6f74zyy 253 19 kilobyte kilobyte NN work_w42xlvpc3nagplvbetz6f74zyy 253 20 article article NN work_w42xlvpc3nagplvbetz6f74zyy 253 21 . . . work_w42xlvpc3nagplvbetz6f74zyy 254 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 254 2 last last JJ work_w42xlvpc3nagplvbetz6f74zyy 254 3 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 254 4 point point VBP work_w42xlvpc3nagplvbetz6f74zyy 254 5 to to IN work_w42xlvpc3nagplvbetz6f74zyy 254 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 254 7 limitation limitation NN work_w42xlvpc3nagplvbetz6f74zyy 254 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 254 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 254 10 number number NN work_w42xlvpc3nagplvbetz6f74zyy 254 11 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 254 12 task task NN work_w42xlvpc3nagplvbetz6f74zyy 254 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 254 14 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 254 15 jointly jointly RB work_w42xlvpc3nagplvbetz6f74zyy 254 16 evaluates evaluate VBZ work_w42xlvpc3nagplvbetz6f74zyy 254 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 254 18 model model NN work_w42xlvpc3nagplvbetz6f74zyy 254 19 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 254 20 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 254 21 to to TO work_w42xlvpc3nagplvbetz6f74zyy 254 22 identify identify VB work_w42xlvpc3nagplvbetz6f74zyy 254 23 the the DT work_w42xlvpc3nagplvbetz6f74zyy 254 24 subject subject NN work_w42xlvpc3nagplvbetz6f74zyy 254 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 254 26 its -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 254 27 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 254 28 to to TO work_w42xlvpc3nagplvbetz6f74zyy 254 29 assign assign VB work_w42xlvpc3nagplvbetz6f74zyy 254 30 the the DT work_w42xlvpc3nagplvbetz6f74zyy 254 31 correct correct JJ work_w42xlvpc3nagplvbetz6f74zyy 254 32 number number NN work_w42xlvpc3nagplvbetz6f74zyy 254 33 to to IN work_w42xlvpc3nagplvbetz6f74zyy 254 34 noun noun JJ work_w42xlvpc3nagplvbetz6f74zyy 254 35 phrases phrase NNS work_w42xlvpc3nagplvbetz6f74zyy 254 36 . . . work_w42xlvpc3nagplvbetz6f74zyy 255 1 8 8 CD work_w42xlvpc3nagplvbetz6f74zyy 255 2 Related related JJ work_w42xlvpc3nagplvbetz6f74zyy 255 3 Work work NN work_w42xlvpc3nagplvbetz6f74zyy 255 4 The the DT work_w42xlvpc3nagplvbetz6f74zyy 255 5 majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 255 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 255 7 NLP NLP NNP work_w42xlvpc3nagplvbetz6f74zyy 255 8 work work NN work_w42xlvpc3nagplvbetz6f74zyy 255 9 on on IN work_w42xlvpc3nagplvbetz6f74zyy 255 10 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 255 11 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 255 12 eval- eval- NN work_w42xlvpc3nagplvbetz6f74zyy 255 13 uates uate VBZ work_w42xlvpc3nagplvbetz6f74zyy 255 14 them -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 255 15 on on IN work_w42xlvpc3nagplvbetz6f74zyy 255 16 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 255 17 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 255 18 in in IN work_w42xlvpc3nagplvbetz6f74zyy 255 19 a a DT work_w42xlvpc3nagplvbetz6f74zyy 255 20 task task NN work_w42xlvpc3nagplvbetz6f74zyy 255 21 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 255 22 as as IN work_w42xlvpc3nagplvbetz6f74zyy 255 23 language language NN work_w42xlvpc3nagplvbetz6f74zyy 255 24 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 255 25 or or CC work_w42xlvpc3nagplvbetz6f74zyy 255 26 machine machine NN work_w42xlvpc3nagplvbetz6f74zyy 255 27 translation translation NN work_w42xlvpc3nagplvbetz6f74zyy 255 28 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 255 29 Sunder- Sunder- NNP work_w42xlvpc3nagplvbetz6f74zyy 255 30 meyer meyer NN work_w42xlvpc3nagplvbetz6f74zyy 255 31 et et FW work_w42xlvpc3nagplvbetz6f74zyy 255 32 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 255 33 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 255 34 , , , work_w42xlvpc3nagplvbetz6f74zyy 255 35 2012 2012 CD work_w42xlvpc3nagplvbetz6f74zyy 255 36 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 255 37 Bahdanau Bahdanau NNP work_w42xlvpc3nagplvbetz6f74zyy 255 38 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 255 39 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 255 40 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 255 41 , , , work_w42xlvpc3nagplvbetz6f74zyy 255 42 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 255 43 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 255 44 . . . work_w42xlvpc3nagplvbetz6f74zyy 256 1 These these DT work_w42xlvpc3nagplvbetz6f74zyy 256 2 evaluation evaluation NN work_w42xlvpc3nagplvbetz6f74zyy 256 3 setups setup NNS work_w42xlvpc3nagplvbetz6f74zyy 256 4 average average VBP work_w42xlvpc3nagplvbetz6f74zyy 256 5 over over IN work_w42xlvpc3nagplvbetz6f74zyy 256 6 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 256 7 different different JJ work_w42xlvpc3nagplvbetz6f74zyy 256 8 syn- syn- JJ work_w42xlvpc3nagplvbetz6f74zyy 256 9 tactic tactic NN work_w42xlvpc3nagplvbetz6f74zyy 256 10 constructions construction NNS work_w42xlvpc3nagplvbetz6f74zyy 256 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 256 12 making make VBG work_w42xlvpc3nagplvbetz6f74zyy 256 13 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 256 14 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 256 15 to to TO work_w42xlvpc3nagplvbetz6f74zyy 256 16 isolate isolate VB work_w42xlvpc3nagplvbetz6f74zyy 256 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 256 18 network network NN work_w42xlvpc3nagplvbetz6f74zyy 256 19 ’s ’s POS work_w42xlvpc3nagplvbetz6f74zyy 256 20 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 256 21 capabilities capability NNS work_w42xlvpc3nagplvbetz6f74zyy 256 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 257 1 Other other JJ work_w42xlvpc3nagplvbetz6f74zyy 257 2 studies study NNS work_w42xlvpc3nagplvbetz6f74zyy 257 3 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 257 4 tested test VBN work_w42xlvpc3nagplvbetz6f74zyy 257 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 257 6 capabilities capability NNS work_w42xlvpc3nagplvbetz6f74zyy 257 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 257 8 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 257 9 to to TO work_w42xlvpc3nagplvbetz6f74zyy 257 10 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 257 11 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 257 12 artificial artificial JJ work_w42xlvpc3nagplvbetz6f74zyy 257 13 languages language NNS work_w42xlvpc3nagplvbetz6f74zyy 257 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 258 1 Gers Gers NNP work_w42xlvpc3nagplvbetz6f74zyy 258 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 258 3 Schmid- Schmid- NNP work_w42xlvpc3nagplvbetz6f74zyy 258 4 huber huber NNP work_w42xlvpc3nagplvbetz6f74zyy 258 5 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 258 6 2001 2001 CD work_w42xlvpc3nagplvbetz6f74zyy 258 7 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 258 8 showed show VBD work_w42xlvpc3nagplvbetz6f74zyy 258 9 that that IN work_w42xlvpc3nagplvbetz6f74zyy 258 10 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 258 11 can can MD work_w42xlvpc3nagplvbetz6f74zyy 258 12 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 258 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 258 14 context context NN work_w42xlvpc3nagplvbetz6f74zyy 258 15 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 258 16 free free JJ work_w42xlvpc3nagplvbetz6f74zyy 258 17 language language NN work_w42xlvpc3nagplvbetz6f74zyy 258 18 anbn anbn NN work_w42xlvpc3nagplvbetz6f74zyy 258 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 258 20 generalizing generalize VBG work_w42xlvpc3nagplvbetz6f74zyy 258 21 to to IN work_w42xlvpc3nagplvbetz6f74zyy 258 22 ns ns NNP work_w42xlvpc3nagplvbetz6f74zyy 258 23 as as RB work_w42xlvpc3nagplvbetz6f74zyy 258 24 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 258 25 as as IN work_w42xlvpc3nagplvbetz6f74zyy 258 26 1000 1000 CD work_w42xlvpc3nagplvbetz6f74zyy 258 27 even even RB work_w42xlvpc3nagplvbetz6f74zyy 258 28 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 258 29 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 258 30 only only RB work_w42xlvpc3nagplvbetz6f74zyy 258 31 on on IN work_w42xlvpc3nagplvbetz6f74zyy 258 32 n n CC work_w42xlvpc3nagplvbetz6f74zyy 258 33 ∈ ∈ JJ work_w42xlvpc3nagplvbetz6f74zyy 258 34 { { -LRB- work_w42xlvpc3nagplvbetz6f74zyy 258 35 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 258 36 , , , work_w42xlvpc3nagplvbetz6f74zyy 258 37 . . . work_w42xlvpc3nagplvbetz6f74zyy 259 1 . . . work_w42xlvpc3nagplvbetz6f74zyy 260 1 . . . work_w42xlvpc3nagplvbetz6f74zyy 261 1 , , , work_w42xlvpc3nagplvbetz6f74zyy 261 2 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 261 3 } } -RRB- work_w42xlvpc3nagplvbetz6f74zyy 261 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 262 1 Simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 262 2 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 262 3 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 262 4 struggled struggle VBD work_w42xlvpc3nagplvbetz6f74zyy 262 5 with with IN work_w42xlvpc3nagplvbetz6f74zyy 262 6 this this DT work_w42xlvpc3nagplvbetz6f74zyy 262 7 language language NN work_w42xlvpc3nagplvbetz6f74zyy 262 8 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 262 9 Rodriguez Rodriguez NNP work_w42xlvpc3nagplvbetz6f74zyy 262 10 et et FW work_w42xlvpc3nagplvbetz6f74zyy 262 11 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 262 12 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 262 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 262 14 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 262 15 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 262 16 Rodriguez Rodriguez NNP work_w42xlvpc3nagplvbetz6f74zyy 262 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 262 18 2001 2001 CD work_w42xlvpc3nagplvbetz6f74zyy 262 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 262 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 263 1 These these DT work_w42xlvpc3nagplvbetz6f74zyy 263 2 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 263 3 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 263 4 been be VBN work_w42xlvpc3nagplvbetz6f74zyy 263 5 recently recently RB work_w42xlvpc3nagplvbetz6f74zyy 263 6 replicated replicate VBN work_w42xlvpc3nagplvbetz6f74zyy 263 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 263 8 extended extend VBN work_w42xlvpc3nagplvbetz6f74zyy 263 9 by by IN work_w42xlvpc3nagplvbetz6f74zyy 263 10 Joulin Joulin NNP work_w42xlvpc3nagplvbetz6f74zyy 263 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 263 12 Mikolov Mikolov NNP work_w42xlvpc3nagplvbetz6f74zyy 263 13 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 263 14 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 263 15 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 263 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 264 1 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 264 2 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 264 3 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 264 4 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 264 5 tested test VBD work_w42xlvpc3nagplvbetz6f74zyy 264 6 an an DT work_w42xlvpc3nagplvbetz6f74zyy 264 7 SRN srn NN work_w42xlvpc3nagplvbetz6f74zyy 264 8 on on IN work_w42xlvpc3nagplvbetz6f74zyy 264 9 a a DT work_w42xlvpc3nagplvbetz6f74zyy 264 10 miniature miniature JJ work_w42xlvpc3nagplvbetz6f74zyy 264 11 lan- lan- NN work_w42xlvpc3nagplvbetz6f74zyy 264 12 guage guage NN work_w42xlvpc3nagplvbetz6f74zyy 264 13 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 264 14 simulated simulate VBD work_w42xlvpc3nagplvbetz6f74zyy 264 15 English english JJ work_w42xlvpc3nagplvbetz6f74zyy 264 16 relative relative JJ work_w42xlvpc3nagplvbetz6f74zyy 264 17 clauses clause NNS work_w42xlvpc3nagplvbetz6f74zyy 264 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 264 19 and and CC work_w42xlvpc3nagplvbetz6f74zyy 264 20 found find VBD work_w42xlvpc3nagplvbetz6f74zyy 264 21 that that IN work_w42xlvpc3nagplvbetz6f74zyy 264 22 the the DT work_w42xlvpc3nagplvbetz6f74zyy 264 23 network network NN work_w42xlvpc3nagplvbetz6f74zyy 264 24 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 264 25 only only RB work_w42xlvpc3nagplvbetz6f74zyy 264 26 able able JJ work_w42xlvpc3nagplvbetz6f74zyy 264 27 to to TO work_w42xlvpc3nagplvbetz6f74zyy 264 28 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 264 29 the the DT work_w42xlvpc3nagplvbetz6f74zyy 264 30 language language NN work_w42xlvpc3nagplvbetz6f74zyy 264 31 under under IN work_w42xlvpc3nagplvbetz6f74zyy 264 32 highly highly RB work_w42xlvpc3nagplvbetz6f74zyy 264 33 specific specific JJ work_w42xlvpc3nagplvbetz6f74zyy 264 34 circumstances circumstance NNS work_w42xlvpc3nagplvbetz6f74zyy 264 35 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 264 36 El- El- NNP work_w42xlvpc3nagplvbetz6f74zyy 264 37 man man NN work_w42xlvpc3nagplvbetz6f74zyy 264 38 , , , work_w42xlvpc3nagplvbetz6f74zyy 264 39 1993 1993 CD work_w42xlvpc3nagplvbetz6f74zyy 264 40 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 264 41 , , , work_w42xlvpc3nagplvbetz6f74zyy 264 42 though though IN work_w42xlvpc3nagplvbetz6f74zyy 264 43 later later JJ work_w42xlvpc3nagplvbetz6f74zyy 264 44 work work NN work_w42xlvpc3nagplvbetz6f74zyy 264 45 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 264 46 called call VBN work_w42xlvpc3nagplvbetz6f74zyy 264 47 some some DT work_w42xlvpc3nagplvbetz6f74zyy 264 48 of of IN work_w42xlvpc3nagplvbetz6f74zyy 264 49 his -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 264 50 conclusions conclusion NNS work_w42xlvpc3nagplvbetz6f74zyy 264 51 into into IN work_w42xlvpc3nagplvbetz6f74zyy 264 52 question question NN work_w42xlvpc3nagplvbetz6f74zyy 264 53 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 264 54 Rohde Rohde NNP work_w42xlvpc3nagplvbetz6f74zyy 264 55 and and CC work_w42xlvpc3nagplvbetz6f74zyy 264 56 Plaut Plaut NNP work_w42xlvpc3nagplvbetz6f74zyy 264 57 , , , work_w42xlvpc3nagplvbetz6f74zyy 264 58 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 264 59 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 264 60 Cartling cartle VBG work_w42xlvpc3nagplvbetz6f74zyy 264 61 , , , work_w42xlvpc3nagplvbetz6f74zyy 264 62 2008 2008 CD work_w42xlvpc3nagplvbetz6f74zyy 264 63 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 264 64 . . . work_w42xlvpc3nagplvbetz6f74zyy 265 1 Frank Frank NNP work_w42xlvpc3nagplvbetz6f74zyy 265 2 et et FW work_w42xlvpc3nagplvbetz6f74zyy 265 3 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 265 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 266 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 266 2 2013 2013 CD work_w42xlvpc3nagplvbetz6f74zyy 266 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 266 4 studied study VBD work_w42xlvpc3nagplvbetz6f74zyy 266 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 266 6 ac- ac- JJ work_w42xlvpc3nagplvbetz6f74zyy 266 7 quisition quisition NN work_w42xlvpc3nagplvbetz6f74zyy 266 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 266 9 anaphora anaphora NN work_w42xlvpc3nagplvbetz6f74zyy 266 10 coreference coreference NN work_w42xlvpc3nagplvbetz6f74zyy 266 11 by by IN work_w42xlvpc3nagplvbetz6f74zyy 266 12 SRNs srn NNS work_w42xlvpc3nagplvbetz6f74zyy 266 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 266 14 again again RB work_w42xlvpc3nagplvbetz6f74zyy 266 15 in in IN work_w42xlvpc3nagplvbetz6f74zyy 266 16 a a DT work_w42xlvpc3nagplvbetz6f74zyy 266 17 miniature miniature JJ work_w42xlvpc3nagplvbetz6f74zyy 266 18 language language NN work_w42xlvpc3nagplvbetz6f74zyy 266 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 267 1 Recently recently RB work_w42xlvpc3nagplvbetz6f74zyy 267 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 267 3 Bowman Bowman NNP work_w42xlvpc3nagplvbetz6f74zyy 267 4 et et FW work_w42xlvpc3nagplvbetz6f74zyy 267 5 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 267 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 268 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 268 2 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 268 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 268 4 tested test VBD work_w42xlvpc3nagplvbetz6f74zyy 268 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 268 6 ability ability NN work_w42xlvpc3nagplvbetz6f74zyy 268 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 268 8 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 268 9 to to TO work_w42xlvpc3nagplvbetz6f74zyy 268 10 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 268 11 an an DT work_w42xlvpc3nagplvbetz6f74zyy 268 12 artifi- artifi- JJ work_w42xlvpc3nagplvbetz6f74zyy 268 13 cial cial JJ work_w42xlvpc3nagplvbetz6f74zyy 268 14 language language NN work_w42xlvpc3nagplvbetz6f74zyy 268 15 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 268 16 on on IN work_w42xlvpc3nagplvbetz6f74zyy 268 17 propositional propositional JJ work_w42xlvpc3nagplvbetz6f74zyy 268 18 logic logic NN work_w42xlvpc3nagplvbetz6f74zyy 268 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 269 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 269 2 in in IN work_w42xlvpc3nagplvbetz6f74zyy 269 3 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 269 4 study study NN work_w42xlvpc3nagplvbetz6f74zyy 269 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 269 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 269 7 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 269 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 269 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 269 10 network network NN work_w42xlvpc3nagplvbetz6f74zyy 269 11 degraded degrade VBN work_w42xlvpc3nagplvbetz6f74zyy 269 12 as as IN work_w42xlvpc3nagplvbetz6f74zyy 269 13 the the DT work_w42xlvpc3nagplvbetz6f74zyy 269 14 complexity complexity NN work_w42xlvpc3nagplvbetz6f74zyy 269 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 269 16 the the DT work_w42xlvpc3nagplvbetz6f74zyy 269 17 test test NN work_w42xlvpc3nagplvbetz6f74zyy 269 18 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 269 19 increased increase VBD work_w42xlvpc3nagplvbetz6f74zyy 269 20 . . . work_w42xlvpc3nagplvbetz6f74zyy 270 1 Karpathy Karpathy NNP work_w42xlvpc3nagplvbetz6f74zyy 270 2 et et FW work_w42xlvpc3nagplvbetz6f74zyy 270 3 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 270 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 271 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 271 2 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 271 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 271 4 present present JJ work_w42xlvpc3nagplvbetz6f74zyy 271 5 analyses analysis NNS work_w42xlvpc3nagplvbetz6f74zyy 271 6 and and CC work_w42xlvpc3nagplvbetz6f74zyy 271 7 visual- visual- NN work_w42xlvpc3nagplvbetz6f74zyy 271 8 ization ization NN work_w42xlvpc3nagplvbetz6f74zyy 271 9 methods method NNS work_w42xlvpc3nagplvbetz6f74zyy 271 10 for for IN work_w42xlvpc3nagplvbetz6f74zyy 271 11 character character NN work_w42xlvpc3nagplvbetz6f74zyy 271 12 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 271 13 level level NN work_w42xlvpc3nagplvbetz6f74zyy 271 14 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 271 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 272 1 Kádár Kádár NNP work_w42xlvpc3nagplvbetz6f74zyy 272 2 et et FW work_w42xlvpc3nagplvbetz6f74zyy 272 3 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 272 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 273 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 273 2 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 273 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 273 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 273 5 Li Li NNP work_w42xlvpc3nagplvbetz6f74zyy 273 6 et et FW work_w42xlvpc3nagplvbetz6f74zyy 273 7 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 273 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 274 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 274 2 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 274 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 274 4 suggest suggest VBP work_w42xlvpc3nagplvbetz6f74zyy 274 5 visualization visualization NN work_w42xlvpc3nagplvbetz6f74zyy 274 6 techniques technique NNS work_w42xlvpc3nagplvbetz6f74zyy 274 7 for for IN work_w42xlvpc3nagplvbetz6f74zyy 274 8 word word NN work_w42xlvpc3nagplvbetz6f74zyy 274 9 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 274 10 level level NN work_w42xlvpc3nagplvbetz6f74zyy 274 11 RNNs rnn NNS work_w42xlvpc3nagplvbetz6f74zyy 274 12 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 274 13 to to TO work_w42xlvpc3nagplvbetz6f74zyy 274 14 perform perform VB work_w42xlvpc3nagplvbetz6f74zyy 274 15 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 274 16 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 274 17 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 274 18 n’t not RB work_w42xlvpc3nagplvbetz6f74zyy 274 19 explicitly explicitly RB work_w42xlvpc3nagplvbetz6f74zyy 274 20 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 274 21 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 274 22 image image NN work_w42xlvpc3nagplvbetz6f74zyy 274 23 caption- caption- NNP work_w42xlvpc3nagplvbetz6f74zyy 274 24 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 274 25 and and CC work_w42xlvpc3nagplvbetz6f74zyy 274 26 sentiment sentiment NNP work_w42xlvpc3nagplvbetz6f74zyy 274 27 analysis analysis NN work_w42xlvpc3nagplvbetz6f74zyy 274 28 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 274 29 . . . work_w42xlvpc3nagplvbetz6f74zyy 275 1 Early early JJ work_w42xlvpc3nagplvbetz6f74zyy 275 2 work work NN work_w42xlvpc3nagplvbetz6f74zyy 275 3 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 275 4 used use VBD work_w42xlvpc3nagplvbetz6f74zyy 275 5 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 275 6 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 275 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 275 8 model model VB work_w42xlvpc3nagplvbetz6f74zyy 275 9 531 531 CD work_w42xlvpc3nagplvbetz6f74zyy 275 10 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 275 11 judgments judgment NNS work_w42xlvpc3nagplvbetz6f74zyy 275 12 includes include VBZ work_w42xlvpc3nagplvbetz6f74zyy 275 13 Allen Allen NNP work_w42xlvpc3nagplvbetz6f74zyy 275 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 275 15 Sei- Sei- NNP work_w42xlvpc3nagplvbetz6f74zyy 275 16 denberg denberg NNP work_w42xlvpc3nagplvbetz6f74zyy 275 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 275 18 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 275 19 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 275 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 275 21 Lawrence Lawrence NNP work_w42xlvpc3nagplvbetz6f74zyy 275 22 et et FW work_w42xlvpc3nagplvbetz6f74zyy 275 23 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 275 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 276 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 276 2 1996 1996 CD work_w42xlvpc3nagplvbetz6f74zyy 276 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 276 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 277 1 More more RBR work_w42xlvpc3nagplvbetz6f74zyy 277 2 re- re- RB work_w42xlvpc3nagplvbetz6f74zyy 277 3 cently cently RB work_w42xlvpc3nagplvbetz6f74zyy 277 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 277 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 277 6 connection connection NN work_w42xlvpc3nagplvbetz6f74zyy 277 7 between between IN work_w42xlvpc3nagplvbetz6f74zyy 277 8 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 277 9 judg- judg- NN work_w42xlvpc3nagplvbetz6f74zyy 277 10 ments ment NNS work_w42xlvpc3nagplvbetz6f74zyy 277 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 277 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 277 13 probabilities probability NNS work_w42xlvpc3nagplvbetz6f74zyy 277 14 assigned assign VBN work_w42xlvpc3nagplvbetz6f74zyy 277 15 by by IN work_w42xlvpc3nagplvbetz6f74zyy 277 16 a a DT work_w42xlvpc3nagplvbetz6f74zyy 277 17 language language NN work_w42xlvpc3nagplvbetz6f74zyy 277 18 model model NN work_w42xlvpc3nagplvbetz6f74zyy 277 19 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 277 20 explored explore VBN work_w42xlvpc3nagplvbetz6f74zyy 277 21 by by IN work_w42xlvpc3nagplvbetz6f74zyy 277 22 Clark Clark NNP work_w42xlvpc3nagplvbetz6f74zyy 277 23 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 277 24 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 277 25 . . . work_w42xlvpc3nagplvbetz6f74zyy 278 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 278 2 2013 2013 CD work_w42xlvpc3nagplvbetz6f74zyy 278 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 278 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 278 5 Lau Lau NNP work_w42xlvpc3nagplvbetz6f74zyy 278 6 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 278 7 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 278 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 279 1 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 279 2 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 279 3 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 279 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 280 1 Finally finally RB work_w42xlvpc3nagplvbetz6f74zyy 280 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 280 3 arguments argument NNS work_w42xlvpc3nagplvbetz6f74zyy 280 4 for for IN work_w42xlvpc3nagplvbetz6f74zyy 280 5 evaluating evaluate VBG work_w42xlvpc3nagplvbetz6f74zyy 280 6 NLP NLP NNP work_w42xlvpc3nagplvbetz6f74zyy 280 7 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 280 8 on on IN work_w42xlvpc3nagplvbetz6f74zyy 280 9 a a DT work_w42xlvpc3nagplvbetz6f74zyy 280 10 strategically strategically RB work_w42xlvpc3nagplvbetz6f74zyy 280 11 sampled sample VBN work_w42xlvpc3nagplvbetz6f74zyy 280 12 set set NN work_w42xlvpc3nagplvbetz6f74zyy 280 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 280 14 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 280 15 types type NNS work_w42xlvpc3nagplvbetz6f74zyy 280 16 rather rather RB work_w42xlvpc3nagplvbetz6f74zyy 280 17 than than IN work_w42xlvpc3nagplvbetz6f74zyy 280 18 a a DT work_w42xlvpc3nagplvbetz6f74zyy 280 19 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 280 20 sample sample NN work_w42xlvpc3nagplvbetz6f74zyy 280 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 280 22 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 280 23 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 280 24 been be VBN work_w42xlvpc3nagplvbetz6f74zyy 280 25 made make VBN work_w42xlvpc3nagplvbetz6f74zyy 280 26 in in IN work_w42xlvpc3nagplvbetz6f74zyy 280 27 the the DT work_w42xlvpc3nagplvbetz6f74zyy 280 28 parsing parsing JJ work_w42xlvpc3nagplvbetz6f74zyy 280 29 literature literature NN work_w42xlvpc3nagplvbetz6f74zyy 280 30 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 280 31 Rimell Rimell NNP work_w42xlvpc3nagplvbetz6f74zyy 280 32 et et FW work_w42xlvpc3nagplvbetz6f74zyy 280 33 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 280 34 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 280 35 , , , work_w42xlvpc3nagplvbetz6f74zyy 280 36 2009 2009 CD work_w42xlvpc3nagplvbetz6f74zyy 280 37 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 280 38 Nivre Nivre NNP work_w42xlvpc3nagplvbetz6f74zyy 280 39 et et FW work_w42xlvpc3nagplvbetz6f74zyy 280 40 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 280 41 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 280 42 , , , work_w42xlvpc3nagplvbetz6f74zyy 280 43 2010 2010 CD work_w42xlvpc3nagplvbetz6f74zyy 280 44 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 280 45 Bender Bender NNP work_w42xlvpc3nagplvbetz6f74zyy 280 46 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 280 47 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 280 48 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 280 49 , , , work_w42xlvpc3nagplvbetz6f74zyy 280 50 2011 2011 CD work_w42xlvpc3nagplvbetz6f74zyy 280 51 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 280 52 . . . work_w42xlvpc3nagplvbetz6f74zyy 281 1 9 9 CD work_w42xlvpc3nagplvbetz6f74zyy 281 2 Discussion Discussion NNP work_w42xlvpc3nagplvbetz6f74zyy 281 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 281 4 Future Future NNP work_w42xlvpc3nagplvbetz6f74zyy 281 5 Work Work NNP work_w42xlvpc3nagplvbetz6f74zyy 281 6 Neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 281 7 network network NN work_w42xlvpc3nagplvbetz6f74zyy 281 8 architectures architecture NNS work_w42xlvpc3nagplvbetz6f74zyy 281 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 281 10 typically typically RB work_w42xlvpc3nagplvbetz6f74zyy 281 11 evaluated evaluate VBN work_w42xlvpc3nagplvbetz6f74zyy 281 12 on on IN work_w42xlvpc3nagplvbetz6f74zyy 281 13 random random JJ work_w42xlvpc3nagplvbetz6f74zyy 281 14 samples sample NNS work_w42xlvpc3nagplvbetz6f74zyy 281 15 of of IN work_w42xlvpc3nagplvbetz6f74zyy 281 16 naturally naturally RB work_w42xlvpc3nagplvbetz6f74zyy 281 17 occurring occur VBG work_w42xlvpc3nagplvbetz6f74zyy 281 18 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 281 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 281 20 e.g. e.g. RB work_w42xlvpc3nagplvbetz6f74zyy 281 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 281 22 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 281 23 perplexity perplexity NN work_w42xlvpc3nagplvbetz6f74zyy 281 24 on on IN work_w42xlvpc3nagplvbetz6f74zyy 281 25 held hold VBN work_w42xlvpc3nagplvbetz6f74zyy 281 26 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 281 27 out out RP work_w42xlvpc3nagplvbetz6f74zyy 281 28 data datum NNS work_w42xlvpc3nagplvbetz6f74zyy 281 29 in in IN work_w42xlvpc3nagplvbetz6f74zyy 281 30 language language NN work_w42xlvpc3nagplvbetz6f74zyy 281 31 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 281 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 282 1 Since since IN work_w42xlvpc3nagplvbetz6f74zyy 282 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 282 3 majority majority NN work_w42xlvpc3nagplvbetz6f74zyy 282 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 282 5 natural natural JJ work_w42xlvpc3nagplvbetz6f74zyy 282 6 language language NN work_w42xlvpc3nagplvbetz6f74zyy 282 7 sen- sen- NN work_w42xlvpc3nagplvbetz6f74zyy 282 8 tences tence NNS work_w42xlvpc3nagplvbetz6f74zyy 282 9 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 282 10 grammatically grammatically RB work_w42xlvpc3nagplvbetz6f74zyy 282 11 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 282 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 282 13 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 282 14 can can MD work_w42xlvpc3nagplvbetz6f74zyy 282 15 achieve achieve VB work_w42xlvpc3nagplvbetz6f74zyy 282 16 high high JJ work_w42xlvpc3nagplvbetz6f74zyy 282 17 overall overall JJ work_w42xlvpc3nagplvbetz6f74zyy 282 18 accuracy accuracy NN work_w42xlvpc3nagplvbetz6f74zyy 282 19 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 282 20 flawed flawed JJ work_w42xlvpc3nagplvbetz6f74zyy 282 21 heuristics heuristic NNS work_w42xlvpc3nagplvbetz6f74zyy 282 22 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 282 23 fail fail VBP work_w42xlvpc3nagplvbetz6f74zyy 282 24 on on IN work_w42xlvpc3nagplvbetz6f74zyy 282 25 harder hard JJR work_w42xlvpc3nagplvbetz6f74zyy 282 26 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 282 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 283 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 283 2 makes make VBZ work_w42xlvpc3nagplvbetz6f74zyy 283 3 it -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 283 4 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 283 5 to to TO work_w42xlvpc3nagplvbetz6f74zyy 283 6 distin- distin- VB work_w42xlvpc3nagplvbetz6f74zyy 283 7 guish guish JJ work_w42xlvpc3nagplvbetz6f74zyy 283 8 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 283 9 but but CC work_w42xlvpc3nagplvbetz6f74zyy 283 10 robust robust JJ work_w42xlvpc3nagplvbetz6f74zyy 283 11 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 283 12 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 283 13 from from IN work_w42xlvpc3nagplvbetz6f74zyy 283 14 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 283 15 expressive expressive JJ work_w42xlvpc3nagplvbetz6f74zyy 283 16 architectures architecture NNS work_w42xlvpc3nagplvbetz6f74zyy 283 17 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 283 18 Socher Socher NNP work_w42xlvpc3nagplvbetz6f74zyy 283 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 283 20 2014 2014 CD work_w42xlvpc3nagplvbetz6f74zyy 283 21 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 283 22 Grefenstette Grefenstette NNP work_w42xlvpc3nagplvbetz6f74zyy 283 23 et et FW work_w42xlvpc3nagplvbetz6f74zyy 283 24 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 283 25 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 283 26 , , , work_w42xlvpc3nagplvbetz6f74zyy 283 27 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 283 28 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 283 29 Joulin Joulin NNP work_w42xlvpc3nagplvbetz6f74zyy 283 30 and and CC work_w42xlvpc3nagplvbetz6f74zyy 283 31 Mikolov Mikolov NNP work_w42xlvpc3nagplvbetz6f74zyy 283 32 , , , work_w42xlvpc3nagplvbetz6f74zyy 283 33 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 283 34 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 283 35 . . . work_w42xlvpc3nagplvbetz6f74zyy 284 1 Our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 284 2 work work NN work_w42xlvpc3nagplvbetz6f74zyy 284 3 suggests suggest VBZ work_w42xlvpc3nagplvbetz6f74zyy 284 4 an an DT work_w42xlvpc3nagplvbetz6f74zyy 284 5 alternative alternative JJ work_w42xlvpc3nagplvbetz6f74zyy 284 6 strategy strategy NN work_w42xlvpc3nagplvbetz6f74zyy 284 7 — — : work_w42xlvpc3nagplvbetz6f74zyy 284 8 evaluation evaluation NN work_w42xlvpc3nagplvbetz6f74zyy 284 9 on on IN work_w42xlvpc3nagplvbetz6f74zyy 284 10 natu- natu- JJ work_w42xlvpc3nagplvbetz6f74zyy 284 11 rally rally NN work_w42xlvpc3nagplvbetz6f74zyy 284 12 occurring occur VBG work_w42xlvpc3nagplvbetz6f74zyy 284 13 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 284 14 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 284 15 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 284 16 sampled sample VBN work_w42xlvpc3nagplvbetz6f74zyy 284 17 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 284 18 on on IN work_w42xlvpc3nagplvbetz6f74zyy 284 19 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 284 20 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 284 21 complexity complexity NN work_w42xlvpc3nagplvbetz6f74zyy 284 22 — — : work_w42xlvpc3nagplvbetz6f74zyy 284 23 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 284 24 can can MD work_w42xlvpc3nagplvbetz6f74zyy 284 25 provide provide VB work_w42xlvpc3nagplvbetz6f74zyy 284 26 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 284 27 nuanced nuanced JJ work_w42xlvpc3nagplvbetz6f74zyy 284 28 tests test NNS work_w42xlvpc3nagplvbetz6f74zyy 284 29 of of IN work_w42xlvpc3nagplvbetz6f74zyy 284 30 language language NN work_w42xlvpc3nagplvbetz6f74zyy 284 31 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 284 32 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 284 33 Rimell Rimell NNP work_w42xlvpc3nagplvbetz6f74zyy 284 34 et et FW work_w42xlvpc3nagplvbetz6f74zyy 284 35 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 284 36 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 284 37 , , , work_w42xlvpc3nagplvbetz6f74zyy 284 38 2009 2009 CD work_w42xlvpc3nagplvbetz6f74zyy 284 39 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 284 40 Bender Bender NNP work_w42xlvpc3nagplvbetz6f74zyy 284 41 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 284 42 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 284 43 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 284 44 , , , work_w42xlvpc3nagplvbetz6f74zyy 284 45 2011 2011 CD work_w42xlvpc3nagplvbetz6f74zyy 284 46 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 284 47 . . . work_w42xlvpc3nagplvbetz6f74zyy 285 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 285 2 approach approach NN work_w42xlvpc3nagplvbetz6f74zyy 285 3 can can MD work_w42xlvpc3nagplvbetz6f74zyy 285 4 be be VB work_w42xlvpc3nagplvbetz6f74zyy 285 5 extended extend VBN work_w42xlvpc3nagplvbetz6f74zyy 285 6 to to IN work_w42xlvpc3nagplvbetz6f74zyy 285 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 285 8 training training NN work_w42xlvpc3nagplvbetz6f74zyy 285 9 stage stage NN work_w42xlvpc3nagplvbetz6f74zyy 285 10 : : : work_w42xlvpc3nagplvbetz6f74zyy 285 11 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 285 12 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 285 13 can can MD work_w42xlvpc3nagplvbetz6f74zyy 285 14 be be VB work_w42xlvpc3nagplvbetz6f74zyy 285 15 encouraged encourage VBN work_w42xlvpc3nagplvbetz6f74zyy 285 16 to to TO work_w42xlvpc3nagplvbetz6f74zyy 285 17 develop develop VB work_w42xlvpc3nagplvbetz6f74zyy 285 18 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 285 19 sophisticated sophisticated JJ work_w42xlvpc3nagplvbetz6f74zyy 285 20 generalizations generalization NNS work_w42xlvpc3nagplvbetz6f74zyy 285 21 by by IN work_w42xlvpc3nagplvbetz6f74zyy 285 22 oversampling oversample VBG work_w42xlvpc3nagplvbetz6f74zyy 285 23 grammatically grammatically RB work_w42xlvpc3nagplvbetz6f74zyy 285 24 challenging challenge VBG work_w42xlvpc3nagplvbetz6f74zyy 285 25 training training NN work_w42xlvpc3nagplvbetz6f74zyy 285 26 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 285 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 286 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 286 2 took take VBD work_w42xlvpc3nagplvbetz6f74zyy 286 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 286 4 first first JJ work_w42xlvpc3nagplvbetz6f74zyy 286 5 step step NN work_w42xlvpc3nagplvbetz6f74zyy 286 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 286 7 this this DT work_w42xlvpc3nagplvbetz6f74zyy 286 8 direction direction NN work_w42xlvpc3nagplvbetz6f74zyy 286 9 when when WRB work_w42xlvpc3nagplvbetz6f74zyy 286 10 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 286 11 trained train VBD work_w42xlvpc3nagplvbetz6f74zyy 286 12 the the DT work_w42xlvpc3nagplvbetz6f74zyy 286 13 network network NN work_w42xlvpc3nagplvbetz6f74zyy 286 14 only only RB work_w42xlvpc3nagplvbetz6f74zyy 286 15 on on IN work_w42xlvpc3nagplvbetz6f74zyy 286 16 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 286 17 with with IN work_w42xlvpc3nagplvbetz6f74zyy 286 18 intervening intervene VBG work_w42xlvpc3nagplvbetz6f74zyy 286 19 nouns noun NNS work_w42xlvpc3nagplvbetz6f74zyy 286 20 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 286 21 Section section NN work_w42xlvpc3nagplvbetz6f74zyy 286 22 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 286 23 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 286 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 287 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 287 2 training training NN work_w42xlvpc3nagplvbetz6f74zyy 287 3 regime regime NN work_w42xlvpc3nagplvbetz6f74zyy 287 4 indeed indeed RB work_w42xlvpc3nagplvbetz6f74zyy 287 5 im- im- VBZ work_w42xlvpc3nagplvbetz6f74zyy 287 6 proved prove VBD work_w42xlvpc3nagplvbetz6f74zyy 287 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 287 8 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 287 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 287 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 287 11 network network NN work_w42xlvpc3nagplvbetz6f74zyy 287 12 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 287 13 however however RB work_w42xlvpc3nagplvbetz6f74zyy 287 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 287 15 the the DT work_w42xlvpc3nagplvbetz6f74zyy 287 16 improvement improvement NN work_w42xlvpc3nagplvbetz6f74zyy 287 17 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 287 18 quantitative quantitative JJ work_w42xlvpc3nagplvbetz6f74zyy 287 19 rather rather RB work_w42xlvpc3nagplvbetz6f74zyy 287 20 than than IN work_w42xlvpc3nagplvbetz6f74zyy 287 21 qualitative qualitative JJ work_w42xlvpc3nagplvbetz6f74zyy 287 22 : : : work_w42xlvpc3nagplvbetz6f74zyy 287 23 there there EX work_w42xlvpc3nagplvbetz6f74zyy 287 24 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 287 25 limited limited JJ work_w42xlvpc3nagplvbetz6f74zyy 287 26 generalization generalization NN work_w42xlvpc3nagplvbetz6f74zyy 287 27 to to IN work_w42xlvpc3nagplvbetz6f74zyy 287 28 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 287 29 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 287 30 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 287 31 even even RB work_w42xlvpc3nagplvbetz6f74zyy 287 32 more more RBR work_w42xlvpc3nagplvbetz6f74zyy 287 33 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 287 34 than than IN work_w42xlvpc3nagplvbetz6f74zyy 287 35 those those DT work_w42xlvpc3nagplvbetz6f74zyy 287 36 encountered encounter VBN work_w42xlvpc3nagplvbetz6f74zyy 287 37 in in IN work_w42xlvpc3nagplvbetz6f74zyy 287 38 training training NN work_w42xlvpc3nagplvbetz6f74zyy 287 39 . . . work_w42xlvpc3nagplvbetz6f74zyy 288 1 Further further JJ work_w42xlvpc3nagplvbetz6f74zyy 288 2 experiments experiment NNS work_w42xlvpc3nagplvbetz6f74zyy 288 3 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 288 4 needed need VBN work_w42xlvpc3nagplvbetz6f74zyy 288 5 to to TO work_w42xlvpc3nagplvbetz6f74zyy 288 6 establish establish VB work_w42xlvpc3nagplvbetz6f74zyy 288 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 288 8 efficacy efficacy NN work_w42xlvpc3nagplvbetz6f74zyy 288 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 288 10 this this DT work_w42xlvpc3nagplvbetz6f74zyy 288 11 method method NN work_w42xlvpc3nagplvbetz6f74zyy 288 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 289 1 A a DT work_w42xlvpc3nagplvbetz6f74zyy 289 2 network network NN work_w42xlvpc3nagplvbetz6f74zyy 289 3 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 289 4 has have VBZ work_w42xlvpc3nagplvbetz6f74zyy 289 5 acquired acquire VBN work_w42xlvpc3nagplvbetz6f74zyy 289 6 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 289 7 represen- represen- JJ work_w42xlvpc3nagplvbetz6f74zyy 289 8 tations tation NNS work_w42xlvpc3nagplvbetz6f74zyy 289 9 sophisticated sophisticated JJ work_w42xlvpc3nagplvbetz6f74zyy 289 10 enough enough RB work_w42xlvpc3nagplvbetz6f74zyy 289 11 to to TO work_w42xlvpc3nagplvbetz6f74zyy 289 12 handle handle VB work_w42xlvpc3nagplvbetz6f74zyy 289 13 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 289 14 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 289 15 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 289 16 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 289 17 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 289 18 likely likely JJ work_w42xlvpc3nagplvbetz6f74zyy 289 19 to to TO work_w42xlvpc3nagplvbetz6f74zyy 289 20 show show VB work_w42xlvpc3nagplvbetz6f74zyy 289 21 improved improved JJ work_w42xlvpc3nagplvbetz6f74zyy 289 22 performance performance NN work_w42xlvpc3nagplvbetz6f74zyy 289 23 on on IN work_w42xlvpc3nagplvbetz6f74zyy 289 24 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 289 25 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 289 26 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 289 27 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 289 28 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 289 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 289 30 including include VBG work_w42xlvpc3nagplvbetz6f74zyy 289 31 pronoun pronoun NN work_w42xlvpc3nagplvbetz6f74zyy 289 32 coreference coreference NN work_w42xlvpc3nagplvbetz6f74zyy 289 33 , , , work_w42xlvpc3nagplvbetz6f74zyy 289 34 quantifier quantifier NN work_w42xlvpc3nagplvbetz6f74zyy 289 35 scope scope NN work_w42xlvpc3nagplvbetz6f74zyy 289 36 and and CC work_w42xlvpc3nagplvbetz6f74zyy 289 37 negative negative JJ work_w42xlvpc3nagplvbetz6f74zyy 289 38 polarity polarity NN work_w42xlvpc3nagplvbetz6f74zyy 289 39 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 289 40 . . . work_w42xlvpc3nagplvbetz6f74zyy 290 1 As as IN work_w42xlvpc3nagplvbetz6f74zyy 290 2 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 290 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 290 4 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 290 5 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 290 6 used use VBN work_w42xlvpc3nagplvbetz6f74zyy 290 7 in in IN work_w42xlvpc3nagplvbetz6f74zyy 290 8 NLP NLP NNP work_w42xlvpc3nagplvbetz6f74zyy 290 9 applications application NNS work_w42xlvpc3nagplvbetz6f74zyy 290 10 may may MD work_w42xlvpc3nagplvbetz6f74zyy 290 11 benefit benefit VB work_w42xlvpc3nagplvbetz6f74zyy 290 12 from from IN work_w42xlvpc3nagplvbetz6f74zyy 290 13 grammatically grammatically RB work_w42xlvpc3nagplvbetz6f74zyy 290 14 sophis- sophis- JJ work_w42xlvpc3nagplvbetz6f74zyy 290 15 ticated ticated JJ work_w42xlvpc3nagplvbetz6f74zyy 290 16 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 290 17 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 290 18 developed develop VBN work_w42xlvpc3nagplvbetz6f74zyy 290 19 in in IN work_w42xlvpc3nagplvbetz6f74zyy 290 20 a a DT work_w42xlvpc3nagplvbetz6f74zyy 290 21 multi- multi- JJ work_w42xlvpc3nagplvbetz6f74zyy 290 22 task task NN work_w42xlvpc3nagplvbetz6f74zyy 290 23 learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 290 24 setup setup NN work_w42xlvpc3nagplvbetz6f74zyy 290 25 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 290 26 Caruana Caruana NNP work_w42xlvpc3nagplvbetz6f74zyy 290 27 , , , work_w42xlvpc3nagplvbetz6f74zyy 290 28 1998 1998 CD work_w42xlvpc3nagplvbetz6f74zyy 290 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 290 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 290 31 where where WRB work_w42xlvpc3nagplvbetz6f74zyy 290 32 the the DT work_w42xlvpc3nagplvbetz6f74zyy 290 33 model model NN work_w42xlvpc3nagplvbetz6f74zyy 290 34 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 290 35 trained train VBN work_w42xlvpc3nagplvbetz6f74zyy 290 36 concurrently concurrently RB work_w42xlvpc3nagplvbetz6f74zyy 290 37 on on IN work_w42xlvpc3nagplvbetz6f74zyy 290 38 the the DT work_w42xlvpc3nagplvbetz6f74zyy 290 39 task task NN work_w42xlvpc3nagplvbetz6f74zyy 290 40 of of IN work_w42xlvpc3nagplvbetz6f74zyy 290 41 interest interest NN work_w42xlvpc3nagplvbetz6f74zyy 290 42 and and CC work_w42xlvpc3nagplvbetz6f74zyy 290 43 on on IN work_w42xlvpc3nagplvbetz6f74zyy 290 44 one one CD work_w42xlvpc3nagplvbetz6f74zyy 290 45 of of IN work_w42xlvpc3nagplvbetz6f74zyy 290 46 the the DT work_w42xlvpc3nagplvbetz6f74zyy 290 47 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 290 48 we -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 290 49 proposed propose VBD work_w42xlvpc3nagplvbetz6f74zyy 290 50 in in IN work_w42xlvpc3nagplvbetz6f74zyy 290 51 this this DT work_w42xlvpc3nagplvbetz6f74zyy 290 52 paper paper NN work_w42xlvpc3nagplvbetz6f74zyy 290 53 . . . work_w42xlvpc3nagplvbetz6f74zyy 291 1 Of of RB work_w42xlvpc3nagplvbetz6f74zyy 291 2 course course RB work_w42xlvpc3nagplvbetz6f74zyy 291 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 291 4 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 291 5 phenomena phenomenon NNS work_w42xlvpc3nagplvbetz6f74zyy 291 6 differ differ VBP work_w42xlvpc3nagplvbetz6f74zyy 291 7 from from IN work_w42xlvpc3nagplvbetz6f74zyy 291 8 each each DT work_w42xlvpc3nagplvbetz6f74zyy 291 9 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 291 10 in in IN work_w42xlvpc3nagplvbetz6f74zyy 291 11 many many JJ work_w42xlvpc3nagplvbetz6f74zyy 291 12 ways way NNS work_w42xlvpc3nagplvbetz6f74zyy 291 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 292 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 292 2 distribution distribution NN work_w42xlvpc3nagplvbetz6f74zyy 292 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 292 4 negative negative JJ work_w42xlvpc3nagplvbetz6f74zyy 292 5 polarity polarity NN work_w42xlvpc3nagplvbetz6f74zyy 292 6 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 292 7 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 292 8 highly highly RB work_w42xlvpc3nagplvbetz6f74zyy 292 9 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 292 10 to to IN work_w42xlvpc3nagplvbetz6f74zyy 292 11 semantic semantic JJ work_w42xlvpc3nagplvbetz6f74zyy 292 12 factors factor NNS work_w42xlvpc3nagplvbetz6f74zyy 292 13 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 292 14 Gian- Gian- NNP work_w42xlvpc3nagplvbetz6f74zyy 292 15 nakidou nakidou NNP work_w42xlvpc3nagplvbetz6f74zyy 292 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 292 17 2011 2011 CD work_w42xlvpc3nagplvbetz6f74zyy 292 18 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 292 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 293 1 Restrictions restriction NNS work_w42xlvpc3nagplvbetz6f74zyy 293 2 on on IN work_w42xlvpc3nagplvbetz6f74zyy 293 3 unbounded unbounded JJ work_w42xlvpc3nagplvbetz6f74zyy 293 4 depen- depen- FW work_w42xlvpc3nagplvbetz6f74zyy 293 5 dencies dencie NNS work_w42xlvpc3nagplvbetz6f74zyy 293 6 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 293 7 Ross Ross NNP work_w42xlvpc3nagplvbetz6f74zyy 293 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 293 9 1967 1967 CD work_w42xlvpc3nagplvbetz6f74zyy 293 10 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 293 11 may may MD work_w42xlvpc3nagplvbetz6f74zyy 293 12 require require VB work_w42xlvpc3nagplvbetz6f74zyy 293 13 richer richer RBR work_w42xlvpc3nagplvbetz6f74zyy 293 14 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 293 15 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 293 16 than than IN work_w42xlvpc3nagplvbetz6f74zyy 293 17 those those DT work_w42xlvpc3nagplvbetz6f74zyy 293 18 required require VBN work_w42xlvpc3nagplvbetz6f74zyy 293 19 for for IN work_w42xlvpc3nagplvbetz6f74zyy 293 20 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 293 21 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 293 22 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 293 23 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 293 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 294 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 294 2 extent extent NN work_w42xlvpc3nagplvbetz6f74zyy 294 3 to to TO work_w42xlvpc3nagplvbetz6f74zyy 294 4 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 294 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 294 6 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 294 7 of of IN work_w42xlvpc3nagplvbetz6f74zyy 294 8 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 294 9 study study NN work_w42xlvpc3nagplvbetz6f74zyy 294 10 will will MD work_w42xlvpc3nagplvbetz6f74zyy 294 11 generalize generalize VB work_w42xlvpc3nagplvbetz6f74zyy 294 12 to to IN work_w42xlvpc3nagplvbetz6f74zyy 294 13 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 294 14 constructions construction NNS work_w42xlvpc3nagplvbetz6f74zyy 294 15 and and CC work_w42xlvpc3nagplvbetz6f74zyy 294 16 other other JJ work_w42xlvpc3nagplvbetz6f74zyy 294 17 languages language NNS work_w42xlvpc3nagplvbetz6f74zyy 294 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 294 19 then then RB work_w42xlvpc3nagplvbetz6f74zyy 294 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 294 21 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 294 22 a a DT work_w42xlvpc3nagplvbetz6f74zyy 294 23 matter matter NN work_w42xlvpc3nagplvbetz6f74zyy 294 24 for for IN work_w42xlvpc3nagplvbetz6f74zyy 294 25 empirical empirical JJ work_w42xlvpc3nagplvbetz6f74zyy 294 26 research research NN work_w42xlvpc3nagplvbetz6f74zyy 294 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 295 1 Humans human NNS work_w42xlvpc3nagplvbetz6f74zyy 295 2 occasionally occasionally RB work_w42xlvpc3nagplvbetz6f74zyy 295 3 make make VBP work_w42xlvpc3nagplvbetz6f74zyy 295 4 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 295 5 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 295 6 mistakes mistake NNS work_w42xlvpc3nagplvbetz6f74zyy 295 7 during during IN work_w42xlvpc3nagplvbetz6f74zyy 295 8 language language NN work_w42xlvpc3nagplvbetz6f74zyy 295 9 production production NN work_w42xlvpc3nagplvbetz6f74zyy 295 10 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 295 11 Bock Bock NNP work_w42xlvpc3nagplvbetz6f74zyy 295 12 and and CC work_w42xlvpc3nagplvbetz6f74zyy 295 13 Miller Miller NNP work_w42xlvpc3nagplvbetz6f74zyy 295 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 295 15 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 295 16 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 295 17 and and CC work_w42xlvpc3nagplvbetz6f74zyy 295 18 comprehension comprehension NN work_w42xlvpc3nagplvbetz6f74zyy 295 19 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 295 20 Nicol Nicol NNP work_w42xlvpc3nagplvbetz6f74zyy 295 21 et et FW work_w42xlvpc3nagplvbetz6f74zyy 295 22 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 295 23 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 295 24 , , , work_w42xlvpc3nagplvbetz6f74zyy 295 25 1997 1997 CD work_w42xlvpc3nagplvbetz6f74zyy 295 26 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 295 27 . . . work_w42xlvpc3nagplvbetz6f74zyy 296 1 These these DT work_w42xlvpc3nagplvbetz6f74zyy 296 2 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 296 3 persist persist VBP work_w42xlvpc3nagplvbetz6f74zyy 296 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 296 5 human human JJ work_w42xlvpc3nagplvbetz6f74zyy 296 6 acceptability acceptability NN work_w42xlvpc3nagplvbetz6f74zyy 296 7 judg- judg- NN work_w42xlvpc3nagplvbetz6f74zyy 296 8 ments ment NNS work_w42xlvpc3nagplvbetz6f74zyy 296 9 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 296 10 Tanner Tanner NNP work_w42xlvpc3nagplvbetz6f74zyy 296 11 et et FW work_w42xlvpc3nagplvbetz6f74zyy 296 12 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 296 13 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 296 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 296 15 2014 2014 CD work_w42xlvpc3nagplvbetz6f74zyy 296 16 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 296 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 296 18 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 296 19 parallel parallel VBP work_w42xlvpc3nagplvbetz6f74zyy 296 20 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 296 21 gram- gram- NN work_w42xlvpc3nagplvbetz6f74zyy 296 22 maticality maticality NN work_w42xlvpc3nagplvbetz6f74zyy 296 23 judgment judgment NN work_w42xlvpc3nagplvbetz6f74zyy 296 24 task task NN work_w42xlvpc3nagplvbetz6f74zyy 296 25 . . . work_w42xlvpc3nagplvbetz6f74zyy 297 1 Cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 297 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 297 3 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 297 4 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 297 5 with with IN work_w42xlvpc3nagplvbetz6f74zyy 297 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 297 7 nearest near JJS work_w42xlvpc3nagplvbetz6f74zyy 297 8 rather rather RB work_w42xlvpc3nagplvbetz6f74zyy 297 9 than than IN work_w42xlvpc3nagplvbetz6f74zyy 297 10 structurally structurally RB work_w42xlvpc3nagplvbetz6f74zyy 297 11 rel- rel- VBZ work_w42xlvpc3nagplvbetz6f74zyy 297 12 evant evant NNP work_w42xlvpc3nagplvbetz6f74zyy 297 13 constituent constituent NN work_w42xlvpc3nagplvbetz6f74zyy 297 14 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 297 15 been be VBN work_w42xlvpc3nagplvbetz6f74zyy 297 16 documented document VBN work_w42xlvpc3nagplvbetz6f74zyy 297 17 in in IN work_w42xlvpc3nagplvbetz6f74zyy 297 18 languages language NNS work_w42xlvpc3nagplvbetz6f74zyy 297 19 such such JJ work_w42xlvpc3nagplvbetz6f74zyy 297 20 as as IN work_w42xlvpc3nagplvbetz6f74zyy 297 21 Slovenian Slovenian NNP work_w42xlvpc3nagplvbetz6f74zyy 297 22 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 297 23 Marušič Marušič NNP work_w42xlvpc3nagplvbetz6f74zyy 297 24 et et NNP work_w42xlvpc3nagplvbetz6f74zyy 297 25 al al NNP work_w42xlvpc3nagplvbetz6f74zyy 297 26 . . NNP work_w42xlvpc3nagplvbetz6f74zyy 297 27 , , , work_w42xlvpc3nagplvbetz6f74zyy 297 28 2007 2007 CD work_w42xlvpc3nagplvbetz6f74zyy 297 29 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 297 30 , , , work_w42xlvpc3nagplvbetz6f74zyy 297 31 and and CC work_w42xlvpc3nagplvbetz6f74zyy 297 32 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 297 33 even even RB work_w42xlvpc3nagplvbetz6f74zyy 297 34 been be VBN work_w42xlvpc3nagplvbetz6f74zyy 297 35 argued argue VBN work_w42xlvpc3nagplvbetz6f74zyy 297 36 to to TO work_w42xlvpc3nagplvbetz6f74zyy 297 37 be be VB work_w42xlvpc3nagplvbetz6f74zyy 297 38 occasionally occasionally RB work_w42xlvpc3nagplvbetz6f74zyy 297 39 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 297 40 in in IN work_w42xlvpc3nagplvbetz6f74zyy 297 41 English English NNP work_w42xlvpc3nagplvbetz6f74zyy 297 42 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 297 43 Zwicky Zwicky NNP work_w42xlvpc3nagplvbetz6f74zyy 297 44 , , , work_w42xlvpc3nagplvbetz6f74zyy 297 45 2005 2005 CD work_w42xlvpc3nagplvbetz6f74zyy 297 46 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 297 47 . . . work_w42xlvpc3nagplvbetz6f74zyy 298 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 298 2 future future JJ work_w42xlvpc3nagplvbetz6f74zyy 298 3 work work NN work_w42xlvpc3nagplvbetz6f74zyy 298 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 298 5 explor- explor- VBD work_w42xlvpc3nagplvbetz6f74zyy 298 6 ing e VBG work_w42xlvpc3nagplvbetz6f74zyy 298 7 the the DT work_w42xlvpc3nagplvbetz6f74zyy 298 8 relationship relationship NN work_w42xlvpc3nagplvbetz6f74zyy 298 9 between between IN work_w42xlvpc3nagplvbetz6f74zyy 298 10 these these DT work_w42xlvpc3nagplvbetz6f74zyy 298 11 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 298 12 and and CC work_w42xlvpc3nagplvbetz6f74zyy 298 13 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 298 14 network network NN work_w42xlvpc3nagplvbetz6f74zyy 298 15 predictions prediction NNS work_w42xlvpc3nagplvbetz6f74zyy 298 16 can can MD work_w42xlvpc3nagplvbetz6f74zyy 298 17 shed shed VB work_w42xlvpc3nagplvbetz6f74zyy 298 18 light light NN work_w42xlvpc3nagplvbetz6f74zyy 298 19 on on IN work_w42xlvpc3nagplvbetz6f74zyy 298 20 the the DT work_w42xlvpc3nagplvbetz6f74zyy 298 21 cognitive cognitive JJ work_w42xlvpc3nagplvbetz6f74zyy 298 22 plausibility plausibility NN work_w42xlvpc3nagplvbetz6f74zyy 298 23 of of IN work_w42xlvpc3nagplvbetz6f74zyy 298 24 those those DT work_w42xlvpc3nagplvbetz6f74zyy 298 25 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 298 26 . . . work_w42xlvpc3nagplvbetz6f74zyy 299 1 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 299 2 Conclusion Conclusion NNP work_w42xlvpc3nagplvbetz6f74zyy 299 3 LSTMs lstm NNS work_w42xlvpc3nagplvbetz6f74zyy 299 4 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 299 5 sequence sequence NN work_w42xlvpc3nagplvbetz6f74zyy 299 6 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 299 7 ; ; : work_w42xlvpc3nagplvbetz6f74zyy 299 8 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 299 9 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 299 10 not not RB work_w42xlvpc3nagplvbetz6f74zyy 299 11 have have VB work_w42xlvpc3nagplvbetz6f74zyy 299 12 built- built- NN work_w42xlvpc3nagplvbetz6f74zyy 299 13 in in IN work_w42xlvpc3nagplvbetz6f74zyy 299 14 hierarchical hierarchical JJ work_w42xlvpc3nagplvbetz6f74zyy 299 15 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 299 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 300 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 300 2 have have VBP work_w42xlvpc3nagplvbetz6f74zyy 300 3 investigated investigate VBN work_w42xlvpc3nagplvbetz6f74zyy 300 4 how how WRB work_w42xlvpc3nagplvbetz6f74zyy 300 5 well well RB work_w42xlvpc3nagplvbetz6f74zyy 300 6 they -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 300 7 can can MD work_w42xlvpc3nagplvbetz6f74zyy 300 8 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 300 9 subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 300 10 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 300 11 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 300 12 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 300 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 300 14 a a DT work_w42xlvpc3nagplvbetz6f74zyy 300 15 phenomenon phenomenon NN work_w42xlvpc3nagplvbetz6f74zyy 300 16 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 300 17 crucially crucially RB work_w42xlvpc3nagplvbetz6f74zyy 300 18 depends depend VBZ work_w42xlvpc3nagplvbetz6f74zyy 300 19 on on IN work_w42xlvpc3nagplvbetz6f74zyy 300 20 hierarchical hierarchical JJ work_w42xlvpc3nagplvbetz6f74zyy 300 21 syntactic syntactic JJ work_w42xlvpc3nagplvbetz6f74zyy 300 22 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 300 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 301 1 When when WRB work_w42xlvpc3nagplvbetz6f74zyy 301 2 provided provide VBN work_w42xlvpc3nagplvbetz6f74zyy 301 3 explicit explicit JJ work_w42xlvpc3nagplvbetz6f74zyy 301 4 supervi- supervi- NN work_w42xlvpc3nagplvbetz6f74zyy 301 5 sion sion NN work_w42xlvpc3nagplvbetz6f74zyy 301 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 301 7 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 301 8 were be VBD work_w42xlvpc3nagplvbetz6f74zyy 301 9 able able JJ work_w42xlvpc3nagplvbetz6f74zyy 301 10 to to TO work_w42xlvpc3nagplvbetz6f74zyy 301 11 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 301 12 to to TO work_w42xlvpc3nagplvbetz6f74zyy 301 13 perform perform VB work_w42xlvpc3nagplvbetz6f74zyy 301 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 301 15 verb- verb- NN work_w42xlvpc3nagplvbetz6f74zyy 301 16 number number NN work_w42xlvpc3nagplvbetz6f74zyy 301 17 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 301 18 task task NN work_w42xlvpc3nagplvbetz6f74zyy 301 19 in in IN work_w42xlvpc3nagplvbetz6f74zyy 301 20 most most JJS work_w42xlvpc3nagplvbetz6f74zyy 301 21 cases case NNS work_w42xlvpc3nagplvbetz6f74zyy 301 22 , , , work_w42xlvpc3nagplvbetz6f74zyy 301 23 although although IN work_w42xlvpc3nagplvbetz6f74zyy 301 24 their -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 301 25 error error NN work_w42xlvpc3nagplvbetz6f74zyy 301 26 rate rate NN work_w42xlvpc3nagplvbetz6f74zyy 301 27 increased increase VBD work_w42xlvpc3nagplvbetz6f74zyy 301 28 on on IN work_w42xlvpc3nagplvbetz6f74zyy 301 29 particularly particularly RB work_w42xlvpc3nagplvbetz6f74zyy 301 30 difficult difficult JJ work_w42xlvpc3nagplvbetz6f74zyy 301 31 sentences sentence NNS work_w42xlvpc3nagplvbetz6f74zyy 301 32 . . . work_w42xlvpc3nagplvbetz6f74zyy 302 1 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 302 2 conclude conclude VBP work_w42xlvpc3nagplvbetz6f74zyy 302 3 that that IN work_w42xlvpc3nagplvbetz6f74zyy 302 4 LSTMs LSTMs NNP work_w42xlvpc3nagplvbetz6f74zyy 302 5 can can MD work_w42xlvpc3nagplvbetz6f74zyy 302 6 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 302 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 302 8 approximate approximate VB work_w42xlvpc3nagplvbetz6f74zyy 302 9 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 302 10 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 302 11 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 302 12 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 302 13 fairly fairly RB work_w42xlvpc3nagplvbetz6f74zyy 302 14 well well RB work_w42xlvpc3nagplvbetz6f74zyy 302 15 given give VBN work_w42xlvpc3nagplvbetz6f74zyy 302 16 ex- ex- XX work_w42xlvpc3nagplvbetz6f74zyy 302 17 plicit plicit JJ work_w42xlvpc3nagplvbetz6f74zyy 302 18 supervision supervision NN work_w42xlvpc3nagplvbetz6f74zyy 302 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 302 20 but but CC work_w42xlvpc3nagplvbetz6f74zyy 302 21 more more JJR work_w42xlvpc3nagplvbetz6f74zyy 302 22 expressive expressive JJ work_w42xlvpc3nagplvbetz6f74zyy 302 23 architectures architecture NNS work_w42xlvpc3nagplvbetz6f74zyy 302 24 may may MD work_w42xlvpc3nagplvbetz6f74zyy 302 25 be be VB work_w42xlvpc3nagplvbetz6f74zyy 302 26 necessary necessary JJ work_w42xlvpc3nagplvbetz6f74zyy 302 27 to to TO work_w42xlvpc3nagplvbetz6f74zyy 302 28 eliminate eliminate VB work_w42xlvpc3nagplvbetz6f74zyy 302 29 errors error NNS work_w42xlvpc3nagplvbetz6f74zyy 302 30 altogether altogether RB work_w42xlvpc3nagplvbetz6f74zyy 302 31 . . . work_w42xlvpc3nagplvbetz6f74zyy 303 1 Fi- fi- IN work_w42xlvpc3nagplvbetz6f74zyy 303 2 nally nally RB work_w42xlvpc3nagplvbetz6f74zyy 303 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 303 4 our -PRON- PRP$ work_w42xlvpc3nagplvbetz6f74zyy 303 5 results result NNS work_w42xlvpc3nagplvbetz6f74zyy 303 6 provide provide VBP work_w42xlvpc3nagplvbetz6f74zyy 303 7 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 303 8 that that IN work_w42xlvpc3nagplvbetz6f74zyy 303 9 the the DT work_w42xlvpc3nagplvbetz6f74zyy 303 10 language language NN work_w42xlvpc3nagplvbetz6f74zyy 303 11 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 303 12 objective objective JJ work_w42xlvpc3nagplvbetz6f74zyy 303 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 303 14 not not RB work_w42xlvpc3nagplvbetz6f74zyy 303 15 by by IN work_w42xlvpc3nagplvbetz6f74zyy 303 16 itself -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 303 17 sufficient sufficient JJ work_w42xlvpc3nagplvbetz6f74zyy 303 18 for for IN work_w42xlvpc3nagplvbetz6f74zyy 303 19 learn- learn- NNP work_w42xlvpc3nagplvbetz6f74zyy 303 20 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 303 21 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 303 22 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 303 23 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 303 24 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 303 25 , , , work_w42xlvpc3nagplvbetz6f74zyy 303 26 and and CC work_w42xlvpc3nagplvbetz6f74zyy 303 27 suggest suggest VBP work_w42xlvpc3nagplvbetz6f74zyy 303 28 that that IN work_w42xlvpc3nagplvbetz6f74zyy 303 29 a a DT work_w42xlvpc3nagplvbetz6f74zyy 303 30 joint joint JJ work_w42xlvpc3nagplvbetz6f74zyy 303 31 training training NN work_w42xlvpc3nagplvbetz6f74zyy 303 32 objective objective NN work_w42xlvpc3nagplvbetz6f74zyy 303 33 can can MD work_w42xlvpc3nagplvbetz6f74zyy 303 34 be be VB work_w42xlvpc3nagplvbetz6f74zyy 303 35 used use VBN work_w42xlvpc3nagplvbetz6f74zyy 303 36 to to TO work_w42xlvpc3nagplvbetz6f74zyy 303 37 supplement supplement VB work_w42xlvpc3nagplvbetz6f74zyy 303 38 language language NN work_w42xlvpc3nagplvbetz6f74zyy 303 39 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 303 40 on on IN work_w42xlvpc3nagplvbetz6f74zyy 303 41 tasks task NNS work_w42xlvpc3nagplvbetz6f74zyy 303 42 for for IN work_w42xlvpc3nagplvbetz6f74zyy 303 43 which which WDT work_w42xlvpc3nagplvbetz6f74zyy 303 44 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 303 45 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 303 46 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 303 47 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 303 48 are be VBP work_w42xlvpc3nagplvbetz6f74zyy 303 49 important important JJ work_w42xlvpc3nagplvbetz6f74zyy 303 50 . . . work_w42xlvpc3nagplvbetz6f74zyy 304 1 532 532 CD work_w42xlvpc3nagplvbetz6f74zyy 304 2 Acknowledgments acknowledgment NNS work_w42xlvpc3nagplvbetz6f74zyy 304 3 We -PRON- PRP work_w42xlvpc3nagplvbetz6f74zyy 304 4 thank thank VBP work_w42xlvpc3nagplvbetz6f74zyy 304 5 Marco Marco NNP work_w42xlvpc3nagplvbetz6f74zyy 304 6 Baroni Baroni NNP work_w42xlvpc3nagplvbetz6f74zyy 304 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 304 8 Grzegorz Grzegorz NNP work_w42xlvpc3nagplvbetz6f74zyy 304 9 Chrupała Chrupała NNP work_w42xlvpc3nagplvbetz6f74zyy 304 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 304 11 Alexan- Alexan- NNP work_w42xlvpc3nagplvbetz6f74zyy 304 12 der der VBD work_w42xlvpc3nagplvbetz6f74zyy 304 13 Clark Clark NNP work_w42xlvpc3nagplvbetz6f74zyy 304 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 304 15 Sol Sol NNP work_w42xlvpc3nagplvbetz6f74zyy 304 16 Lago Lago NNP work_w42xlvpc3nagplvbetz6f74zyy 304 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 304 18 Paul Paul NNP work_w42xlvpc3nagplvbetz6f74zyy 304 19 Smolensky Smolensky NNP work_w42xlvpc3nagplvbetz6f74zyy 304 20 , , , work_w42xlvpc3nagplvbetz6f74zyy 304 21 Benjamin Benjamin NNP work_w42xlvpc3nagplvbetz6f74zyy 304 22 Spector Spector NNP work_w42xlvpc3nagplvbetz6f74zyy 304 23 and and CC work_w42xlvpc3nagplvbetz6f74zyy 304 24 Roberto Roberto NNP work_w42xlvpc3nagplvbetz6f74zyy 304 25 Zamparelli Zamparelli NNP work_w42xlvpc3nagplvbetz6f74zyy 304 26 for for IN work_w42xlvpc3nagplvbetz6f74zyy 304 27 comments comment NNS work_w42xlvpc3nagplvbetz6f74zyy 304 28 and and CC work_w42xlvpc3nagplvbetz6f74zyy 304 29 discussion discussion NN work_w42xlvpc3nagplvbetz6f74zyy 304 30 . . . work_w42xlvpc3nagplvbetz6f74zyy 305 1 This this DT work_w42xlvpc3nagplvbetz6f74zyy 305 2 research research NN work_w42xlvpc3nagplvbetz6f74zyy 305 3 was be VBD work_w42xlvpc3nagplvbetz6f74zyy 305 4 supported support VBN work_w42xlvpc3nagplvbetz6f74zyy 305 5 by by IN work_w42xlvpc3nagplvbetz6f74zyy 305 6 the the DT work_w42xlvpc3nagplvbetz6f74zyy 305 7 European European NNP work_w42xlvpc3nagplvbetz6f74zyy 305 8 Research Research NNP work_w42xlvpc3nagplvbetz6f74zyy 305 9 Council Council NNP work_w42xlvpc3nagplvbetz6f74zyy 305 10 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 305 11 grant grant VB work_w42xlvpc3nagplvbetz6f74zyy 305 12 ERC-2011-AdG ERC-2011-AdG NNP work_w42xlvpc3nagplvbetz6f74zyy 305 13 295810 295810 CD work_w42xlvpc3nagplvbetz6f74zyy 305 14 BOOTPHON BOOTPHON NNS work_w42xlvpc3nagplvbetz6f74zyy 305 15 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 305 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 305 17 the the DT work_w42xlvpc3nagplvbetz6f74zyy 305 18 Agence Agence NNP work_w42xlvpc3nagplvbetz6f74zyy 305 19 Nationale Nationale NNP work_w42xlvpc3nagplvbetz6f74zyy 305 20 pour pour VBP work_w42xlvpc3nagplvbetz6f74zyy 305 21 la la NNP work_w42xlvpc3nagplvbetz6f74zyy 305 22 Recherche Recherche NNP work_w42xlvpc3nagplvbetz6f74zyy 305 23 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 305 24 grants grant NNS work_w42xlvpc3nagplvbetz6f74zyy 305 25 ANR-10-IDEX-0001 ANR-10-IDEX-0001 NNP work_w42xlvpc3nagplvbetz6f74zyy 305 26 - - : work_w42xlvpc3nagplvbetz6f74zyy 305 27 02 02 CD work_w42xlvpc3nagplvbetz6f74zyy 305 28 PSL psl NN work_w42xlvpc3nagplvbetz6f74zyy 305 29 and and CC work_w42xlvpc3nagplvbetz6f74zyy 305 30 ANR-10-LABX-0087 ANR-10-LABX-0087 NNP work_w42xlvpc3nagplvbetz6f74zyy 305 31 IEC IEC NNP work_w42xlvpc3nagplvbetz6f74zyy 305 32 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 305 33 and and CC work_w42xlvpc3nagplvbetz6f74zyy 305 34 the the DT work_w42xlvpc3nagplvbetz6f74zyy 305 35 Israeli Israeli NNP work_w42xlvpc3nagplvbetz6f74zyy 305 36 Science Science NNP work_w42xlvpc3nagplvbetz6f74zyy 305 37 Foundation Foundation NNP work_w42xlvpc3nagplvbetz6f74zyy 305 38 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 305 39 grant grant VB work_w42xlvpc3nagplvbetz6f74zyy 305 40 number number NN work_w42xlvpc3nagplvbetz6f74zyy 305 41 1555/15 1555/15 CD work_w42xlvpc3nagplvbetz6f74zyy 305 42 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 305 43 . . . work_w42xlvpc3nagplvbetz6f74zyy 306 1 References References NNPS work_w42xlvpc3nagplvbetz6f74zyy 306 2 Joseph Joseph NNP work_w42xlvpc3nagplvbetz6f74zyy 306 3 Allen Allen NNP work_w42xlvpc3nagplvbetz6f74zyy 306 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 306 5 Mark Mark NNP work_w42xlvpc3nagplvbetz6f74zyy 306 6 S. S. NNP work_w42xlvpc3nagplvbetz6f74zyy 306 7 Seidenberg Seidenberg NNP work_w42xlvpc3nagplvbetz6f74zyy 306 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 307 1 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 307 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 308 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 308 2 emer- emer- JJ work_w42xlvpc3nagplvbetz6f74zyy 308 3 gence gence NN work_w42xlvpc3nagplvbetz6f74zyy 308 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 308 5 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 308 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 308 7 connectionist connectionist JJ work_w42xlvpc3nagplvbetz6f74zyy 308 8 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 308 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 309 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 309 2 Brian Brian NNP work_w42xlvpc3nagplvbetz6f74zyy 309 3 MacWhinney MacWhinney NNP work_w42xlvpc3nagplvbetz6f74zyy 309 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 309 5 editor editor NN work_w42xlvpc3nagplvbetz6f74zyy 309 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 309 7 Emergentist Emergentist NNP work_w42xlvpc3nagplvbetz6f74zyy 309 8 approaches approach NNS work_w42xlvpc3nagplvbetz6f74zyy 309 9 to to TO work_w42xlvpc3nagplvbetz6f74zyy 309 10 language language VB work_w42xlvpc3nagplvbetz6f74zyy 309 11 : : : work_w42xlvpc3nagplvbetz6f74zyy 309 12 Proceedings proceeding NNS work_w42xlvpc3nagplvbetz6f74zyy 309 13 of of IN work_w42xlvpc3nagplvbetz6f74zyy 309 14 the the DT work_w42xlvpc3nagplvbetz6f74zyy 309 15 28th 28th JJ work_w42xlvpc3nagplvbetz6f74zyy 309 16 Carnegie Carnegie NNP work_w42xlvpc3nagplvbetz6f74zyy 309 17 sym- sym- IN work_w42xlvpc3nagplvbetz6f74zyy 309 18 posium posium NN work_w42xlvpc3nagplvbetz6f74zyy 309 19 on on IN work_w42xlvpc3nagplvbetz6f74zyy 309 20 cognition cognition NN work_w42xlvpc3nagplvbetz6f74zyy 309 21 , , , work_w42xlvpc3nagplvbetz6f74zyy 309 22 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 309 23 115–151 115–151 CD work_w42xlvpc3nagplvbetz6f74zyy 309 24 . . . work_w42xlvpc3nagplvbetz6f74zyy 310 1 Mahwah Mahwah NNP work_w42xlvpc3nagplvbetz6f74zyy 310 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 310 3 NJ NJ NNP work_w42xlvpc3nagplvbetz6f74zyy 310 4 : : : work_w42xlvpc3nagplvbetz6f74zyy 310 5 Erlbaum Erlbaum NNP work_w42xlvpc3nagplvbetz6f74zyy 310 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 311 1 Dzmitry Dzmitry NNP work_w42xlvpc3nagplvbetz6f74zyy 311 2 Bahdanau Bahdanau NNP work_w42xlvpc3nagplvbetz6f74zyy 311 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 311 4 Kyunghyun Kyunghyun NNP work_w42xlvpc3nagplvbetz6f74zyy 311 5 Cho Cho NNP work_w42xlvpc3nagplvbetz6f74zyy 311 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 311 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 311 8 Yoshua Yoshua NNP work_w42xlvpc3nagplvbetz6f74zyy 311 9 Bengio Bengio NNP work_w42xlvpc3nagplvbetz6f74zyy 311 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 312 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 312 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 313 1 Neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 313 2 machine machine NN work_w42xlvpc3nagplvbetz6f74zyy 313 3 translation translation NN work_w42xlvpc3nagplvbetz6f74zyy 313 4 by by IN work_w42xlvpc3nagplvbetz6f74zyy 313 5 jointly jointly RB work_w42xlvpc3nagplvbetz6f74zyy 313 6 learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 313 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 313 8 align align VB work_w42xlvpc3nagplvbetz6f74zyy 313 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 313 10 translate translate VB work_w42xlvpc3nagplvbetz6f74zyy 313 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 314 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 314 2 International International NNP work_w42xlvpc3nagplvbetz6f74zyy 314 3 Conference Conference NNP work_w42xlvpc3nagplvbetz6f74zyy 314 4 for for IN work_w42xlvpc3nagplvbetz6f74zyy 314 5 Learning Learning NNP work_w42xlvpc3nagplvbetz6f74zyy 314 6 Representations Representations NNPS work_w42xlvpc3nagplvbetz6f74zyy 314 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 315 1 Emily Emily NNP work_w42xlvpc3nagplvbetz6f74zyy 315 2 M. M. NNP work_w42xlvpc3nagplvbetz6f74zyy 315 3 Bender Bender NNP work_w42xlvpc3nagplvbetz6f74zyy 315 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 315 5 Dan Dan NNP work_w42xlvpc3nagplvbetz6f74zyy 315 6 Flickinger Flickinger NNP work_w42xlvpc3nagplvbetz6f74zyy 315 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 315 8 Stephan Stephan NNP work_w42xlvpc3nagplvbetz6f74zyy 315 9 Oepen Oepen NNP work_w42xlvpc3nagplvbetz6f74zyy 315 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 315 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 315 12 Yi Yi NNP work_w42xlvpc3nagplvbetz6f74zyy 315 13 Zhang Zhang NNP work_w42xlvpc3nagplvbetz6f74zyy 315 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 316 1 2011 2011 CD work_w42xlvpc3nagplvbetz6f74zyy 316 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 317 1 Parser Parser NNP work_w42xlvpc3nagplvbetz6f74zyy 317 2 evaluation evaluation NN work_w42xlvpc3nagplvbetz6f74zyy 317 3 over over IN work_w42xlvpc3nagplvbetz6f74zyy 317 4 local local JJ work_w42xlvpc3nagplvbetz6f74zyy 317 5 and and CC work_w42xlvpc3nagplvbetz6f74zyy 317 6 non non JJ work_w42xlvpc3nagplvbetz6f74zyy 317 7 - - JJ work_w42xlvpc3nagplvbetz6f74zyy 317 8 local local JJ work_w42xlvpc3nagplvbetz6f74zyy 317 9 deep deep JJ work_w42xlvpc3nagplvbetz6f74zyy 317 10 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 317 11 in in IN work_w42xlvpc3nagplvbetz6f74zyy 317 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 317 13 large large JJ work_w42xlvpc3nagplvbetz6f74zyy 317 14 corpus corpus NN work_w42xlvpc3nagplvbetz6f74zyy 317 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 318 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 318 2 Pro- Pro- NNP work_w42xlvpc3nagplvbetz6f74zyy 318 3 ceedings ceeding NNS work_w42xlvpc3nagplvbetz6f74zyy 318 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 318 5 EMNLP emnlp NN work_w42xlvpc3nagplvbetz6f74zyy 318 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 318 7 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 318 8 397–408 397–408 CD work_w42xlvpc3nagplvbetz6f74zyy 318 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 319 1 Kathryn Kathryn NNP work_w42xlvpc3nagplvbetz6f74zyy 319 2 Bock Bock NNP work_w42xlvpc3nagplvbetz6f74zyy 319 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 319 4 Carol Carol NNP work_w42xlvpc3nagplvbetz6f74zyy 319 5 A. A. NNP work_w42xlvpc3nagplvbetz6f74zyy 319 6 Miller Miller NNP work_w42xlvpc3nagplvbetz6f74zyy 319 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 320 1 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 320 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 321 1 Broken Broken NNP work_w42xlvpc3nagplvbetz6f74zyy 321 2 agree- agree- NNP work_w42xlvpc3nagplvbetz6f74zyy 321 3 ment ment NN work_w42xlvpc3nagplvbetz6f74zyy 321 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 322 1 Cognitive Cognitive NNP work_w42xlvpc3nagplvbetz6f74zyy 322 2 Psychology Psychology NNP work_w42xlvpc3nagplvbetz6f74zyy 322 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 322 4 23(1):45–93 23(1):45–93 CD work_w42xlvpc3nagplvbetz6f74zyy 322 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 323 1 Melissa Melissa NNP work_w42xlvpc3nagplvbetz6f74zyy 323 2 Bowerman Bowerman NNP work_w42xlvpc3nagplvbetz6f74zyy 323 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 324 1 1988 1988 CD work_w42xlvpc3nagplvbetz6f74zyy 324 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 325 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 325 2 “ " `` work_w42xlvpc3nagplvbetz6f74zyy 325 3 no no DT work_w42xlvpc3nagplvbetz6f74zyy 325 4 negative negative JJ work_w42xlvpc3nagplvbetz6f74zyy 325 5 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 325 6 ” " '' work_w42xlvpc3nagplvbetz6f74zyy 325 7 problem problem NN work_w42xlvpc3nagplvbetz6f74zyy 325 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 325 9 How how WRB work_w42xlvpc3nagplvbetz6f74zyy 325 10 do do VBP work_w42xlvpc3nagplvbetz6f74zyy 325 11 children child NNS work_w42xlvpc3nagplvbetz6f74zyy 325 12 avoid avoid VB work_w42xlvpc3nagplvbetz6f74zyy 325 13 constructing construct VBG work_w42xlvpc3nagplvbetz6f74zyy 325 14 an an DT work_w42xlvpc3nagplvbetz6f74zyy 325 15 overly overly RB work_w42xlvpc3nagplvbetz6f74zyy 325 16 general general JJ work_w42xlvpc3nagplvbetz6f74zyy 325 17 grammar grammar NN work_w42xlvpc3nagplvbetz6f74zyy 325 18 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 326 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 326 2 John John NNP work_w42xlvpc3nagplvbetz6f74zyy 326 3 A. A. NNP work_w42xlvpc3nagplvbetz6f74zyy 326 4 Hawkins Hawkins NNP work_w42xlvpc3nagplvbetz6f74zyy 326 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 326 6 editor editor NN work_w42xlvpc3nagplvbetz6f74zyy 326 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 326 8 Explain- Explain- NNP work_w42xlvpc3nagplvbetz6f74zyy 326 9 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 326 10 language language NN work_w42xlvpc3nagplvbetz6f74zyy 326 11 universals universal NNS work_w42xlvpc3nagplvbetz6f74zyy 326 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 326 13 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 326 14 73–101 73–101 CD work_w42xlvpc3nagplvbetz6f74zyy 326 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 327 1 Oxford Oxford NNP work_w42xlvpc3nagplvbetz6f74zyy 327 2 : : : work_w42xlvpc3nagplvbetz6f74zyy 327 3 Basil Basil NNP work_w42xlvpc3nagplvbetz6f74zyy 327 4 Blackwell Blackwell NNP work_w42xlvpc3nagplvbetz6f74zyy 327 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 328 1 Samuel Samuel NNP work_w42xlvpc3nagplvbetz6f74zyy 328 2 R. R. NNP work_w42xlvpc3nagplvbetz6f74zyy 328 3 Bowman Bowman NNP work_w42xlvpc3nagplvbetz6f74zyy 328 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 328 5 Christopher Christopher NNP work_w42xlvpc3nagplvbetz6f74zyy 328 6 D. D. NNP work_w42xlvpc3nagplvbetz6f74zyy 328 7 Manning Manning NNP work_w42xlvpc3nagplvbetz6f74zyy 328 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 328 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 328 10 Christopher Christopher NNP work_w42xlvpc3nagplvbetz6f74zyy 328 11 Potts Potts NNP work_w42xlvpc3nagplvbetz6f74zyy 328 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 329 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 329 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 330 1 Tree tree NN work_w42xlvpc3nagplvbetz6f74zyy 330 2 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 330 3 structured structure VBN work_w42xlvpc3nagplvbetz6f74zyy 330 4 composi- composi- FW work_w42xlvpc3nagplvbetz6f74zyy 330 5 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 330 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 330 7 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 330 8 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 330 9 without without IN work_w42xlvpc3nagplvbetz6f74zyy 330 10 tree tree NN work_w42xlvpc3nagplvbetz6f74zyy 330 11 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 330 12 structured structure VBN work_w42xlvpc3nagplvbetz6f74zyy 330 13 archi- archi- NN work_w42xlvpc3nagplvbetz6f74zyy 330 14 tectures tecture NNS work_w42xlvpc3nagplvbetz6f74zyy 330 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 331 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 331 2 Proceedings proceeding NNS work_w42xlvpc3nagplvbetz6f74zyy 331 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 331 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 331 5 NIPS NIPS NNP work_w42xlvpc3nagplvbetz6f74zyy 331 6 Workshop Workshop NNP work_w42xlvpc3nagplvbetz6f74zyy 331 7 on on IN work_w42xlvpc3nagplvbetz6f74zyy 331 8 Cog- Cog- NNP work_w42xlvpc3nagplvbetz6f74zyy 331 9 nitive nitive JJ work_w42xlvpc3nagplvbetz6f74zyy 331 10 Computation computation NN work_w42xlvpc3nagplvbetz6f74zyy 331 11 : : : work_w42xlvpc3nagplvbetz6f74zyy 331 12 Integrating integrate VBG work_w42xlvpc3nagplvbetz6f74zyy 331 13 Neural Neural NNP work_w42xlvpc3nagplvbetz6f74zyy 331 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 331 15 Symbolic Symbolic NNP work_w42xlvpc3nagplvbetz6f74zyy 331 16 Approaches approach NNS work_w42xlvpc3nagplvbetz6f74zyy 331 17 . . . work_w42xlvpc3nagplvbetz6f74zyy 332 1 Bo Bo NNP work_w42xlvpc3nagplvbetz6f74zyy 332 2 Cartling Cartling NNP work_w42xlvpc3nagplvbetz6f74zyy 332 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 333 1 2008 2008 CD work_w42xlvpc3nagplvbetz6f74zyy 333 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 334 1 On on IN work_w42xlvpc3nagplvbetz6f74zyy 334 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 334 3 implicit implicit JJ work_w42xlvpc3nagplvbetz6f74zyy 334 4 acquisition acquisition NN work_w42xlvpc3nagplvbetz6f74zyy 334 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 334 6 a a DT work_w42xlvpc3nagplvbetz6f74zyy 334 7 context context NN work_w42xlvpc3nagplvbetz6f74zyy 334 8 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 334 9 free free JJ work_w42xlvpc3nagplvbetz6f74zyy 334 10 grammar grammar NN work_w42xlvpc3nagplvbetz6f74zyy 334 11 by by IN work_w42xlvpc3nagplvbetz6f74zyy 334 12 a a DT work_w42xlvpc3nagplvbetz6f74zyy 334 13 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 334 14 recurrent recurrent NN work_w42xlvpc3nagplvbetz6f74zyy 334 15 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 334 16 net- net- NN work_w42xlvpc3nagplvbetz6f74zyy 334 17 work work NN work_w42xlvpc3nagplvbetz6f74zyy 334 18 . . . work_w42xlvpc3nagplvbetz6f74zyy 335 1 Neurocomputing neurocomputing JJ work_w42xlvpc3nagplvbetz6f74zyy 335 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 335 3 71(7):1527–1537 71(7):1527–1537 CD work_w42xlvpc3nagplvbetz6f74zyy 335 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 336 1 Rich Rich NNP work_w42xlvpc3nagplvbetz6f74zyy 336 2 Caruana Caruana NNP work_w42xlvpc3nagplvbetz6f74zyy 336 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 337 1 1998 1998 CD work_w42xlvpc3nagplvbetz6f74zyy 337 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 338 1 Multitask multitask NN work_w42xlvpc3nagplvbetz6f74zyy 338 2 learning learning NN work_w42xlvpc3nagplvbetz6f74zyy 338 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 339 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 339 2 Sebastian Sebastian NNP work_w42xlvpc3nagplvbetz6f74zyy 339 3 Thrun Thrun NNP work_w42xlvpc3nagplvbetz6f74zyy 339 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 339 5 Lorien Lorien NNP work_w42xlvpc3nagplvbetz6f74zyy 339 6 Pratt Pratt NNP work_w42xlvpc3nagplvbetz6f74zyy 339 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 339 8 editors editor NNS work_w42xlvpc3nagplvbetz6f74zyy 339 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 339 10 Learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 339 11 to to TO work_w42xlvpc3nagplvbetz6f74zyy 339 12 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 339 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 339 14 pages page NNS work_w42xlvpc3nagplvbetz6f74zyy 339 15 95–133 95–133 CD work_w42xlvpc3nagplvbetz6f74zyy 339 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 340 1 Boston Boston NNP work_w42xlvpc3nagplvbetz6f74zyy 340 2 : : : work_w42xlvpc3nagplvbetz6f74zyy 340 3 Kluwer Kluwer NNP work_w42xlvpc3nagplvbetz6f74zyy 340 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 341 1 Ciprian Ciprian NNP work_w42xlvpc3nagplvbetz6f74zyy 341 2 Chelba Chelba NNP work_w42xlvpc3nagplvbetz6f74zyy 341 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 341 4 Tomas Tomas NNP work_w42xlvpc3nagplvbetz6f74zyy 341 5 Mikolov Mikolov NNP work_w42xlvpc3nagplvbetz6f74zyy 341 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 341 7 Mike Mike NNP work_w42xlvpc3nagplvbetz6f74zyy 341 8 Schuster Schuster NNP work_w42xlvpc3nagplvbetz6f74zyy 341 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 341 10 Qi Qi NNP work_w42xlvpc3nagplvbetz6f74zyy 341 11 Ge Ge NNP work_w42xlvpc3nagplvbetz6f74zyy 341 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 341 13 Thorsten Thorsten NNP work_w42xlvpc3nagplvbetz6f74zyy 341 14 Brants Brants NNP work_w42xlvpc3nagplvbetz6f74zyy 341 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 341 16 Phillipp Phillipp NNP work_w42xlvpc3nagplvbetz6f74zyy 341 17 Koehn Koehn NNP work_w42xlvpc3nagplvbetz6f74zyy 341 18 , , , work_w42xlvpc3nagplvbetz6f74zyy 341 19 and and CC work_w42xlvpc3nagplvbetz6f74zyy 341 20 Tony Tony NNP work_w42xlvpc3nagplvbetz6f74zyy 341 21 Robin- Robin- NNP work_w42xlvpc3nagplvbetz6f74zyy 341 22 son son NN work_w42xlvpc3nagplvbetz6f74zyy 341 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 342 1 2013 2013 CD work_w42xlvpc3nagplvbetz6f74zyy 342 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 343 1 One one CD work_w42xlvpc3nagplvbetz6f74zyy 343 2 billion billion CD work_w42xlvpc3nagplvbetz6f74zyy 343 3 word word NN work_w42xlvpc3nagplvbetz6f74zyy 343 4 benchmark benchmark NN work_w42xlvpc3nagplvbetz6f74zyy 343 5 for for IN work_w42xlvpc3nagplvbetz6f74zyy 343 6 measur- measur- NNP work_w42xlvpc3nagplvbetz6f74zyy 343 7 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 343 8 progress progress NN work_w42xlvpc3nagplvbetz6f74zyy 343 9 in in IN work_w42xlvpc3nagplvbetz6f74zyy 343 10 statistical statistical JJ work_w42xlvpc3nagplvbetz6f74zyy 343 11 language language NN work_w42xlvpc3nagplvbetz6f74zyy 343 12 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 343 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 344 1 arXiv arXiv NNP work_w42xlvpc3nagplvbetz6f74zyy 344 2 preprint preprint NN work_w42xlvpc3nagplvbetz6f74zyy 344 3 arXiv:1312.3005 arXiv:1312.3005 NNP work_w42xlvpc3nagplvbetz6f74zyy 344 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 345 1 Kyunghyun Kyunghyun NNP work_w42xlvpc3nagplvbetz6f74zyy 345 2 Cho Cho NNP work_w42xlvpc3nagplvbetz6f74zyy 345 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 345 4 Bart Bart NNP work_w42xlvpc3nagplvbetz6f74zyy 345 5 van van NNP work_w42xlvpc3nagplvbetz6f74zyy 345 6 Merrienboer Merrienboer NNP work_w42xlvpc3nagplvbetz6f74zyy 345 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 345 8 Caglar Caglar NNP work_w42xlvpc3nagplvbetz6f74zyy 345 9 Gulcehre Gulcehre NNP work_w42xlvpc3nagplvbetz6f74zyy 345 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 345 11 Dzmitry Dzmitry NNP work_w42xlvpc3nagplvbetz6f74zyy 345 12 Bahdanau Bahdanau NNP work_w42xlvpc3nagplvbetz6f74zyy 345 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 345 14 Fethi Fethi NNP work_w42xlvpc3nagplvbetz6f74zyy 345 15 Bougares Bougares NNP work_w42xlvpc3nagplvbetz6f74zyy 345 16 , , , work_w42xlvpc3nagplvbetz6f74zyy 345 17 Holger Holger NNP work_w42xlvpc3nagplvbetz6f74zyy 345 18 Schwenk Schwenk NNP work_w42xlvpc3nagplvbetz6f74zyy 345 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 345 20 and and CC work_w42xlvpc3nagplvbetz6f74zyy 345 21 Yoshua Yoshua NNP work_w42xlvpc3nagplvbetz6f74zyy 345 22 Bengio Bengio NNP work_w42xlvpc3nagplvbetz6f74zyy 345 23 . . . work_w42xlvpc3nagplvbetz6f74zyy 346 1 2014 2014 CD work_w42xlvpc3nagplvbetz6f74zyy 346 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 347 1 Learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 347 2 phrase phrase NN work_w42xlvpc3nagplvbetz6f74zyy 347 3 repre- repre- NN work_w42xlvpc3nagplvbetz6f74zyy 347 4 sentations sentation NNS work_w42xlvpc3nagplvbetz6f74zyy 347 5 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 347 6 RNN RNN NNP work_w42xlvpc3nagplvbetz6f74zyy 347 7 encoder encoder NN work_w42xlvpc3nagplvbetz6f74zyy 347 8 – – : work_w42xlvpc3nagplvbetz6f74zyy 347 9 decoder decoder NN work_w42xlvpc3nagplvbetz6f74zyy 347 10 for for IN work_w42xlvpc3nagplvbetz6f74zyy 347 11 statistical statistical JJ work_w42xlvpc3nagplvbetz6f74zyy 347 12 machine machine NN work_w42xlvpc3nagplvbetz6f74zyy 347 13 translation translation NN work_w42xlvpc3nagplvbetz6f74zyy 347 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 348 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 348 2 Proceedings Proceedings NNP work_w42xlvpc3nagplvbetz6f74zyy 348 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 348 4 EMNLP EMNLP NNP work_w42xlvpc3nagplvbetz6f74zyy 348 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 348 6 pages page NNS work_w42xlvpc3nagplvbetz6f74zyy 348 7 1724–1734 1724–1734 CD work_w42xlvpc3nagplvbetz6f74zyy 348 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 349 1 Noam Noam NNP work_w42xlvpc3nagplvbetz6f74zyy 349 2 Chomsky Chomsky NNP work_w42xlvpc3nagplvbetz6f74zyy 349 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 350 1 1965 1965 CD work_w42xlvpc3nagplvbetz6f74zyy 350 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 351 1 Aspects aspect NNS work_w42xlvpc3nagplvbetz6f74zyy 351 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 351 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 351 4 Theory Theory NNP work_w42xlvpc3nagplvbetz6f74zyy 351 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 351 6 Syntax Syntax NNP work_w42xlvpc3nagplvbetz6f74zyy 351 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 352 1 Cambridge Cambridge NNP work_w42xlvpc3nagplvbetz6f74zyy 352 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 352 3 MA MA NNP work_w42xlvpc3nagplvbetz6f74zyy 352 4 : : : work_w42xlvpc3nagplvbetz6f74zyy 352 5 MIT MIT NNP work_w42xlvpc3nagplvbetz6f74zyy 352 6 press press NN work_w42xlvpc3nagplvbetz6f74zyy 352 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 353 1 Alexander Alexander NNP work_w42xlvpc3nagplvbetz6f74zyy 353 2 Clark Clark NNP work_w42xlvpc3nagplvbetz6f74zyy 353 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 353 4 Gianluca Gianluca NNP work_w42xlvpc3nagplvbetz6f74zyy 353 5 Giorgolo Giorgolo NNP work_w42xlvpc3nagplvbetz6f74zyy 353 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 353 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 353 8 Shalom Shalom NNP work_w42xlvpc3nagplvbetz6f74zyy 353 9 Lap- Lap- NNP work_w42xlvpc3nagplvbetz6f74zyy 353 10 pin pin NN work_w42xlvpc3nagplvbetz6f74zyy 353 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 354 1 2013 2013 CD work_w42xlvpc3nagplvbetz6f74zyy 354 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 355 1 Statistical statistical JJ work_w42xlvpc3nagplvbetz6f74zyy 355 2 representation representation NN work_w42xlvpc3nagplvbetz6f74zyy 355 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 355 4 grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 355 5 judgements judgement NNS work_w42xlvpc3nagplvbetz6f74zyy 355 6 : : : work_w42xlvpc3nagplvbetz6f74zyy 355 7 The the DT work_w42xlvpc3nagplvbetz6f74zyy 355 8 limits limit NNS work_w42xlvpc3nagplvbetz6f74zyy 355 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 355 10 n n JJ work_w42xlvpc3nagplvbetz6f74zyy 355 11 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 355 12 gram gram NN work_w42xlvpc3nagplvbetz6f74zyy 355 13 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 355 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 356 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 356 2 Proceed- Proceed- NNP work_w42xlvpc3nagplvbetz6f74zyy 356 3 ings ing NNS work_w42xlvpc3nagplvbetz6f74zyy 356 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 356 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 356 6 Fourth Fourth NNP work_w42xlvpc3nagplvbetz6f74zyy 356 7 Annual Annual NNP work_w42xlvpc3nagplvbetz6f74zyy 356 8 Workshop Workshop NNP work_w42xlvpc3nagplvbetz6f74zyy 356 9 on on IN work_w42xlvpc3nagplvbetz6f74zyy 356 10 Cognitive Cognitive NNP work_w42xlvpc3nagplvbetz6f74zyy 356 11 Mod- Mod- NNP work_w42xlvpc3nagplvbetz6f74zyy 356 12 eling ele VBG work_w42xlvpc3nagplvbetz6f74zyy 356 13 and and CC work_w42xlvpc3nagplvbetz6f74zyy 356 14 Computational Computational NNP work_w42xlvpc3nagplvbetz6f74zyy 356 15 Linguistics Linguistics NNPS work_w42xlvpc3nagplvbetz6f74zyy 356 16 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 356 17 CMCL CMCL NNP work_w42xlvpc3nagplvbetz6f74zyy 356 18 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 356 19 , , , work_w42xlvpc3nagplvbetz6f74zyy 356 20 pages page NNS work_w42xlvpc3nagplvbetz6f74zyy 356 21 28–36 28–36 CD work_w42xlvpc3nagplvbetz6f74zyy 356 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 357 1 Chris Chris NNP work_w42xlvpc3nagplvbetz6f74zyy 357 2 Dyer Dyer NNP work_w42xlvpc3nagplvbetz6f74zyy 357 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 357 4 Adhiguna Adhiguna NNP work_w42xlvpc3nagplvbetz6f74zyy 357 5 Kuncoro Kuncoro NNP work_w42xlvpc3nagplvbetz6f74zyy 357 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 357 7 Miguel Miguel NNP work_w42xlvpc3nagplvbetz6f74zyy 357 8 Ballesteros Ballesteros NNP work_w42xlvpc3nagplvbetz6f74zyy 357 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 357 10 and and CC work_w42xlvpc3nagplvbetz6f74zyy 357 11 A. A. NNP work_w42xlvpc3nagplvbetz6f74zyy 357 12 Noah Noah NNP work_w42xlvpc3nagplvbetz6f74zyy 357 13 Smith Smith NNP work_w42xlvpc3nagplvbetz6f74zyy 357 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 358 1 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 358 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 359 1 Recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 359 2 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 359 3 network network NN work_w42xlvpc3nagplvbetz6f74zyy 359 4 gram- gram- VBD work_w42xlvpc3nagplvbetz6f74zyy 359 5 mars mars NNP work_w42xlvpc3nagplvbetz6f74zyy 359 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 360 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 360 2 Proceedings Proceedings NNP work_w42xlvpc3nagplvbetz6f74zyy 360 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 360 4 NAACL NAACL NNP work_w42xlvpc3nagplvbetz6f74zyy 360 5 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 360 6 HLT HLT NNP work_w42xlvpc3nagplvbetz6f74zyy 360 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 360 8 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 360 9 199–209 199–209 CD work_w42xlvpc3nagplvbetz6f74zyy 360 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 361 1 Kathleen Kathleen NNP work_w42xlvpc3nagplvbetz6f74zyy 361 2 M. M. NNP work_w42xlvpc3nagplvbetz6f74zyy 361 3 Eberhard Eberhard NNP work_w42xlvpc3nagplvbetz6f74zyy 361 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 361 5 J. J. NNP work_w42xlvpc3nagplvbetz6f74zyy 361 6 Cooper Cooper NNP work_w42xlvpc3nagplvbetz6f74zyy 361 7 Cutting Cutting NNP work_w42xlvpc3nagplvbetz6f74zyy 361 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 361 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 361 10 Kathryn Kathryn NNP work_w42xlvpc3nagplvbetz6f74zyy 361 11 Bock Bock NNP work_w42xlvpc3nagplvbetz6f74zyy 361 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 362 1 2005 2005 CD work_w42xlvpc3nagplvbetz6f74zyy 362 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 363 1 Making make VBG work_w42xlvpc3nagplvbetz6f74zyy 363 2 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 363 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 363 4 sense sense NN work_w42xlvpc3nagplvbetz6f74zyy 363 5 : : : work_w42xlvpc3nagplvbetz6f74zyy 363 6 Number Number NNP work_w42xlvpc3nagplvbetz6f74zyy 363 7 agree- agree- NN work_w42xlvpc3nagplvbetz6f74zyy 363 8 ment ment JJ work_w42xlvpc3nagplvbetz6f74zyy 363 9 in in IN work_w42xlvpc3nagplvbetz6f74zyy 363 10 sentence sentence NN work_w42xlvpc3nagplvbetz6f74zyy 363 11 production production NN work_w42xlvpc3nagplvbetz6f74zyy 363 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 364 1 Psychological Psychological NNP work_w42xlvpc3nagplvbetz6f74zyy 364 2 Review Review NNP work_w42xlvpc3nagplvbetz6f74zyy 364 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 364 4 112(3):531–559 112(3):531–559 CD work_w42xlvpc3nagplvbetz6f74zyy 364 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 365 1 Jeffrey Jeffrey NNP work_w42xlvpc3nagplvbetz6f74zyy 365 2 L. L. NNP work_w42xlvpc3nagplvbetz6f74zyy 365 3 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 365 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 366 1 1990 1990 CD work_w42xlvpc3nagplvbetz6f74zyy 366 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 367 1 Finding find VBG work_w42xlvpc3nagplvbetz6f74zyy 367 2 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 367 3 in in IN work_w42xlvpc3nagplvbetz6f74zyy 367 4 time time NN work_w42xlvpc3nagplvbetz6f74zyy 367 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 368 1 Cogni- Cogni- NNP work_w42xlvpc3nagplvbetz6f74zyy 368 2 tive tive JJ work_w42xlvpc3nagplvbetz6f74zyy 368 3 Science Science NNP work_w42xlvpc3nagplvbetz6f74zyy 368 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 368 5 14(2):179–211 14(2):179–211 CD work_w42xlvpc3nagplvbetz6f74zyy 368 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 369 1 Jeffrey Jeffrey NNP work_w42xlvpc3nagplvbetz6f74zyy 369 2 L. L. NNP work_w42xlvpc3nagplvbetz6f74zyy 369 3 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 369 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 370 1 1991 1991 CD work_w42xlvpc3nagplvbetz6f74zyy 370 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 371 1 Distributed distribute VBN work_w42xlvpc3nagplvbetz6f74zyy 371 2 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 371 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 371 4 sim- sim- NNP work_w42xlvpc3nagplvbetz6f74zyy 371 5 ple ple NNP work_w42xlvpc3nagplvbetz6f74zyy 371 6 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 371 7 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 371 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 371 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 371 10 grammatical grammatical JJ work_w42xlvpc3nagplvbetz6f74zyy 371 11 structure structure NN work_w42xlvpc3nagplvbetz6f74zyy 371 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 372 1 Ma- ma- DT work_w42xlvpc3nagplvbetz6f74zyy 372 2 chine chine NN work_w42xlvpc3nagplvbetz6f74zyy 372 3 Learning Learning NNP work_w42xlvpc3nagplvbetz6f74zyy 372 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 372 5 7(2 7(2 NNP work_w42xlvpc3nagplvbetz6f74zyy 372 6 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 372 7 3):195–225 3):195–225 CD work_w42xlvpc3nagplvbetz6f74zyy 372 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 373 1 Jeffrey Jeffrey NNP work_w42xlvpc3nagplvbetz6f74zyy 373 2 L. L. NNP work_w42xlvpc3nagplvbetz6f74zyy 373 3 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 373 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 374 1 1993 1993 CD work_w42xlvpc3nagplvbetz6f74zyy 374 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 375 1 Learning learning NN work_w42xlvpc3nagplvbetz6f74zyy 375 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 375 3 development development NN work_w42xlvpc3nagplvbetz6f74zyy 375 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 375 5 neu- neu- JJ work_w42xlvpc3nagplvbetz6f74zyy 375 6 ral ral JJ work_w42xlvpc3nagplvbetz6f74zyy 375 7 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 375 8 : : : work_w42xlvpc3nagplvbetz6f74zyy 375 9 The the DT work_w42xlvpc3nagplvbetz6f74zyy 375 10 importance importance NN work_w42xlvpc3nagplvbetz6f74zyy 375 11 of of IN work_w42xlvpc3nagplvbetz6f74zyy 375 12 starting start VBG work_w42xlvpc3nagplvbetz6f74zyy 375 13 small small JJ work_w42xlvpc3nagplvbetz6f74zyy 375 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 376 1 Cogni- Cogni- NNP work_w42xlvpc3nagplvbetz6f74zyy 376 2 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 376 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 376 4 48(1):71–99 48(1):71–99 CD work_w42xlvpc3nagplvbetz6f74zyy 376 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 377 1 Martin Martin NNP work_w42xlvpc3nagplvbetz6f74zyy 377 2 B. B. NNP work_w42xlvpc3nagplvbetz6f74zyy 377 3 H. H. NNP work_w42xlvpc3nagplvbetz6f74zyy 377 4 Everaert Everaert NNP work_w42xlvpc3nagplvbetz6f74zyy 377 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 377 6 Marinus Marinus NNP work_w42xlvpc3nagplvbetz6f74zyy 377 7 A. a. NN work_w42xlvpc3nagplvbetz6f74zyy 377 8 C. C. NNP work_w42xlvpc3nagplvbetz6f74zyy 377 9 Huybregts Huybregts NNP work_w42xlvpc3nagplvbetz6f74zyy 377 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 377 11 Noam Noam NNP work_w42xlvpc3nagplvbetz6f74zyy 377 12 Chomsky Chomsky NNP work_w42xlvpc3nagplvbetz6f74zyy 377 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 377 14 Robert Robert NNP work_w42xlvpc3nagplvbetz6f74zyy 377 15 C. C. NNP work_w42xlvpc3nagplvbetz6f74zyy 377 16 Berwick Berwick NNP work_w42xlvpc3nagplvbetz6f74zyy 377 17 , , , work_w42xlvpc3nagplvbetz6f74zyy 377 18 and and CC work_w42xlvpc3nagplvbetz6f74zyy 377 19 Johan Johan NNP work_w42xlvpc3nagplvbetz6f74zyy 377 20 J. J. NNP work_w42xlvpc3nagplvbetz6f74zyy 377 21 Bolhuis Bolhuis NNP work_w42xlvpc3nagplvbetz6f74zyy 377 22 . . . work_w42xlvpc3nagplvbetz6f74zyy 378 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 378 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 379 1 Structures structure NNS work_w42xlvpc3nagplvbetz6f74zyy 379 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 379 3 not not RB work_w42xlvpc3nagplvbetz6f74zyy 379 4 strings string NNS work_w42xlvpc3nagplvbetz6f74zyy 379 5 : : : work_w42xlvpc3nagplvbetz6f74zyy 379 6 Linguistics linguistic NNS work_w42xlvpc3nagplvbetz6f74zyy 379 7 as as IN work_w42xlvpc3nagplvbetz6f74zyy 379 8 part part NN work_w42xlvpc3nagplvbetz6f74zyy 379 9 of of IN work_w42xlvpc3nagplvbetz6f74zyy 379 10 the the DT work_w42xlvpc3nagplvbetz6f74zyy 379 11 cognitive cognitive JJ work_w42xlvpc3nagplvbetz6f74zyy 379 12 sciences sciences NNPS work_w42xlvpc3nagplvbetz6f74zyy 379 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 380 1 Trends trend NNS work_w42xlvpc3nagplvbetz6f74zyy 380 2 in in IN work_w42xlvpc3nagplvbetz6f74zyy 380 3 Cognitive Cognitive NNP work_w42xlvpc3nagplvbetz6f74zyy 380 4 Sciences Sciences NNPS work_w42xlvpc3nagplvbetz6f74zyy 380 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 380 6 19(12):729–743 19(12):729–743 CD work_w42xlvpc3nagplvbetz6f74zyy 380 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 381 1 Robert Robert NNP work_w42xlvpc3nagplvbetz6f74zyy 381 2 Frank Frank NNP work_w42xlvpc3nagplvbetz6f74zyy 381 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 381 4 Donald Donald NNP work_w42xlvpc3nagplvbetz6f74zyy 381 5 Mathis Mathis NNP work_w42xlvpc3nagplvbetz6f74zyy 381 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 381 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 381 8 William William NNP work_w42xlvpc3nagplvbetz6f74zyy 381 9 Badecker Badecker NNP work_w42xlvpc3nagplvbetz6f74zyy 381 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 382 1 2013 2013 CD work_w42xlvpc3nagplvbetz6f74zyy 382 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 383 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 383 2 acquisition acquisition NN work_w42xlvpc3nagplvbetz6f74zyy 383 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 383 4 anaphora anaphora NNP work_w42xlvpc3nagplvbetz6f74zyy 383 5 by by IN work_w42xlvpc3nagplvbetz6f74zyy 383 6 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 383 7 recur- recur- NN work_w42xlvpc3nagplvbetz6f74zyy 383 8 rent rent NN work_w42xlvpc3nagplvbetz6f74zyy 383 9 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 383 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 384 1 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 384 2 Acquisition Acquisition NNP work_w42xlvpc3nagplvbetz6f74zyy 384 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 384 4 20(3):181–227 20(3):181–227 CD work_w42xlvpc3nagplvbetz6f74zyy 384 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 385 1 Felix Felix NNP work_w42xlvpc3nagplvbetz6f74zyy 385 2 Gers Gers NNPS work_w42xlvpc3nagplvbetz6f74zyy 385 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 385 4 Jürgen Jürgen NNP work_w42xlvpc3nagplvbetz6f74zyy 385 5 Schmidhuber Schmidhuber NNP work_w42xlvpc3nagplvbetz6f74zyy 385 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 386 1 2001 2001 CD work_w42xlvpc3nagplvbetz6f74zyy 386 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 387 1 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 387 2 re- re- RB work_w42xlvpc3nagplvbetz6f74zyy 387 3 current current JJ work_w42xlvpc3nagplvbetz6f74zyy 387 4 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 387 5 learn learn VBP work_w42xlvpc3nagplvbetz6f74zyy 387 6 simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 387 7 context context NN work_w42xlvpc3nagplvbetz6f74zyy 387 8 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 387 9 free free JJ work_w42xlvpc3nagplvbetz6f74zyy 387 10 and and CC work_w42xlvpc3nagplvbetz6f74zyy 387 11 context- context- JJ work_w42xlvpc3nagplvbetz6f74zyy 387 12 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 387 13 languages language NNS work_w42xlvpc3nagplvbetz6f74zyy 387 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 388 1 IEEE IEEE NNP work_w42xlvpc3nagplvbetz6f74zyy 388 2 Transactions transaction NNS work_w42xlvpc3nagplvbetz6f74zyy 388 3 on on IN work_w42xlvpc3nagplvbetz6f74zyy 388 4 Neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 388 5 Net- Net- NNP work_w42xlvpc3nagplvbetz6f74zyy 388 6 works work NNS work_w42xlvpc3nagplvbetz6f74zyy 388 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 388 8 12(6):1333–1340 12(6):1333–1340 CD work_w42xlvpc3nagplvbetz6f74zyy 388 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 389 1 Anastasia Anastasia NNP work_w42xlvpc3nagplvbetz6f74zyy 389 2 Giannakidou Giannakidou NNP work_w42xlvpc3nagplvbetz6f74zyy 389 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 390 1 2011 2011 CD work_w42xlvpc3nagplvbetz6f74zyy 390 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 391 1 Negative negative JJ work_w42xlvpc3nagplvbetz6f74zyy 391 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 391 3 positive positive JJ work_w42xlvpc3nagplvbetz6f74zyy 391 4 polarity polarity NN work_w42xlvpc3nagplvbetz6f74zyy 391 5 items item NNS work_w42xlvpc3nagplvbetz6f74zyy 391 6 : : : work_w42xlvpc3nagplvbetz6f74zyy 391 7 Variation variation NN work_w42xlvpc3nagplvbetz6f74zyy 391 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 391 9 licensing licensing NN work_w42xlvpc3nagplvbetz6f74zyy 391 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 391 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 391 12 compositional- compositional- NN work_w42xlvpc3nagplvbetz6f74zyy 391 13 ity ity NN work_w42xlvpc3nagplvbetz6f74zyy 391 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 392 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 392 2 Claudia Claudia NNP work_w42xlvpc3nagplvbetz6f74zyy 392 3 Maienborn Maienborn NNP work_w42xlvpc3nagplvbetz6f74zyy 392 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 392 5 Klaus Klaus NNP work_w42xlvpc3nagplvbetz6f74zyy 392 6 von von NNP work_w42xlvpc3nagplvbetz6f74zyy 392 7 Heusinger Heusinger NNP work_w42xlvpc3nagplvbetz6f74zyy 392 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 392 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 392 10 Paul Paul NNP work_w42xlvpc3nagplvbetz6f74zyy 392 11 Portner Portner NNP work_w42xlvpc3nagplvbetz6f74zyy 392 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 392 13 editors editor NNS work_w42xlvpc3nagplvbetz6f74zyy 392 14 , , , work_w42xlvpc3nagplvbetz6f74zyy 392 15 Semantics Semantics NNPS work_w42xlvpc3nagplvbetz6f74zyy 392 16 : : : work_w42xlvpc3nagplvbetz6f74zyy 392 17 An an DT work_w42xlvpc3nagplvbetz6f74zyy 392 18 international international JJ work_w42xlvpc3nagplvbetz6f74zyy 392 19 hand- hand- NN work_w42xlvpc3nagplvbetz6f74zyy 392 20 book book NN work_w42xlvpc3nagplvbetz6f74zyy 392 21 of of IN work_w42xlvpc3nagplvbetz6f74zyy 392 22 natural natural JJ work_w42xlvpc3nagplvbetz6f74zyy 392 23 language language NN work_w42xlvpc3nagplvbetz6f74zyy 392 24 meaning meaning NN work_w42xlvpc3nagplvbetz6f74zyy 392 25 . . . work_w42xlvpc3nagplvbetz6f74zyy 393 1 Berlin Berlin NNP work_w42xlvpc3nagplvbetz6f74zyy 393 2 : : : work_w42xlvpc3nagplvbetz6f74zyy 393 3 Mouton Mouton NNP work_w42xlvpc3nagplvbetz6f74zyy 393 4 de de FW work_w42xlvpc3nagplvbetz6f74zyy 393 5 Gruyter Gruyter NNP work_w42xlvpc3nagplvbetz6f74zyy 393 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 394 1 Yoav Yoav NNP work_w42xlvpc3nagplvbetz6f74zyy 394 2 Goldberg Goldberg NNP work_w42xlvpc3nagplvbetz6f74zyy 394 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 394 4 Joakim Joakim NNP work_w42xlvpc3nagplvbetz6f74zyy 394 5 Nivre Nivre NNP work_w42xlvpc3nagplvbetz6f74zyy 394 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 395 1 2012 2012 CD work_w42xlvpc3nagplvbetz6f74zyy 395 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 396 1 A a DT work_w42xlvpc3nagplvbetz6f74zyy 396 2 dynamic dynamic JJ work_w42xlvpc3nagplvbetz6f74zyy 396 3 ora- ora- NNS work_w42xlvpc3nagplvbetz6f74zyy 396 4 cle cle NN work_w42xlvpc3nagplvbetz6f74zyy 396 5 for for IN work_w42xlvpc3nagplvbetz6f74zyy 396 6 arc arc NN work_w42xlvpc3nagplvbetz6f74zyy 396 7 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 396 8 eager eager JJ work_w42xlvpc3nagplvbetz6f74zyy 396 9 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 396 10 parsing parsing NN work_w42xlvpc3nagplvbetz6f74zyy 396 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 397 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 397 2 Proceedings Proceedings NNP work_w42xlvpc3nagplvbetz6f74zyy 397 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 397 4 COLING COLING NNP work_w42xlvpc3nagplvbetz6f74zyy 397 5 2012 2012 CD work_w42xlvpc3nagplvbetz6f74zyy 397 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 397 7 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 397 8 959–976 959–976 CD work_w42xlvpc3nagplvbetz6f74zyy 397 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 398 1 Edward Edward NNP work_w42xlvpc3nagplvbetz6f74zyy 398 2 Grefenstette Grefenstette NNP work_w42xlvpc3nagplvbetz6f74zyy 398 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 398 4 Karl Karl NNP work_w42xlvpc3nagplvbetz6f74zyy 398 5 Moritz Moritz NNP work_w42xlvpc3nagplvbetz6f74zyy 398 6 Hermann Hermann NNP work_w42xlvpc3nagplvbetz6f74zyy 398 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 398 8 Mustafa Mustafa NNP work_w42xlvpc3nagplvbetz6f74zyy 398 9 Su- Su- NNP work_w42xlvpc3nagplvbetz6f74zyy 398 10 leyman leyman NN work_w42xlvpc3nagplvbetz6f74zyy 398 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 398 12 and and CC work_w42xlvpc3nagplvbetz6f74zyy 398 13 Phil Phil NNP work_w42xlvpc3nagplvbetz6f74zyy 398 14 Blunsom Blunsom NNP work_w42xlvpc3nagplvbetz6f74zyy 398 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 399 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 399 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 400 1 Learning learn VBG work_w42xlvpc3nagplvbetz6f74zyy 400 2 to to IN work_w42xlvpc3nagplvbetz6f74zyy 400 3 trans- trans- JJ work_w42xlvpc3nagplvbetz6f74zyy 400 4 duce duce NN work_w42xlvpc3nagplvbetz6f74zyy 400 5 with with IN work_w42xlvpc3nagplvbetz6f74zyy 400 6 unbounded unbounded JJ work_w42xlvpc3nagplvbetz6f74zyy 400 7 memory memory NN work_w42xlvpc3nagplvbetz6f74zyy 400 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 401 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 401 2 Advances advance NNS work_w42xlvpc3nagplvbetz6f74zyy 401 3 in in IN work_w42xlvpc3nagplvbetz6f74zyy 401 4 Neural Neural NNP work_w42xlvpc3nagplvbetz6f74zyy 401 5 Information Information NNP work_w42xlvpc3nagplvbetz6f74zyy 401 6 Processing Processing NNP work_w42xlvpc3nagplvbetz6f74zyy 401 7 Systems Systems NNPS work_w42xlvpc3nagplvbetz6f74zyy 401 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 401 9 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 401 10 1828–1836 1828–1836 CD work_w42xlvpc3nagplvbetz6f74zyy 401 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 402 1 533 533 CD work_w42xlvpc3nagplvbetz6f74zyy 402 2 Sepp Sepp NNP work_w42xlvpc3nagplvbetz6f74zyy 402 3 Hochreiter Hochreiter NNP work_w42xlvpc3nagplvbetz6f74zyy 402 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 402 5 Jürgen Jürgen NNP work_w42xlvpc3nagplvbetz6f74zyy 402 6 Schmidhuber Schmidhuber NNP work_w42xlvpc3nagplvbetz6f74zyy 402 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 403 1 1997 1997 CD work_w42xlvpc3nagplvbetz6f74zyy 403 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 404 1 Long long JJ work_w42xlvpc3nagplvbetz6f74zyy 404 2 short short JJ work_w42xlvpc3nagplvbetz6f74zyy 404 3 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 404 4 term term NN work_w42xlvpc3nagplvbetz6f74zyy 404 5 memory memory NN work_w42xlvpc3nagplvbetz6f74zyy 404 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 405 1 Neural Neural NNP work_w42xlvpc3nagplvbetz6f74zyy 405 2 Computation Computation NNP work_w42xlvpc3nagplvbetz6f74zyy 405 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 405 4 9(8):1735 9(8):1735 CD work_w42xlvpc3nagplvbetz6f74zyy 405 5 – – : work_w42xlvpc3nagplvbetz6f74zyy 405 6 1780 1780 CD work_w42xlvpc3nagplvbetz6f74zyy 405 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 406 1 Rodney Rodney NNP work_w42xlvpc3nagplvbetz6f74zyy 406 2 Huddleston Huddleston NNP work_w42xlvpc3nagplvbetz6f74zyy 406 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 406 4 Geoffrey Geoffrey NNP work_w42xlvpc3nagplvbetz6f74zyy 406 5 K. K. NNP work_w42xlvpc3nagplvbetz6f74zyy 406 6 Pullum Pullum NNP work_w42xlvpc3nagplvbetz6f74zyy 406 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 407 1 2002 2002 CD work_w42xlvpc3nagplvbetz6f74zyy 407 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 408 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 408 2 Cambridge Cambridge NNP work_w42xlvpc3nagplvbetz6f74zyy 408 3 Grammar Grammar NNP work_w42xlvpc3nagplvbetz6f74zyy 408 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 408 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 408 6 English English NNP work_w42xlvpc3nagplvbetz6f74zyy 408 7 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 408 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 409 1 Cam- Cam- NNP work_w42xlvpc3nagplvbetz6f74zyy 409 2 bridge bridge NN work_w42xlvpc3nagplvbetz6f74zyy 409 3 University University NNP work_w42xlvpc3nagplvbetz6f74zyy 409 4 Press Press NNP work_w42xlvpc3nagplvbetz6f74zyy 409 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 409 6 Cambridge Cambridge NNP work_w42xlvpc3nagplvbetz6f74zyy 409 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 410 1 Armand Armand NNP work_w42xlvpc3nagplvbetz6f74zyy 410 2 Joulin Joulin NNP work_w42xlvpc3nagplvbetz6f74zyy 410 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 410 4 Tomas Tomas NNP work_w42xlvpc3nagplvbetz6f74zyy 410 5 Mikolov Mikolov NNP work_w42xlvpc3nagplvbetz6f74zyy 410 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 411 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 411 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 412 1 Inferring infer VBG work_w42xlvpc3nagplvbetz6f74zyy 412 2 algorithmic algorithmic JJ work_w42xlvpc3nagplvbetz6f74zyy 412 3 patterns pattern NNS work_w42xlvpc3nagplvbetz6f74zyy 412 4 with with IN work_w42xlvpc3nagplvbetz6f74zyy 412 5 stack stack NN work_w42xlvpc3nagplvbetz6f74zyy 412 6 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 412 7 augmented augment VBN work_w42xlvpc3nagplvbetz6f74zyy 412 8 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 412 9 nets net NNS work_w42xlvpc3nagplvbetz6f74zyy 412 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 413 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 413 2 Advances advance NNS work_w42xlvpc3nagplvbetz6f74zyy 413 3 in in IN work_w42xlvpc3nagplvbetz6f74zyy 413 4 Neural Neural NNP work_w42xlvpc3nagplvbetz6f74zyy 413 5 Information Information NNP work_w42xlvpc3nagplvbetz6f74zyy 413 6 Processing Processing NNP work_w42xlvpc3nagplvbetz6f74zyy 413 7 Systems Systems NNPS work_w42xlvpc3nagplvbetz6f74zyy 413 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 413 9 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 413 10 190–198 190–198 CD work_w42xlvpc3nagplvbetz6f74zyy 413 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 414 1 Rafal Rafal NNP work_w42xlvpc3nagplvbetz6f74zyy 414 2 Jozefowicz Jozefowicz NNP work_w42xlvpc3nagplvbetz6f74zyy 414 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 414 4 Oriol Oriol NNP work_w42xlvpc3nagplvbetz6f74zyy 414 5 Vinyals vinyal NNS work_w42xlvpc3nagplvbetz6f74zyy 414 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 414 7 Mike Mike NNP work_w42xlvpc3nagplvbetz6f74zyy 414 8 Schuster Schuster NNP work_w42xlvpc3nagplvbetz6f74zyy 414 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 414 10 Noam Noam NNP work_w42xlvpc3nagplvbetz6f74zyy 414 11 Shazeer Shazeer NNP work_w42xlvpc3nagplvbetz6f74zyy 414 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 414 13 and and CC work_w42xlvpc3nagplvbetz6f74zyy 414 14 Yonghui Yonghui NNP work_w42xlvpc3nagplvbetz6f74zyy 414 15 Wu Wu NNP work_w42xlvpc3nagplvbetz6f74zyy 414 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 415 1 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 415 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 416 1 Exploring explore VBG work_w42xlvpc3nagplvbetz6f74zyy 416 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 416 3 limits limit NNS work_w42xlvpc3nagplvbetz6f74zyy 416 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 416 5 language language NN work_w42xlvpc3nagplvbetz6f74zyy 416 6 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 416 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 417 1 arXiv arXiv NNP work_w42xlvpc3nagplvbetz6f74zyy 417 2 preprint preprint NN work_w42xlvpc3nagplvbetz6f74zyy 417 3 arXiv:1602.02410 arXiv:1602.02410 NNP work_w42xlvpc3nagplvbetz6f74zyy 417 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 418 1 Ákos Ákos NNP work_w42xlvpc3nagplvbetz6f74zyy 418 2 Kádár Kádár NNP work_w42xlvpc3nagplvbetz6f74zyy 418 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 418 4 Grzegorz Grzegorz NNP work_w42xlvpc3nagplvbetz6f74zyy 418 5 Chrupała Chrupała NNP work_w42xlvpc3nagplvbetz6f74zyy 418 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 418 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 418 8 Afra Afra NNP work_w42xlvpc3nagplvbetz6f74zyy 418 9 Alishahi Alishahi NNP work_w42xlvpc3nagplvbetz6f74zyy 418 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 419 1 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 419 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 420 1 Representation representation NN work_w42xlvpc3nagplvbetz6f74zyy 420 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 420 3 linguistic linguistic JJ work_w42xlvpc3nagplvbetz6f74zyy 420 4 form form NN work_w42xlvpc3nagplvbetz6f74zyy 420 5 and and CC work_w42xlvpc3nagplvbetz6f74zyy 420 6 func- func- JJ work_w42xlvpc3nagplvbetz6f74zyy 420 7 tion tion NN work_w42xlvpc3nagplvbetz6f74zyy 420 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 420 9 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 420 10 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 420 11 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 420 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 421 1 arXiv arXiv NNP work_w42xlvpc3nagplvbetz6f74zyy 421 2 preprint preprint NN work_w42xlvpc3nagplvbetz6f74zyy 421 3 arXiv:1602.08952 arXiv:1602.08952 NNP work_w42xlvpc3nagplvbetz6f74zyy 421 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 422 1 Andrej Andrej NNP work_w42xlvpc3nagplvbetz6f74zyy 422 2 Karpathy Karpathy NNP work_w42xlvpc3nagplvbetz6f74zyy 422 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 422 4 Justin Justin NNP work_w42xlvpc3nagplvbetz6f74zyy 422 5 Johnson Johnson NNP work_w42xlvpc3nagplvbetz6f74zyy 422 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 422 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 422 8 Fei Fei NNP work_w42xlvpc3nagplvbetz6f74zyy 422 9 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 422 10 Fei Fei NNP work_w42xlvpc3nagplvbetz6f74zyy 422 11 Li Li NNP work_w42xlvpc3nagplvbetz6f74zyy 422 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 423 1 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 423 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 424 1 Visualizing visualizing NN work_w42xlvpc3nagplvbetz6f74zyy 424 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 424 3 understanding understand VBG work_w42xlvpc3nagplvbetz6f74zyy 424 4 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 424 5 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 424 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 425 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 425 2 ICLR ICLR NNP work_w42xlvpc3nagplvbetz6f74zyy 425 3 Workshop Workshop NNP work_w42xlvpc3nagplvbetz6f74zyy 425 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 426 1 Diederik Diederik NNP work_w42xlvpc3nagplvbetz6f74zyy 426 2 Kingma Kingma NNP work_w42xlvpc3nagplvbetz6f74zyy 426 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 426 4 Jimmy Jimmy NNP work_w42xlvpc3nagplvbetz6f74zyy 426 5 Ba Ba NNP work_w42xlvpc3nagplvbetz6f74zyy 426 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 427 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 427 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 428 1 Adam Adam NNP work_w42xlvpc3nagplvbetz6f74zyy 428 2 : : : work_w42xlvpc3nagplvbetz6f74zyy 428 3 A a DT work_w42xlvpc3nagplvbetz6f74zyy 428 4 method method NN work_w42xlvpc3nagplvbetz6f74zyy 428 5 for for IN work_w42xlvpc3nagplvbetz6f74zyy 428 6 stochastic stochastic JJ work_w42xlvpc3nagplvbetz6f74zyy 428 7 optimization optimization NN work_w42xlvpc3nagplvbetz6f74zyy 428 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 429 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 429 2 International International NNP work_w42xlvpc3nagplvbetz6f74zyy 429 3 Confer- Confer- NNP work_w42xlvpc3nagplvbetz6f74zyy 429 4 ence ence NN work_w42xlvpc3nagplvbetz6f74zyy 429 5 for for IN work_w42xlvpc3nagplvbetz6f74zyy 429 6 Learning Learning NNP work_w42xlvpc3nagplvbetz6f74zyy 429 7 Representations Representations NNPS work_w42xlvpc3nagplvbetz6f74zyy 429 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 430 1 Eliyahu Eliyahu NNP work_w42xlvpc3nagplvbetz6f74zyy 430 2 Kiperwasser Kiperwasser NNP work_w42xlvpc3nagplvbetz6f74zyy 430 3 and and CC work_w42xlvpc3nagplvbetz6f74zyy 430 4 Yoav Yoav NNP work_w42xlvpc3nagplvbetz6f74zyy 430 5 Goldberg Goldberg NNP work_w42xlvpc3nagplvbetz6f74zyy 430 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 431 1 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 431 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 432 1 Simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 432 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 432 3 accurate accurate JJ work_w42xlvpc3nagplvbetz6f74zyy 432 4 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 432 5 parsing parse VBG work_w42xlvpc3nagplvbetz6f74zyy 432 6 using use VBG work_w42xlvpc3nagplvbetz6f74zyy 432 7 bidirectional bidirectional JJ work_w42xlvpc3nagplvbetz6f74zyy 432 8 lstm lstm JJ work_w42xlvpc3nagplvbetz6f74zyy 432 9 feature feature NN work_w42xlvpc3nagplvbetz6f74zyy 432 10 representations representation NNS work_w42xlvpc3nagplvbetz6f74zyy 432 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 433 1 Transactions transaction NNS work_w42xlvpc3nagplvbetz6f74zyy 433 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 433 3 the the DT work_w42xlvpc3nagplvbetz6f74zyy 433 4 Asso- Asso- NNP work_w42xlvpc3nagplvbetz6f74zyy 433 5 ciation ciation NN work_w42xlvpc3nagplvbetz6f74zyy 433 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 433 7 Computational Computational NNP work_w42xlvpc3nagplvbetz6f74zyy 433 8 Linguistics Linguistics NNP work_w42xlvpc3nagplvbetz6f74zyy 433 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 433 10 4:313–327 4:313–327 CD work_w42xlvpc3nagplvbetz6f74zyy 433 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 434 1 Jey Jey NNP work_w42xlvpc3nagplvbetz6f74zyy 434 2 Han Han NNP work_w42xlvpc3nagplvbetz6f74zyy 434 3 Lau Lau NNP work_w42xlvpc3nagplvbetz6f74zyy 434 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 434 5 Alexander Alexander NNP work_w42xlvpc3nagplvbetz6f74zyy 434 6 Clark Clark NNP work_w42xlvpc3nagplvbetz6f74zyy 434 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 434 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 434 9 Shalom Shalom NNP work_w42xlvpc3nagplvbetz6f74zyy 434 10 Lappin Lappin NNP work_w42xlvpc3nagplvbetz6f74zyy 434 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 435 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 435 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 436 1 Unsupervised unsupervise VBN work_w42xlvpc3nagplvbetz6f74zyy 436 2 prediction prediction NN work_w42xlvpc3nagplvbetz6f74zyy 436 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 436 4 acceptability acceptability NN work_w42xlvpc3nagplvbetz6f74zyy 436 5 judgements judgement NNS work_w42xlvpc3nagplvbetz6f74zyy 436 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 437 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 437 2 Proceedings Proceedings NNP work_w42xlvpc3nagplvbetz6f74zyy 437 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 437 4 ACL ACL NNP work_w42xlvpc3nagplvbetz6f74zyy 437 5 / / SYM work_w42xlvpc3nagplvbetz6f74zyy 437 6 IJCNLP IJCNLP NNP work_w42xlvpc3nagplvbetz6f74zyy 437 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 437 8 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 437 9 1618–1628 1618–1628 CD work_w42xlvpc3nagplvbetz6f74zyy 437 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 438 1 Steve Steve NNP work_w42xlvpc3nagplvbetz6f74zyy 438 2 Lawrence Lawrence NNP work_w42xlvpc3nagplvbetz6f74zyy 438 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 438 4 Lee Lee NNP work_w42xlvpc3nagplvbetz6f74zyy 438 5 C. C. NNP work_w42xlvpc3nagplvbetz6f74zyy 438 6 Giles Giles NNP work_w42xlvpc3nagplvbetz6f74zyy 438 7 , , , work_w42xlvpc3nagplvbetz6f74zyy 438 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 438 9 Santliway Santliway NNP work_w42xlvpc3nagplvbetz6f74zyy 438 10 Fong Fong NNP work_w42xlvpc3nagplvbetz6f74zyy 438 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 439 1 1996 1996 CD work_w42xlvpc3nagplvbetz6f74zyy 439 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 440 1 Can Can MD work_w42xlvpc3nagplvbetz6f74zyy 440 2 recurrent recurrent VB work_w42xlvpc3nagplvbetz6f74zyy 440 3 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 440 4 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 440 5 learn learn VB work_w42xlvpc3nagplvbetz6f74zyy 440 6 natural natural JJ work_w42xlvpc3nagplvbetz6f74zyy 440 7 language language NN work_w42xlvpc3nagplvbetz6f74zyy 440 8 grammars grammar NNS work_w42xlvpc3nagplvbetz6f74zyy 440 9 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 441 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 441 2 IEEE IEEE NNP work_w42xlvpc3nagplvbetz6f74zyy 441 3 International International NNP work_w42xlvpc3nagplvbetz6f74zyy 441 4 Conference Conference NNP work_w42xlvpc3nagplvbetz6f74zyy 441 5 on on IN work_w42xlvpc3nagplvbetz6f74zyy 441 6 Neu- Neu- NNP work_w42xlvpc3nagplvbetz6f74zyy 441 7 ral ral NNP work_w42xlvpc3nagplvbetz6f74zyy 441 8 Networks Networks NNP work_w42xlvpc3nagplvbetz6f74zyy 441 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 441 10 volume volume NN work_w42xlvpc3nagplvbetz6f74zyy 441 11 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 441 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 441 13 pages page NNS work_w42xlvpc3nagplvbetz6f74zyy 441 14 1853–1858 1853–1858 CD work_w42xlvpc3nagplvbetz6f74zyy 441 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 442 1 Willem Willem NNP work_w42xlvpc3nagplvbetz6f74zyy 442 2 J. J. NNP work_w42xlvpc3nagplvbetz6f74zyy 442 3 M. M. NNP work_w42xlvpc3nagplvbetz6f74zyy 442 4 Levelt Levelt NNP work_w42xlvpc3nagplvbetz6f74zyy 442 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 442 6 Ardi Ardi NNP work_w42xlvpc3nagplvbetz6f74zyy 442 7 Roelofs Roelofs NNP work_w42xlvpc3nagplvbetz6f74zyy 442 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 442 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 442 10 Antje Antje NNP work_w42xlvpc3nagplvbetz6f74zyy 442 11 S. S. NNP work_w42xlvpc3nagplvbetz6f74zyy 442 12 Meyer Meyer NNP work_w42xlvpc3nagplvbetz6f74zyy 442 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 443 1 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 443 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 444 1 A a DT work_w42xlvpc3nagplvbetz6f74zyy 444 2 theory theory NN work_w42xlvpc3nagplvbetz6f74zyy 444 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 444 4 lexical lexical JJ work_w42xlvpc3nagplvbetz6f74zyy 444 5 access access NN work_w42xlvpc3nagplvbetz6f74zyy 444 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 444 7 speech speech NN work_w42xlvpc3nagplvbetz6f74zyy 444 8 production production NN work_w42xlvpc3nagplvbetz6f74zyy 444 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 445 1 Behavioral Behavioral NNP work_w42xlvpc3nagplvbetz6f74zyy 445 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 445 3 Brain Brain NNP work_w42xlvpc3nagplvbetz6f74zyy 445 4 Sciences Sciences NNPS work_w42xlvpc3nagplvbetz6f74zyy 445 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 445 6 22(1):1–75 22(1):1–75 CD work_w42xlvpc3nagplvbetz6f74zyy 445 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 446 1 Jiwei Jiwei NNP work_w42xlvpc3nagplvbetz6f74zyy 446 2 Li Li NNP work_w42xlvpc3nagplvbetz6f74zyy 446 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 446 4 Xinlei Xinlei NNP work_w42xlvpc3nagplvbetz6f74zyy 446 5 Chen Chen NNP work_w42xlvpc3nagplvbetz6f74zyy 446 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 446 7 Eduard Eduard NNP work_w42xlvpc3nagplvbetz6f74zyy 446 8 H. H. NNP work_w42xlvpc3nagplvbetz6f74zyy 446 9 Hovy Hovy NNP work_w42xlvpc3nagplvbetz6f74zyy 446 10 , , , work_w42xlvpc3nagplvbetz6f74zyy 446 11 and and CC work_w42xlvpc3nagplvbetz6f74zyy 446 12 Dan Dan NNP work_w42xlvpc3nagplvbetz6f74zyy 446 13 Jurafsky Jurafsky NNP work_w42xlvpc3nagplvbetz6f74zyy 446 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 447 1 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 447 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 448 1 Visualizing visualizing NN work_w42xlvpc3nagplvbetz6f74zyy 448 2 and and CC work_w42xlvpc3nagplvbetz6f74zyy 448 3 understanding understand VBG work_w42xlvpc3nagplvbetz6f74zyy 448 4 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 448 5 models model NNS work_w42xlvpc3nagplvbetz6f74zyy 448 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 448 7 NLP NLP NNP work_w42xlvpc3nagplvbetz6f74zyy 448 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 449 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 449 2 Proceedings Proceedings NNP work_w42xlvpc3nagplvbetz6f74zyy 449 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 449 4 NAACL NAACL NNP work_w42xlvpc3nagplvbetz6f74zyy 449 5 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 449 6 HLT HLT NNP work_w42xlvpc3nagplvbetz6f74zyy 449 7 2016 2016 CD work_w42xlvpc3nagplvbetz6f74zyy 449 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 449 9 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 449 10 681–691 681–691 CD work_w42xlvpc3nagplvbetz6f74zyy 449 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 450 1 Franc Franc NNP work_w42xlvpc3nagplvbetz6f74zyy 450 2 Marušič marušič NN work_w42xlvpc3nagplvbetz6f74zyy 450 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 450 4 Andrew Andrew NNP work_w42xlvpc3nagplvbetz6f74zyy 450 5 Nevins Nevins NNP work_w42xlvpc3nagplvbetz6f74zyy 450 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 450 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 450 8 Amanda Amanda NNP work_w42xlvpc3nagplvbetz6f74zyy 450 9 Saksida Saksida NNP work_w42xlvpc3nagplvbetz6f74zyy 450 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 451 1 2007 2007 CD work_w42xlvpc3nagplvbetz6f74zyy 451 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 452 1 Last last JJ work_w42xlvpc3nagplvbetz6f74zyy 452 2 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 452 3 conjunct conjunct NN work_w42xlvpc3nagplvbetz6f74zyy 452 4 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 452 5 in in IN work_w42xlvpc3nagplvbetz6f74zyy 452 6 Slovenian Slovenian NNP work_w42xlvpc3nagplvbetz6f74zyy 452 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 453 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 453 2 An- an- CC work_w42xlvpc3nagplvbetz6f74zyy 453 3 nual nual JJ work_w42xlvpc3nagplvbetz6f74zyy 453 4 Workshop Workshop NNP work_w42xlvpc3nagplvbetz6f74zyy 453 5 on on IN work_w42xlvpc3nagplvbetz6f74zyy 453 6 Formal Formal NNP work_w42xlvpc3nagplvbetz6f74zyy 453 7 Approaches approach NNS work_w42xlvpc3nagplvbetz6f74zyy 453 8 to to IN work_w42xlvpc3nagplvbetz6f74zyy 453 9 Slavic Slavic NNP work_w42xlvpc3nagplvbetz6f74zyy 453 10 Lin- Lin- NNP work_w42xlvpc3nagplvbetz6f74zyy 453 11 guistics guistic NNS work_w42xlvpc3nagplvbetz6f74zyy 453 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 453 13 pages page NNS work_w42xlvpc3nagplvbetz6f74zyy 453 14 210–227 210–227 CD work_w42xlvpc3nagplvbetz6f74zyy 453 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 454 1 Tomas Tomas NNP work_w42xlvpc3nagplvbetz6f74zyy 454 2 Mikolov Mikolov NNP work_w42xlvpc3nagplvbetz6f74zyy 454 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 454 4 Martin Martin NNP work_w42xlvpc3nagplvbetz6f74zyy 454 5 Karafiát Karafiát NNP work_w42xlvpc3nagplvbetz6f74zyy 454 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 454 7 Lukas Lukas NNP work_w42xlvpc3nagplvbetz6f74zyy 454 8 Burget Burget NNP work_w42xlvpc3nagplvbetz6f74zyy 454 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 454 10 Jan Jan NNP work_w42xlvpc3nagplvbetz6f74zyy 454 11 Cer- Cer- NNP work_w42xlvpc3nagplvbetz6f74zyy 454 12 nockỳ nockỳ NN work_w42xlvpc3nagplvbetz6f74zyy 454 13 , , , work_w42xlvpc3nagplvbetz6f74zyy 454 14 and and CC work_w42xlvpc3nagplvbetz6f74zyy 454 15 Sanjeev Sanjeev NNP work_w42xlvpc3nagplvbetz6f74zyy 454 16 Khudanpur Khudanpur NNP work_w42xlvpc3nagplvbetz6f74zyy 454 17 . . . work_w42xlvpc3nagplvbetz6f74zyy 455 1 2010 2010 CD work_w42xlvpc3nagplvbetz6f74zyy 455 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 456 1 Recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 456 2 neu- neu- NN work_w42xlvpc3nagplvbetz6f74zyy 456 3 ral ral JJ work_w42xlvpc3nagplvbetz6f74zyy 456 4 network network NN work_w42xlvpc3nagplvbetz6f74zyy 456 5 based base VBN work_w42xlvpc3nagplvbetz6f74zyy 456 6 language language NN work_w42xlvpc3nagplvbetz6f74zyy 456 7 model model NN work_w42xlvpc3nagplvbetz6f74zyy 456 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 457 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 457 2 INTERSPEECH INTERSPEECH NNP work_w42xlvpc3nagplvbetz6f74zyy 457 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 457 4 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 457 5 1045–1048 1045–1048 CD work_w42xlvpc3nagplvbetz6f74zyy 457 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 458 1 Janet Janet NNP work_w42xlvpc3nagplvbetz6f74zyy 458 2 L. L. NNP work_w42xlvpc3nagplvbetz6f74zyy 458 3 Nicol Nicol NNP work_w42xlvpc3nagplvbetz6f74zyy 458 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 458 5 Kenneth Kenneth NNP work_w42xlvpc3nagplvbetz6f74zyy 458 6 I. I. NNP work_w42xlvpc3nagplvbetz6f74zyy 458 7 Forster Forster NNP work_w42xlvpc3nagplvbetz6f74zyy 458 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 458 9 and and CC work_w42xlvpc3nagplvbetz6f74zyy 458 10 Csaba Csaba NNP work_w42xlvpc3nagplvbetz6f74zyy 458 11 Veres Veres NNPS work_w42xlvpc3nagplvbetz6f74zyy 458 12 . . . work_w42xlvpc3nagplvbetz6f74zyy 459 1 1997 1997 CD work_w42xlvpc3nagplvbetz6f74zyy 459 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 460 1 Subject subject JJ work_w42xlvpc3nagplvbetz6f74zyy 460 2 – – : work_w42xlvpc3nagplvbetz6f74zyy 460 3 verb verb JJ work_w42xlvpc3nagplvbetz6f74zyy 460 4 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 460 5 processes process NNS work_w42xlvpc3nagplvbetz6f74zyy 460 6 in in IN work_w42xlvpc3nagplvbetz6f74zyy 460 7 comprehension comprehension NN work_w42xlvpc3nagplvbetz6f74zyy 460 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 461 1 Journal Journal NNP work_w42xlvpc3nagplvbetz6f74zyy 461 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 461 3 Memory Memory NNP work_w42xlvpc3nagplvbetz6f74zyy 461 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 461 5 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 461 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 461 7 36(4):569–587 36(4):569–587 CD work_w42xlvpc3nagplvbetz6f74zyy 461 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 462 1 Joakim Joakim NNP work_w42xlvpc3nagplvbetz6f74zyy 462 2 Nivre Nivre NNP work_w42xlvpc3nagplvbetz6f74zyy 462 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 462 4 Laura Laura NNP work_w42xlvpc3nagplvbetz6f74zyy 462 5 Rimell Rimell NNP work_w42xlvpc3nagplvbetz6f74zyy 462 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 462 7 Ryan Ryan NNP work_w42xlvpc3nagplvbetz6f74zyy 462 8 McDonald McDonald NNP work_w42xlvpc3nagplvbetz6f74zyy 462 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 462 10 and and CC work_w42xlvpc3nagplvbetz6f74zyy 462 11 Carlos Carlos NNP work_w42xlvpc3nagplvbetz6f74zyy 462 12 Gomez Gomez NNP work_w42xlvpc3nagplvbetz6f74zyy 462 13 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 462 14 Rodriguez Rodriguez NNP work_w42xlvpc3nagplvbetz6f74zyy 462 15 . . . work_w42xlvpc3nagplvbetz6f74zyy 463 1 2010 2010 CD work_w42xlvpc3nagplvbetz6f74zyy 463 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 464 1 Evaluation evaluation NN work_w42xlvpc3nagplvbetz6f74zyy 464 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 464 3 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 464 4 parsers parser NNS work_w42xlvpc3nagplvbetz6f74zyy 464 5 on on IN work_w42xlvpc3nagplvbetz6f74zyy 464 6 unbounded unbounded JJ work_w42xlvpc3nagplvbetz6f74zyy 464 7 dependencies dependency NNS work_w42xlvpc3nagplvbetz6f74zyy 464 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 465 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 465 2 Proceedings proceeding NNS work_w42xlvpc3nagplvbetz6f74zyy 465 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 465 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 465 5 23rd 23rd JJ work_w42xlvpc3nagplvbetz6f74zyy 465 6 International International NNP work_w42xlvpc3nagplvbetz6f74zyy 465 7 Conference Conference NNP work_w42xlvpc3nagplvbetz6f74zyy 465 8 on on IN work_w42xlvpc3nagplvbetz6f74zyy 465 9 Computational Computational NNP work_w42xlvpc3nagplvbetz6f74zyy 465 10 Linguistics Linguistics NNP work_w42xlvpc3nagplvbetz6f74zyy 465 11 , , , work_w42xlvpc3nagplvbetz6f74zyy 465 12 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 465 13 833–841 833–841 CD work_w42xlvpc3nagplvbetz6f74zyy 465 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 466 1 Association Association NNP work_w42xlvpc3nagplvbetz6f74zyy 466 2 for for IN work_w42xlvpc3nagplvbetz6f74zyy 466 3 Computa- Computa- NNP work_w42xlvpc3nagplvbetz6f74zyy 466 4 tional tional JJ work_w42xlvpc3nagplvbetz6f74zyy 466 5 Linguistics Linguistics NNPS work_w42xlvpc3nagplvbetz6f74zyy 466 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 467 1 Laura Laura NNP work_w42xlvpc3nagplvbetz6f74zyy 467 2 Rimell Rimell NNP work_w42xlvpc3nagplvbetz6f74zyy 467 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 467 4 Stephen Stephen NNP work_w42xlvpc3nagplvbetz6f74zyy 467 5 Clark Clark NNP work_w42xlvpc3nagplvbetz6f74zyy 467 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 467 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 467 8 Mark Mark NNP work_w42xlvpc3nagplvbetz6f74zyy 467 9 Steedman Steedman NNP work_w42xlvpc3nagplvbetz6f74zyy 467 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 468 1 2009 2009 CD work_w42xlvpc3nagplvbetz6f74zyy 468 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 469 1 Unbounded unbounded JJ work_w42xlvpc3nagplvbetz6f74zyy 469 2 dependency dependency NN work_w42xlvpc3nagplvbetz6f74zyy 469 3 recovery recovery NN work_w42xlvpc3nagplvbetz6f74zyy 469 4 for for IN work_w42xlvpc3nagplvbetz6f74zyy 469 5 parser parser NN work_w42xlvpc3nagplvbetz6f74zyy 469 6 evaluation evaluation NN work_w42xlvpc3nagplvbetz6f74zyy 469 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 470 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 470 2 Proceedings Proceedings NNP work_w42xlvpc3nagplvbetz6f74zyy 470 3 of of IN work_w42xlvpc3nagplvbetz6f74zyy 470 4 EMNLP EMNLP NNP work_w42xlvpc3nagplvbetz6f74zyy 470 5 , , , work_w42xlvpc3nagplvbetz6f74zyy 470 6 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 470 7 813–821 813–821 CD work_w42xlvpc3nagplvbetz6f74zyy 470 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 471 1 Paul Paul NNP work_w42xlvpc3nagplvbetz6f74zyy 471 2 Rodriguez Rodriguez NNP work_w42xlvpc3nagplvbetz6f74zyy 471 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 471 4 Janet Janet NNP work_w42xlvpc3nagplvbetz6f74zyy 471 5 Wiles Wiles NNP work_w42xlvpc3nagplvbetz6f74zyy 471 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 471 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 471 8 Jeffrey Jeffrey NNP work_w42xlvpc3nagplvbetz6f74zyy 471 9 L. L. NNP work_w42xlvpc3nagplvbetz6f74zyy 471 10 Elman Elman NNP work_w42xlvpc3nagplvbetz6f74zyy 471 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 472 1 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 472 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 473 1 A a DT work_w42xlvpc3nagplvbetz6f74zyy 473 2 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 473 3 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 473 4 network network NN work_w42xlvpc3nagplvbetz6f74zyy 473 5 that that WDT work_w42xlvpc3nagplvbetz6f74zyy 473 6 learns learn VBZ work_w42xlvpc3nagplvbetz6f74zyy 473 7 to to TO work_w42xlvpc3nagplvbetz6f74zyy 473 8 count count VB work_w42xlvpc3nagplvbetz6f74zyy 473 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 474 1 Con- Con- NNP work_w42xlvpc3nagplvbetz6f74zyy 474 2 nection nection NN work_w42xlvpc3nagplvbetz6f74zyy 474 3 Science Science NNP work_w42xlvpc3nagplvbetz6f74zyy 474 4 , , , work_w42xlvpc3nagplvbetz6f74zyy 474 5 11(1):5–40 11(1):5–40 CD work_w42xlvpc3nagplvbetz6f74zyy 474 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 475 1 Paul Paul NNP work_w42xlvpc3nagplvbetz6f74zyy 475 2 Rodriguez Rodriguez NNP work_w42xlvpc3nagplvbetz6f74zyy 475 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 476 1 2001 2001 CD work_w42xlvpc3nagplvbetz6f74zyy 476 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 477 1 Simple simple JJ work_w42xlvpc3nagplvbetz6f74zyy 477 2 recurrent recurrent JJ work_w42xlvpc3nagplvbetz6f74zyy 477 3 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 477 4 learn learn VBP work_w42xlvpc3nagplvbetz6f74zyy 477 5 context context NN work_w42xlvpc3nagplvbetz6f74zyy 477 6 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 477 7 free free JJ work_w42xlvpc3nagplvbetz6f74zyy 477 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 477 9 context context NN work_w42xlvpc3nagplvbetz6f74zyy 477 10 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 477 11 sensitive sensitive JJ work_w42xlvpc3nagplvbetz6f74zyy 477 12 languages language NNS work_w42xlvpc3nagplvbetz6f74zyy 477 13 by by IN work_w42xlvpc3nagplvbetz6f74zyy 477 14 count- count- NNP work_w42xlvpc3nagplvbetz6f74zyy 477 15 ing ing NNP work_w42xlvpc3nagplvbetz6f74zyy 477 16 . . . work_w42xlvpc3nagplvbetz6f74zyy 478 1 Neural Neural NNP work_w42xlvpc3nagplvbetz6f74zyy 478 2 Computation Computation NNP work_w42xlvpc3nagplvbetz6f74zyy 478 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 478 4 13(9):2093–2118 13(9):2093–2118 CD work_w42xlvpc3nagplvbetz6f74zyy 478 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 479 1 Douglas Douglas NNP work_w42xlvpc3nagplvbetz6f74zyy 479 2 L. L. NNP work_w42xlvpc3nagplvbetz6f74zyy 479 3 T. T. NNP work_w42xlvpc3nagplvbetz6f74zyy 479 4 Rohde Rohde NNP work_w42xlvpc3nagplvbetz6f74zyy 479 5 and and CC work_w42xlvpc3nagplvbetz6f74zyy 479 6 David David NNP work_w42xlvpc3nagplvbetz6f74zyy 479 7 C. C. NNP work_w42xlvpc3nagplvbetz6f74zyy 479 8 Plaut Plaut NNP work_w42xlvpc3nagplvbetz6f74zyy 479 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 480 1 1999 1999 CD work_w42xlvpc3nagplvbetz6f74zyy 480 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 481 1 Language language NN work_w42xlvpc3nagplvbetz6f74zyy 481 2 acquisition acquisition NN work_w42xlvpc3nagplvbetz6f74zyy 481 3 in in IN work_w42xlvpc3nagplvbetz6f74zyy 481 4 the the DT work_w42xlvpc3nagplvbetz6f74zyy 481 5 absence absence NN work_w42xlvpc3nagplvbetz6f74zyy 481 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 481 7 explicit explicit JJ work_w42xlvpc3nagplvbetz6f74zyy 481 8 negative negative JJ work_w42xlvpc3nagplvbetz6f74zyy 481 9 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 481 10 : : : work_w42xlvpc3nagplvbetz6f74zyy 481 11 How how WRB work_w42xlvpc3nagplvbetz6f74zyy 481 12 important important JJ work_w42xlvpc3nagplvbetz6f74zyy 481 13 is be VBZ work_w42xlvpc3nagplvbetz6f74zyy 481 14 starting start VBG work_w42xlvpc3nagplvbetz6f74zyy 481 15 small small JJ work_w42xlvpc3nagplvbetz6f74zyy 481 16 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 482 1 Cognition Cognition NNP work_w42xlvpc3nagplvbetz6f74zyy 482 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 482 3 72(1):67 72(1):67 NNP work_w42xlvpc3nagplvbetz6f74zyy 482 4 – – : work_w42xlvpc3nagplvbetz6f74zyy 482 5 109 109 CD work_w42xlvpc3nagplvbetz6f74zyy 482 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 483 1 John John NNP work_w42xlvpc3nagplvbetz6f74zyy 483 2 Robert Robert NNP work_w42xlvpc3nagplvbetz6f74zyy 483 3 Ross Ross NNP work_w42xlvpc3nagplvbetz6f74zyy 483 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 484 1 1967 1967 CD work_w42xlvpc3nagplvbetz6f74zyy 484 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 485 1 Constraints constraint NNS work_w42xlvpc3nagplvbetz6f74zyy 485 2 on on IN work_w42xlvpc3nagplvbetz6f74zyy 485 3 variables variable NNS work_w42xlvpc3nagplvbetz6f74zyy 485 4 in in IN work_w42xlvpc3nagplvbetz6f74zyy 485 5 syntax syntax NN work_w42xlvpc3nagplvbetz6f74zyy 485 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 486 1 Ph.D. Ph.D. NNP work_w42xlvpc3nagplvbetz6f74zyy 486 2 thesis thesis NNP work_w42xlvpc3nagplvbetz6f74zyy 486 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 486 4 MIT MIT NNP work_w42xlvpc3nagplvbetz6f74zyy 486 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 487 1 Carson Carson NNP work_w42xlvpc3nagplvbetz6f74zyy 487 2 T. T. NNP work_w42xlvpc3nagplvbetz6f74zyy 487 3 Schütze Schütze NNP work_w42xlvpc3nagplvbetz6f74zyy 487 4 . . . work_w42xlvpc3nagplvbetz6f74zyy 488 1 1996 1996 CD work_w42xlvpc3nagplvbetz6f74zyy 488 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 489 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 489 2 empirical empirical JJ work_w42xlvpc3nagplvbetz6f74zyy 489 3 base base NN work_w42xlvpc3nagplvbetz6f74zyy 489 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 489 5 linguis- linguis- NNP work_w42xlvpc3nagplvbetz6f74zyy 489 6 tics tics NNP work_w42xlvpc3nagplvbetz6f74zyy 489 7 : : : work_w42xlvpc3nagplvbetz6f74zyy 489 8 Grammaticality grammaticality NN work_w42xlvpc3nagplvbetz6f74zyy 489 9 judgments judgment NNS work_w42xlvpc3nagplvbetz6f74zyy 489 10 and and CC work_w42xlvpc3nagplvbetz6f74zyy 489 11 linguistic linguistic JJ work_w42xlvpc3nagplvbetz6f74zyy 489 12 method- method- NN work_w42xlvpc3nagplvbetz6f74zyy 489 13 ology ology NN work_w42xlvpc3nagplvbetz6f74zyy 489 14 . . . work_w42xlvpc3nagplvbetz6f74zyy 490 1 Chicago Chicago NNP work_w42xlvpc3nagplvbetz6f74zyy 490 2 , , , work_w42xlvpc3nagplvbetz6f74zyy 490 3 IL IL NNP work_w42xlvpc3nagplvbetz6f74zyy 490 4 : : : work_w42xlvpc3nagplvbetz6f74zyy 490 5 University University NNP work_w42xlvpc3nagplvbetz6f74zyy 490 6 of of IN work_w42xlvpc3nagplvbetz6f74zyy 490 7 Chicago Chicago NNP work_w42xlvpc3nagplvbetz6f74zyy 490 8 Press Press NNP work_w42xlvpc3nagplvbetz6f74zyy 490 9 . . . work_w42xlvpc3nagplvbetz6f74zyy 491 1 Richard Richard NNP work_w42xlvpc3nagplvbetz6f74zyy 491 2 Socher Socher NNP work_w42xlvpc3nagplvbetz6f74zyy 491 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 492 1 2014 2014 CD work_w42xlvpc3nagplvbetz6f74zyy 492 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 493 1 Recursive recursive VB work_w42xlvpc3nagplvbetz6f74zyy 493 2 Deep deep JJ work_w42xlvpc3nagplvbetz6f74zyy 493 3 Learning learning NN work_w42xlvpc3nagplvbetz6f74zyy 493 4 for for IN work_w42xlvpc3nagplvbetz6f74zyy 493 5 Natural Natural NNP work_w42xlvpc3nagplvbetz6f74zyy 493 6 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 493 7 Processing Processing NNP work_w42xlvpc3nagplvbetz6f74zyy 493 8 and and CC work_w42xlvpc3nagplvbetz6f74zyy 493 9 Computer Computer NNP work_w42xlvpc3nagplvbetz6f74zyy 493 10 Vision Vision NNP work_w42xlvpc3nagplvbetz6f74zyy 493 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 494 1 Ph.D. Ph.D. NNP work_w42xlvpc3nagplvbetz6f74zyy 494 2 thesis thesis NNP work_w42xlvpc3nagplvbetz6f74zyy 494 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 494 4 Stanford Stanford NNP work_w42xlvpc3nagplvbetz6f74zyy 494 5 University University NNP work_w42xlvpc3nagplvbetz6f74zyy 494 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 495 1 Adrian Adrian NNP work_w42xlvpc3nagplvbetz6f74zyy 495 2 Staub Staub NNP work_w42xlvpc3nagplvbetz6f74zyy 495 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 496 1 2009 2009 CD work_w42xlvpc3nagplvbetz6f74zyy 496 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 497 1 On on IN work_w42xlvpc3nagplvbetz6f74zyy 497 2 the the DT work_w42xlvpc3nagplvbetz6f74zyy 497 3 interpretation interpretation NN work_w42xlvpc3nagplvbetz6f74zyy 497 4 of of IN work_w42xlvpc3nagplvbetz6f74zyy 497 5 the the DT work_w42xlvpc3nagplvbetz6f74zyy 497 6 number number NN work_w42xlvpc3nagplvbetz6f74zyy 497 7 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 497 8 effect effect NN work_w42xlvpc3nagplvbetz6f74zyy 497 9 : : : work_w42xlvpc3nagplvbetz6f74zyy 497 10 Response response NN work_w42xlvpc3nagplvbetz6f74zyy 497 11 time time NN work_w42xlvpc3nagplvbetz6f74zyy 497 12 evidence evidence NN work_w42xlvpc3nagplvbetz6f74zyy 497 13 . . . work_w42xlvpc3nagplvbetz6f74zyy 498 1 Journal Journal NNP work_w42xlvpc3nagplvbetz6f74zyy 498 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 498 3 Memory Memory NNP work_w42xlvpc3nagplvbetz6f74zyy 498 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 498 5 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 498 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 498 7 60(2):308–327 60(2):308–327 CD work_w42xlvpc3nagplvbetz6f74zyy 498 8 . . . work_w42xlvpc3nagplvbetz6f74zyy 499 1 Martin Martin NNP work_w42xlvpc3nagplvbetz6f74zyy 499 2 Sundermeyer Sundermeyer NNP work_w42xlvpc3nagplvbetz6f74zyy 499 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 499 4 Ralf Ralf NNP work_w42xlvpc3nagplvbetz6f74zyy 499 5 Schlüter Schlüter NNP work_w42xlvpc3nagplvbetz6f74zyy 499 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 499 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 499 8 Hermann Hermann NNP work_w42xlvpc3nagplvbetz6f74zyy 499 9 Ney Ney NNP work_w42xlvpc3nagplvbetz6f74zyy 499 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 500 1 2012 2012 CD work_w42xlvpc3nagplvbetz6f74zyy 500 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 501 1 LSTM LSTM NNP work_w42xlvpc3nagplvbetz6f74zyy 501 2 neural neural JJ work_w42xlvpc3nagplvbetz6f74zyy 501 3 networks network NNS work_w42xlvpc3nagplvbetz6f74zyy 501 4 for for IN work_w42xlvpc3nagplvbetz6f74zyy 501 5 language language NN work_w42xlvpc3nagplvbetz6f74zyy 501 6 modeling modeling NN work_w42xlvpc3nagplvbetz6f74zyy 501 7 . . . work_w42xlvpc3nagplvbetz6f74zyy 502 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 502 2 INTERSPEECH INTERSPEECH NNP work_w42xlvpc3nagplvbetz6f74zyy 502 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 503 1 Darren Darren NNP work_w42xlvpc3nagplvbetz6f74zyy 503 2 Tanner Tanner NNP work_w42xlvpc3nagplvbetz6f74zyy 503 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 503 4 Janet Janet NNP work_w42xlvpc3nagplvbetz6f74zyy 503 5 Nicol Nicol NNP work_w42xlvpc3nagplvbetz6f74zyy 503 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 503 7 and and CC work_w42xlvpc3nagplvbetz6f74zyy 503 8 Laurel Laurel NNP work_w42xlvpc3nagplvbetz6f74zyy 503 9 Brehm Brehm NNP work_w42xlvpc3nagplvbetz6f74zyy 503 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 504 1 2014 2014 CD work_w42xlvpc3nagplvbetz6f74zyy 504 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 505 1 The the DT work_w42xlvpc3nagplvbetz6f74zyy 505 2 time time NN work_w42xlvpc3nagplvbetz6f74zyy 505 3 - - HYPH work_w42xlvpc3nagplvbetz6f74zyy 505 4 course course NN work_w42xlvpc3nagplvbetz6f74zyy 505 5 of of IN work_w42xlvpc3nagplvbetz6f74zyy 505 6 feature feature NN work_w42xlvpc3nagplvbetz6f74zyy 505 7 interference interference NN work_w42xlvpc3nagplvbetz6f74zyy 505 8 in in IN work_w42xlvpc3nagplvbetz6f74zyy 505 9 agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 505 10 com- com- NN work_w42xlvpc3nagplvbetz6f74zyy 505 11 prehension prehension NN work_w42xlvpc3nagplvbetz6f74zyy 505 12 : : : work_w42xlvpc3nagplvbetz6f74zyy 505 13 Multiple multiple JJ work_w42xlvpc3nagplvbetz6f74zyy 505 14 mechanisms mechanism NNS work_w42xlvpc3nagplvbetz6f74zyy 505 15 and and CC work_w42xlvpc3nagplvbetz6f74zyy 505 16 asymmetrical asymmetrical JJ work_w42xlvpc3nagplvbetz6f74zyy 505 17 attraction attraction NN work_w42xlvpc3nagplvbetz6f74zyy 505 18 . . . work_w42xlvpc3nagplvbetz6f74zyy 506 1 Journal Journal NNP work_w42xlvpc3nagplvbetz6f74zyy 506 2 of of IN work_w42xlvpc3nagplvbetz6f74zyy 506 3 Memory Memory NNP work_w42xlvpc3nagplvbetz6f74zyy 506 4 and and CC work_w42xlvpc3nagplvbetz6f74zyy 506 5 Language Language NNP work_w42xlvpc3nagplvbetz6f74zyy 506 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 506 7 76:195 76:195 CD work_w42xlvpc3nagplvbetz6f74zyy 506 8 – – : work_w42xlvpc3nagplvbetz6f74zyy 506 9 215 215 CD work_w42xlvpc3nagplvbetz6f74zyy 506 10 . . . work_w42xlvpc3nagplvbetz6f74zyy 507 1 Oriol Oriol NNP work_w42xlvpc3nagplvbetz6f74zyy 507 2 Vinyals Vinyals NNP work_w42xlvpc3nagplvbetz6f74zyy 507 3 , , , work_w42xlvpc3nagplvbetz6f74zyy 507 4 Łukasz Łukasz NNP work_w42xlvpc3nagplvbetz6f74zyy 507 5 Kaiser Kaiser NNP work_w42xlvpc3nagplvbetz6f74zyy 507 6 , , , work_w42xlvpc3nagplvbetz6f74zyy 507 7 Terry Terry NNP work_w42xlvpc3nagplvbetz6f74zyy 507 8 Koo Koo NNP work_w42xlvpc3nagplvbetz6f74zyy 507 9 , , , work_w42xlvpc3nagplvbetz6f74zyy 507 10 Slav Slav NNP work_w42xlvpc3nagplvbetz6f74zyy 507 11 Petrov Petrov NNP work_w42xlvpc3nagplvbetz6f74zyy 507 12 , , , work_w42xlvpc3nagplvbetz6f74zyy 507 13 Ilya Ilya NNP work_w42xlvpc3nagplvbetz6f74zyy 507 14 Sutskever Sutskever NNP work_w42xlvpc3nagplvbetz6f74zyy 507 15 , , , work_w42xlvpc3nagplvbetz6f74zyy 507 16 and and CC work_w42xlvpc3nagplvbetz6f74zyy 507 17 Geoffrey Geoffrey NNP work_w42xlvpc3nagplvbetz6f74zyy 507 18 Hinton Hinton NNP work_w42xlvpc3nagplvbetz6f74zyy 507 19 . . . work_w42xlvpc3nagplvbetz6f74zyy 508 1 2015 2015 CD work_w42xlvpc3nagplvbetz6f74zyy 508 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 509 1 Grammar grammar VB work_w42xlvpc3nagplvbetz6f74zyy 509 2 as as IN work_w42xlvpc3nagplvbetz6f74zyy 509 3 a a DT work_w42xlvpc3nagplvbetz6f74zyy 509 4 foreign foreign JJ work_w42xlvpc3nagplvbetz6f74zyy 509 5 language language NN work_w42xlvpc3nagplvbetz6f74zyy 509 6 . . . work_w42xlvpc3nagplvbetz6f74zyy 510 1 In in IN work_w42xlvpc3nagplvbetz6f74zyy 510 2 Advances advance NNS work_w42xlvpc3nagplvbetz6f74zyy 510 3 in in IN work_w42xlvpc3nagplvbetz6f74zyy 510 4 Neural Neural NNP work_w42xlvpc3nagplvbetz6f74zyy 510 5 Information Information NNP work_w42xlvpc3nagplvbetz6f74zyy 510 6 Processing Processing NNP work_w42xlvpc3nagplvbetz6f74zyy 510 7 Systems Systems NNPS work_w42xlvpc3nagplvbetz6f74zyy 510 8 , , , work_w42xlvpc3nagplvbetz6f74zyy 510 9 pages page VBZ work_w42xlvpc3nagplvbetz6f74zyy 510 10 2755–2763 2755–2763 CD work_w42xlvpc3nagplvbetz6f74zyy 510 11 . . . work_w42xlvpc3nagplvbetz6f74zyy 511 1 Arnold Arnold NNP work_w42xlvpc3nagplvbetz6f74zyy 511 2 Zwicky Zwicky NNP work_w42xlvpc3nagplvbetz6f74zyy 511 3 . . . work_w42xlvpc3nagplvbetz6f74zyy 512 1 2005 2005 CD work_w42xlvpc3nagplvbetz6f74zyy 512 2 . . . work_w42xlvpc3nagplvbetz6f74zyy 513 1 Agreement agreement NN work_w42xlvpc3nagplvbetz6f74zyy 513 2 with with IN work_w42xlvpc3nagplvbetz6f74zyy 513 3 nearest near JJS work_w42xlvpc3nagplvbetz6f74zyy 513 4 always always RB work_w42xlvpc3nagplvbetz6f74zyy 513 5 bad bad JJ work_w42xlvpc3nagplvbetz6f74zyy 513 6 ? ? . work_w42xlvpc3nagplvbetz6f74zyy 514 1 http://itre.cis.upenn.edu/˜myl/ http://itre.cis.upenn.edu/˜myl/ NNP work_w42xlvpc3nagplvbetz6f74zyy 514 2 languagelog languagelog NNP work_w42xlvpc3nagplvbetz6f74zyy 514 3 / / , work_w42xlvpc3nagplvbetz6f74zyy 514 4 archives/001846.html archives/001846.html CD work_w42xlvpc3nagplvbetz6f74zyy 514 5 . . . work_w42xlvpc3nagplvbetz6f74zyy 515 1 534 534 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 4 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 5 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 6 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 7 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 8 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 9 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 10 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 11 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 12 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 13 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 14 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 15 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 16 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 17 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 18 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 19 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 20 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 21 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 22 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 23 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 24 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 25 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 26 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 27 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 28 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 29 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 30 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 31 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 32 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 33 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 34 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 35   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 36 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 37 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 38   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 39 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 40 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 41 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 42 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 43 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 44 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 45 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 46 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 47 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 48 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 49 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 50 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 51 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 52 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 53 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 54 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 55 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 56 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 57 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 58 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 59 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 60 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 61 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 62 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 63 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 64 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 65 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 66 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 67 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 68 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 69 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 70 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 71 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 72 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 73   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 74 0 0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 75 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 76   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 77 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 78 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 79 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 80 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 81 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 82 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 83 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 84 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 85 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 86 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 87 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 88 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 89 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 90 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 91 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 92 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 93 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 94 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 95 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 96 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 97 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 98 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 99 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 100 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 101 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 102 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 103 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 104 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 105 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 106 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 107   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 108 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 109 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 110   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 111 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 112 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 113 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 114 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 115 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 116 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 117 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 118 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 119 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 120 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 121 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 122 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 123 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 124 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 125 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 126 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 127 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 128 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 129 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 130 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 131 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 132 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 133 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 134 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 135 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 136 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 137 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 138 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 139 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 140 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 141 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 142 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 143   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 144 1 1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 145 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 146   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 147 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 148 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 149 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 150 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 151 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 152 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 153 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 154 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 155 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 156 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 157 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 158 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 159 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 160 ) ) -RRB- 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work_w42xlvpc3nagplvbetz6f74zyy 515 181   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 182 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 183 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 184   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 185 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 186 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 187 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 188 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 189 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 190 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 191 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 192 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 193 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 194 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 195 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 196 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 197 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 198 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 199 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 200 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 201 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 202 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 203 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 204 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 205 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 206 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 207 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 208 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 209 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 210 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 211 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 212 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 213 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 214 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 215 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 216 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 217 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 218 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 219 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 220   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 221 2 2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 222 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 223   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 224 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 225 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 226 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 227 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 228 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 229 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 230 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 231 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 232 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 233 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 234 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 235 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 236 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 237 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 238 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 239 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 240 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 241 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 242 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 243 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 244 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 245 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 246 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 247 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 248 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 249 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 250 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 251 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 252 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 253 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 254 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 255 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 256 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 257   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 258 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 259 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 260   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 261 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 262 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 263 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 264 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 265 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 266 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 267 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 268 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 269 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 270 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 271 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 272 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 273 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 274 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 275 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 276 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 277 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 278 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 279 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 280 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 281 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 282 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 283 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 284 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 285 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 286 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 287 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 288 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 289 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 290 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 291 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 292 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 293 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 294   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 295 3 3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 296 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 297   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 298 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 299 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 300 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 301 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 302 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 303 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 304 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 305 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 306 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 307 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 308 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 309 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 310 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 311 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 312 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 313 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 314 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 315 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 316 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 317 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 318 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 319 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 320 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 321 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 322 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 323 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 324 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 325 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 326 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 327 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 328 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 329 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 330 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 331 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 332   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 333 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 334 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 335   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 336 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 337 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 338 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 339 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 340 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 341 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 342 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 343 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 344 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 345 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 346 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 347 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 348 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 349 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 350 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 351 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 352 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 353 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 354 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 355 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 356 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 357 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 358 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 359 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 360 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 361 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 362 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 363 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 364 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 365 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 366 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 367 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 368 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 369 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 370 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 371   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 372 4 4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 373 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 374   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 375 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 376 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 377 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 378 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 379 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 380 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 381 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 382 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 383 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 384 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 385 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 386 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 387 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 388 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 389 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 390 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 391 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 392 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 393 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 394 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 395 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 396 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 397 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 398 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 399 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 400 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 401 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 402 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 403 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 404 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 405   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 406 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 407 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 408   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 409 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 410 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 411 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 412 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 413 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 414 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 415 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 416 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 417 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 418 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 419 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 420 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 421 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 422 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 423 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 424 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 425 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 426 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 427 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 428 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 429 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 430 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 431 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 432 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 433 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 434 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 435 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 436 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 437 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 438 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 439 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 440   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 441 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 442 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 443   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 444 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 445 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 446 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 447 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 448 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 449 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 450 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 451 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 452 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 453 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 454 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 455 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 456 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 457 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 458 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 459 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 460 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 461 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 462 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 463 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 464 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 465 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 466 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 467 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 468 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 469 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 470 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 471 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 472 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 473 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 474   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 475 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 476 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 477   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 478 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 479 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 480 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 481 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 482 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 483 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 484 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 485 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 486 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 487 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 488 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 489 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 490 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 491 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 492 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 493 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 494 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 495 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 496 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 497 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 498 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 499 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 500 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 501 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 502 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 503 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 504 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 505 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 506 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 507 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 508 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 509 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 510   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 511 6 6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 512 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 513   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 514 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 515 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 516 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 517 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 518 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 519 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 520 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 521 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 522 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 523 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 524 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 525 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 526 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 527 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 528 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 529 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 530 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 531 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 532 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 533 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 534 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 535 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 536 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 537 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 538 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 539 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 540 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 541 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 542 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 543 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 544 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 545   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 546 7 7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 547 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 548   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 549 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 550 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 551 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 552 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 553 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 554 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 555 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 556 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 557 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 558 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 559 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 560 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 561 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 562 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 563 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 564 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 565 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 566 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 567 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 568 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 569 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 570 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 571 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 572 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 573 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 574 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 575 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 576 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 577 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 578 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 579 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 580 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 581 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 582   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 583 7 7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 584 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 585   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 586 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 587 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 588 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 589 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 590 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 591 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 592 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 593 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 594 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 595 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 596 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 597 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 598 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 599 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 600 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 601 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 602 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 603 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 604 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 605 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 606 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 607 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 608 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 609 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 610 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 611 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 612 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 613 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 614 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 615 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 616 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 617 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 618 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 619   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 620 8 8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 621 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 622   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 623 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 624 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 625 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 626 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 627 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 628 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 629 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 630 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 631 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 632 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 633 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 634 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 635 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 636 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 637 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 638 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 639 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 640 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 641 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 642 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 643 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 644 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 645 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 646 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 647 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 648 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 649 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 650 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 651 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 652 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 653 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 654 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 655 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 656 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 657   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 658 8 8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 659 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 660   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 661 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 662 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 663 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 664 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 665 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 666 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 667 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 668 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 669 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 670 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 671 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 672 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 673 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 674 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 675 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 676 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 677 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 678 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 679 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 680 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 681 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 682 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 683 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 684 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 685 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 686 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 687 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 688 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 689 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 690 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 691   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 692 9 9 CD work_w42xlvpc3nagplvbetz6f74zyy 515 693 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 694   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 695 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 696 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 697 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 698 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 699 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 700 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 701 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 702 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 703 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 704 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 705 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 706 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 707 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 708 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 709 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 710 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 711 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 712 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 713 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 714 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 715 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 716 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 717 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 718 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 719 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 720 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 721 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 722 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 723 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 724 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 725 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 726 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 727 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 728   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 729 9 9 CD work_w42xlvpc3nagplvbetz6f74zyy 515 730 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 731   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 732 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 733 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 734 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 735 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 736 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 737 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 738 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 739 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 740 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 741 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 742 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 743 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 744 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 745 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 746 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 747 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 748 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 749 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 750 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 751 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 752 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 753 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 754 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 755 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 756 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 757 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 758 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 759 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 760 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 761 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 762 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 763 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 764 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 765   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 766 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 515 767 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 768   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 769 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 770 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 771 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 772 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 773 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 774 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 775 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 776 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 777 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 778 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 779 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 780 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 781 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 782 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 783 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 784 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 785 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 786 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 787 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 788 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 789 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 790 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 791 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 792 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 793 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 794 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 795 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 796 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 797 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 798 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 799 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 800 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 801 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 802 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 803   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 804 10 10 CD work_w42xlvpc3nagplvbetz6f74zyy 515 805 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 806   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 807 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 808 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 809 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 810 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 811 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 812 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 813 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 814 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 815 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 816 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 817 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 818 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 819 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 820 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 821 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 822 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 823 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 824 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 825 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 826 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 827 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 828 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 829 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 830 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 831 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 832 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 833 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 834 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 835 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 836 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 837 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 838   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 839 11 11 CD work_w42xlvpc3nagplvbetz6f74zyy 515 840 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 841   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 842 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 843 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 844 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 845 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 846 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 847 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 848 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 849 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 850 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 851 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 852 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 853 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 854 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 855 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 856 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 857 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 858 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 859 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 860 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 861 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 862 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 863 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 864 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 865 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 866 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 867 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 868 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 869 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 870 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 871 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 872 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 873 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 874   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 875 11 11 CD work_w42xlvpc3nagplvbetz6f74zyy 515 876 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 877   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 878 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 879 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 880 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 881 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 882 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 883 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 884 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 885 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 886 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 887 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 888 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 889 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 890 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 891 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 892 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 893 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 894 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 895 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 896 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 897 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 898 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 899 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 900 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 901 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 902 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 903 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 904 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 905 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 906 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 907 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 908 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 909   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 910 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 515 911 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 912   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 913 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 914 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 915 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 916 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 917 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 918 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 919 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 920 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 921 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 922 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 923 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 924 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 925 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 926 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 927 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 928 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 929 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 930 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 931 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 932 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 933 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 934 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 935 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 936 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 937 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 938 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 939 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 940 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 941 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 942 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 943 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 944 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 945   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 946 12 12 CD work_w42xlvpc3nagplvbetz6f74zyy 515 947 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 948   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 949 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 950 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 951 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 952 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 953 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 954 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 955 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 956 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 957 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 958 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 959 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 960 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 961 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 962 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 963 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 964 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 965 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 966 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 967 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 968 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 969 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 970 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 971 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 972 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 973 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 974 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 975 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 976 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 977 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 978 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 979   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 980 13 13 CD work_w42xlvpc3nagplvbetz6f74zyy 515 981 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 982   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 983 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 984 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 985 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 986 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 987 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 988 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 989 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 990 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 991 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 992 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 993 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 994 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 995 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 996 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 997 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 998 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 999 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1000 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1001 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1002 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1003 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1004 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1005 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1006 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1007 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1008 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1009 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1010 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1011 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1012 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1013 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1014   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1015 13 13 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1016 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1017   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1018 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1019 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1020 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1021 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1022 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1023 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1024 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1025 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1026 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1027 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1028 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1029 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1030 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1031 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1032 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1033 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1034 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1035 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1036 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1037 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1038 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1039 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1040 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1041 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1042 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1043 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1044 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1045 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1046 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1047 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1048 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1049 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1050 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1051   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1052 14 14 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1053 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1054   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1055 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1056 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1057 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1058 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1059 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1060 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1061 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1062 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1063 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1064 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1065 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1066 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1067 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1068 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1069 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1070 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1071 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1072 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1073 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1074 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1075 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1076 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1077 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1078 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1079 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1080 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1081 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1082 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1083 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1084 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1085 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1086 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1087 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1088 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1089   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1090 14 14 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1091 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1092   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1093 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1094 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1095 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1096 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1097 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1098 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1099 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1100 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1101 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1102 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1103 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1104 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1105 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1106 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1107 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1108 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1109 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1110 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1111 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1112 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1113 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1114 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1115 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1116 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1117 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1118 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1119 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1120 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1121 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1122   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1123 15 15 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1124 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1125   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1126 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1127 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1128 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1129 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1130 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1131 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1132 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1133 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1134 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1135 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1136 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1137 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1138 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1139 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1140 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1141 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1142 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1143 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1144 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1145 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1146 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1147 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1148 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1149 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1150 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1151 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1152 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1153 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1154 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1155 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1156 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1157   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1158 15 15 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1159 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1160   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1161 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1162 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1163 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1164 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1165 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1166 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1167 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1168 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1169 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1170 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1171 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1172 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1173 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1174 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1175 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1176 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1177 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1178 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1179 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1180 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1181 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1182 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1183 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1184 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1185 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1186 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1187 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1188 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1189 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1190 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1191   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1192 16 16 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1193 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1194   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1195 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1196 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1197 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1198 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1199 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1200 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1201 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1202 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1203 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1204 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1205 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1206 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1207 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1208 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1209 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1210 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1211 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1212 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1213 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1214 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1215 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1216 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1217 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1218 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1219 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1220 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1221 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1222 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1223 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1224   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1225 16 16 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1226 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1227   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1228 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1229 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1230 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1231 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1232 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1233 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1234 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1235 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1236 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1237 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1238 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1239 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1240 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1241 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1242 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1243 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1244 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1245 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1246 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1247 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1248 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1249 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1250 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1251 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1252 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1253 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1254 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1255 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1256 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1257 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1258 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1259 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1260 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1261   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1262 17 17 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1263 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1264   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1265 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1266 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1267 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1268 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1269 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1270 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1271 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1272 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1273 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1274 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1275 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1276 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1277 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1278 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1279 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1280 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1281 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1282 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1283 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1284 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1285 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1286 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1287 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1288 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1289 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1290 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1291 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1292 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1293 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1294 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1295 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1296 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1297 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1298 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1299 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1300   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1301 17 17 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1302 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1303   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1304 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1305 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1306 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1307 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1308 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1309 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1310 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1311 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1312 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1313 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1314 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1315 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1316 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1317 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1318 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1319 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1320 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1321 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1322 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1323 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1324 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1325 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1326 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1327 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1328 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1329 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1330 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1331 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1332 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1333 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1334 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1335 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1336 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1337   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1338 18 18 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1339 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1340   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1341 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1342 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1343 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1344 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1345 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1346 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1347 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1348 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1349 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1350 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1351 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1352 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1353 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1354 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1355 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1356 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1357 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1358 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1359 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1360 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1361 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1362 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1363 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1364 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1365 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1366 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1367 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1368 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1369 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1370 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1371 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1372 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1373 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1374 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1375   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1376 18 18 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1377 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1378   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1379 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1380 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1381 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1382 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1383 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1384 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1385 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1386 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1387 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1388 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1389 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1390 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1391 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1392 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1393 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1394 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1395 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1396 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1397 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1398 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1399 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1400 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1401 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1402 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1403 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1404 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1405 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1406 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1407 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1408   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1409 19 19 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1410 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1411   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1412 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1413 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1414 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1415 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1416 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1417 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1418 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1419 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1420 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1421 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1422 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1423 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1424 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1425 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1426 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1427 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1428 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1429 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1430 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1431 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1432 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1433 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1434 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1435 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1436 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1437 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1438 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1439 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1440 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1441 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1442 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1443 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1444   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1445 19 19 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1446 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1447   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1448 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1449 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1450 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1451 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1452 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1453 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1454 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1455 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1456 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1457 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1458 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1459 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1460 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1461 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1462 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1463 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1464 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1465 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1466 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1467 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1468 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1469 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1470 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1471 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1472 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1473 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1474 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1475 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1476 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1477 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1478 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1479   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1480 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1481 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1482   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1483 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1484 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1485 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1486 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1487 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1488 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1489 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1490 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1491 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1492 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1493 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1494 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1495 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1496 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1497 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1498 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1499 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1500 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1501 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1502 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1503 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1504 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1505 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1506 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1507 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1508 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1509 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1510 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1511 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1512 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1513 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1514 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1515   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1516 20 20 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1517 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1518   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1519 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1520 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1521 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1522 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1523 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1524 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1525 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1526 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1527 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1528 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1529 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1530 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1531 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1532 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1533 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1534 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1535 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1536 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1537 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1538 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1539 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1540 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1541 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1542 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1543 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1544 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1545 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1546 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1547 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1548 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1549 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1550 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1551   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1552 21 21 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1553 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1554   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1555 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1556 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1557 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1558 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1559 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1560 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1561 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1562 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1563 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1564 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1565 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1566 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1567 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1568 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1569 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1570 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1571 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1572 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1573 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1574 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1575 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1576 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1577 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1578 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1579 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1580 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1581 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1582 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1583 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1584 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1585 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1586 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1587   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1588 21 21 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1589 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1590   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1591 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1592 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1593 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1594 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1595 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1596 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1597 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1598 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1599 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1600 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1601 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1602 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1603 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1604 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1605 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1606 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1607 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1608 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1609 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1610 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1611 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1612 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1613 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1614 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1615 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1616 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1617 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1618 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1619 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1620 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1621 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1622 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1623 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1624 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1625   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1626 22 22 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1627 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1628   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1629 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1630 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1631 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1632 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1633 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1634 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1635 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1636 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1637 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1638 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1639 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1640 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1641 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1642 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1643 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1644 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1645 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1646 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1647 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1648 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1649 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1650 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1651 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1652 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1653 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1654 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1655 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1656 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1657 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1658 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1659 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1660 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1661 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1662 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1663   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1664 22 22 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1665 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1666   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1667 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1668 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1669 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1670 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1671 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1672 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1673 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1674 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1675 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1676 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1677 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1678 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1679 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1680 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1681 0.15 0.15 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1682 0.10 0.10 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1683 0.05 0.05 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1684 0.00 0.00 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1685 0.05 0.05 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1686 0.10 0.10 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1687 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1688 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1689 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1690 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1691 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1692 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1693 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1694 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1695 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1696 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1697 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1698 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1699 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1700   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1701 23 23 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1702 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1703   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1704 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1705 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1706 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1707 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1708 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1709 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1710 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1711 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1712 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1713 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1714 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1715 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1716 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1717 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1718 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1719 0.15 0.15 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1720 0.10 0.10 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1721 0.05 0.05 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1722 0.00 0.00 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1723 0.05 0.05 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1724 0.10 0.10 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1725 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1726 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1727 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1728 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1729 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1730 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1731 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1732 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1733 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1734 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1735 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1736   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1737 23 23 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1738 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1739   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1740 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1741 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1742 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1743 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1744 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1745 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1746 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1747 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1748 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1749 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1750 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1751 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1752 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1753 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1754 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1755 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1756 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1757 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1758 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1759 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1760 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1761 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1762 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1763 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1764 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1765 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1766 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1767 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1768 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1769 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1770 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1771   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1772 24 24 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1773 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1774   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1775 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1776 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1777 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1778 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1779 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1780 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1781 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1782 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1783 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1784 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1785 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1786 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1787 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1788 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1789 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1790 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1791 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1792 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1793 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1794 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1795 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1796 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1797 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1798 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1799 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1800 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1801 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1802 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1803 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1804 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1805 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1806 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1807   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1808 24 24 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1809 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1810   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1811 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1812 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1813 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1814 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1815 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1816 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1817 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1818 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1819 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1820 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1821 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1822 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1823 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1824 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1825 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1826 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1827 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1828 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1829 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1830 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1831 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1832 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1833 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1834 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1835 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1836 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1837 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1838 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1839 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1840 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1841 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1842   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1843 25 25 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1844 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1845   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1846 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1847 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1848 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1849 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1850 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1851 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1852 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1853 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1854 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1855 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1856 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1857 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1858 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1859 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1860 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1861 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1862 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1863 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1864 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1865 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1866 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1867 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1868 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1869 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1870 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1871 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1872 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1873 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1874 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1875 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1876 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1877 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1878   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1879 25 25 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1880 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1881   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1882 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1883 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1884 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1885 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1886 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1887 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1888 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1889 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1890 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1891 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1892 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1893 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1894 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1895 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1896 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1897 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1898 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1899 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1900 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1901 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1902 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1903 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1904 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1905 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1906 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1907 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1908 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1909 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1910 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1911 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1912 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1913   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1914 26 26 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1915 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1916   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1917 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1918 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1919 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1920 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1921 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1922 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1923 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1924 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1925 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 1926 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1927 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1928 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1929 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1930 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1931 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1932 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1933 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1934 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1935 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1936 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1937 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1938 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1939 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1940 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1941 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1942 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1943 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1944 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1945 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1946 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1947 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1948 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1949   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1950 26 26 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1951 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1952   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1953 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 1954 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 1955 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 1956 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1957 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1958 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1959 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1960 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 1961 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1962 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1963 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1964 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1965 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1966 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1967 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1968 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1969 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1970 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1971 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1972 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1973 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1974 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1975 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 1976 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1977 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1978 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1979 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1980 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1981 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1982 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1983 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1984 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 1985 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1986 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1987   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1988 27 27 CD work_w42xlvpc3nagplvbetz6f74zyy 515 1989 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 1990   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 1991 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1992 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1993 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 1994 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 1995 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1996 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 1997 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 1998 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 1999 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2000 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2001 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2002 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2003 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2004 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2005 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2006 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2007 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2008 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2009 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2010 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2011 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2012 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2013 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2014 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2015 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2016 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2017 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2018 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2019 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2020 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2021 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2022 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2023 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2024 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2025 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2026 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2027   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2028 27 27 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2029 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2030   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2031 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2032 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2033 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2034 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2035 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2036 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2037 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2038 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2039 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2040 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2041 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2042 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2043 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2044 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2045 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2046 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2047 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2048 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2049 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2050 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2051 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2052 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2053 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2054 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2055 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2056 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2057 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2058 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2059   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2060 28 28 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2061 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2062   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2063 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2064 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2065 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2066 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2067 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2068 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2069 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2070 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2071 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2072 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2073 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2074 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2075 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2076 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2077 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2078 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2079 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2080 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2081 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2082 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2083 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2084 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2085 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2086 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2087 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2088 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2089 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2090 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2091 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2092 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2093 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2094   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2095 28 28 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2096 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2097   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2098 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2099 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2100 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2101 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2102 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2103 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2104 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2105 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2106 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2107 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2108 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2109 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2110 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2111 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2112 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2113 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2114 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2115 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2116 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2117 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2118 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2119 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2120 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2121 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2122 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2123 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2124 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2125 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2126 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2127 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2128 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2129 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2130 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2131   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2132 29 29 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2133 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2134   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2135 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2136 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2137 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2138 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2139 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2140 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2141 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2142 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2143 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2144 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2145 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2146 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2147 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2148 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2149 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2150 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2151 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2152 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2153 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2154 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2155 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2156 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2157 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2158 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2159 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2160 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2161 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2162 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2163 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2164 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2165 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2166 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2167 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2168   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2169 29 29 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2170 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2171   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2172 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2173 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2174 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2175 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2176 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2177 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2178 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2179 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2180 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2181 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2182 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2183 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2184 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2185 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2186 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2187 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2188 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2189 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2190 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2191 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2192 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2193 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2194 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2195 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2196 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2197 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2198 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2199 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2200 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2201 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2202 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2203   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2204 30 30 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2205 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2206   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2207 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2208 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2209 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2210 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2211 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2212 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2213 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2214 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2215 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2216 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2217 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2218 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2219 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2220 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2221 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2222 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2223 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2224 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2225 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2226 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2227 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2228 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2229 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2230 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2231 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2232 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2233 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2234 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2235 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2236 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2237 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2238   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2239 30 30 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2240 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2241   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2242 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2243 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2244 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2245 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2246 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2247 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2248 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2249 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2250 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2251 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2252 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2253 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2254 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2255 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2256 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2257 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2258 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2259 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2260 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2261 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2262 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2263 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2264 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2265 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2266 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2267 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2268 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2269 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2270 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2271 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2272 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2273 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2274 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2275 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2276 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2277   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2278 31 31 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2279 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2280   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2281 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2282 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2283 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2284 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2285 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2286 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2287 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2288 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2289 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2290 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2291 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2292 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2293 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2294 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2295 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2296 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2297 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2298 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2299 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2300 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2301 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2302 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2303 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2304 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2305 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2306 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2307 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2308 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2309 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2310 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2311 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2312 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2313 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2314 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2315 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2316 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2317   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2318 31 31 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2319 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2320   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2321 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2322 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2323 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2324 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2325 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2326 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2327 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2328 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2329 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2330 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2331 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2332 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2333 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2334 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2335 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2336 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2337 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2338 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2339 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2340 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2341 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2342 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2343 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2344 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2345 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2346 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2347 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2348 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2349 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2350 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2351 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2352 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2353 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2354 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2355   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2356 32 32 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2357 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2358   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2359 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2360 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2361 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2362 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2363 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2364 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2365 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2366 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2367 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2368 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2369 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2370 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2371 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2372 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2373 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2374 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2375 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2376 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2377 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2378 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2379 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2380 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2381 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2382 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2383 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2384 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2385 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2386 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2387 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2388 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2389 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2390 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2391 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2392 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2393 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2394   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2395 32 32 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2396 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2397   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2398 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2399 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2400 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2401 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2402 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2403 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2404 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2405 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2406 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2407 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2408 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2409 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2410 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2411 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2412 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2413 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2414 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2415 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2416 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2417 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2418 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2419 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2420 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2421 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2422 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2423 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2424 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2425 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2426 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2427 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2428   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2429 33 33 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2430 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2431   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2432 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2433 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2434 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2435 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2436 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2437 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2438 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2439 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2440 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2441 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2442 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2443 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2444 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2445 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2446 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2447 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2448 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2449 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2450 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2451 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2452 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2453 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2454 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2455 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2456 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2457 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2458 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2459 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2460 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2461 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2462 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2463 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2464   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2465 33 33 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2466 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2467   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2468 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2469 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2470 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2471 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2472 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2473 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2474 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2475 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2476 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2477 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2478 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2479 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2480 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2481 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2482 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2483 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2484 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2485 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2486 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2487 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2488 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2489 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2490 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2491 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2492 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2493 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2494 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2495 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2496 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2497 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2498 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2499 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2500   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2501 34 34 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2502 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2503   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2504 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2505 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2506 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2507 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2508 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2509 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2510 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2511 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2512 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2513 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2514 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2515 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2516 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2517 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2518 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2519 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2520 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2521 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2522 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2523 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2524 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2525 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2526 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2527 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2528 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2529 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2530 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2531 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2532 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2533 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2534 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2535 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2536 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2537 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2538   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2539 34 34 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2540 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2541   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2542 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2543 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2544 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2545 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2546 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2547 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2548 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2549 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2550 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2551 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2552 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2553 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2554 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2555 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2556 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2557 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2558 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2559 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2560 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2561 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2562 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2563 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2564 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2565 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2566 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2567 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2568 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2569 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2570 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2571 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2572 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2573   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2574 35 35 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2575 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2576   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2577 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2578 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2579 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2580 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2581 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2582 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2583 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2584 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2585 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2586 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2587 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2588 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2589 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2590 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2591 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2592 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2593 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2594 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2595 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2596 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2597 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2598 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2599 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2600 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2601 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2602 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2603 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2604 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2605 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2606 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2607 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2608 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2609   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2610 35 35 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2611 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2612   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2613 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2614 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2615 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2616 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2617 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2618 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2619 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2620 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2621 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2622 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2623 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2624 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2625 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2626 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2627 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2628 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2629 0.1 0.1 CD 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work_w42xlvpc3nagplvbetz6f74zyy 515 2650   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2651 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2652 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2653 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2654 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2655 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2656 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2657 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2658 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2659 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2660 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2661 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2662 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2663 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2664 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2665 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2666 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2667 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2668 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2669 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2670 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2671 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2672 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2673 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2674 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2675 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2676 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2677 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2678 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2679 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2680 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2681 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2682 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2683 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2684 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2685 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2686   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2687 36 36 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2688 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2689   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2690 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2691 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2692 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2693 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2694 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2695 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2696 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2697 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2698 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2699 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2700 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2701 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2702 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2703 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2704 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2705 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2706 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2707 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2708 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2709 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2710 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2711 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2712 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2713 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2714 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2715 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2716 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2717 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2718 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2719 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2720 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2721   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2722 37 37 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2723 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2724   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2725 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2726 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2727 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2728 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2729 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2730 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2731 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2732 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2733 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2734 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2735 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2736 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2737 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2738 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2739 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2740 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2741 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2742 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2743 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2744 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2745 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2746 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2747 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2748 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2749 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2750 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2751 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2752 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2753 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2754 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2755 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2756 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2757   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2758 37 37 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2759 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2760   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2761 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2762 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2763 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2764 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2765 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2766 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2767 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2768 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2769 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2770 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2771 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2772 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2773 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2774 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2775 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2776 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2777 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2778 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2779 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2780 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2781 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2782 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2783 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2784 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2785 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2786 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2787 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2788 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2789 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2790 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2791 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2792   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2793 38 38 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2794 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2795   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2796 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2797 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2798 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2799 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2800 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2801 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2802 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2803 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2804 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2805 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2806 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2807 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2808 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2809 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2810 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2811 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2812 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2813 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2814 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2815 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2816 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2817 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2818 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2819 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2820 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2821 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2822 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2823 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2824 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2825 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2826 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2827 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2828   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2829 38 38 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2830 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2831   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2832 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2833 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2834 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2835 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2836 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2837 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2838 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2839 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2840 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2841 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2842 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2843 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2844 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2845 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2846 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2847 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2848 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2849 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2850 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2851 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2852 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2853 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2854 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2855 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2856 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2857 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2858 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2859 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2860 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2861 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2862 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2863   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2864 39 39 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2865 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2866   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2867 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2868 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2869 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2870 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2871 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2872 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2873 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2874 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2875 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2876 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2877 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2878 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2879 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2880 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2881 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2882 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2883 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2884 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2885 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2886 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2887 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2888 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2889 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2890 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2891 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2892 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2893 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2894 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2895 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2896 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2897 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2898 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2899   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2900 39 39 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2901 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2902   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2903 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2904 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2905 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2906 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2907 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2908 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2909 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2910 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2911 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2912 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2913 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2914 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2915 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2916 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2917 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2918 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2919 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2920 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2921 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2922 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2923 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2924 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2925 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2926 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2927 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2928 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2929 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2930 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2931 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2932 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2933 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2934 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2935 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2936   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2937 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2938 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2939   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2940 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2941 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2942 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2943 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2944 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2945 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2946 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2947 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 2948 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 2949 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2950 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2951 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2952 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2953 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2954 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2955 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2956 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2957 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2958 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2959 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2960 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2961 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2962 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2963 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2964 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2965 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2966 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2967 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2968 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2969 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2970 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 2971 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2972 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2973   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2974 40 40 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2975 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 2976   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 2977 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 2978 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 2979 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 2980 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 2981 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2982 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2983 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2984 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 2985 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2986 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2987 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 2988 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2989 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 2990 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 2991 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2992 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2993 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2994 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2995 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2996 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2997 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 2998 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 2999 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3000 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3001 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3002 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3003 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3004 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3005 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3006 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3007 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3008 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3009 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3010 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3011   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3012 41 41 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3013 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3014   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3015 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3016 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3017 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3018 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3019 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3020 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3021 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3022 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3023 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3024 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3025 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3026 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3027 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3028 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3029 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3030 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3031 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3032 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3033 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3034 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3035 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3036 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3037 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3038 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3039 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3040 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3041 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3042 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3043 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3044 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3045 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3046 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3047 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3048 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3049   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3050 41 41 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3051 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3052   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3053 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3054 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3055 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3056 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3057 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3058 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3059 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3060 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3061 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3062 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3063 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3064 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3065 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3066 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3067 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3068 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3069 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3070 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3071 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3072 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3073 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3074 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3075 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3076 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3077 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3078 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3079 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3080 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3081 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3082 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3083 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3084 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3085   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3086 42 42 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3087 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3088   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3089 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3090 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3091 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3092 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3093 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3094 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3095 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3096 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3097 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3098 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3099 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3100 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3101 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3102 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3103 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3104 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3105 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3106 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3107 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3108 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3109 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3110 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3111 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3112 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3113 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3114 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3115 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3116 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3117 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3118 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3119 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3120 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3121 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3122 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3123   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3124 42 42 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3125 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3126   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3127 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3128 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3129 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3130 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3131 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3132 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3133 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3134 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3135 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3136 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3137 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3138 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3139 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3140 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3141 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3142 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3143 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3144 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3145 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3146 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3147 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3148 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3149 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3150 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3151 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3152 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3153 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3154 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3155 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3156 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3157   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3158 43 43 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3159 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3160   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3161 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3162 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3163 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3164 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3165 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3166 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3167 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3168 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3169 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3170 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3171 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3172 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3173 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3174 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3175 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3176 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3177 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3178 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3179 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3180 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3181 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3182 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3183 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3184 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3185 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3186 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3187 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3188 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3189 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3190 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3191 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3192   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3193 43 43 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3194 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3195   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3196 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3197 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3198 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3199 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3200 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3201 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3202 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3203 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3204 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3205 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3206 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3207 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3208 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3209 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3210 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3211 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3212 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3213 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3214 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3215 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3216 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3217 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3218 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3219 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3220 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3221 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3222 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3223 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3224 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3225 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3226 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3227 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3228 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3229 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3230 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3231   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3232 44 44 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3233 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3234   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3235 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3236 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3237 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3238 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3239 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3240 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3241 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3242 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3243 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3244 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3245 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3246 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3247 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3248 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3249 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3250 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3251 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3252 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3253 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3254 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3255 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3256 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3257 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3258 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3259 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3260 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3261 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3262 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3263 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3264 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3265 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3266 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3267 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3268 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3269 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3270 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3271   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3272 44 44 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3273 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3274   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3275 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3276 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3277 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3278 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3279 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3280 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3281 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3282 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3283 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3284 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3285 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3286 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3287 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3288 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3289 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3290 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3291 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3292 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3293 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3294 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3295 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3296 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3297 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3298 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3299 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3300 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3301 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3302 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3303 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3304 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3305 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3306 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3307   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3308 45 45 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3309 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3310   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3311 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3312 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3313 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3314 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3315 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3316 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3317 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3318 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3319 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3320 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3321 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3322 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3323 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3324 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3325 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3326 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3327 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3328 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3329 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3330 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3331 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3332 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3333 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3334 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3335 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3336 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3337 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3338 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3339 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3340 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3341 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3342 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3343 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3344   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3345 45 45 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3346 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3347   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3348 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3349 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3350 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3351 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3352 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3353 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3354 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3355 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3356 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3357 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3358 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3359 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3360 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3361 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3362 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3363 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3364 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3365 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3366 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3367 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3368 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3369 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3370 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3371 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3372 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3373 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3374 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3375 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3376 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3377 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3378 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3379   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3380 46 46 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3381 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3382   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3383 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3384 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3385 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3386 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3387 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3388 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3389 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3390 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3391 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3392 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3393 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3394 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3395 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3396 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3397 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3398 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3399 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3400 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3401 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3402 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3403 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3404 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3405 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3406 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3407 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3408 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3409 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3410 YXs yx NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3411 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3412 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3413 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3414   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3415 46 46 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3416 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3417   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3418 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3419 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3420 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3421 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3422 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3423 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3424 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3425 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3426 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3427 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3428 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3429 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3430 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3431 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3432 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3433 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3434 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3435 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3436 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3437 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3438 YX YX NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3439 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3440 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3441 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3442 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3443 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3444 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3445 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3446 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3447 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3448   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3449 47 47 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3450 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3451   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3452 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3453 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3454 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3455 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3456 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3457 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3458 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3459 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3460 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3461 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3462 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3463 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3464 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3465 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3466 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3467 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3468 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3469 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3470 1.0 1.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3471 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3472 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3473 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3474 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3475 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3476 YsXs YsXs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3477 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3478 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3479 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3480 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3481 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3482 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3483   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3484 47 47 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3485 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3486   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3487 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3488 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3489 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3490 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3491 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3492 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3493 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3494 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3495 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3496 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3497 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3498 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3499 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3500 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3501 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3502 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3503 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3504 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3505 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3506 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3507 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3508 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3509 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3510 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3511 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3512 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3513 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3514 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3515 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3516 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3517 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3518 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3519 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3520 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3521   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3522 48 48 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3523 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3524   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3525 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3526 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3527 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3528 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3529 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3530 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3531 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3532 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3533 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3534 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3535 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3536 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3537 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3538 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3539 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3540 0.8 0.8 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3541 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3542 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3543 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3544 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3545 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3546 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3547 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3548 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3549 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3550 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3551 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3552 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3553 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3554 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3555 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3556 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3557 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3558 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3559 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3560   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3561 48 48 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3562 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3563   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3564 RC rc VB work_w42xlvpc3nagplvbetz6f74zyy 515 3565 th th NN work_w42xlvpc3nagplvbetz6f74zyy 515 3566 e e NN work_w42xlvpc3nagplvbetz6f74zyy 515 3567 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3568 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3569 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3570 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3571 of of IN work_w42xlvpc3nagplvbetz6f74zyy 515 3572 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3573 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3574 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3575 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3576 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3577 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3578 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3579 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3580 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3581 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3582 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3583 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3584 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3585 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3586 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3587 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3588 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3589 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3590 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3591 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3592 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3593 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3594 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3595 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3596 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3597 YsUnit YsUnit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3598   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3599 49 49 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3600 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3601   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3602 PP PP NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3603 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3604 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3605 X x NN work_w42xlvpc3nagplvbetz6f74zyy 515 3606 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3607 s s NN work_w42xlvpc3nagplvbetz6f74zyy 515 3608 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3609 th th XX work_w42xlvpc3nagplvbetz6f74zyy 515 3610 at at IN work_w42xlvpc3nagplvbetz6f74zyy 515 3611 th th NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3612 e e NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3613 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3614 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3615 s s NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3616 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3617 0.7 0.7 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3618 0.6 0.6 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3619 0.5 0.5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3620 0.4 0.4 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3621 0.3 0.3 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3622 0.2 0.2 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3623 0.1 0.1 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3624 0.0 0.0 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3625 X X NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3626 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3627 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3628 X X NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3629 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3630 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3631 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3632 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3633 Y Y NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3634 Xs Xs NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3635 , , , work_w42xlvpc3nagplvbetz6f74zyy 515 3636 Ys Ys NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3637 Unit Unit NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3638   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3639 49 49 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3640 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3641   _SP work_w42xlvpc3nagplvbetz6f74zyy 515 3642 RC RC NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3643 Figure figure NN work_w42xlvpc3nagplvbetz6f74zyy 515 3644 5 5 CD work_w42xlvpc3nagplvbetz6f74zyy 515 3645 : : : work_w42xlvpc3nagplvbetz6f74zyy 515 3646 Activation activation NN work_w42xlvpc3nagplvbetz6f74zyy 515 3647 plots plot NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3648 for for IN work_w42xlvpc3nagplvbetz6f74zyy 515 3649 all all DT work_w42xlvpc3nagplvbetz6f74zyy 515 3650 units unit NNS work_w42xlvpc3nagplvbetz6f74zyy 515 3651 ( ( -LRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3652 see see VB work_w42xlvpc3nagplvbetz6f74zyy 515 3653 Figure Figure NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3654 3a 3a NNP work_w42xlvpc3nagplvbetz6f74zyy 515 3655 ) ) -RRB- work_w42xlvpc3nagplvbetz6f74zyy 515 3656 . . . work_w42xlvpc3nagplvbetz6f74zyy 516 1 535 535 CD work_w42xlvpc3nagplvbetz6f74zyy 516 2 536 536 CD