id sid tid token lemma pos work_j4jyyr4gnrbelgfykpcumrgui4 1 1 Transactions transaction NNS work_j4jyyr4gnrbelgfykpcumrgui4 1 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 1 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 1 4 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 1 5 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 1 6 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 1 7 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 1 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 1 9 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 1 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 1 11 2013 2013 CD work_j4jyyr4gnrbelgfykpcumrgui4 1 12 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 1 13 75–88 75–88 CD work_j4jyyr4gnrbelgfykpcumrgui4 1 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 2 1 Action Action NNP work_j4jyyr4gnrbelgfykpcumrgui4 2 2 Editor Editor NNP work_j4jyyr4gnrbelgfykpcumrgui4 2 3 : : : work_j4jyyr4gnrbelgfykpcumrgui4 2 4 Sharon Sharon NNP work_j4jyyr4gnrbelgfykpcumrgui4 2 5 Goldwater Goldwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 2 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 3 1 Submitted submit VBN work_j4jyyr4gnrbelgfykpcumrgui4 3 2 11/2012 11/2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 3 3 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 3 4 Revised revise VBN work_j4jyyr4gnrbelgfykpcumrgui4 3 5 1/2013 1/2013 CD work_j4jyyr4gnrbelgfykpcumrgui4 3 6 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 3 7 Published publish VBN work_j4jyyr4gnrbelgfykpcumrgui4 3 8 3/2013 3/2013 CD work_j4jyyr4gnrbelgfykpcumrgui4 3 9 . . . work_j4jyyr4gnrbelgfykpcumrgui4 4 1 c c NNP work_j4jyyr4gnrbelgfykpcumrgui4 4 2 © © NNP work_j4jyyr4gnrbelgfykpcumrgui4 4 3 2013 2013 CD work_j4jyyr4gnrbelgfykpcumrgui4 4 4 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 4 5 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 4 6 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 4 7 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 4 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 5 1 An an DT work_j4jyyr4gnrbelgfykpcumrgui4 5 2 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 3 Model model NN work_j4jyyr4gnrbelgfykpcumrgui4 5 4 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 5 5 Inducing induce VBG work_j4jyyr4gnrbelgfykpcumrgui4 5 6 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 7 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 8 Grammars Grammars NNPS work_j4jyyr4gnrbelgfykpcumrgui4 5 9 Yonatan Yonatan NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 10 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 11 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 5 12 Julia Julia NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 13 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 14 Department Department NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 5 16 Computer Computer NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 17 Science Science NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 18 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 5 19 University University NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 20 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 5 21 Illinois Illinois NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 22 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 5 23 Urbana Urbana NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 24 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 5 25 Champaign Champaign NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 26 201 201 CD work_j4jyyr4gnrbelgfykpcumrgui4 5 27 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 28 Goodwin Goodwin NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 29 Ave Ave NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 30 Urbana Urbana NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 31 , , , work_j4jyyr4gnrbelgfykpcumrgui4 5 32 IL IL NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 33 61801 61801 CD work_j4jyyr4gnrbelgfykpcumrgui4 5 34 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 5 35 bisk1,juliahmr}@illinois.edu bisk1,juliahmr}@illinois.edu NN work_j4jyyr4gnrbelgfykpcumrgui4 5 36 Abstract Abstract NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 37 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 5 38 introduce introduce VBP work_j4jyyr4gnrbelgfykpcumrgui4 5 39 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 5 40 novel novel NN work_j4jyyr4gnrbelgfykpcumrgui4 5 41 nonparametric nonparametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 5 42 Bayesian bayesian JJ work_j4jyyr4gnrbelgfykpcumrgui4 5 43 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 5 44 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 5 45 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 5 46 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 5 47 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 5 48 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 49 Cat- Cat- NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 50 egorial egorial JJ work_j4jyyr4gnrbelgfykpcumrgui4 5 51 Grammars Grammars NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 52 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 5 53 POS POS NNP work_j4jyyr4gnrbelgfykpcumrgui4 5 54 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 5 55 tagged tag VBN work_j4jyyr4gnrbelgfykpcumrgui4 5 56 text text NN work_j4jyyr4gnrbelgfykpcumrgui4 5 57 . . . work_j4jyyr4gnrbelgfykpcumrgui4 6 1 It -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 6 2 achieves achieve VBZ work_j4jyyr4gnrbelgfykpcumrgui4 6 3 state state NN work_j4jyyr4gnrbelgfykpcumrgui4 6 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 6 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 6 6 art art NN work_j4jyyr4gnrbelgfykpcumrgui4 6 7 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 6 8 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 6 9 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 6 10 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 6 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 6 12 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 6 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 6 14 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 6 15 induces induce NNS work_j4jyyr4gnrbelgfykpcumrgui4 6 16 linguisti- linguisti- VBP work_j4jyyr4gnrbelgfykpcumrgui4 6 17 cally cally RB work_j4jyyr4gnrbelgfykpcumrgui4 6 18 plausible plausible JJ work_j4jyyr4gnrbelgfykpcumrgui4 6 19 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 6 20 . . . work_j4jyyr4gnrbelgfykpcumrgui4 7 1 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 7 2 Introduction introduction NN work_j4jyyr4gnrbelgfykpcumrgui4 7 3 What what WP work_j4jyyr4gnrbelgfykpcumrgui4 7 4 grammatical grammatical JJ work_j4jyyr4gnrbelgfykpcumrgui4 7 5 representation representation NN work_j4jyyr4gnrbelgfykpcumrgui4 7 6 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 7 7 appropriate appropriate JJ work_j4jyyr4gnrbelgfykpcumrgui4 7 8 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 7 9 unsupervised unsupervised JJ work_j4jyyr4gnrbelgfykpcumrgui4 7 10 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 7 11 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 7 12 ? ? . work_j4jyyr4gnrbelgfykpcumrgui4 8 1 Initial initial JJ work_j4jyyr4gnrbelgfykpcumrgui4 8 2 attempts attempt NNS work_j4jyyr4gnrbelgfykpcumrgui4 8 3 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 8 4 context context NN work_j4jyyr4gnrbelgfykpcumrgui4 8 5 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 8 6 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 8 7 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 8 8 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 8 9 CFGs CFGs NNP work_j4jyyr4gnrbelgfykpcumrgui4 8 10 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 8 11 were be VBD work_j4jyyr4gnrbelgfykpcumrgui4 8 12 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 8 13 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 8 14 successful successful JJ work_j4jyyr4gnrbelgfykpcumrgui4 8 15 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 8 16 Carroll Carroll NNP work_j4jyyr4gnrbelgfykpcumrgui4 8 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 8 18 Charniak Charniak NNP work_j4jyyr4gnrbelgfykpcumrgui4 8 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 8 20 1992 1992 CD work_j4jyyr4gnrbelgfykpcumrgui4 8 21 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 8 22 Charniak Charniak NNP work_j4jyyr4gnrbelgfykpcumrgui4 8 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 8 24 1993 1993 CD work_j4jyyr4gnrbelgfykpcumrgui4 8 25 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 8 26 . . . work_j4jyyr4gnrbelgfykpcumrgui4 9 1 One one CD work_j4jyyr4gnrbelgfykpcumrgui4 9 2 reason reason NN work_j4jyyr4gnrbelgfykpcumrgui4 9 3 may may MD work_j4jyyr4gnrbelgfykpcumrgui4 9 4 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 9 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 9 6 CFGs CFGs NNPS work_j4jyyr4gnrbelgfykpcumrgui4 9 7 require require VBP work_j4jyyr4gnrbelgfykpcumrgui4 9 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 9 9 specification specification NN work_j4jyyr4gnrbelgfykpcumrgui4 9 10 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 9 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 9 12 finite finite JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 13 inventory inventory NN work_j4jyyr4gnrbelgfykpcumrgui4 9 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 9 15 nonterminal nonterminal JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 16 cat- cat- NN work_j4jyyr4gnrbelgfykpcumrgui4 9 17 egories egorie NNS work_j4jyyr4gnrbelgfykpcumrgui4 9 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 9 19 rewrite rewrite VB work_j4jyyr4gnrbelgfykpcumrgui4 9 20 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 9 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 9 22 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 9 23 unless unless IN work_j4jyyr4gnrbelgfykpcumrgui4 9 24 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 9 25 adopts adopt VBZ work_j4jyyr4gnrbelgfykpcumrgui4 9 26 lin- lin- JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 27 guistic guistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 28 principles principle NNS work_j4jyyr4gnrbelgfykpcumrgui4 9 29 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 30 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 9 31 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 9 32 - - NN work_j4jyyr4gnrbelgfykpcumrgui4 9 33 bar bar NN work_j4jyyr4gnrbelgfykpcumrgui4 9 34 theory theory NN work_j4jyyr4gnrbelgfykpcumrgui4 9 35 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 9 36 Jackendoff Jackendoff NNP work_j4jyyr4gnrbelgfykpcumrgui4 9 37 , , , work_j4jyyr4gnrbelgfykpcumrgui4 9 38 1977 1977 CD work_j4jyyr4gnrbelgfykpcumrgui4 9 39 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 9 40 , , , work_j4jyyr4gnrbelgfykpcumrgui4 9 41 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 9 42 nonterminals nonterminal NNS work_j4jyyr4gnrbelgfykpcumrgui4 9 43 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 9 44 essentially essentially RB work_j4jyyr4gnrbelgfykpcumrgui4 9 45 arbitrary arbitrary JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 46 labels label NNS work_j4jyyr4gnrbelgfykpcumrgui4 9 47 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 9 48 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 9 49 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 9 50 combined combine VBN work_j4jyyr4gnrbelgfykpcumrgui4 9 51 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 9 52 arbitrary arbitrary JJ work_j4jyyr4gnrbelgfykpcumrgui4 9 53 ways way NNS work_j4jyyr4gnrbelgfykpcumrgui4 9 54 . . . work_j4jyyr4gnrbelgfykpcumrgui4 10 1 While while IN work_j4jyyr4gnrbelgfykpcumrgui4 10 2 further further JJ work_j4jyyr4gnrbelgfykpcumrgui4 10 3 CFG CFG NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 4 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 10 5 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 10 6 approaches approach NNS work_j4jyyr4gnrbelgfykpcumrgui4 10 7 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 10 8 been be VBN work_j4jyyr4gnrbelgfykpcumrgui4 10 9 proposed propose VBN work_j4jyyr4gnrbelgfykpcumrgui4 10 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 10 11 Clark Clark NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 10 13 2001 2001 CD work_j4jyyr4gnrbelgfykpcumrgui4 10 14 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 10 15 Kurihara Kurihara NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 10 17 Sato Sato NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 10 19 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 10 20 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 10 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 10 22 most most RBS work_j4jyyr4gnrbelgfykpcumrgui4 10 23 re- re- JJ work_j4jyyr4gnrbelgfykpcumrgui4 10 24 cent cent NN work_j4jyyr4gnrbelgfykpcumrgui4 10 25 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 10 26 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 10 27 followed follow VBN work_j4jyyr4gnrbelgfykpcumrgui4 10 28 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 29 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 10 30 Manning Manning NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 31 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 10 32 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 10 33 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 10 34 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 10 35 developing develop VBG work_j4jyyr4gnrbelgfykpcumrgui4 10 36 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 10 37 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 10 38 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 10 39 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 10 40 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 10 41 projec- projec- NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 42 tive tive NNP work_j4jyyr4gnrbelgfykpcumrgui4 10 43 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 10 44 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 10 45 . . . work_j4jyyr4gnrbelgfykpcumrgui4 11 1 It -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 11 2 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 11 3 been be VBN work_j4jyyr4gnrbelgfykpcumrgui4 11 4 shown show VBN work_j4jyyr4gnrbelgfykpcumrgui4 11 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 11 6 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 11 7 sophisticated sophisticated JJ work_j4jyyr4gnrbelgfykpcumrgui4 11 8 probability probability NN work_j4jyyr4gnrbelgfykpcumrgui4 11 9 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 11 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 11 11 Headden Headden NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 12 III III NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 13 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 11 14 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 15 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 17 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 18 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 11 19 Gillenwater Gillenwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 20 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 21 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 22 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 24 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 25 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 11 26 Cohen Cohen NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 27 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 11 28 Smith Smith NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 30 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 31 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 11 32 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 11 33 learning learning NN work_j4jyyr4gnrbelgfykpcumrgui4 11 34 regimes regime NNS work_j4jyyr4gnrbelgfykpcumrgui4 11 35 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 11 36 Spitkovsky Spitkovsky NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 37 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 11 38 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 39 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 40 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 41 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 42 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 11 43 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 44 as as RB work_j4jyyr4gnrbelgfykpcumrgui4 11 45 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 11 46 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 11 47 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 11 48 incorporation incorporation NN work_j4jyyr4gnrbelgfykpcumrgui4 11 49 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 11 50 prior prior JJ work_j4jyyr4gnrbelgfykpcumrgui4 11 51 lin- lin- JJ work_j4jyyr4gnrbelgfykpcumrgui4 11 52 guistic guistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 11 53 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 11 54 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 11 55 Cohen Cohen NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 56 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 11 57 Smith Smith NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 58 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 59 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 60 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 11 61 Berg- Berg- NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 62 Kirkpatrick Kirkpatrick NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 63 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 11 64 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 65 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 66 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 67 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 11 68 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 69 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 70 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 71 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 72 , , , work_j4jyyr4gnrbelgfykpcumrgui4 11 73 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 11 74 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 11 75 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 11 76 lead lead VB work_j4jyyr4gnrbelgfykpcumrgui4 11 77 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 11 78 significant significant JJ work_j4jyyr4gnrbelgfykpcumrgui4 11 79 improvement improvement NN work_j4jyyr4gnrbelgfykpcumrgui4 11 80 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 11 81 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 82 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 11 83 Manning Manning NNP work_j4jyyr4gnrbelgfykpcumrgui4 11 84 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 11 85 baseline baseline NN work_j4jyyr4gnrbelgfykpcumrgui4 11 86 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 11 87 . . . work_j4jyyr4gnrbelgfykpcumrgui4 12 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 12 2 use use NN work_j4jyyr4gnrbelgfykpcumrgui4 12 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 12 4 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 12 5 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 12 6 circumvents circumvent VBZ work_j4jyyr4gnrbelgfykpcumrgui4 12 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 12 8 question question NN work_j4jyyr4gnrbelgfykpcumrgui4 12 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 12 10 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 12 11 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 12 12 obtain obtain VB work_j4jyyr4gnrbelgfykpcumrgui4 12 13 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 12 14 appropriate appropriate JJ work_j4jyyr4gnrbelgfykpcumrgui4 12 15 inventory inventory NN work_j4jyyr4gnrbelgfykpcumrgui4 12 16 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 12 17 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 12 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 12 19 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 12 20 depen- depen- NN work_j4jyyr4gnrbelgfykpcumrgui4 12 21 dency dency NN work_j4jyyr4gnrbelgfykpcumrgui4 12 22 parses parse NNS work_j4jyyr4gnrbelgfykpcumrgui4 12 23 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 12 24 simply simply RB work_j4jyyr4gnrbelgfykpcumrgui4 12 25 defined define VBN work_j4jyyr4gnrbelgfykpcumrgui4 12 26 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 12 27 unlabeled unlabeled JJ work_j4jyyr4gnrbelgfykpcumrgui4 12 28 edges edge NNS work_j4jyyr4gnrbelgfykpcumrgui4 12 29 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 12 30 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 12 31 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 12 32 items item NNS work_j4jyyr4gnrbelgfykpcumrgui4 12 33 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 12 34 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 12 35 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 12 36 . . . work_j4jyyr4gnrbelgfykpcumrgui4 13 1 But but CC work_j4jyyr4gnrbelgfykpcumrgui4 13 2 de- de- JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 3 pendency pendency NN work_j4jyyr4gnrbelgfykpcumrgui4 13 4 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 13 5 make make VBP work_j4jyyr4gnrbelgfykpcumrgui4 13 6 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 13 7 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 13 8 difficult difficult JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 9 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 13 10 cap- cap- RB work_j4jyyr4gnrbelgfykpcumrgui4 13 11 ture ture NN work_j4jyyr4gnrbelgfykpcumrgui4 13 12 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 13 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 14 local local JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 15 structures structure NNS work_j4jyyr4gnrbelgfykpcumrgui4 13 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 13 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 13 18 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 13 19 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 13 20 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 13 21 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 13 22 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 13 23 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 13 24 show show VBP work_j4jyyr4gnrbelgfykpcumrgui4 13 25 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 13 26 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 13 27 may may MD work_j4jyyr4gnrbelgfykpcumrgui4 13 28 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 13 29 advantageous advantageous JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 30 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 13 31 refor- refor- JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 32 mulate mulate VB work_j4jyyr4gnrbelgfykpcumrgui4 13 33 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 13 34 underlying underlie VBG work_j4jyyr4gnrbelgfykpcumrgui4 13 35 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 13 36 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 13 37 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 13 38 terms term NNS work_j4jyyr4gnrbelgfykpcumrgui4 13 39 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 13 40 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 13 41 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 13 42 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 13 43 substitution substitution NN work_j4jyyr4gnrbelgfykpcumrgui4 13 44 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 13 45 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 13 46 TSG TSG NNP work_j4jyyr4gnrbelgfykpcumrgui4 13 47 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 13 48 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 13 49 pairs pair VBZ work_j4jyyr4gnrbelgfykpcumrgui4 13 50 words word NNS work_j4jyyr4gnrbelgfykpcumrgui4 13 51 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 13 52 treelets treelet NNS work_j4jyyr4gnrbelgfykpcumrgui4 13 53 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 13 54 specify specify VBP work_j4jyyr4gnrbelgfykpcumrgui4 13 55 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 13 56 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 13 57 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 13 58 left left JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 59 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 13 60 right right JJ work_j4jyyr4gnrbelgfykpcumrgui4 13 61 dependents dependent NNS work_j4jyyr4gnrbelgfykpcumrgui4 13 62 they -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 13 63 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 13 64 . . . work_j4jyyr4gnrbelgfykpcumrgui4 14 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 14 2 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 14 3 paper paper NN work_j4jyyr4gnrbelgfykpcumrgui4 14 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 14 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 14 6 explore explore VBP work_j4jyyr4gnrbelgfykpcumrgui4 14 7 yet yet RB work_j4jyyr4gnrbelgfykpcumrgui4 14 8 another another DT work_j4jyyr4gnrbelgfykpcumrgui4 14 9 option option NN work_j4jyyr4gnrbelgfykpcumrgui4 14 10 : : : work_j4jyyr4gnrbelgfykpcumrgui4 14 11 instead instead RB work_j4jyyr4gnrbelgfykpcumrgui4 14 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 14 13 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 14 14 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 14 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 14 16 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 14 17 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 14 18 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 14 19 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 14 20 Gram- Gram- NNP work_j4jyyr4gnrbelgfykpcumrgui4 14 21 mar mar NN work_j4jyyr4gnrbelgfykpcumrgui4 14 22 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 14 23 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 14 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 14 25 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 14 26 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 14 27 1996 1996 CD work_j4jyyr4gnrbelgfykpcumrgui4 14 28 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 14 29 2000 2000 CD work_j4jyyr4gnrbelgfykpcumrgui4 14 30 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 14 31 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 14 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 14 33 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 14 34 linguistically linguistically RB work_j4jyyr4gnrbelgfykpcumrgui4 14 35 expressive expressive JJ work_j4jyyr4gnrbelgfykpcumrgui4 14 36 formalism formalism NN work_j4jyyr4gnrbelgfykpcumrgui4 14 37 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 14 38 pairs pair VBZ work_j4jyyr4gnrbelgfykpcumrgui4 14 39 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 14 40 items item NNS work_j4jyyr4gnrbelgfykpcumrgui4 14 41 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 14 42 rich rich JJ work_j4jyyr4gnrbelgfykpcumrgui4 14 43 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 14 44 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 14 45 capture capture VBP work_j4jyyr4gnrbelgfykpcumrgui4 14 46 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 14 47 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 14 48 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 14 49 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 14 50 in- in- JJ work_j4jyyr4gnrbelgfykpcumrgui4 14 51 formation formation NN work_j4jyyr4gnrbelgfykpcumrgui4 14 52 . . . work_j4jyyr4gnrbelgfykpcumrgui4 15 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 15 2 may may MD work_j4jyyr4gnrbelgfykpcumrgui4 15 3 seem seem VB work_j4jyyr4gnrbelgfykpcumrgui4 15 4 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 15 5 puzzling puzzling JJ work_j4jyyr4gnrbelgfykpcumrgui4 15 6 choice choice NN work_j4jyyr4gnrbelgfykpcumrgui4 15 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 15 8 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 15 9 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 15 10 requires require VBZ work_j4jyyr4gnrbelgfykpcumrgui4 15 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 15 12 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 15 13 larger large JJR work_j4jyyr4gnrbelgfykpcumrgui4 15 14 inventory inventory NN work_j4jyyr4gnrbelgfykpcumrgui4 15 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 15 16 cat- cat- JJ work_j4jyyr4gnrbelgfykpcumrgui4 15 17 egories egorie NNS work_j4jyyr4gnrbelgfykpcumrgui4 15 18 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 15 19 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 15 20 commonly commonly RB work_j4jyyr4gnrbelgfykpcumrgui4 15 21 assumed assume VBN work_j4jyyr4gnrbelgfykpcumrgui4 15 22 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 15 23 CFGs cfg NNS work_j4jyyr4gnrbelgfykpcumrgui4 15 24 . . . work_j4jyyr4gnrbelgfykpcumrgui4 16 1 How- How- NNP work_j4jyyr4gnrbelgfykpcumrgui4 16 2 ever ever RB work_j4jyyr4gnrbelgfykpcumrgui4 16 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 16 4 unlike unlike IN work_j4jyyr4gnrbelgfykpcumrgui4 16 5 CFG CFG NNP work_j4jyyr4gnrbelgfykpcumrgui4 16 6 nonterminals nonterminal NNS work_j4jyyr4gnrbelgfykpcumrgui4 16 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 16 8 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 16 9 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 16 10 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 16 11 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 16 12 arbitrary arbitrary JJ work_j4jyyr4gnrbelgfykpcumrgui4 16 13 symbols symbol NNS work_j4jyyr4gnrbelgfykpcumrgui4 16 14 : : : work_j4jyyr4gnrbelgfykpcumrgui4 16 15 they -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 16 16 encode encode VBP work_j4jyyr4gnrbelgfykpcumrgui4 16 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 16 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 16 19 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 16 20 deter- deter- CD work_j4jyyr4gnrbelgfykpcumrgui4 16 21 mined mine VBN work_j4jyyr4gnrbelgfykpcumrgui4 16 22 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 16 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 16 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 16 25 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 16 26 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 16 27 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 16 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 16 29 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 16 30 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 16 31 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 16 32 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 16 33 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 16 34 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 16 35 arguments argument NNS work_j4jyyr4gnrbelgfykpcumrgui4 16 36 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 16 37 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 16 38 takes take VBZ work_j4jyyr4gnrbelgfykpcumrgui4 16 39 . . . work_j4jyyr4gnrbelgfykpcumrgui4 17 1 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 17 2 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 17 3 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 17 4 similar similar JJ work_j4jyyr4gnrbelgfykpcumrgui4 17 5 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 17 6 TSG TSG NNP work_j4jyyr4gnrbelgfykpcumrgui4 17 7 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 17 8 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 17 9 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 17 10 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 17 11 pairs pair VBZ work_j4jyyr4gnrbelgfykpcumrgui4 17 12 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 17 13 items item NNS work_j4jyyr4gnrbelgfykpcumrgui4 17 14 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 17 15 rich rich JJ work_j4jyyr4gnrbelgfykpcumrgui4 17 16 items item NNS work_j4jyyr4gnrbelgfykpcumrgui4 17 17 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 17 18 capture capture VBP work_j4jyyr4gnrbelgfykpcumrgui4 17 19 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 17 20 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 17 21 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 17 22 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 17 23 in- in- JJ work_j4jyyr4gnrbelgfykpcumrgui4 17 24 formation formation NN work_j4jyyr4gnrbelgfykpcumrgui4 17 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 18 1 Like like IN work_j4jyyr4gnrbelgfykpcumrgui4 18 2 TSG TSG NNP work_j4jyyr4gnrbelgfykpcumrgui4 18 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 18 4 projective projective JJ work_j4jyyr4gnrbelgfykpcumrgui4 18 5 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 18 6 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 18 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 18 8 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 18 9 restrict restrict VBP work_j4jyyr4gnrbelgfykpcumrgui4 18 10 ourselves -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 18 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 18 12 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 18 13 weakly weakly NN work_j4jyyr4gnrbelgfykpcumrgui4 18 14 context- context- NN work_j4jyyr4gnrbelgfykpcumrgui4 18 15 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 18 16 fragment fragment NN work_j4jyyr4gnrbelgfykpcumrgui4 18 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 18 18 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 18 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 19 1 But but CC work_j4jyyr4gnrbelgfykpcumrgui4 19 2 while while IN work_j4jyyr4gnrbelgfykpcumrgui4 19 3 TSG TSG NNP work_j4jyyr4gnrbelgfykpcumrgui4 19 4 does do VBZ work_j4jyyr4gnrbelgfykpcumrgui4 19 5 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 19 6 dis- dis- VB work_j4jyyr4gnrbelgfykpcumrgui4 19 7 tinguish tinguish NN work_j4jyyr4gnrbelgfykpcumrgui4 19 8 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 19 9 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 19 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 19 11 modifier modifi JJR work_j4jyyr4gnrbelgfykpcumrgui4 19 12 dependen- dependen- NN work_j4jyyr4gnrbelgfykpcumrgui4 19 13 cies cie NNS work_j4jyyr4gnrbelgfykpcumrgui4 19 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 19 15 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 19 16 makes make VBZ work_j4jyyr4gnrbelgfykpcumrgui4 19 17 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 19 18 explicit explicit JJ work_j4jyyr4gnrbelgfykpcumrgui4 19 19 distinction distinction NN work_j4jyyr4gnrbelgfykpcumrgui4 19 20 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 19 21 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 19 22 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 19 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 20 1 And and CC work_j4jyyr4gnrbelgfykpcumrgui4 20 2 while while IN work_j4jyyr4gnrbelgfykpcumrgui4 20 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 20 4 elementary elementary JJ work_j4jyyr4gnrbelgfykpcumrgui4 20 5 trees tree NNS work_j4jyyr4gnrbelgfykpcumrgui4 20 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 20 7 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 20 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 20 9 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 20 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 20 11 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 20 12 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 20 13 ’s ’ VBG work_j4jyyr4gnrbelgfykpcumrgui4 20 14 TSG TSG NNP work_j4jyyr4gnrbelgfykpcumrgui4 20 15 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 20 16 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 20 17 internal internal JJ work_j4jyyr4gnrbelgfykpcumrgui4 20 18 nodel nodel NN work_j4jyyr4gnrbelgfykpcumrgui4 20 19 la- la- XX work_j4jyyr4gnrbelgfykpcumrgui4 20 20 bels bel NNS work_j4jyyr4gnrbelgfykpcumrgui4 20 21 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 20 22 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 20 23 obvious obvious JJ work_j4jyyr4gnrbelgfykpcumrgui4 20 24 linguistic linguistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 20 25 interpretation interpretation NN work_j4jyyr4gnrbelgfykpcumrgui4 20 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 20 27 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 20 28 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 20 29 behavior behavior NN work_j4jyyr4gnrbelgfykpcumrgui4 20 30 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 20 31 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 20 32 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 20 33 constituent constituent NN work_j4jyyr4gnrbelgfykpcumrgui4 20 34 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 20 35 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 20 36 directly directly RB work_j4jyyr4gnrbelgfykpcumrgui4 20 37 inferred infer VBN work_j4jyyr4gnrbelgfykpcumrgui4 20 38 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 20 39 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 20 40 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 20 41 . . . work_j4jyyr4gnrbelgfykpcumrgui4 21 1 To to TO work_j4jyyr4gnrbelgfykpcumrgui4 21 2 see see VB work_j4jyyr4gnrbelgfykpcumrgui4 21 3 whether whether IN work_j4jyyr4gnrbelgfykpcumrgui4 21 4 75 75 CD work_j4jyyr4gnrbelgfykpcumrgui4 21 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 21 6 algorithm algorithm NN work_j4jyyr4gnrbelgfykpcumrgui4 21 7 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 21 8 identified identify VBN work_j4jyyr4gnrbelgfykpcumrgui4 21 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 21 10 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 21 11 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 21 12 prop- prop- JJ work_j4jyyr4gnrbelgfykpcumrgui4 21 13 erties ertie NNS work_j4jyyr4gnrbelgfykpcumrgui4 21 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 21 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 21 16 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 21 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 21 18 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 21 19 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 21 20 hence hence RB work_j4jyyr4gnrbelgfykpcumrgui4 21 21 sufficient sufficient JJ work_j4jyyr4gnrbelgfykpcumrgui4 21 22 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 21 23 in- in- RB work_j4jyyr4gnrbelgfykpcumrgui4 21 24 spect spect VB work_j4jyyr4gnrbelgfykpcumrgui4 21 25 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 21 26 induced induced JJ work_j4jyyr4gnrbelgfykpcumrgui4 21 27 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 21 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 22 1 Conversely conversely RB work_j4jyyr4gnrbelgfykpcumrgui4 22 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 22 3 Boonkwan Boonkwan NNP work_j4jyyr4gnrbelgfykpcumrgui4 22 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 22 5 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 22 6 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 22 7 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 22 8 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 22 9 show show VBP work_j4jyyr4gnrbelgfykpcumrgui4 22 10 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 22 11 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 22 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 22 13 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 22 14 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 22 15 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 22 16 properties property NNS work_j4jyyr4gnrbelgfykpcumrgui4 22 17 makes make VBZ work_j4jyyr4gnrbelgfykpcumrgui4 22 18 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 22 19 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 22 20 easy easy JJ work_j4jyyr4gnrbelgfykpcumrgui4 22 21 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 22 22 cre- cre- VB work_j4jyyr4gnrbelgfykpcumrgui4 22 23 ate ate VB work_j4jyyr4gnrbelgfykpcumrgui4 22 24 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 22 25 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 22 26 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 22 27 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 22 28 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 22 29 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 22 30 accurate accurate JJ work_j4jyyr4gnrbelgfykpcumrgui4 22 31 unsu- unsu- NN work_j4jyyr4gnrbelgfykpcumrgui4 22 32 pervised pervise VBN work_j4jyyr4gnrbelgfykpcumrgui4 22 33 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 22 34 parsing parsing NN work_j4jyyr4gnrbelgfykpcumrgui4 22 35 . . . work_j4jyyr4gnrbelgfykpcumrgui4 23 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 23 2 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 23 3 recently recently RB work_j4jyyr4gnrbelgfykpcumrgui4 23 4 proposed propose VBN work_j4jyyr4gnrbelgfykpcumrgui4 23 5 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 23 6 algorithm algorithm NN work_j4jyyr4gnrbelgfykpcumrgui4 23 7 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 23 8 inducing induce VBG work_j4jyyr4gnrbelgfykpcumrgui4 23 9 CCGs CCGs NNPS work_j4jyyr4gnrbelgfykpcumrgui4 23 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 23 11 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 23 12 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 23 13 Hocken- Hocken- NNP work_j4jyyr4gnrbelgfykpcumrgui4 23 14 maier maier NN work_j4jyyr4gnrbelgfykpcumrgui4 23 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 23 16 2012b 2012b LS work_j4jyyr4gnrbelgfykpcumrgui4 23 17 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 23 18 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 23 19 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 23 20 been be VBN work_j4jyyr4gnrbelgfykpcumrgui4 23 21 shown show VBN work_j4jyyr4gnrbelgfykpcumrgui4 23 22 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 23 23 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 23 24 competitive competitive JJ work_j4jyyr4gnrbelgfykpcumrgui4 23 25 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 23 26 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 23 27 approaches approach NNS work_j4jyyr4gnrbelgfykpcumrgui4 23 28 even even RB work_j4jyyr4gnrbelgfykpcumrgui4 23 29 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 23 30 paired pair VBN work_j4jyyr4gnrbelgfykpcumrgui4 23 31 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 23 32 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 23 33 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 23 34 simple simple JJ work_j4jyyr4gnrbelgfykpcumrgui4 23 35 probability probability NN work_j4jyyr4gnrbelgfykpcumrgui4 23 36 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 23 37 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 23 38 Gelling gel VBG work_j4jyyr4gnrbelgfykpcumrgui4 23 39 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 23 40 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 23 41 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 23 42 , , , work_j4jyyr4gnrbelgfykpcumrgui4 23 43 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 23 44 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 23 45 . . . work_j4jyyr4gnrbelgfykpcumrgui4 24 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 24 2 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 24 3 paper paper NN work_j4jyyr4gnrbelgfykpcumrgui4 24 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 24 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 24 6 pair pair VBP work_j4jyyr4gnrbelgfykpcumrgui4 24 7 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 24 8 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 24 9 algorithm algorithm NN work_j4jyyr4gnrbelgfykpcumrgui4 24 10 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 24 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 24 12 novel novel NN work_j4jyyr4gnrbelgfykpcumrgui4 24 13 nonparametric nonparametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 14 Bayesian bayesian JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 15 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 24 16 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 24 17 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 24 18 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 24 19 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 24 20 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 24 21 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 22 factorization factorization NN work_j4jyyr4gnrbelgfykpcumrgui4 24 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 24 24 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 24 25 derivations derivation NNS work_j4jyyr4gnrbelgfykpcumrgui4 24 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 24 27 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 24 28 show show VBP work_j4jyyr4gnrbelgfykpcumrgui4 24 29 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 24 30 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 24 31 outperforms outperform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 24 32 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 24 33 original original JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 34 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 24 35 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 24 36 many many JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 37 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 38 approaches approach NNS work_j4jyyr4gnrbelgfykpcumrgui4 24 39 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 24 40 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 24 41 large large JJ work_j4jyyr4gnrbelgfykpcumrgui4 24 42 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 24 43 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 24 44 lan- lan- NN work_j4jyyr4gnrbelgfykpcumrgui4 24 45 guages guage NNS work_j4jyyr4gnrbelgfykpcumrgui4 24 46 . . . work_j4jyyr4gnrbelgfykpcumrgui4 25 1 Our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 25 2 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 25 3 indicate indicate VBP work_j4jyyr4gnrbelgfykpcumrgui4 25 4 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 25 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 25 6 use use NN work_j4jyyr4gnrbelgfykpcumrgui4 25 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 25 8 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 25 9 yields yield NNS work_j4jyyr4gnrbelgfykpcumrgui4 25 10 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 25 11 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 25 12 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 25 13 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 25 14 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 25 15 robust robust JJ work_j4jyyr4gnrbelgfykpcumrgui4 25 16 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 25 17 dealing deal VBG work_j4jyyr4gnrbelgfykpcumrgui4 25 18 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 25 19 longer long JJR work_j4jyyr4gnrbelgfykpcumrgui4 25 20 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 25 21 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 25 22 most most JJS work_j4jyyr4gnrbelgfykpcumrgui4 25 23 de- de- JJ work_j4jyyr4gnrbelgfykpcumrgui4 25 24 pendency pendency NN work_j4jyyr4gnrbelgfykpcumrgui4 25 25 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 25 26 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 25 27 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 25 28 approaches approach NNS work_j4jyyr4gnrbelgfykpcumrgui4 25 29 . . . work_j4jyyr4gnrbelgfykpcumrgui4 26 1 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 26 2 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 3 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 4 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 5 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 6 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 7 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 8 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 26 9 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 26 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 26 11 2000 2000 CD work_j4jyyr4gnrbelgfykpcumrgui4 26 12 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 26 13 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 26 14 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 26 15 linguistically linguistically RB work_j4jyyr4gnrbelgfykpcumrgui4 26 16 expressive expressive JJ work_j4jyyr4gnrbelgfykpcumrgui4 26 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 26 18 lexicalized lexicalize VBD work_j4jyyr4gnrbelgfykpcumrgui4 26 19 grammar grammar VBD work_j4jyyr4gnrbelgfykpcumrgui4 26 20 formalism formalism NN work_j4jyyr4gnrbelgfykpcumrgui4 26 21 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 26 22 associates associate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 26 23 rich rich JJ work_j4jyyr4gnrbelgfykpcumrgui4 26 24 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 26 25 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 26 26 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 26 27 words word NNS work_j4jyyr4gnrbelgfykpcumrgui4 26 28 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 26 29 constituents constituent NNS work_j4jyyr4gnrbelgfykpcumrgui4 26 30 . . . work_j4jyyr4gnrbelgfykpcumrgui4 27 1 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 27 2 simplicity simplicity NN work_j4jyyr4gnrbelgfykpcumrgui4 27 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 27 4 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 27 5 restrict restrict VBP work_j4jyyr4gnrbelgfykpcumrgui4 27 6 ourselves -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 27 7 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 27 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 27 9 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 27 10 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 27 11 atomic atomic JJ work_j4jyyr4gnrbelgfykpcumrgui4 27 12 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 27 13 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 27 14 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 27 15 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 27 16 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 27 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 27 18 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 27 19 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 27 20 encompassing encompass VBG work_j4jyyr4gnrbelgfykpcumrgui4 27 21 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 27 22 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 27 23 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 27 24 noun noun JJ work_j4jyyr4gnrbelgfykpcumrgui4 27 25 phrases phrase NNS work_j4jyyr4gnrbelgfykpcumrgui4 27 26 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 27 27 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 27 28 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 27 29 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 27 30 recursively recursively RB work_j4jyyr4gnrbelgfykpcumrgui4 27 31 build build VBP work_j4jyyr4gnrbelgfykpcumrgui4 27 32 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 27 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 28 1 Complex complex JJ work_j4jyyr4gnrbelgfykpcumrgui4 28 2 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 28 3 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 28 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 28 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 28 6 form form NN work_j4jyyr4gnrbelgfykpcumrgui4 28 7 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 28 8 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 28 9 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 28 10 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 28 11 X\Y x\y NN work_j4jyyr4gnrbelgfykpcumrgui4 28 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 28 13 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 28 14 represent represent VBP work_j4jyyr4gnrbelgfykpcumrgui4 28 15 functions function NNS work_j4jyyr4gnrbelgfykpcumrgui4 28 16 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 28 17 return return VBP work_j4jyyr4gnrbelgfykpcumrgui4 28 18 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 28 19 result result NN work_j4jyyr4gnrbelgfykpcumrgui4 28 20 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 28 21 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 28 22 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 28 23 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 28 24 combined combine VBN work_j4jyyr4gnrbelgfykpcumrgui4 28 25 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 28 26 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 28 27 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 28 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 28 29 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 28 30 Y. Y. NNP work_j4jyyr4gnrbelgfykpcumrgui4 29 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 29 2 directionality directionality NN work_j4jyyr4gnrbelgfykpcumrgui4 29 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 29 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 29 5 slash slash NN work_j4jyyr4gnrbelgfykpcumrgui4 29 6 indicates indicate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 29 7 whether whether IN work_j4jyyr4gnrbelgfykpcumrgui4 29 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 29 9 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 29 10 precedes precede VBZ work_j4jyyr4gnrbelgfykpcumrgui4 29 11 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 29 12 follows follow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 29 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 29 14 functor functor NN work_j4jyyr4gnrbelgfykpcumrgui4 29 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 30 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 30 2 write write VBP work_j4jyyr4gnrbelgfykpcumrgui4 30 3 X|Y X|Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 30 4 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 30 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 30 6 direction direction NN work_j4jyyr4gnrbelgfykpcumrgui4 30 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 30 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 30 9 slash slash NN work_j4jyyr4gnrbelgfykpcumrgui4 30 10 does do VBZ work_j4jyyr4gnrbelgfykpcumrgui4 30 11 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 30 12 matter matter VB work_j4jyyr4gnrbelgfykpcumrgui4 30 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 31 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 31 2 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 31 3 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 31 4 encodes encode VBZ work_j4jyyr4gnrbelgfykpcumrgui4 31 5 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 31 6 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 31 7 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 31 8 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 31 9 information information NN work_j4jyyr4gnrbelgfykpcumrgui4 31 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 32 1 It -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 32 2 pairs pair VBZ work_j4jyyr4gnrbelgfykpcumrgui4 32 3 every every DT work_j4jyyr4gnrbelgfykpcumrgui4 32 4 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 32 5 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 32 6 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 32 7 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 32 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 32 9 cate- cate- FW work_j4jyyr4gnrbelgfykpcumrgui4 32 10 gories gorie NNS work_j4jyyr4gnrbelgfykpcumrgui4 32 11 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 32 12 define define VBP work_j4jyyr4gnrbelgfykpcumrgui4 32 13 both both CC work_j4jyyr4gnrbelgfykpcumrgui4 32 14 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 32 15 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 16 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 17 behavior behavior NN work_j4jyyr4gnrbelgfykpcumrgui4 32 18 as as RB work_j4jyyr4gnrbelgfykpcumrgui4 32 19 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 32 20 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 32 21 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 22 overall overall JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 23 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 32 24 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 32 25 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 32 26 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 27 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 32 28 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 29 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 32 30 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 31 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 32 he -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 32 33 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 34 girl girl NN work_j4jyyr4gnrbelgfykpcumrgui4 32 35 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 36 lunch lunch NN work_j4jyyr4gnrbelgfykpcumrgui4 32 37 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 38 ... ... : work_j4jyyr4gnrbelgfykpcumrgui4 32 39 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 40 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 32 41 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 32 42 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 32 43 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 44 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 45 good good JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 46 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 47 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 48 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 49 eating eat VBG work_j4jyyr4gnrbelgfykpcumrgui4 32 50 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 51 ... ... NFP work_j4jyyr4gnrbelgfykpcumrgui4 32 52 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 53 S\N s\n NN work_j4jyyr4gnrbelgfykpcumrgui4 32 54 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 55 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 56 sleeps sleep NNS work_j4jyyr4gnrbelgfykpcumrgui4 32 57 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 58 ate eat VBD work_j4jyyr4gnrbelgfykpcumrgui4 32 59 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 60 eating eat VBG work_j4jyyr4gnrbelgfykpcumrgui4 32 61 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 62 ... ... : work_j4jyyr4gnrbelgfykpcumrgui4 32 63 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 64 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 65 S\N)/N s\n)/n NN work_j4jyyr4gnrbelgfykpcumrgui4 32 66 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 67 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 68 sees see NNS work_j4jyyr4gnrbelgfykpcumrgui4 32 69 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 70 ate eat VBD work_j4jyyr4gnrbelgfykpcumrgui4 32 71 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 72 ... ... NFP work_j4jyyr4gnrbelgfykpcumrgui4 32 73 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 74 S\S s\s NN work_j4jyyr4gnrbelgfykpcumrgui4 32 75 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 76 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 77 quickly quickly RB work_j4jyyr4gnrbelgfykpcumrgui4 32 78 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 79 today today NN work_j4jyyr4gnrbelgfykpcumrgui4 32 80 ... ... NFP work_j4jyyr4gnrbelgfykpcumrgui4 32 81 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 82 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 83 S\N)/(S\N S\N)/(S\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 32 84 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 85 : : : work_j4jyyr4gnrbelgfykpcumrgui4 32 86 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 87 good good JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 88 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 89 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 90 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 91 ... ... : work_j4jyyr4gnrbelgfykpcumrgui4 32 92 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 32 93 To to TO work_j4jyyr4gnrbelgfykpcumrgui4 32 94 draw draw VB work_j4jyyr4gnrbelgfykpcumrgui4 32 95 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 32 96 simple simple JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 97 contrast contrast NN work_j4jyyr4gnrbelgfykpcumrgui4 32 98 , , , work_j4jyyr4gnrbelgfykpcumrgui4 32 99 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 32 100 Spanish Spanish NNP work_j4jyyr4gnrbelgfykpcumrgui4 32 101 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 32 102 would would MD work_j4jyyr4gnrbelgfykpcumrgui4 32 103 expect expect VB work_j4jyyr4gnrbelgfykpcumrgui4 32 104 adjectives adjective NNS work_j4jyyr4gnrbelgfykpcumrgui4 32 105 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 32 106 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 32 107 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 108 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 32 109 N\N N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 32 110 because because IN work_j4jyyr4gnrbelgfykpcumrgui4 32 111 Spanish spanish JJ work_j4jyyr4gnrbelgfykpcumrgui4 32 112 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 32 113 ordering ordering NN work_j4jyyr4gnrbelgfykpcumrgui4 32 114 dictates dictate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 32 115 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 32 116 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 117 adjective adjective NN work_j4jyyr4gnrbelgfykpcumrgui4 32 118 fol- fol- NN work_j4jyyr4gnrbelgfykpcumrgui4 32 119 low low PDT work_j4jyyr4gnrbelgfykpcumrgui4 32 120 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 32 121 noun noun NN work_j4jyyr4gnrbelgfykpcumrgui4 32 122 . . . work_j4jyyr4gnrbelgfykpcumrgui4 33 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 33 2 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 33 3 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 33 4 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 33 5 capture capture VBP work_j4jyyr4gnrbelgfykpcumrgui4 33 6 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 33 7 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 33 8 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 33 9 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 33 10 : : : work_j4jyyr4gnrbelgfykpcumrgui4 33 11 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 33 12 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 33 13 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 33 14 relations relation NNS work_j4jyyr4gnrbelgfykpcumrgui4 33 15 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 33 16 captured capture VBN work_j4jyyr4gnrbelgfykpcumrgui4 33 17 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 33 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 33 19 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 33 20 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 33 21 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 33 22 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 33 23 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 33 24 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 33 25 e.g. e.g. RB work_j4jyyr4gnrbelgfykpcumrgui4 34 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 34 2 S\N)/N S\N)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 34 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 34 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 34 5 whereas whereas IN work_j4jyyr4gnrbelgfykpcumrgui4 34 6 head head JJ work_j4jyyr4gnrbelgfykpcumrgui4 34 7 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 34 8 modifier modifier NN work_j4jyyr4gnrbelgfykpcumrgui4 34 9 relations relation NNS work_j4jyyr4gnrbelgfykpcumrgui4 34 10 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 34 11 cap- cap- RB work_j4jyyr4gnrbelgfykpcumrgui4 34 12 tured ture VBN work_j4jyyr4gnrbelgfykpcumrgui4 34 13 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 34 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 34 15 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 34 16 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 34 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 34 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 34 19 modifier modifier NN work_j4jyyr4gnrbelgfykpcumrgui4 34 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 34 21 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 34 22 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 34 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 34 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 34 25 form form NN work_j4jyyr4gnrbelgfykpcumrgui4 34 26 X\X x\x NN work_j4jyyr4gnrbelgfykpcumrgui4 34 27 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 34 28 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 34 29 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 34 30 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 34 31 , , , work_j4jyyr4gnrbelgfykpcumrgui4 34 32 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 34 33 may may MD work_j4jyyr4gnrbelgfykpcumrgui4 34 34 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 34 35 further further JJ work_j4jyyr4gnrbelgfykpcumrgui4 34 36 arguments argument NNS work_j4jyyr4gnrbelgfykpcumrgui4 34 37 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 34 38 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 34 39 own own JJ work_j4jyyr4gnrbelgfykpcumrgui4 34 40 . . . work_j4jyyr4gnrbelgfykpcumrgui4 35 1 Our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 35 2 goal goal NN work_j4jyyr4gnrbelgfykpcumrgui4 35 3 will will MD work_j4jyyr4gnrbelgfykpcumrgui4 35 4 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 35 5 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 35 6 automati- automati- VB work_j4jyyr4gnrbelgfykpcumrgui4 35 7 cally cally RB work_j4jyyr4gnrbelgfykpcumrgui4 35 8 learn learn VB work_j4jyyr4gnrbelgfykpcumrgui4 35 9 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 35 10 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 35 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 35 12 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 35 13 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 35 14 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 35 15 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 35 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 36 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 36 2 Figure figure NN work_j4jyyr4gnrbelgfykpcumrgui4 36 3 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 36 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 36 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 36 6 juxtapose juxtapose VBP work_j4jyyr4gnrbelgfykpcumrgui4 36 7 several several JJ work_j4jyyr4gnrbelgfykpcumrgui4 36 8 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 36 9 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 36 10 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 36 11 were be VBD work_j4jyyr4gnrbelgfykpcumrgui4 36 12 automatically automatically RB work_j4jyyr4gnrbelgfykpcumrgui4 36 13 discovered discover VBN work_j4jyyr4gnrbelgfykpcumrgui4 36 14 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 36 15 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 36 16 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 36 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 37 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 37 2 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 37 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 37 4 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 37 5 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 37 6 defined define VBN work_j4jyyr4gnrbelgfykpcumrgui4 37 7 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 37 8 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 37 9 small small JJ work_j4jyyr4gnrbelgfykpcumrgui4 37 10 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 37 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 37 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 37 13 combinatory combinatory JJ work_j4jyyr4gnrbelgfykpcumrgui4 37 14 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 37 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 37 16 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 37 17 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 37 18 traditionally traditionally RB work_j4jyyr4gnrbelgfykpcumrgui4 37 19 writ- writ- RB work_j4jyyr4gnrbelgfykpcumrgui4 37 20 ten ten CD work_j4jyyr4gnrbelgfykpcumrgui4 37 21 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 37 22 schemas schema NNS work_j4jyyr4gnrbelgfykpcumrgui4 37 23 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 37 24 define define VBP work_j4jyyr4gnrbelgfykpcumrgui4 37 25 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 37 26 constituents constituent NNS work_j4jyyr4gnrbelgfykpcumrgui4 37 27 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 37 28 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 37 29 combined combine VBN work_j4jyyr4gnrbelgfykpcumrgui4 37 30 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 37 31 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 37 32 bottom bottom NN work_j4jyyr4gnrbelgfykpcumrgui4 37 33 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 37 34 up up RP work_j4jyyr4gnrbelgfykpcumrgui4 37 35 fashion fashion NN work_j4jyyr4gnrbelgfykpcumrgui4 37 36 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 37 37 although although IN work_j4jyyr4gnrbelgfykpcumrgui4 37 38 genera- genera- JJ work_j4jyyr4gnrbelgfykpcumrgui4 37 39 tive tive JJ work_j4jyyr4gnrbelgfykpcumrgui4 37 40 probability probability NN work_j4jyyr4gnrbelgfykpcumrgui4 37 41 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 37 42 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 37 43 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 37 44 view view VBP work_j4jyyr4gnrbelgfykpcumrgui4 37 45 them -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 37 46 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 37 47 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 37 48 top- top- NN work_j4jyyr4gnrbelgfykpcumrgui4 37 49 down down JJ work_j4jyyr4gnrbelgfykpcumrgui4 37 50 manner manner NN work_j4jyyr4gnrbelgfykpcumrgui4 37 51 , , , work_j4jyyr4gnrbelgfykpcumrgui4 37 52 akin akin JJ work_j4jyyr4gnrbelgfykpcumrgui4 37 53 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 37 54 CFG CFG NNP work_j4jyyr4gnrbelgfykpcumrgui4 37 55 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 37 56 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 37 57 . . . work_j4jyyr4gnrbelgfykpcumrgui4 38 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 38 2 first first JJ work_j4jyyr4gnrbelgfykpcumrgui4 38 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 38 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 38 5 most most RBS work_j4jyyr4gnrbelgfykpcumrgui4 38 6 obvious obvious JJ work_j4jyyr4gnrbelgfykpcumrgui4 38 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 38 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 38 9 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 38 10 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 38 11 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 38 12 function function NN work_j4jyyr4gnrbelgfykpcumrgui4 38 13 application application NN work_j4jyyr4gnrbelgfykpcumrgui4 38 14 : : : work_j4jyyr4gnrbelgfykpcumrgui4 38 15 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 38 16 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 38 17 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 38 18 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 38 19 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 38 20 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 38 21 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 38 22 B0 b0 RB work_j4jyyr4gnrbelgfykpcumrgui4 38 23 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 38 24 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 38 25 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 38 26 X\Y x\y NN work_j4jyyr4gnrbelgfykpcumrgui4 38 27 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 38 28 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 38 29 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 38 30 B0 B0 NNP work_j4jyyr4gnrbelgfykpcumrgui4 38 31 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 38 32 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 38 33 Here here RB work_j4jyyr4gnrbelgfykpcumrgui4 38 34 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 38 35 functor functor NN work_j4jyyr4gnrbelgfykpcumrgui4 38 36 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 38 37 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 38 38 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 38 39 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 38 40 X\Y X\Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 38 41 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 38 42 applied apply VBN work_j4jyyr4gnrbelgfykpcumrgui4 38 43 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 38 44 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 38 45 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 38 46 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 38 47 resulting result VBG work_j4jyyr4gnrbelgfykpcumrgui4 38 48 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 38 49 X. X. NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 1 While while IN work_j4jyyr4gnrbelgfykpcumrgui4 39 2 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 3 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 4 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 39 6 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 39 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 39 8 additional additional JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 9 combinatory combinatory NN work_j4jyyr4gnrbelgfykpcumrgui4 39 10 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 39 11 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 12 type- type- XX work_j4jyyr4gnrbelgfykpcumrgui4 39 13 raising raising NN work_j4jyyr4gnrbelgfykpcumrgui4 39 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 39 15 generalized generalized JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 16 variants variant NNS work_j4jyyr4gnrbelgfykpcumrgui4 39 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 39 18 composition composition NN work_j4jyyr4gnrbelgfykpcumrgui4 39 19 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 20 substitution substitution NN work_j4jyyr4gnrbelgfykpcumrgui4 39 21 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 22 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 39 23 increase increase VBP work_j4jyyr4gnrbelgfykpcumrgui4 39 24 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 39 25 generative generative JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 26 capacity capacity NN work_j4jyyr4gnrbelgfykpcumrgui4 39 27 be- be- XX work_j4jyyr4gnrbelgfykpcumrgui4 39 28 yond yond NN work_j4jyyr4gnrbelgfykpcumrgui4 39 29 context context NN work_j4jyyr4gnrbelgfykpcumrgui4 39 30 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 39 31 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 32 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 39 33 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 34 allow allow VB work_j4jyyr4gnrbelgfykpcumrgui4 39 35 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 39 36 elegant elegant JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 37 treatment treatment NN work_j4jyyr4gnrbelgfykpcumrgui4 39 38 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 39 39 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 40 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 41 local local JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 42 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 39 43 arising arise VBG work_j4jyyr4gnrbelgfykpcumrgui4 39 44 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 39 45 ex- ex- DT work_j4jyyr4gnrbelgfykpcumrgui4 39 46 traction traction NN work_j4jyyr4gnrbelgfykpcumrgui4 39 47 , , , work_j4jyyr4gnrbelgfykpcumrgui4 39 48 coordination coordination NN work_j4jyyr4gnrbelgfykpcumrgui4 39 49 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 50 scrambling scrambling NN work_j4jyyr4gnrbelgfykpcumrgui4 39 51 , , , work_j4jyyr4gnrbelgfykpcumrgui4 39 52 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 39 53 follow follow VBP work_j4jyyr4gnrbelgfykpcumrgui4 39 54 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 55 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 56 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 57 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 58 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 39 59 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 60 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 61 use use VB work_j4jyyr4gnrbelgfykpcumrgui4 39 62 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 39 63 restricted restrict VBN work_j4jyyr4gnrbelgfykpcumrgui4 39 64 fragment fragment NN work_j4jyyr4gnrbelgfykpcumrgui4 39 65 , , , work_j4jyyr4gnrbelgfykpcumrgui4 39 66 without without IN work_j4jyyr4gnrbelgfykpcumrgui4 39 67 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 39 68 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 39 69 raising raising NN work_j4jyyr4gnrbelgfykpcumrgui4 39 70 , , , work_j4jyyr4gnrbelgfykpcumrgui4 39 71 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 39 72 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 73 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 39 74 ba- ba- NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 75 sic sic NN work_j4jyyr4gnrbelgfykpcumrgui4 39 76 composition composition NN work_j4jyyr4gnrbelgfykpcumrgui4 39 77 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 78 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 79 context context NN work_j4jyyr4gnrbelgfykpcumrgui4 39 80 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 39 81 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 82 : : : work_j4jyyr4gnrbelgfykpcumrgui4 39 83 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 39 84 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 39 85 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 86 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 87 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 39 88 Z Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 89 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 39 90 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 39 91 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 39 92 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 39 93 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 94 B1 b1 NN work_j4jyyr4gnrbelgfykpcumrgui4 39 95 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 39 96 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 97 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 98 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 39 99 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 100 Y\Z y\z NN work_j4jyyr4gnrbelgfykpcumrgui4 39 101 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 39 102 X\Z X\Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 103 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 104 B1X B1X NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 105 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 39 106 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 107 Y\Z Y\Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 108 X\Y x\y NN work_j4jyyr4gnrbelgfykpcumrgui4 39 109 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 39 110 X\Z X\Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 111 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 112 B1 b1 NN work_j4jyyr4gnrbelgfykpcumrgui4 39 113 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 39 114 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 115 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 116 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 39 117 Z Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 118 X\Y x\y NN work_j4jyyr4gnrbelgfykpcumrgui4 39 119 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 39 120 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 39 121 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 39 122 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 39 123 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 124 B1X b1x NN work_j4jyyr4gnrbelgfykpcumrgui4 39 125 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 39 126 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 39 127 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 39 128 superscript superscript NN work_j4jyyr4gnrbelgfykpcumrgui4 39 129 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 39 130 denotes denote VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 131 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 39 132 arity arity NN work_j4jyyr4gnrbelgfykpcumrgui4 39 133 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 39 134 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 39 135 compo- compo- NN work_j4jyyr4gnrbelgfykpcumrgui4 39 136 sition sition NN work_j4jyyr4gnrbelgfykpcumrgui4 39 137 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 39 138 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 139 too too RB work_j4jyyr4gnrbelgfykpcumrgui4 39 140 low low JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 141 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 39 142 recover recover VB work_j4jyyr4gnrbelgfykpcumrgui4 39 143 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 144 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 145 projective projective JJ work_j4jyyr4gnrbelgfykpcumrgui4 39 146 de- de- NN work_j4jyyr4gnrbelgfykpcumrgui4 39 147 pendencies pendencie VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 148 , , , work_j4jyyr4gnrbelgfykpcumrgui4 39 149 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 39 150 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 39 151 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 39 152 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 39 153 thus thus RB work_j4jyyr4gnrbelgfykpcumrgui4 39 154 weakly weakly RB work_j4jyyr4gnrbelgfykpcumrgui4 39 155 equiva- equiva- NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 156 lent lend VBN work_j4jyyr4gnrbelgfykpcumrgui4 39 157 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 39 158 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 39 159 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 39 160 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 39 161 representations representation NNS work_j4jyyr4gnrbelgfykpcumrgui4 39 162 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 39 163 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 39 164 commonly commonly RB work_j4jyyr4gnrbelgfykpcumrgui4 39 165 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 39 166 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 39 167 grammar grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 168 induction induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 39 169 . . . work_j4jyyr4gnrbelgfykpcumrgui4 40 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 40 2 main main JJ work_j4jyyr4gnrbelgfykpcumrgui4 40 3 role role NN work_j4jyyr4gnrbelgfykpcumrgui4 40 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 40 5 composition composition NN work_j4jyyr4gnrbelgfykpcumrgui4 40 6 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 40 7 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 40 8 fragment fragment NN work_j4jyyr4gnrbelgfykpcumrgui4 40 9 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 40 10 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 40 11 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 40 12 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 40 13 sentential sentential JJ work_j4jyyr4gnrbelgfykpcumrgui4 40 14 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 40 15 verb verb JJ work_j4jyyr4gnrbelgfykpcumrgui4 40 16 modifiers modifier NNS work_j4jyyr4gnrbelgfykpcumrgui4 40 17 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 40 18 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 40 19 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 40 20 cat- cat- JJ work_j4jyyr4gnrbelgfykpcumrgui4 40 21 egories egorie NNS work_j4jyyr4gnrbelgfykpcumrgui4 40 22 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 40 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 40 24 form form NN work_j4jyyr4gnrbelgfykpcumrgui4 40 25 S\S S\S NNP work_j4jyyr4gnrbelgfykpcumrgui4 40 26 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 40 27 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 40 28 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 40 29 S. S. NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 1 Composition composition NN work_j4jyyr4gnrbelgfykpcumrgui4 41 2 in- in- JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 3 76 76 CD work_j4jyyr4gnrbelgfykpcumrgui4 41 4 troduces troduce VBZ work_j4jyyr4gnrbelgfykpcumrgui4 41 5 spurious spurious JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 6 ambiguities ambiguity NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 41 8 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 41 9 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 41 10 eliminate eliminate VBP work_j4jyyr4gnrbelgfykpcumrgui4 41 11 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 41 12 using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 41 13 Eisner Eisner NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 14 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 15 1996 1996 CD work_j4jyyr4gnrbelgfykpcumrgui4 41 16 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 17 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 41 18 normal normal JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 19 form.1 form.1 , work_j4jyyr4gnrbelgfykpcumrgui4 41 20 Coordinating coordinate VBG work_j4jyyr4gnrbelgfykpcumrgui4 41 21 conjunctions conjunction NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 22 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 41 23 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 41 24 special special JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 25 cate- cate- NN work_j4jyyr4gnrbelgfykpcumrgui4 41 26 gory gory NN work_j4jyyr4gnrbelgfykpcumrgui4 41 27 conj conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 28 , , , work_j4jyyr4gnrbelgfykpcumrgui4 41 29 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 41 30 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 41 31 binarize binarize VBP work_j4jyyr4gnrbelgfykpcumrgui4 41 32 coordination coordination NN work_j4jyyr4gnrbelgfykpcumrgui4 41 33 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 41 34 follows follow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 41 35 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 36 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 37 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 41 38 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 39 , , , work_j4jyyr4gnrbelgfykpcumrgui4 41 40 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 41 41 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 42 : : : work_j4jyyr4gnrbelgfykpcumrgui4 41 43 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 41 44 X[conj X[conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 45 ] ] -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 46 ⇒&1 ⇒&1 NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 47 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 48 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 49 & & CC work_j4jyyr4gnrbelgfykpcumrgui4 41 50 1 1 LS work_j4jyyr4gnrbelgfykpcumrgui4 41 51 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 52 conj conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 53 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 54 ⇒&2 ⇒&2 NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 55 X[conj X[conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 56 ] ] -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 57 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 58 & & CC work_j4jyyr4gnrbelgfykpcumrgui4 41 59 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 41 60 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 41 61 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 41 62 Category category NN work_j4jyyr4gnrbelgfykpcumrgui4 41 63 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 41 64 Unlike unlike IN work_j4jyyr4gnrbelgfykpcumrgui4 41 65 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 41 66 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 67 , , , work_j4jyyr4gnrbelgfykpcumrgui4 41 68 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 41 69 requires require VBZ work_j4jyyr4gnrbelgfykpcumrgui4 41 70 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 41 71 in- in- JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 72 ventory ventory JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 73 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 41 74 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 41 75 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 41 76 . . . work_j4jyyr4gnrbelgfykpcumrgui4 42 1 Given give VBN work_j4jyyr4gnrbelgfykpcumrgui4 42 2 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 42 3 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 42 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 42 5 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 42 6 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 42 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 42 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 42 9 combinatory combinatory NN work_j4jyyr4gnrbelgfykpcumrgui4 42 10 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 42 11 define define VBP work_j4jyyr4gnrbelgfykpcumrgui4 42 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 42 13 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 42 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 42 15 parses parse NNS work_j4jyyr4gnrbelgfykpcumrgui4 42 16 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 42 17 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 42 18 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 42 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 43 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 43 2 follow follow VBP work_j4jyyr4gnrbelgfykpcumrgui4 43 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 43 4 algorithm algorithm NN work_j4jyyr4gnrbelgfykpcumrgui4 43 5 proposed propose VBN work_j4jyyr4gnrbelgfykpcumrgui4 43 6 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 43 7 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 43 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 43 9 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 43 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 43 11 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 43 12 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 43 13 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 43 14 au- au- VB work_j4jyyr4gnrbelgfykpcumrgui4 43 15 tomatically tomatically RB work_j4jyyr4gnrbelgfykpcumrgui4 43 16 induce induce VB work_j4jyyr4gnrbelgfykpcumrgui4 43 17 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 43 18 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 43 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 44 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 44 2 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 44 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 44 4 initialized initialize VBN work_j4jyyr4gnrbelgfykpcumrgui4 44 5 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 44 6 pairing pair VBG work_j4jyyr4gnrbelgfykpcumrgui4 44 7 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 44 8 nominal nominal JJ work_j4jyyr4gnrbelgfykpcumrgui4 44 9 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 44 11 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 13 pro- pro- NN work_j4jyyr4gnrbelgfykpcumrgui4 44 14 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 15 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 44 16 determiners determiner NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 17 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 44 18 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 44 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 44 20 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 44 21 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 44 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 23 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 44 24 verb verb JJ work_j4jyyr4gnrbelgfykpcumrgui4 44 25 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 26 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 44 27 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 44 28 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 44 29 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 31 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 44 32 coordinating coordinate VBG work_j4jyyr4gnrbelgfykpcumrgui4 44 33 conjunc- conjunc- JJ work_j4jyyr4gnrbelgfykpcumrgui4 44 34 tions tion NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 35 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 44 36 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 44 37 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 44 38 conj conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 39 : : : work_j4jyyr4gnrbelgfykpcumrgui4 44 40 CONJ CONJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 41 → → SYM work_j4jyyr4gnrbelgfykpcumrgui4 44 42 conj conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 43 DET DET NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 44 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 45 NOUN NOUN NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 46 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 47 NUM NUM NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 48 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 49 PRON PRON NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 50 → → SYM work_j4jyyr4gnrbelgfykpcumrgui4 44 51 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 44 52 VERB VERB NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 53 → → SYM work_j4jyyr4gnrbelgfykpcumrgui4 44 54 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 44 55 Although although IN work_j4jyyr4gnrbelgfykpcumrgui4 44 56 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 44 57 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 58 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 44 59 defined define VBN work_j4jyyr4gnrbelgfykpcumrgui4 44 60 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 44 61 corpus- corpus- NN work_j4jyyr4gnrbelgfykpcumrgui4 44 62 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 44 63 POS POS NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 64 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 44 65 , , , work_j4jyyr4gnrbelgfykpcumrgui4 44 66 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 44 67 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 44 68 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 44 69 slightly slightly RB work_j4jyyr4gnrbelgfykpcumrgui4 44 70 modified modify VBN work_j4jyyr4gnrbelgfykpcumrgui4 44 71 version version NN work_j4jyyr4gnrbelgfykpcumrgui4 44 72 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 44 73 Petrov Petrov NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 74 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 75 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 44 76 . . . work_j4jyyr4gnrbelgfykpcumrgui4 45 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 45 2 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 45 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 45 4 ’s ’s NN work_j4jyyr4gnrbelgfykpcumrgui4 45 5 Universal Universal NNP work_j4jyyr4gnrbelgfykpcumrgui4 45 6 POS POS NNP work_j4jyyr4gnrbelgfykpcumrgui4 45 7 tagset tagset NN work_j4jyyr4gnrbelgfykpcumrgui4 45 8 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 45 9 cat- cat- RB work_j4jyyr4gnrbelgfykpcumrgui4 45 10 egorize egorize VB work_j4jyyr4gnrbelgfykpcumrgui4 45 11 them -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 45 12 into into IN work_j4jyyr4gnrbelgfykpcumrgui4 45 13 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 45 14 broad broad JJ work_j4jyyr4gnrbelgfykpcumrgui4 45 15 classes class NNS work_j4jyyr4gnrbelgfykpcumrgui4 45 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 46 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 46 2 primary primary JJ work_j4jyyr4gnrbelgfykpcumrgui4 46 3 changes change NNS work_j4jyyr4gnrbelgfykpcumrgui4 46 4 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 46 5 make make VBP work_j4jyyr4gnrbelgfykpcumrgui4 46 6 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 46 7 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 46 8 mappings mapping NNS work_j4jyyr4gnrbelgfykpcumrgui4 46 9 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 46 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 46 11 addition addition NN work_j4jyyr4gnrbelgfykpcumrgui4 46 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 46 13 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 46 14 distinction distinction NN work_j4jyyr4gnrbelgfykpcumrgui4 46 15 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 46 16 where where WRB work_j4jyyr4gnrbelgfykpcumrgui4 46 17 possible possible JJ work_j4jyyr4gnrbelgfykpcumrgui4 46 18 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 46 19 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 46 20 subordi- subordi- NN work_j4jyyr4gnrbelgfykpcumrgui4 46 21 nating nating NN work_j4jyyr4gnrbelgfykpcumrgui4 46 22 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 46 23 coordinating coordinate VBG work_j4jyyr4gnrbelgfykpcumrgui4 46 24 conjunctions conjunction NNS work_j4jyyr4gnrbelgfykpcumrgui4 46 25 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 46 26 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 46 27 main main JJ work_j4jyyr4gnrbelgfykpcumrgui4 46 28 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 46 29 auxiliary auxiliary JJ work_j4jyyr4gnrbelgfykpcumrgui4 46 30 verbs2 verbs2 NN work_j4jyyr4gnrbelgfykpcumrgui4 46 31 . . . work_j4jyyr4gnrbelgfykpcumrgui4 47 1 Since since IN work_j4jyyr4gnrbelgfykpcumrgui4 47 2 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 47 3 initial initial JJ work_j4jyyr4gnrbelgfykpcumrgui4 47 4 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 47 5 consists consist VBZ work_j4jyyr4gnrbelgfykpcumrgui4 47 6 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 47 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 47 8 atomic atomic JJ work_j4jyyr4gnrbelgfykpcumrgui4 47 9 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 47 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 47 11 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 47 12 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 47 13 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 47 14 parse parse VB work_j4jyyr4gnrbelgfykpcumrgui4 47 15 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 47 16 complex complex JJ work_j4jyyr4gnrbelgfykpcumrgui4 47 17 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 47 18 : : : work_j4jyyr4gnrbelgfykpcumrgui4 47 19 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 47 20 man man NN work_j4jyyr4gnrbelgfykpcumrgui4 47 21 ate eat VBD work_j4jyyr4gnrbelgfykpcumrgui4 47 22 quickly quickly RB work_j4jyyr4gnrbelgfykpcumrgui4 47 23 DT DT NNP work_j4jyyr4gnrbelgfykpcumrgui4 47 24 NNS NNS NNP work_j4jyyr4gnrbelgfykpcumrgui4 47 25 VBD VBD NNP work_j4jyyr4gnrbelgfykpcumrgui4 47 26 RB RB NNP work_j4jyyr4gnrbelgfykpcumrgui4 47 27 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 47 28 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 47 29 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 47 30 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 47 31 Complex complex JJ work_j4jyyr4gnrbelgfykpcumrgui4 47 32 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 47 33 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 47 34 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 47 35 induced induce VBN work_j4jyyr4gnrbelgfykpcumrgui4 47 36 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 47 37 con- con- NN work_j4jyyr4gnrbelgfykpcumrgui4 47 38 sidering sidere VBG work_j4jyyr4gnrbelgfykpcumrgui4 47 39 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 47 40 local local JJ work_j4jyyr4gnrbelgfykpcumrgui4 47 41 context context NN work_j4jyyr4gnrbelgfykpcumrgui4 47 42 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 47 43 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 47 44 tokens token NNS work_j4jyyr4gnrbelgfykpcumrgui4 47 45 appear appear VBP work_j4jyyr4gnrbelgfykpcumrgui4 47 46 . . . work_j4jyyr4gnrbelgfykpcumrgui4 48 1 Given give VBN work_j4jyyr4gnrbelgfykpcumrgui4 48 2 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 48 3 input input NN work_j4jyyr4gnrbelgfykpcumrgui4 48 4 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 48 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 48 6 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 48 7 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 48 8 current current JJ work_j4jyyr4gnrbelgfykpcumrgui4 48 9 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 48 10 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 48 11 assigns assign VBZ work_j4jyyr4gnrbelgfykpcumrgui4 48 12 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 13 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 48 14 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 48 15 least least JJS work_j4jyyr4gnrbelgfykpcumrgui4 48 16 some some DT work_j4jyyr4gnrbelgfykpcumrgui4 48 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 48 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 48 19 tokens token NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 20 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 48 21 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 48 22 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 48 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 48 24 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 48 25 apply apply VBP work_j4jyyr4gnrbelgfykpcumrgui4 48 26 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 48 27 following follow VBG work_j4jyyr4gnrbelgfykpcumrgui4 48 28 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 48 29 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 30 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 48 31 add add VB work_j4jyyr4gnrbelgfykpcumrgui4 48 32 new new JJ work_j4jyyr4gnrbelgfykpcumrgui4 48 33 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 34 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 48 35 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 48 36 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 48 37 : : : work_j4jyyr4gnrbelgfykpcumrgui4 48 38 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 48 39 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 48 40 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 48 41 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 48 42 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 48 43 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 48 44 tokens token NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 45 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 48 46 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 48 47 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 48 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 48 49 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 48 50 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 48 51 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 48 52 conj conj NNS work_j4jyyr4gnrbelgfykpcumrgui4 48 53 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 48 54 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 48 55 immediately immediately RB work_j4jyyr4gnrbelgfykpcumrgui4 48 56 adjacent adjacent JJ work_j4jyyr4gnrbelgfykpcumrgui4 48 57 1The 1the CD work_j4jyyr4gnrbelgfykpcumrgui4 48 58 normal normal JJ work_j4jyyr4gnrbelgfykpcumrgui4 48 59 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 48 60 form form NN work_j4jyyr4gnrbelgfykpcumrgui4 48 61 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 48 62 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 48 63 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 48 64 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 48 65 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 48 66 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 48 67 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 48 68 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 48 69 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 48 70 required require VBN work_j4jyyr4gnrbelgfykpcumrgui4 48 71 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 48 72 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 48 73 fragment fragment NN work_j4jyyr4gnrbelgfykpcumrgui4 48 74 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 48 75 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 48 76 . . . work_j4jyyr4gnrbelgfykpcumrgui4 49 1 2This 2this CD work_j4jyyr4gnrbelgfykpcumrgui4 49 2 distinction distinction NN work_j4jyyr4gnrbelgfykpcumrgui4 49 3 was be VBD work_j4jyyr4gnrbelgfykpcumrgui4 49 4 suggested suggest VBN work_j4jyyr4gnrbelgfykpcumrgui4 49 5 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 49 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 49 7 authors author NNS work_j4jyyr4gnrbelgfykpcumrgui4 49 8 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 49 9 p.c p.c NNP work_j4jyyr4gnrbelgfykpcumrgui4 49 10 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 49 11 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 50 1 Ns ns RB work_j4jyyr4gnrbelgfykpcumrgui4 50 2 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 50 3 arguments argument NNS work_j4jyyr4gnrbelgfykpcumrgui4 50 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 51 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 51 2 modifier modifi JJR work_j4jyyr4gnrbelgfykpcumrgui4 51 3 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 51 4 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 51 5 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 51 6 to- to- NNP work_j4jyyr4gnrbelgfykpcumrgui4 51 7 ken ken NNP work_j4jyyr4gnrbelgfykpcumrgui4 51 8 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 51 9 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 51 10 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 51 11 coordinating coordinate VBG work_j4jyyr4gnrbelgfykpcumrgui4 51 12 conjunctions conjunction NNS work_j4jyyr4gnrbelgfykpcumrgui4 51 13 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 51 14 ap- ap- CD work_j4jyyr4gnrbelgfykpcumrgui4 51 15 pear pear NN work_j4jyyr4gnrbelgfykpcumrgui4 51 16 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 51 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 51 18 middle middle NN work_j4jyyr4gnrbelgfykpcumrgui4 51 19 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 51 20 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 51 21 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 51 22 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 51 23 modify modify VB work_j4jyyr4gnrbelgfykpcumrgui4 51 24 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 51 25 imme- imme- FW work_j4jyyr4gnrbelgfykpcumrgui4 51 26 diate diate JJ work_j4jyyr4gnrbelgfykpcumrgui4 51 27 neighbor neighbor NN work_j4jyyr4gnrbelgfykpcumrgui4 51 28 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 51 29 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 51 30 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 51 31 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 51 32 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 51 33 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 51 34 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 51 35 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 51 36 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 51 37 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 51 38 modifier modifier NN work_j4jyyr4gnrbelgfykpcumrgui4 51 39 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 51 40 S|S S|S NNP work_j4jyyr4gnrbelgfykpcumrgui4 51 41 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 51 42 N|N N|N NNP work_j4jyyr4gnrbelgfykpcumrgui4 51 43 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 51 44 itself -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 51 45 . . . work_j4jyyr4gnrbelgfykpcumrgui4 52 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 52 2 man man NN work_j4jyyr4gnrbelgfykpcumrgui4 52 3 ate eat VBD work_j4jyyr4gnrbelgfykpcumrgui4 52 4 quickly quickly RB work_j4jyyr4gnrbelgfykpcumrgui4 52 5 DT DT NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 6 NNS NNS NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 7 VBD VBD NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 8 RB RB NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 9 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 52 10 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 52 11 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 12 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 52 14 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 15 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 52 16 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 17 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 52 19 N\N N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 52 20 S\S s\s CD work_j4jyyr4gnrbelgfykpcumrgui4 52 21 S\N s\n CD work_j4jyyr4gnrbelgfykpcumrgui4 52 22 These these DT work_j4jyyr4gnrbelgfykpcumrgui4 52 23 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 52 24 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 52 25 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 52 26 applied apply VBN work_j4jyyr4gnrbelgfykpcumrgui4 52 27 iteratively iteratively RB work_j4jyyr4gnrbelgfykpcumrgui4 52 28 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 52 29 form form VB work_j4jyyr4gnrbelgfykpcumrgui4 52 30 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 52 31 complex complex JJ work_j4jyyr4gnrbelgfykpcumrgui4 52 32 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 52 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 53 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 53 2 restrict restrict VBP work_j4jyyr4gnrbelgfykpcumrgui4 53 3 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 53 4 cate- cate- NN work_j4jyyr4gnrbelgfykpcumrgui4 53 5 gories gorie NNS work_j4jyyr4gnrbelgfykpcumrgui4 53 6 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 53 7 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 53 8 maximal maximal JJ work_j4jyyr4gnrbelgfykpcumrgui4 53 9 arity arity NN work_j4jyyr4gnrbelgfykpcumrgui4 53 10 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 53 11 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 53 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 53 13 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 53 14 disallow disallow VB work_j4jyyr4gnrbelgfykpcumrgui4 53 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 53 16 cat- cat- NN work_j4jyyr4gnrbelgfykpcumrgui4 53 17 egory egory NN work_j4jyyr4gnrbelgfykpcumrgui4 53 18 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 53 19 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 53 20 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 53 21 N)\N n)\n CD work_j4jyyr4gnrbelgfykpcumrgui4 53 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 53 23 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 53 24 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 53 25 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 53 26 equivalent equivalent JJ work_j4jyyr4gnrbelgfykpcumrgui4 53 27 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 53 28 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 53 29 S\N)/N. S\N)/N. NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 54 2 man man NN work_j4jyyr4gnrbelgfykpcumrgui4 54 3 ate eat VBD work_j4jyyr4gnrbelgfykpcumrgui4 54 4 quickly quickly RB work_j4jyyr4gnrbelgfykpcumrgui4 54 5 DT DT NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 6 NNS NNS NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 7 VBD VBD NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 8 RB RB NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 9 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 54 10 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 11 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 13 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 15 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 16 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 17 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 18 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 20 N\N N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 22 S\S s\s CD work_j4jyyr4gnrbelgfykpcumrgui4 54 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 24 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 25 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 26 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 27 S)/(S S)/(S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 28 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 29 S)(N\N)/(N\N S)(N\N)/(N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 30 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 31 S\N S\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 32 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 33 N\N)\(N\N N\N)\(N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 34 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 35 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 36 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 37 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 38 N)\(N N)\(N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 39 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 40 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 41 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 42 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 43 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 44 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 45 S)\(S S)\(S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 46 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 54 47 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 54 48 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 49 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 50 S\S)/(S\S S\S)/(S\S NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 51 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 54 52 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 54 53 resultant resultant JJ work_j4jyyr4gnrbelgfykpcumrgui4 54 54 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 55 overly overly RB work_j4jyyr4gnrbelgfykpcumrgui4 54 56 general general JJ work_j4jyyr4gnrbelgfykpcumrgui4 54 57 , , , work_j4jyyr4gnrbelgfykpcumrgui4 54 58 lexicon lexicon NNP work_j4jyyr4gnrbelgfykpcumrgui4 54 59 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 54 60 then then RB work_j4jyyr4gnrbelgfykpcumrgui4 54 61 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 54 62 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 54 63 parse parse VB work_j4jyyr4gnrbelgfykpcumrgui4 54 64 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 54 65 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 54 66 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 54 67 . . . work_j4jyyr4gnrbelgfykpcumrgui4 55 1 Each each DT work_j4jyyr4gnrbelgfykpcumrgui4 55 2 complete complete JJ work_j4jyyr4gnrbelgfykpcumrgui4 55 3 parse parse NN work_j4jyyr4gnrbelgfykpcumrgui4 55 4 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 55 5 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 55 6 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 55 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 55 8 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 55 9 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 55 10 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 55 11 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 55 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 55 13 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 55 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 55 15 constraint constraint NN work_j4jyyr4gnrbelgfykpcumrgui4 55 16 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 55 17 sentences sentence VBZ work_j4jyyr4gnrbelgfykpcumrgui4 55 18 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 55 19 contain contain VBP work_j4jyyr4gnrbelgfykpcumrgui4 55 20 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 55 21 main main JJ work_j4jyyr4gnrbelgfykpcumrgui4 55 22 verb verb NN work_j4jyyr4gnrbelgfykpcumrgui4 55 23 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 55 24 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 55 25 form form VB work_j4jyyr4gnrbelgfykpcumrgui4 55 26 parses parse NNS work_j4jyyr4gnrbelgfykpcumrgui4 55 27 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 55 28 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 55 29 S. S. NNP work_j4jyyr4gnrbelgfykpcumrgui4 55 30 4 4 CD work_j4jyyr4gnrbelgfykpcumrgui4 55 31 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 55 32 new new JJ work_j4jyyr4gnrbelgfykpcumrgui4 55 33 probability probability NN work_j4jyyr4gnrbelgfykpcumrgui4 55 34 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 55 35 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 55 36 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 55 37 Generative Generative NNP work_j4jyyr4gnrbelgfykpcumrgui4 55 38 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 55 39 define define VBP work_j4jyyr4gnrbelgfykpcumrgui4 55 40 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 55 41 probability probability NN work_j4jyyr4gnrbelgfykpcumrgui4 55 42 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 55 43 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 55 44 parse parse NN work_j4jyyr4gnrbelgfykpcumrgui4 55 45 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 55 46 τ τ NN work_j4jyyr4gnrbelgfykpcumrgui4 55 47 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 55 48 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 55 49 product product NN work_j4jyyr4gnrbelgfykpcumrgui4 55 50 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 55 51 individual individual JJ work_j4jyyr4gnrbelgfykpcumrgui4 55 52 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 55 53 probabili- probabili- NN work_j4jyyr4gnrbelgfykpcumrgui4 55 54 ties tie NNS work_j4jyyr4gnrbelgfykpcumrgui4 55 55 . . . work_j4jyyr4gnrbelgfykpcumrgui4 56 1 Our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 56 2 previous previous JJ work_j4jyyr4gnrbelgfykpcumrgui4 56 3 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 56 4 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 56 5 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 56 6 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 56 7 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 56 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 9 2012b 2012b LS work_j4jyyr4gnrbelgfykpcumrgui4 56 10 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 56 11 uses use VBZ work_j4jyyr4gnrbelgfykpcumrgui4 56 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 56 13 most most JJS work_j4jyyr4gnrbelgfykpcumrgui4 56 14 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 56 15 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 56 16 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 56 17 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 56 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 56 19 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 56 20 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 56 21 2002 2002 CD work_j4jyyr4gnrbelgfykpcumrgui4 56 22 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 56 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 24 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 56 25 first first RB work_j4jyyr4gnrbelgfykpcumrgui4 56 26 generates generate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 56 27 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 56 28 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 56 29 direction direction NN work_j4jyyr4gnrbelgfykpcumrgui4 56 30 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 56 31 left leave VBN work_j4jyyr4gnrbelgfykpcumrgui4 56 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 33 right right UH work_j4jyyr4gnrbelgfykpcumrgui4 56 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 35 unary unary JJ work_j4jyyr4gnrbelgfykpcumrgui4 56 36 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 37 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 56 38 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 56 39 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 56 40 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 41 followed follow VBN work_j4jyyr4gnrbelgfykpcumrgui4 56 42 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 56 43 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 56 44 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 56 45 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 56 46 , , , work_j4jyyr4gnrbelgfykpcumrgui4 56 47 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 56 48 finally finally RB work_j4jyyr4gnrbelgfykpcumrgui4 56 49 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 56 50 sister sister NN work_j4jyyr4gnrbelgfykpcumrgui4 56 51 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 56 52 . . . work_j4jyyr4gnrbelgfykpcumrgui4 57 1 3 3 LS work_j4jyyr4gnrbelgfykpcumrgui4 57 2 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 57 3 factorization factorization NN work_j4jyyr4gnrbelgfykpcumrgui4 57 4 does do VBZ work_j4jyyr4gnrbelgfykpcumrgui4 57 5 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 57 6 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 57 7 advantage advantage NN work_j4jyyr4gnrbelgfykpcumrgui4 57 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 57 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 57 10 unique unique JJ work_j4jyyr4gnrbelgfykpcumrgui4 57 11 functional functional JJ work_j4jyyr4gnrbelgfykpcumrgui4 57 12 nature nature NN work_j4jyyr4gnrbelgfykpcumrgui4 57 13 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 57 14 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 57 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 58 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 58 2 therefore therefore RB work_j4jyyr4gnrbelgfykpcumrgui4 58 3 in- in- XX work_j4jyyr4gnrbelgfykpcumrgui4 58 4 troduce troduce VBP work_j4jyyr4gnrbelgfykpcumrgui4 58 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 58 6 new new JJ work_j4jyyr4gnrbelgfykpcumrgui4 58 7 factorization factorization NN work_j4jyyr4gnrbelgfykpcumrgui4 58 8 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 58 9 call call VBP work_j4jyyr4gnrbelgfykpcumrgui4 58 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 58 11 Argument Argument NNP work_j4jyyr4gnrbelgfykpcumrgui4 58 12 Model Model NNP work_j4jyyr4gnrbelgfykpcumrgui4 58 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 59 1 It -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 59 2 exploits exploit VBZ work_j4jyyr4gnrbelgfykpcumrgui4 59 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 59 4 fact fact NN work_j4jyyr4gnrbelgfykpcumrgui4 59 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 59 6 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 59 7 imposes impose VBZ work_j4jyyr4gnrbelgfykpcumrgui4 59 8 strong strong JJ work_j4jyyr4gnrbelgfykpcumrgui4 59 9 constraints constraint NNS work_j4jyyr4gnrbelgfykpcumrgui4 59 10 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 59 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 59 12 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 59 13 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 59 14 left left JJ work_j4jyyr4gnrbelgfykpcumrgui4 59 15 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 59 16 right right JJ work_j4jyyr4gnrbelgfykpcumrgui4 59 17 children child NNS work_j4jyyr4gnrbelgfykpcumrgui4 59 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 59 19 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 59 20 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 59 21 must must MD work_j4jyyr4gnrbelgfykpcumrgui4 59 22 combine combine VB work_j4jyyr4gnrbelgfykpcumrgui4 59 23 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 59 24 create create VB work_j4jyyr4gnrbelgfykpcumrgui4 59 25 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 59 26 parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 59 27 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 59 28 via via IN work_j4jyyr4gnrbelgfykpcumrgui4 59 29 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 59 30 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 59 31 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 59 32 combinators combinator NNS work_j4jyyr4gnrbelgfykpcumrgui4 59 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 60 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 60 2 practice practice NN work_j4jyyr4gnrbelgfykpcumrgui4 60 3 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 60 4 means mean VBZ work_j4jyyr4gnrbelgfykpcumrgui4 60 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 60 6 given give VBN work_j4jyyr4gnrbelgfykpcumrgui4 60 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 60 8 parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 60 9 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 60 10 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 60 11 Z Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 60 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 60 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 60 14 choice choice NN work_j4jyyr4gnrbelgfykpcumrgui4 60 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 60 16 combinator4 combinator4 NNP work_j4jyyr4gnrbelgfykpcumrgui4 60 17 c c NNP work_j4jyyr4gnrbelgfykpcumrgui4 60 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 60 19 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 60 20 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 60 21 Y y UH work_j4jyyr4gnrbelgfykpcumrgui4 60 22 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 60 23 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 60 24 uniquely uniquely RB work_j4jyyr4gnrbelgfykpcumrgui4 60 25 determine determine VB work_j4jyyr4gnrbelgfykpcumrgui4 60 26 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 60 27 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 60 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 60 29 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 60 30 left left JJ work_j4jyyr4gnrbelgfykpcumrgui4 60 31 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 60 32 right right JJ work_j4jyyr4gnrbelgfykpcumrgui4 60 33 children child NNS work_j4jyyr4gnrbelgfykpcumrgui4 60 34 : : : work_j4jyyr4gnrbelgfykpcumrgui4 60 35 3Huang 3Huang NNP work_j4jyyr4gnrbelgfykpcumrgui4 60 36 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 60 37 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 60 38 . . . work_j4jyyr4gnrbelgfykpcumrgui4 61 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 61 2 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 61 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 61 4 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 61 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 61 6 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 61 7 deficient deficient JJ work_j4jyyr4gnrbelgfykpcumrgui4 61 8 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 61 9 variant variant JJ work_j4jyyr4gnrbelgfykpcumrgui4 61 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 61 11 Bayesian bayesian JJ work_j4jyyr4gnrbelgfykpcumrgui4 61 12 extension extension NN work_j4jyyr4gnrbelgfykpcumrgui4 61 13 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 61 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 61 15 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 61 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 61 17 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 61 18 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 61 19 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 61 20 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 61 21 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 61 22 without without IN work_j4jyyr4gnrbelgfykpcumrgui4 61 23 k k NN work_j4jyyr4gnrbelgfykpcumrgui4 61 24 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 61 25 best best RB work_j4jyyr4gnrbelgfykpcumrgui4 61 26 smoothing smooth VBG work_j4jyyr4gnrbelgfykpcumrgui4 61 27 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 61 28 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 61 29 underperform underperform VB work_j4jyyr4gnrbelgfykpcumrgui4 61 30 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 61 31 published publish VBN work_j4jyyr4gnrbelgfykpcumrgui4 61 32 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 61 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 62 1 4If 4if LS work_j4jyyr4gnrbelgfykpcumrgui4 62 2 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 62 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 62 4 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 62 5 atomic atomic JJ work_j4jyyr4gnrbelgfykpcumrgui4 62 6 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 62 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 62 8 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 62 9 application application NN work_j4jyyr4gnrbelgfykpcumrgui4 62 10 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 62 11 possible possible JJ work_j4jyyr4gnrbelgfykpcumrgui4 62 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 63 1 77 77 CD work_j4jyyr4gnrbelgfykpcumrgui4 63 2 Parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 63 3 c c NN work_j4jyyr4gnrbelgfykpcumrgui4 63 4 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 63 5 Left Left NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 6 Right Right NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 7 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 8 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 9 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 63 10 B0 b0 NN work_j4jyyr4gnrbelgfykpcumrgui4 63 11 > > NN work_j4jyyr4gnrbelgfykpcumrgui4 63 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 63 13 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 63 14 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 15 Z)/Y z)/y NN work_j4jyyr4gnrbelgfykpcumrgui4 63 16 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 63 17 B0 b0 RB work_j4jyyr4gnrbelgfykpcumrgui4 63 18 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 63 19 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 20 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 63 21 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 63 22 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 23 Z)\Y Z)\Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 24 B1 b1 NN work_j4jyyr4gnrbelgfykpcumrgui4 63 25 > > FW work_j4jyyr4gnrbelgfykpcumrgui4 63 26 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 63 27 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 28 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 29 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 63 30 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 31 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 63 32 B1 b1 NN work_j4jyyr4gnrbelgfykpcumrgui4 63 33 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 63 34 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 35 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 36 Z Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 37 X\Y x\y NN work_j4jyyr4gnrbelgfykpcumrgui4 63 38 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 63 39 correspondingly correspondingly RB work_j4jyyr4gnrbelgfykpcumrgui4 63 40 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 63 41 X\Z x\z NN work_j4jyyr4gnrbelgfykpcumrgui4 63 42 : : : work_j4jyyr4gnrbelgfykpcumrgui4 63 43 Parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 63 44 c c NN work_j4jyyr4gnrbelgfykpcumrgui4 63 45 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 63 46 Left Left NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 47 Right Right NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 48 X\Z x\z NN work_j4jyyr4gnrbelgfykpcumrgui4 63 49 B0 b0 RB work_j4jyyr4gnrbelgfykpcumrgui4 63 50 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 63 51 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 63 52 X\Z)/Y X\Z)/Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 53 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 54 B0 b0 RB work_j4jyyr4gnrbelgfykpcumrgui4 63 55 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 63 56 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 57 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 63 58 X\Z)\Y X\Z)\Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 59 B1 b1 NN work_j4jyyr4gnrbelgfykpcumrgui4 63 60 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 63 61 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 62 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 63 63 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 64 Y\Z y\z NN work_j4jyyr4gnrbelgfykpcumrgui4 63 65 B1 b1 NN work_j4jyyr4gnrbelgfykpcumrgui4 63 66 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 63 67 Y\Z Y\Z NNP work_j4jyyr4gnrbelgfykpcumrgui4 63 68 X\Y x\y NN work_j4jyyr4gnrbelgfykpcumrgui4 63 69 While while IN work_j4jyyr4gnrbelgfykpcumrgui4 63 70 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 63 71 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 63 72 changing change VBG work_j4jyyr4gnrbelgfykpcumrgui4 63 73 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 63 74 raising raising NN work_j4jyyr4gnrbelgfykpcumrgui4 63 75 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 63 76 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 63 77 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 63 78 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 63 79 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 63 80 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 63 81 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 63 82 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 63 83 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 63 84 treatment treatment NN work_j4jyyr4gnrbelgfykpcumrgui4 63 85 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 63 86 root root NN work_j4jyyr4gnrbelgfykpcumrgui4 63 87 productions production NNS work_j4jyyr4gnrbelgfykpcumrgui4 63 88 extends extend VBZ work_j4jyyr4gnrbelgfykpcumrgui4 63 89 easily easily RB work_j4jyyr4gnrbelgfykpcumrgui4 63 90 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 63 91 handle handle VB work_j4jyyr4gnrbelgfykpcumrgui4 63 92 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 63 93 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 63 94 unary unary JJ work_j4jyyr4gnrbelgfykpcumrgui4 63 95 cases case NNS work_j4jyyr4gnrbelgfykpcumrgui4 63 96 . . . work_j4jyyr4gnrbelgfykpcumrgui4 64 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 64 2 simply simply RB work_j4jyyr4gnrbelgfykpcumrgui4 64 3 treat treat VBP work_j4jyyr4gnrbelgfykpcumrgui4 64 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 64 5 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 64 6 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 7 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 64 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 64 9 unary unary JJ work_j4jyyr4gnrbelgfykpcumrgui4 64 10 outcome outcome NN work_j4jyyr4gnrbelgfykpcumrgui4 64 11 so so IN work_j4jyyr4gnrbelgfykpcumrgui4 64 12 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 64 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 64 14 parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 64 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 16 combinator combinator NN work_j4jyyr4gnrbelgfykpcumrgui4 64 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 64 18 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 64 19 uniquely uniquely RB work_j4jyyr4gnrbelgfykpcumrgui4 64 20 specify specify VBP work_j4jyyr4gnrbelgfykpcumrgui4 64 21 every every DT work_j4jyyr4gnrbelgfykpcumrgui4 64 22 detail detail NN work_j4jyyr4gnrbelgfykpcumrgui4 64 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 64 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 64 25 unary unary JJ work_j4jyyr4gnrbelgfykpcumrgui4 64 26 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 64 27 : : : work_j4jyyr4gnrbelgfykpcumrgui4 64 28 Parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 64 29 c c NN work_j4jyyr4gnrbelgfykpcumrgui4 64 30 ⇒ ⇒ CD work_j4jyyr4gnrbelgfykpcumrgui4 64 31 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 32 TOP TOP NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 33 TOP TOP NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 34 ∈{S ∈{S NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 35 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 36 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 37 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 38 S/(S\N s/(s\n NN work_j4jyyr4gnrbelgfykpcumrgui4 64 39 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 40 T t NN work_j4jyyr4gnrbelgfykpcumrgui4 64 41 < < XX work_j4jyyr4gnrbelgfykpcumrgui4 64 42 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 43 S\(S S\(S NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 44 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 64 45 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 46 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 47 T t NN work_j4jyyr4gnrbelgfykpcumrgui4 64 48 > > NN work_j4jyyr4gnrbelgfykpcumrgui4 64 49 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 64 50 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 64 51 still still RB work_j4jyyr4gnrbelgfykpcumrgui4 64 52 distinguish distinguish VBP work_j4jyyr4gnrbelgfykpcumrgui4 64 53 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 64 54 same same JJ work_j4jyyr4gnrbelgfykpcumrgui4 64 55 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 64 56 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 64 57 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 64 58 before before RB work_j4jyyr4gnrbelgfykpcumrgui4 64 59 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 60 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 64 61 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 62 unary unary JJ work_j4jyyr4gnrbelgfykpcumrgui4 64 63 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 64 binary binary JJ work_j4jyyr4gnrbelgfykpcumrgui4 64 65 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 64 66 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 64 67 left leave VBN work_j4jyyr4gnrbelgfykpcumrgui4 64 68 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 64 69 right right UH work_j4jyyr4gnrbelgfykpcumrgui4 64 70 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 71 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 72 leading lead VBG work_j4jyyr4gnrbelgfykpcumrgui4 64 73 us -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 64 74 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 64 75 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 64 76 following follow VBG work_j4jyyr4gnrbelgfykpcumrgui4 64 77 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 64 78 definition definition NN work_j4jyyr4gnrbelgfykpcumrgui4 64 79 : : : work_j4jyyr4gnrbelgfykpcumrgui4 64 80 Given give VBN work_j4jyyr4gnrbelgfykpcumrgui4 64 81 : : : work_j4jyyr4gnrbelgfykpcumrgui4 64 82 P p NN work_j4jyyr4gnrbelgfykpcumrgui4 64 83 : : : work_j4jyyr4gnrbelgfykpcumrgui4 64 84 = = NFP work_j4jyyr4gnrbelgfykpcumrgui4 64 85 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 64 86 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 64 87 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 64 88 where where WRB work_j4jyyr4gnrbelgfykpcumrgui4 64 89 type(t type(t NN work_j4jyyr4gnrbelgfykpcumrgui4 64 90 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 91 ∈{Left ∈{left UH work_j4jyyr4gnrbelgfykpcumrgui4 64 92 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 93 Right right UH work_j4jyyr4gnrbelgfykpcumrgui4 64 94 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 95 Unary Unary NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 96 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 97 Lex Lex NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 98 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 99 p(t|P p(t|p NN work_j4jyyr4gnrbelgfykpcumrgui4 64 100 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 101 × × NFP work_j4jyyr4gnrbelgfykpcumrgui4 64 102 { { -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 103 p(w|P p(w|p NN work_j4jyyr4gnrbelgfykpcumrgui4 64 104 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 105 t t LS work_j4jyyr4gnrbelgfykpcumrgui4 64 106 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 107 Lex Lex NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 108 p(Y|P p(Y|P NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 109 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 110 t t NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 111 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 112 ×p(c|P ×p(c|p NN work_j4jyyr4gnrbelgfykpcumrgui4 64 113 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 114 t t NN work_j4jyyr4gnrbelgfykpcumrgui4 64 115 , , , work_j4jyyr4gnrbelgfykpcumrgui4 64 116 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 117 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 64 118 o.w o.w NNP work_j4jyyr4gnrbelgfykpcumrgui4 64 119 . . . work_j4jyyr4gnrbelgfykpcumrgui4 65 1 Argument Argument NNP work_j4jyyr4gnrbelgfykpcumrgui4 65 2 Combinator Combinator NNP work_j4jyyr4gnrbelgfykpcumrgui4 65 3 Note note VBP work_j4jyyr4gnrbelgfykpcumrgui4 65 4 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 65 5 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 65 6 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 65 7 generates generate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 65 8 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 65 9 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 65 10 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 65 11 cat- cat- NN work_j4jyyr4gnrbelgfykpcumrgui4 65 12 egory egory NN work_j4jyyr4gnrbelgfykpcumrgui4 65 13 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 65 14 uniquely uniquely RB work_j4jyyr4gnrbelgfykpcumrgui4 65 15 defines define VBZ work_j4jyyr4gnrbelgfykpcumrgui4 65 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 65 17 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 65 18 children child NNS work_j4jyyr4gnrbelgfykpcumrgui4 65 19 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 65 20 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 65 21 par- par- NN work_j4jyyr4gnrbelgfykpcumrgui4 65 22 ent ent NN work_j4jyyr4gnrbelgfykpcumrgui4 65 23 node node RB work_j4jyyr4gnrbelgfykpcumrgui4 65 24 . . . work_j4jyyr4gnrbelgfykpcumrgui4 66 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 66 2 will will MD work_j4jyyr4gnrbelgfykpcumrgui4 66 3 see see VB work_j4jyyr4gnrbelgfykpcumrgui4 66 4 below below IN work_j4jyyr4gnrbelgfykpcumrgui4 66 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 66 6 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 66 7 greatly greatly RB work_j4jyyr4gnrbelgfykpcumrgui4 66 8 simpli- simpli- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 66 9 fies fie NNS work_j4jyyr4gnrbelgfykpcumrgui4 66 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 66 11 development development NN work_j4jyyr4gnrbelgfykpcumrgui4 66 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 66 13 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 66 14 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 66 15 parametric parametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 66 16 extensions extension NNS work_j4jyyr4gnrbelgfykpcumrgui4 66 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 67 1 5 5 CD work_j4jyyr4gnrbelgfykpcumrgui4 67 2 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 67 3 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 67 4 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 67 5 : : : work_j4jyyr4gnrbelgfykpcumrgui4 67 6 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 67 7 nonparametric nonparametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 67 8 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 67 9 Simple simple JJ work_j4jyyr4gnrbelgfykpcumrgui4 67 10 generative generative JJ work_j4jyyr4gnrbelgfykpcumrgui4 67 11 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 67 12 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 67 13 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 67 14 PCFGs PCFGs NNPS work_j4jyyr4gnrbelgfykpcumrgui4 67 15 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 67 16 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 67 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 67 18 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 67 19 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 67 20 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 67 21 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 67 22 ’s ’s NN work_j4jyyr4gnrbelgfykpcumrgui4 67 23 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 67 24 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 67 25 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 67 26 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 67 27 robust robust JJ work_j4jyyr4gnrbelgfykpcumrgui4 67 28 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 67 29 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 67 30 face face NN work_j4jyyr4gnrbelgfykpcumrgui4 67 31 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 67 32 sparsity sparsity NN work_j4jyyr4gnrbelgfykpcumrgui4 67 33 , , , work_j4jyyr4gnrbelgfykpcumrgui4 67 34 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 67 35 they -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 67 36 assign assign VBP work_j4jyyr4gnrbelgfykpcumrgui4 67 37 zero zero CD work_j4jyyr4gnrbelgfykpcumrgui4 67 38 probability probability NN work_j4jyyr4gnrbelgfykpcumrgui4 67 39 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 67 40 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 67 41 unseen unseen JJ work_j4jyyr4gnrbelgfykpcumrgui4 67 42 event event NN work_j4jyyr4gnrbelgfykpcumrgui4 67 43 . . . work_j4jyyr4gnrbelgfykpcumrgui4 68 1 Sparsity sparsity NN work_j4jyyr4gnrbelgfykpcumrgui4 68 2 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 68 3 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 68 4 particular particular JJ work_j4jyyr4gnrbelgfykpcumrgui4 68 5 problem problem NN work_j4jyyr4gnrbelgfykpcumrgui4 68 6 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 68 7 formalisms formalism NNS work_j4jyyr4gnrbelgfykpcumrgui4 68 8 like like IN work_j4jyyr4gnrbelgfykpcumrgui4 68 9 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 68 10 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 68 11 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 68 12 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 68 13 rich rich JJ work_j4jyyr4gnrbelgfykpcumrgui4 68 14 inventory inventory NN work_j4jyyr4gnrbelgfykpcumrgui4 68 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 68 16 object object NN work_j4jyyr4gnrbelgfykpcumrgui4 68 17 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 68 18 . . . work_j4jyyr4gnrbelgfykpcumrgui4 69 1 Nonpara- Nonpara- NNP work_j4jyyr4gnrbelgfykpcumrgui4 69 2 metric metric JJ work_j4jyyr4gnrbelgfykpcumrgui4 69 3 Bayesian bayesian JJ work_j4jyyr4gnrbelgfykpcumrgui4 69 4 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 69 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 69 6 e.g. e.g. RB work_j4jyyr4gnrbelgfykpcumrgui4 70 1 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 2 Processes Processes NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 3 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 4 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 6 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 70 7 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 8 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 70 9 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 70 10 hierarchical hierarchical JJ work_j4jyyr4gnrbelgfykpcumrgui4 70 11 variants variant NNS work_j4jyyr4gnrbelgfykpcumrgui4 70 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 13 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 14 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 70 15 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 16 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 18 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 70 19 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 20 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 70 21 generalizations generalization NNS work_j4jyyr4gnrbelgfykpcumrgui4 70 22 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 23 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 25 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 70 26 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 27 overcome overcome VBD work_j4jyyr4gnrbelgfykpcumrgui4 70 28 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 70 29 problem problem NN work_j4jyyr4gnrbelgfykpcumrgui4 70 30 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 70 31 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 70 32 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 70 33 elegant elegant JJ work_j4jyyr4gnrbelgfykpcumrgui4 70 34 manner manner NN work_j4jyyr4gnrbelgfykpcumrgui4 70 35 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 36 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 70 37 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 70 38 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 70 39 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 70 40 many many JJ work_j4jyyr4gnrbelgfykpcumrgui4 70 41 state state NN work_j4jyyr4gnrbelgfykpcumrgui4 70 42 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 70 43 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 70 44 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 70 45 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 70 46 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 70 47 art art NN work_j4jyyr4gnrbelgfykpcumrgui4 70 48 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 70 49 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 70 50 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 70 51 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 52 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 53 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 54 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 55 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 56 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 57 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 70 58 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 70 59 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 60 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 70 61 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 62 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 63 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 70 64 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 70 65 Boonkwan Boonkwan NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 66 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 70 67 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 70 68 , , , work_j4jyyr4gnrbelgfykpcumrgui4 70 69 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 70 70 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 70 71 . . . work_j4jyyr4gnrbelgfykpcumrgui4 71 1 They -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 71 2 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 71 3 im- im- VBZ work_j4jyyr4gnrbelgfykpcumrgui4 71 4 pose pose VBP work_j4jyyr4gnrbelgfykpcumrgui4 71 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 71 6 rich rich RB work_j4jyyr4gnrbelgfykpcumrgui4 71 7 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 71 8 getting get VBG work_j4jyyr4gnrbelgfykpcumrgui4 71 9 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 71 10 richer rich JJR work_j4jyyr4gnrbelgfykpcumrgui4 71 11 behavior behavior NN work_j4jyyr4gnrbelgfykpcumrgui4 71 12 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 71 13 seems seem VBZ work_j4jyyr4gnrbelgfykpcumrgui4 71 14 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 71 15 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 71 16 advantageous advantageous JJ work_j4jyyr4gnrbelgfykpcumrgui4 71 17 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 71 18 many many JJ work_j4jyyr4gnrbelgfykpcumrgui4 71 19 modeling modeling NN work_j4jyyr4gnrbelgfykpcumrgui4 71 20 applications application NNS work_j4jyyr4gnrbelgfykpcumrgui4 71 21 . . . work_j4jyyr4gnrbelgfykpcumrgui4 72 1 By by IN work_j4jyyr4gnrbelgfykpcumrgui4 72 2 contrast contrast NN work_j4jyyr4gnrbelgfykpcumrgui4 72 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 72 4 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 72 5 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 72 6 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 72 7 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 72 8 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 72 9 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 72 10 propose propose VB work_j4jyyr4gnrbelgfykpcumrgui4 72 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 72 12 weighted weighted JJ work_j4jyyr4gnrbelgfykpcumrgui4 72 13 top top JJ work_j4jyyr4gnrbelgfykpcumrgui4 72 14 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 72 15 k k NN work_j4jyyr4gnrbelgfykpcumrgui4 72 16 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 72 17 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 72 18 address address VB work_j4jyyr4gnrbelgfykpcumrgui4 72 19 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 72 20 issues issue NNS work_j4jyyr4gnrbelgfykpcumrgui4 72 21 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 72 22 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 72 23 ad ad FW work_j4jyyr4gnrbelgfykpcumrgui4 72 24 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 72 25 hoc hoc FW work_j4jyyr4gnrbelgfykpcumrgui4 72 26 manner manner NN work_j4jyyr4gnrbelgfykpcumrgui4 72 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 73 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 73 2 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 73 3 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 73 4 introduced introduce VBN work_j4jyyr4gnrbelgfykpcumrgui4 73 5 above above IN work_j4jyyr4gnrbelgfykpcumrgui4 73 6 lends lend NNS work_j4jyyr4gnrbelgfykpcumrgui4 73 7 it- it- DT work_j4jyyr4gnrbelgfykpcumrgui4 73 8 self self NN work_j4jyyr4gnrbelgfykpcumrgui4 73 9 particularly particularly RB work_j4jyyr4gnrbelgfykpcumrgui4 73 10 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 73 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 73 12 nonparametric nonparametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 73 13 extensions extension NNS work_j4jyyr4gnrbelgfykpcumrgui4 73 14 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 73 15 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 73 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 73 17 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 73 18 Hierarchical Hierarchical NNP work_j4jyyr4gnrbelgfykpcumrgui4 73 19 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 73 20 Pro- Pro- NNP work_j4jyyr4gnrbelgfykpcumrgui4 73 21 cesses cesse NNS work_j4jyyr4gnrbelgfykpcumrgui4 73 22 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 73 23 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 73 24 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 73 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 74 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 74 2 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 74 3 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 74 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 74 5 size size NN work_j4jyyr4gnrbelgfykpcumrgui4 74 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 74 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 74 8 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 74 9 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 74 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 74 11 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 74 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 74 13 productions production NNS work_j4jyyr4gnrbelgfykpcumrgui4 74 14 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 74 15 fixed fix VBN work_j4jyyr4gnrbelgfykpcumrgui4 74 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 74 17 small small JJ work_j4jyyr4gnrbelgfykpcumrgui4 74 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 74 19 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 74 20 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 74 21 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 74 22 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 74 23 formulation formulation NN work_j4jyyr4gnrbelgfykpcumrgui4 74 24 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 74 25 infinite infinite JJ work_j4jyyr4gnrbelgfykpcumrgui4 74 26 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 74 27 allow allow VB work_j4jyyr4gnrbelgfykpcumrgui4 74 28 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 74 29 easy easy JJ work_j4jyyr4gnrbelgfykpcumrgui4 74 30 extension extension NN work_j4jyyr4gnrbelgfykpcumrgui4 74 31 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 74 32 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 74 33 future future NN work_j4jyyr4gnrbelgfykpcumrgui4 74 34 . . . work_j4jyyr4gnrbelgfykpcumrgui4 75 1 Specifically specifically RB work_j4jyyr4gnrbelgfykpcumrgui4 75 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 75 3 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 75 4 frame- frame- NN work_j4jyyr4gnrbelgfykpcumrgui4 75 5 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 75 6 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 75 7 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 75 8 extensions extension NNS work_j4jyyr4gnrbelgfykpcumrgui4 75 9 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 75 10 grow grow VBP work_j4jyyr4gnrbelgfykpcumrgui4 75 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 75 12 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 75 13 during during IN work_j4jyyr4gnrbelgfykpcumrgui4 75 14 parsing parsing NN work_j4jyyr4gnrbelgfykpcumrgui4 75 15 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 75 16 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 75 17 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 75 18 fully fully RB work_j4jyyr4gnrbelgfykpcumrgui4 75 19 lexicalize lexicalize VB work_j4jyyr4gnrbelgfykpcumrgui4 75 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 75 21 pro- pro- NN work_j4jyyr4gnrbelgfykpcumrgui4 75 22 ductions duction NNS work_j4jyyr4gnrbelgfykpcumrgui4 75 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 76 1 Additionally additionally RB work_j4jyyr4gnrbelgfykpcumrgui4 76 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 76 3 while while IN work_j4jyyr4gnrbelgfykpcumrgui4 76 4 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 76 5 current current JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 6 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 76 7 uses use VBZ work_j4jyyr4gnrbelgfykpcumrgui4 76 8 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 76 9 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 76 10 restricted restrict VBN work_j4jyyr4gnrbelgfykpcumrgui4 76 11 fragment fragment NN work_j4jyyr4gnrbelgfykpcumrgui4 76 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 76 13 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 76 14 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 76 15 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 76 16 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 76 17 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 76 18 finite finite JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 19 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 76 20 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 76 21 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 76 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 76 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 76 24 literature literature NN work_j4jyyr4gnrbelgfykpcumrgui4 76 25 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 76 26 generalized generalized JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 27 variants variant NNS work_j4jyyr4gnrbelgfykpcumrgui4 76 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 76 29 composition composition NN work_j4jyyr4gnrbelgfykpcumrgui4 76 30 make make VBP work_j4jyyr4gnrbelgfykpcumrgui4 76 31 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 76 32 possible possible JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 33 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 76 34 gener- gener- JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 35 ate ate JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 36 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 76 37 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 76 38 unbounded unbounded JJ work_j4jyyr4gnrbelgfykpcumrgui4 76 39 arity arity NN work_j4jyyr4gnrbelgfykpcumrgui4 76 40 . . . work_j4jyyr4gnrbelgfykpcumrgui4 77 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 77 2 therefore therefore RB work_j4jyyr4gnrbelgfykpcumrgui4 77 3 be- be- VBP work_j4jyyr4gnrbelgfykpcumrgui4 77 4 lieve lieve VBP work_j4jyyr4gnrbelgfykpcumrgui4 77 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 77 6 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 77 7 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 77 8 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 77 9 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 77 10 natural natural JJ work_j4jyyr4gnrbelgfykpcumrgui4 77 11 probabilistic probabilistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 77 12 frame- frame- NN work_j4jyyr4gnrbelgfykpcumrgui4 77 13 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 77 14 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 77 15 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 77 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 77 17 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 77 18 HDPs hdp NNS work_j4jyyr4gnrbelgfykpcumrgui4 77 19 make make VBP work_j4jyyr4gnrbelgfykpcumrgui4 77 20 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 77 21 possible possible JJ work_j4jyyr4gnrbelgfykpcumrgui4 77 22 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 77 23 con- con- NNP work_j4jyyr4gnrbelgfykpcumrgui4 77 24 sider sider VB work_j4jyyr4gnrbelgfykpcumrgui4 77 25 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 77 26 potentially potentially RB work_j4jyyr4gnrbelgfykpcumrgui4 77 27 infinite infinite JJ work_j4jyyr4gnrbelgfykpcumrgui4 77 28 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 77 29 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 77 30 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 77 31 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 77 32 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 77 33 instantiate instantiate VB work_j4jyyr4gnrbelgfykpcumrgui4 77 34 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 77 35 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 77 36 slot slot NN work_j4jyyr4gnrbelgfykpcumrgui4 77 37 , , , work_j4jyyr4gnrbelgfykpcumrgui4 77 38 while while IN work_j4jyyr4gnrbelgfykpcumrgui4 77 39 allowing allow VBG work_j4jyyr4gnrbelgfykpcumrgui4 77 40 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 77 41 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 77 42 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 77 43 capture capture VB work_j4jyyr4gnrbelgfykpcumrgui4 77 44 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 77 45 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 77 46 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 77 47 preferences preference NNS work_j4jyyr4gnrbelgfykpcumrgui4 77 48 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 77 49 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 77 50 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 77 51 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 77 52 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 77 53 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 77 54 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 77 55 appear appear VB work_j4jyyr4gnrbelgfykpcumrgui4 77 56 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 77 57 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 77 58 position position NN work_j4jyyr4gnrbelgfykpcumrgui4 77 59 . . . work_j4jyyr4gnrbelgfykpcumrgui4 78 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 78 2 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 78 3 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 78 4 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 78 5 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 78 6 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 78 7 Bayesian bayesian JJ work_j4jyyr4gnrbelgfykpcumrgui4 78 8 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 78 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 78 10 multinomials multinomial NNS work_j4jyyr4gnrbelgfykpcumrgui4 78 11 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 78 12 drawn draw VBN work_j4jyyr4gnrbelgfykpcumrgui4 78 13 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 78 14 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 78 15 corresponding corresponding JJ work_j4jyyr4gnrbelgfykpcumrgui4 78 16 n- n- NN work_j4jyyr4gnrbelgfykpcumrgui4 78 17 dimensional dimensional JJ work_j4jyyr4gnrbelgfykpcumrgui4 78 18 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 78 19 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 78 20 . . . work_j4jyyr4gnrbelgfykpcumrgui4 79 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 79 2 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 79 3 Process Process NNP work_j4jyyr4gnrbelgfykpcumrgui4 79 4 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 79 5 DP DP NNP work_j4jyyr4gnrbelgfykpcumrgui4 79 6 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 79 7 generalizes generalize VBZ work_j4jyyr4gnrbelgfykpcumrgui4 79 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 79 9 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 79 10 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 79 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 79 12 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 79 13 infinite infinite JJ work_j4jyyr4gnrbelgfykpcumrgui4 79 14 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 79 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 79 16 possible possible JJ work_j4jyyr4gnrbelgfykpcumrgui4 79 17 outcomes outcome NNS work_j4jyyr4gnrbelgfykpcumrgui4 79 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 79 19 allowing allow VBG work_j4jyyr4gnrbelgfykpcumrgui4 79 20 us -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 79 21 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 79 22 deal deal VB work_j4jyyr4gnrbelgfykpcumrgui4 79 23 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 79 24 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 79 25 potentially potentially RB work_j4jyyr4gnrbelgfykpcumrgui4 79 26 infinite infinite JJ work_j4jyyr4gnrbelgfykpcumrgui4 79 27 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 79 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 79 29 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 79 30 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 79 31 words word NNS work_j4jyyr4gnrbelgfykpcumrgui4 79 32 . . . work_j4jyyr4gnrbelgfykpcumrgui4 80 1 DPs dp NNS work_j4jyyr4gnrbelgfykpcumrgui4 80 2 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 80 3 defined define VBN work_j4jyyr4gnrbelgfykpcumrgui4 80 4 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 80 5 terms term NNS work_j4jyyr4gnrbelgfykpcumrgui4 80 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 80 7 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 80 8 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 80 9 dis- dis- IN work_j4jyyr4gnrbelgfykpcumrgui4 80 10 tribution tribution NN work_j4jyyr4gnrbelgfykpcumrgui4 80 11 H h NN work_j4jyyr4gnrbelgfykpcumrgui4 80 12 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 80 13 corresponds correspond VBZ work_j4jyyr4gnrbelgfykpcumrgui4 80 14 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 80 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 80 16 mean mean NN work_j4jyyr4gnrbelgfykpcumrgui4 80 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 80 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 80 19 DP DP NNP work_j4jyyr4gnrbelgfykpcumrgui4 80 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 80 21 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 80 22 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 80 23 concentration concentration NN work_j4jyyr4gnrbelgfykpcumrgui4 80 24 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 80 25 shape shape NN work_j4jyyr4gnrbelgfykpcumrgui4 80 26 parameter parameter NN work_j4jyyr4gnrbelgfykpcumrgui4 80 27 α α NNP work_j4jyyr4gnrbelgfykpcumrgui4 80 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 81 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 81 2 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 81 3 Hi- Hi- NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 4 erarchical erarchical JJ work_j4jyyr4gnrbelgfykpcumrgui4 81 5 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 6 Process Process NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 7 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 81 8 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 9 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 81 10 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 11 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 81 13 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 81 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 81 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 81 16 there there EX work_j4jyyr4gnrbelgfykpcumrgui4 81 17 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 81 18 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 81 19 hierarchy hierarchy NN work_j4jyyr4gnrbelgfykpcumrgui4 81 20 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 81 21 DPs dp NNS work_j4jyyr4gnrbelgfykpcumrgui4 81 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 81 23 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 81 24 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 81 25 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 81 26 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 81 27 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 81 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 81 29 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 81 30 DP DP NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 31 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 81 32 level level NN work_j4jyyr4gnrbelgfykpcumrgui4 81 33 n n CC work_j4jyyr4gnrbelgfykpcumrgui4 81 34 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 81 35 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 81 36 DP dp NN work_j4jyyr4gnrbelgfykpcumrgui4 81 37 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 81 38 level level NN work_j4jyyr4gnrbelgfykpcumrgui4 81 39 n− n− NNP work_j4jyyr4gnrbelgfykpcumrgui4 81 40 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 81 41 . . . work_j4jyyr4gnrbelgfykpcumrgui4 82 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 82 2 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 3 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 82 4 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 5 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 82 6 Figure Figure NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 7 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 82 8 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 82 9 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 82 10 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 82 11 reformulation reformulation NN work_j4jyyr4gnrbelgfykpcumrgui4 82 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 82 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 82 14 Argument Argument NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 15 Model Model NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 16 introduced introduce VBN work_j4jyyr4gnrbelgfykpcumrgui4 82 17 above above RB work_j4jyyr4gnrbelgfykpcumrgui4 82 18 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 82 19 terms term NNS work_j4jyyr4gnrbelgfykpcumrgui4 82 20 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 82 21 Hierarchical Hierarchical NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 22 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 23 Processes.5 Processes.5 NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 24 At at IN work_j4jyyr4gnrbelgfykpcumrgui4 82 25 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 82 26 heart heart NN work_j4jyyr4gnrbelgfykpcumrgui4 82 27 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 82 28 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 82 29 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 82 30 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 82 31 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 82 32 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 82 33 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 82 34 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 82 35 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 82 36 . . . work_j4jyyr4gnrbelgfykpcumrgui4 83 1 By by IN work_j4jyyr4gnrbelgfykpcumrgui4 83 2 combining combine VBG work_j4jyyr4gnrbelgfykpcumrgui4 83 3 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 83 4 stick stick NN work_j4jyyr4gnrbelgfykpcumrgui4 83 5 breaking break VBG work_j4jyyr4gnrbelgfykpcumrgui4 83 6 process process NN work_j4jyyr4gnrbelgfykpcumrgui4 83 7 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 83 8 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 83 9 multino- multino- JJ work_j4jyyr4gnrbelgfykpcumrgui4 83 10 mial mial NN work_j4jyyr4gnrbelgfykpcumrgui4 83 11 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 83 12 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 83 13 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 83 14 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 83 15 define define VB work_j4jyyr4gnrbelgfykpcumrgui4 83 16 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 83 17 DP dp NN work_j4jyyr4gnrbelgfykpcumrgui4 83 18 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 83 19 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 83 20 5An 5an CD work_j4jyyr4gnrbelgfykpcumrgui4 83 21 alternative alternative JJ work_j4jyyr4gnrbelgfykpcumrgui4 83 22 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 83 23 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 83 24 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 83 25 semantic semantic JJ work_j4jyyr4gnrbelgfykpcumrgui4 83 26 parsing parsing NN work_j4jyyr4gnrbelgfykpcumrgui4 83 27 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 83 28 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 83 29 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 83 30 proposed propose VBN work_j4jyyr4gnrbelgfykpcumrgui4 83 31 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 83 32 Kwiatkowski Kwiatkowski NNP work_j4jyyr4gnrbelgfykpcumrgui4 83 33 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 83 34 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 83 35 . . . work_j4jyyr4gnrbelgfykpcumrgui4 84 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 84 2 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 84 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 84 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 85 1 78 78 CD work_j4jyyr4gnrbelgfykpcumrgui4 85 2 HDP hdp NN work_j4jyyr4gnrbelgfykpcumrgui4 85 3 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 85 4 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 5 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 85 6 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 7 Draw draw VB work_j4jyyr4gnrbelgfykpcumrgui4 85 8 global global JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 9 parameters parameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 10 Define define VB work_j4jyyr4gnrbelgfykpcumrgui4 85 11 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 12 root root NN work_j4jyyr4gnrbelgfykpcumrgui4 85 13 parameter parameter NN work_j4jyyr4gnrbelgfykpcumrgui4 85 14 θTOP θtop NN work_j4jyyr4gnrbelgfykpcumrgui4 85 15 Draw draw VB work_j4jyyr4gnrbelgfykpcumrgui4 85 16 top top JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 17 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 85 18 level level NN work_j4jyyr4gnrbelgfykpcumrgui4 85 19 symbol symbol NN work_j4jyyr4gnrbelgfykpcumrgui4 85 20 weights weight VBZ work_j4jyyr4gnrbelgfykpcumrgui4 85 21 βY βY NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 22 ∼ ∼ NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 23 GEM(αY GEM(αY NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 24 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 25 Draw draw VB work_j4jyyr4gnrbelgfykpcumrgui4 85 26 top top JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 27 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 85 28 level level NN work_j4jyyr4gnrbelgfykpcumrgui4 85 29 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 30 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 31 βL βL NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 32 ∼ ∼ NN work_j4jyyr4gnrbelgfykpcumrgui4 85 33 GEM(αL GEM(αL NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 34 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 35 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 85 36 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 85 37 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 85 38 symbol symbol NN work_j4jyyr4gnrbelgfykpcumrgui4 85 39 z z NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 40 ∈{1 ∈{1 NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 41 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 42 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 85 43 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 44 ... ... : work_j4jyyr4gnrbelgfykpcumrgui4 85 45 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 46 : : : work_j4jyyr4gnrbelgfykpcumrgui4 85 47 Define define VB work_j4jyyr4gnrbelgfykpcumrgui4 85 48 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 49 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 85 50 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 85 51 parameters parameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 52 θTz θTz NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 53 Draw Draw NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 54 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 85 55 parameters parameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 56 φYz φyz VBP work_j4jyyr4gnrbelgfykpcumrgui4 85 57 ∼ ∼ NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 58 DP(αY dp(αy NN work_j4jyyr4gnrbelgfykpcumrgui4 85 59 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 60 βY βY NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 61 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 62 Draw draw VB work_j4jyyr4gnrbelgfykpcumrgui4 85 63 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 64 emission emission NN work_j4jyyr4gnrbelgfykpcumrgui4 85 65 parameters parameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 66 φLz φLz NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 67 ∼ ∼ NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 68 DP(αL DP(αL NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 69 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 70 βL βL NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 71 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 72 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 85 73 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 85 74 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 85 75 symbol symbol NN work_j4jyyr4gnrbelgfykpcumrgui4 85 76 y y NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 77 ∈{1 ∈{1 NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 78 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 79 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 85 80 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 81 ... ... : work_j4jyyr4gnrbelgfykpcumrgui4 85 82 } } -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 83 : : : work_j4jyyr4gnrbelgfykpcumrgui4 85 84 Define Define NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 85 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 86 combinator combinator NN work_j4jyyr4gnrbelgfykpcumrgui4 85 87 parameters parameter VBZ work_j4jyyr4gnrbelgfykpcumrgui4 85 88 θCz θCz NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 89 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 90 y y NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 91 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 85 92 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 93 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 85 94 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 85 95 parse parse NN work_j4jyyr4gnrbelgfykpcumrgui4 85 96 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 85 97 : : : work_j4jyyr4gnrbelgfykpcumrgui4 85 98 Generate Generate NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 99 root root NN work_j4jyyr4gnrbelgfykpcumrgui4 85 100 node node RB work_j4jyyr4gnrbelgfykpcumrgui4 85 101 zTOP zTOP VBD work_j4jyyr4gnrbelgfykpcumrgui4 85 102 ∼ ∼ NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 103 Binomial(θTOP Binomial(θTOP NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 104 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 105 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 85 106 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 85 107 node node NN work_j4jyyr4gnrbelgfykpcumrgui4 85 108 i i PRP work_j4jyyr4gnrbelgfykpcumrgui4 85 109 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 85 110 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 85 111 parse parse NN work_j4jyyr4gnrbelgfykpcumrgui4 85 112 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 85 113 : : : work_j4jyyr4gnrbelgfykpcumrgui4 85 114 Choose choose VB work_j4jyyr4gnrbelgfykpcumrgui4 85 115 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 85 116 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 85 117 ti ti NN work_j4jyyr4gnrbelgfykpcumrgui4 85 118 ∼ ∼ JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 119 Multinomial(θTzi Multinomial(θTzi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 120 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 121 If if IN work_j4jyyr4gnrbelgfykpcumrgui4 85 122 ti ti FW work_j4jyyr4gnrbelgfykpcumrgui4 85 123 = = SYM work_j4jyyr4gnrbelgfykpcumrgui4 85 124 = = NFP work_j4jyyr4gnrbelgfykpcumrgui4 85 125 Lex lex NN work_j4jyyr4gnrbelgfykpcumrgui4 85 126 : : : work_j4jyyr4gnrbelgfykpcumrgui4 85 127 Emit emit VB work_j4jyyr4gnrbelgfykpcumrgui4 85 128 terminal terminal JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 129 symbol symbol NN work_j4jyyr4gnrbelgfykpcumrgui4 85 130 xi xi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 131 ∼ ∼ JJ work_j4jyyr4gnrbelgfykpcumrgui4 85 132 Multinomial(φLzi Multinomial(φLzi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 133 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 134 If if IN work_j4jyyr4gnrbelgfykpcumrgui4 85 135 ti ti FW work_j4jyyr4gnrbelgfykpcumrgui4 85 136 = = SYM work_j4jyyr4gnrbelgfykpcumrgui4 85 137 = = NFP work_j4jyyr4gnrbelgfykpcumrgui4 85 138 Left left UH work_j4jyyr4gnrbelgfykpcumrgui4 85 139 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 85 140 Right right UH work_j4jyyr4gnrbelgfykpcumrgui4 85 141 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 85 142 Unary Unary NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 143 : : : work_j4jyyr4gnrbelgfykpcumrgui4 85 144 Generate Generate NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 145 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 85 146 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 85 147 yi yi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 148 ∼ ∼ NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 149 Multinomial(φYzi Multinomial(φYzi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 150 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 151 Generate Generate NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 152 combinator combinator NN work_j4jyyr4gnrbelgfykpcumrgui4 85 153 ci ci NN work_j4jyyr4gnrbelgfykpcumrgui4 85 154 ∼ ∼ NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 155 Multinomial(θCzi Multinomial(θCzi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 156 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 157 yi yi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 158 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 159 Deterministically deterministically RB work_j4jyyr4gnrbelgfykpcumrgui4 85 160 create create VBP work_j4jyyr4gnrbelgfykpcumrgui4 85 161 zL(i zL(i NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 162 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 163 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 164 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 85 165 zR(i zr(i FW work_j4jyyr4gnrbelgfykpcumrgui4 85 166 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 167 if if IN work_j4jyyr4gnrbelgfykpcumrgui4 85 168 binary binary NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 169 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 170 zi zi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 171 yi yi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 172 ci ci NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 173 zL(i zL(i NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 174 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 175 zR(i zR(i NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 176 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 177 xL(i xL(i NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 178 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 179 xR(i xR(i NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 180 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 181 z z XX work_j4jyyr4gnrbelgfykpcumrgui4 85 182 ∞ ∞ XX work_j4jyyr4gnrbelgfykpcumrgui4 85 183 ∞y ∞y NN work_j4jyyr4gnrbelgfykpcumrgui4 85 184 φY φY NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 185 θT θt NN work_j4jyyr4gnrbelgfykpcumrgui4 85 186 θC θc NN work_j4jyyr4gnrbelgfykpcumrgui4 85 187 φL φl NN work_j4jyyr4gnrbelgfykpcumrgui4 85 188 βY βY . work_j4jyyr4gnrbelgfykpcumrgui4 85 189 βL βL NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 190 Because because IN work_j4jyyr4gnrbelgfykpcumrgui4 85 191 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 85 192 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 85 193 working work VBG work_j4jyyr4gnrbelgfykpcumrgui4 85 194 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 85 195 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 196 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 197 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 85 198 parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 85 199 zi zi NN work_j4jyyr4gnrbelgfykpcumrgui4 85 200 , , , work_j4jyyr4gnrbelgfykpcumrgui4 85 201 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 85 202 yi yi NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 203 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 85 204 combinator combinator NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 205 ci ci NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 206 uniquely uniquely RB work_j4jyyr4gnrbelgfykpcumrgui4 85 207 define define VB work_j4jyyr4gnrbelgfykpcumrgui4 85 208 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 85 209 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 85 210 children child NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 211 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 85 212 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 213 zL(i),zR(i zL(i),zR(i NNP work_j4jyyr4gnrbelgfykpcumrgui4 85 214 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 215 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 85 216 . . . work_j4jyyr4gnrbelgfykpcumrgui4 86 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 86 2 dashed dash VBN work_j4jyyr4gnrbelgfykpcumrgui4 86 3 arrows arrow NNS work_j4jyyr4gnrbelgfykpcumrgui4 86 4 here here RB work_j4jyyr4gnrbelgfykpcumrgui4 86 5 rep- rep- NNS work_j4jyyr4gnrbelgfykpcumrgui4 86 6 resent resent VBP work_j4jyyr4gnrbelgfykpcumrgui4 86 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 86 8 deterministic deterministic JJ work_j4jyyr4gnrbelgfykpcumrgui4 86 9 process process NN work_j4jyyr4gnrbelgfykpcumrgui4 86 10 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 86 11 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 86 12 generate generate VB work_j4jyyr4gnrbelgfykpcumrgui4 86 13 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 86 14 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 86 15 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 86 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 87 1 Figure figure NN work_j4jyyr4gnrbelgfykpcumrgui4 87 2 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 87 3 : : : work_j4jyyr4gnrbelgfykpcumrgui4 87 4 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 87 5 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 87 6 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 87 7 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 87 8 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 87 9 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 87 10 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 87 11 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 87 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 87 13 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 87 14 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 87 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 87 16 space space NN work_j4jyyr4gnrbelgfykpcumrgui4 87 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 87 18 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 87 19 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 87 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 87 21 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 87 22 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 87 23 words word NNS work_j4jyyr4gnrbelgfykpcumrgui4 87 24 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 87 25 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 87 26 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 87 27 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 87 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 88 1 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 88 2 every every DT work_j4jyyr4gnrbelgfykpcumrgui4 88 3 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 88 4 symbol symbol NN work_j4jyyr4gnrbelgfykpcumrgui4 88 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 88 6 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 88 7 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 88 8 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 88 9 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 88 10 emission emission NN work_j4jyyr4gnrbelgfykpcumrgui4 88 11 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 88 12 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 88 13 drawn draw VBN work_j4jyyr4gnrbelgfykpcumrgui4 88 14 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 88 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 88 16 corresponding correspond VBG work_j4jyyr4gnrbelgfykpcumrgui4 88 17 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 88 18 Processes Processes NNP work_j4jyyr4gnrbelgfykpcumrgui4 88 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 89 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 89 2 addition addition NN work_j4jyyr4gnrbelgfykpcumrgui4 89 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 89 4 there there EX work_j4jyyr4gnrbelgfykpcumrgui4 89 5 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 89 6 several several JJ work_j4jyyr4gnrbelgfykpcumrgui4 89 7 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 89 8 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 89 9 tied tie VBN work_j4jyyr4gnrbelgfykpcumrgui4 89 10 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 89 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 89 12 given give VBN work_j4jyyr4gnrbelgfykpcumrgui4 89 13 symbol symbol NN work_j4jyyr4gnrbelgfykpcumrgui4 89 14 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 89 15 generating generate VBG work_j4jyyr4gnrbelgfykpcumrgui4 89 16 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 89 17 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 89 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 89 19 combinators combinator NNS work_j4jyyr4gnrbelgfykpcumrgui4 89 20 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 89 21 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 89 22 tokens token NNS work_j4jyyr4gnrbelgfykpcumrgui4 89 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 90 1 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 90 2 whose whose WP$ work_j4jyyr4gnrbelgfykpcumrgui4 90 3 stick stick NN work_j4jyyr4gnrbelgfykpcumrgui4 90 4 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 90 5 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 90 6 βY βY NNP work_j4jyyr4gnrbelgfykpcumrgui4 90 7 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 90 8 correspond correspond VB work_j4jyyr4gnrbelgfykpcumrgui4 90 9 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 90 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 90 11 frequency frequency NN work_j4jyyr4gnrbelgfykpcumrgui4 90 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 90 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 90 14 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 90 15 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 90 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 90 17 corpus corpus NNP work_j4jyyr4gnrbelgfykpcumrgui4 90 18 . . . work_j4jyyr4gnrbelgfykpcumrgui4 91 1 Next next RB work_j4jyyr4gnrbelgfykpcumrgui4 91 2 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 91 3 build build VBP work_j4jyyr4gnrbelgfykpcumrgui4 91 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 91 5 hierarchical hierarchical JJ work_j4jyyr4gnrbelgfykpcumrgui4 91 6 component component NN work_j4jyyr4gnrbelgfykpcumrgui4 91 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 91 8 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 91 9 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 91 10 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 91 11 choosing choose VBG work_j4jyyr4gnrbelgfykpcumrgui4 91 12 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 91 13 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 91 14 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 91 15 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 91 16 φY φY NNP work_j4jyyr4gnrbelgfykpcumrgui4 91 17 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 91 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 91 19 again again RB work_j4jyyr4gnrbelgfykpcumrgui4 91 20 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 91 21 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 91 22 space space NN work_j4jyyr4gnrbelgfykpcumrgui4 91 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 91 24 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 91 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 91 26 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 91 27 every every DT work_j4jyyr4gnrbelgfykpcumrgui4 91 28 parent parent NN work_j4jyyr4gnrbelgfykpcumrgui4 91 29 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 91 30 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 91 31 Z. z. NN work_j4jyyr4gnrbelgfykpcumrgui4 92 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 92 2 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 92 3 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 92 4 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 92 5 drawn draw VBN work_j4jyyr4gnrbelgfykpcumrgui4 92 6 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 92 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 92 8 previously previously RB work_j4jyyr4gnrbelgfykpcumrgui4 92 9 defined define VBN work_j4jyyr4gnrbelgfykpcumrgui4 92 10 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 92 11 DP dp NN work_j4jyyr4gnrbelgfykpcumrgui4 92 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 92 13 allowing allow VBG work_j4jyyr4gnrbelgfykpcumrgui4 92 14 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 92 15 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 92 16 important important JJ work_j4jyyr4gnrbelgfykpcumrgui4 92 17 level level NN work_j4jyyr4gnrbelgfykpcumrgui4 92 18 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 92 19 parameter parameter NN work_j4jyyr4gnrbelgfykpcumrgui4 92 20 tying tie VBG work_j4jyyr4gnrbelgfykpcumrgui4 92 21 across across IN work_j4jyyr4gnrbelgfykpcumrgui4 92 22 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 92 23 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 92 24 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 92 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 93 1 While while IN work_j4jyyr4gnrbelgfykpcumrgui4 93 2 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 93 3 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 93 4 DP DP NNP work_j4jyyr4gnrbelgfykpcumrgui4 93 5 does do VBZ work_j4jyyr4gnrbelgfykpcumrgui4 93 6 define define VB work_j4jyyr4gnrbelgfykpcumrgui4 93 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 93 8 mean mean NN work_j4jyyr4gnrbelgfykpcumrgui4 93 9 around around IN work_j4jyyr4gnrbelgfykpcumrgui4 93 10 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 93 11 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 93 12 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 93 13 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 93 14 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 93 15 drawn draw VBN work_j4jyyr4gnrbelgfykpcumrgui4 93 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 93 17 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 93 18 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 93 19 require require VBP work_j4jyyr4gnrbelgfykpcumrgui4 93 20 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 93 21 notion notion NN work_j4jyyr4gnrbelgfykpcumrgui4 93 22 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 93 23 variance variance NN work_j4jyyr4gnrbelgfykpcumrgui4 93 24 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 93 25 precision precision NN work_j4jyyr4gnrbelgfykpcumrgui4 93 26 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 93 27 de- de- PRP work_j4jyyr4gnrbelgfykpcumrgui4 93 28 termines termine VBZ work_j4jyyr4gnrbelgfykpcumrgui4 93 29 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 93 30 similar similar JJ work_j4jyyr4gnrbelgfykpcumrgui4 93 31 individual individual JJ work_j4jyyr4gnrbelgfykpcumrgui4 93 32 draws draw NNS work_j4jyyr4gnrbelgfykpcumrgui4 93 33 will will MD work_j4jyyr4gnrbelgfykpcumrgui4 93 34 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 93 35 . . . work_j4jyyr4gnrbelgfykpcumrgui4 94 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 94 2 precision precision NN work_j4jyyr4gnrbelgfykpcumrgui4 94 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 94 4 determined determine VBN work_j4jyyr4gnrbelgfykpcumrgui4 94 5 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 94 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 94 7 magnitude magnitude NN work_j4jyyr4gnrbelgfykpcumrgui4 94 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 94 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 94 10 hy- hy- JJ work_j4jyyr4gnrbelgfykpcumrgui4 94 11 perparameter perparameter NN work_j4jyyr4gnrbelgfykpcumrgui4 94 12 αY αY NNP work_j4jyyr4gnrbelgfykpcumrgui4 94 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 95 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 95 2 hierarchy hierarchy NN work_j4jyyr4gnrbelgfykpcumrgui4 95 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 95 4 paralleled parallel VBN work_j4jyyr4gnrbelgfykpcumrgui4 95 5 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 95 6 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 95 7 productions production NNS work_j4jyyr4gnrbelgfykpcumrgui4 95 8 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 95 9 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 95 10 drawn draw VBN work_j4jyyr4gnrbelgfykpcumrgui4 95 11 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 95 12 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 95 13 unigram unigram JJ work_j4jyyr4gnrbelgfykpcumrgui4 95 14 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 95 15 DP dp NN work_j4jyyr4gnrbelgfykpcumrgui4 95 16 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 95 17 terminal terminal JJ work_j4jyyr4gnrbelgfykpcumrgui4 95 18 symbols symbol NNS work_j4jyyr4gnrbelgfykpcumrgui4 95 19 controlled control VBN work_j4jyyr4gnrbelgfykpcumrgui4 95 20 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 95 21 αL. αL. NNP work_j4jyyr4gnrbelgfykpcumrgui4 96 1 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 96 2 simplicity simplicity NN work_j4jyyr4gnrbelgfykpcumrgui4 96 3 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 96 4 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 96 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 96 6 same same JJ work_j4jyyr4gnrbelgfykpcumrgui4 96 7 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 96 8 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 96 9 setting set VBG work_j4jyyr4gnrbelgfykpcumrgui4 96 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 96 11 values value NNS work_j4jyyr4gnrbelgfykpcumrgui4 96 12 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 96 13 αL αL NNP work_j4jyyr4gnrbelgfykpcumrgui4 96 14 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 96 15 αY αY NNP work_j4jyyr4gnrbelgfykpcumrgui4 96 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 97 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 97 2 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 97 3 experimen- experimen- FW work_j4jyyr4gnrbelgfykpcumrgui4 97 4 tal tal JJ work_j4jyyr4gnrbelgfykpcumrgui4 97 5 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 97 6 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 97 7 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 97 8 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 97 9 vary vary VBP work_j4jyyr4gnrbelgfykpcumrgui4 97 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 97 11 value value NN work_j4jyyr4gnrbelgfykpcumrgui4 97 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 97 13 αY αY NNP work_j4jyyr4gnrbelgfykpcumrgui4 97 14 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 97 15 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 97 16 function function NN work_j4jyyr4gnrbelgfykpcumrgui4 97 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 97 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 97 19 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 97 20 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 97 21 outcomes outcome NNS work_j4jyyr4gnrbelgfykpcumrgui4 97 22 allowed allow VBN work_j4jyyr4gnrbelgfykpcumrgui4 97 23 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 97 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 97 25 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 97 26 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 97 27 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 97 28 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 97 29 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 97 30 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 97 31 corpus corpus NN work_j4jyyr4gnrbelgfykpcumrgui4 97 32 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 97 33 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 97 34 case case NN work_j4jyyr4gnrbelgfykpcumrgui4 97 35 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 97 36 terminal terminal JJ work_j4jyyr4gnrbelgfykpcumrgui4 97 37 symbols symbol NNS work_j4jyyr4gnrbelgfykpcumrgui4 97 38 . . . work_j4jyyr4gnrbelgfykpcumrgui4 98 1 Specifically specifically RB work_j4jyyr4gnrbelgfykpcumrgui4 98 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 98 3 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 98 4 set set VBD work_j4jyyr4gnrbelgfykpcumrgui4 98 5 αY αY NNP work_j4jyyr4gnrbelgfykpcumrgui4 98 6 = = NFP work_j4jyyr4gnrbelgfykpcumrgui4 98 7 np np NNP work_j4jyyr4gnrbelgfykpcumrgui4 98 8 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 98 9 conditioning condition VBG work_j4jyyr4gnrbelgfykpcumrgui4 98 10 contexts contexts NN work_j4jyyr4gnrbelgfykpcumrgui4 98 11 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 98 12 n n DT work_j4jyyr4gnrbelgfykpcumrgui4 98 13 out- out- NN work_j4jyyr4gnrbelgfykpcumrgui4 98 14 comes come VBZ work_j4jyyr4gnrbelgfykpcumrgui4 98 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 99 1 Since since IN work_j4jyyr4gnrbelgfykpcumrgui4 99 2 Liang Liang NNP work_j4jyyr4gnrbelgfykpcumrgui4 99 3 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 99 4 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 99 5 . . . work_j4jyyr4gnrbelgfykpcumrgui4 100 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 100 2 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 100 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 100 4 found find VBD work_j4jyyr4gnrbelgfykpcumrgui4 100 5 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 100 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 100 7 ideal ideal JJ work_j4jyyr4gnrbelgfykpcumrgui4 100 8 value value NN work_j4jyyr4gnrbelgfykpcumrgui4 100 9 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 100 10 alpha alpha NN work_j4jyyr4gnrbelgfykpcumrgui4 100 11 appears appear VBZ work_j4jyyr4gnrbelgfykpcumrgui4 100 12 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 100 13 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 100 14 superlinear superlinear NN work_j4jyyr4gnrbelgfykpcumrgui4 100 15 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 100 16 sub- sub- DT work_j4jyyr4gnrbelgfykpcumrgui4 100 17 quadratic quadratic NN work_j4jyyr4gnrbelgfykpcumrgui4 100 18 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 100 19 n n NNP work_j4jyyr4gnrbelgfykpcumrgui4 100 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 100 21 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 100 22 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 100 23 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 100 24 where where WRB work_j4jyyr4gnrbelgfykpcumrgui4 100 25 p p NN work_j4jyyr4gnrbelgfykpcumrgui4 100 26 takes take VBZ work_j4jyyr4gnrbelgfykpcumrgui4 100 27 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 100 28 values value NNS work_j4jyyr4gnrbelgfykpcumrgui4 100 29 0 0 CD work_j4jyyr4gnrbelgfykpcumrgui4 100 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 100 31 1.0 1.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 100 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 100 33 1.5 1.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 100 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 100 35 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 100 36 2.0 2.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 100 37 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 100 38 explore explore VB work_j4jyyr4gnrbelgfykpcumrgui4 100 39 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 100 40 range range NN work_j4jyyr4gnrbelgfykpcumrgui4 100 41 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 100 42 uniform uniform NN work_j4jyyr4gnrbelgfykpcumrgui4 100 43 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 100 44 quadratic quadratic NNP work_j4jyyr4gnrbelgfykpcumrgui4 100 45 . . . work_j4jyyr4gnrbelgfykpcumrgui4 101 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 101 2 setting setting NN work_j4jyyr4gnrbelgfykpcumrgui4 101 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 101 4 α α PRP work_j4jyyr4gnrbelgfykpcumrgui4 101 5 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 101 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 101 7 only only JJ work_j4jyyr4gnrbelgfykpcumrgui4 101 8 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 101 9 parameter parameter NN work_j4jyyr4gnrbelgfykpcumrgui4 101 10 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 101 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 101 12 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 101 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 102 1 By by IN work_j4jyyr4gnrbelgfykpcumrgui4 102 2 controlling control VBG work_j4jyyr4gnrbelgfykpcumrgui4 102 3 preci- preci- JJ work_j4jyyr4gnrbelgfykpcumrgui4 102 4 sion sion NN work_j4jyyr4gnrbelgfykpcumrgui4 102 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 102 6 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 102 7 tell tell VB work_j4jyyr4gnrbelgfykpcumrgui4 102 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 102 9 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 102 10 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 102 11 what what WDT work_j4jyyr4gnrbelgfykpcumrgui4 102 12 extent extent NN work_j4jyyr4gnrbelgfykpcumrgui4 102 13 global global JJ work_j4jyyr4gnrbelgfykpcumrgui4 102 14 cor- cor- NN work_j4jyyr4gnrbelgfykpcumrgui4 102 15 pus pus NNP work_j4jyyr4gnrbelgfykpcumrgui4 102 16 statistics statistic NNS work_j4jyyr4gnrbelgfykpcumrgui4 102 17 should should MD work_j4jyyr4gnrbelgfykpcumrgui4 102 18 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 102 19 trusted trust VBN work_j4jyyr4gnrbelgfykpcumrgui4 102 20 . . . work_j4jyyr4gnrbelgfykpcumrgui4 103 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 103 2 believe believe VBP work_j4jyyr4gnrbelgfykpcumrgui4 103 3 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 103 4 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 103 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 103 6 similar similar JJ work_j4jyyr4gnrbelgfykpcumrgui4 103 7 effect effect NN work_j4jyyr4gnrbelgfykpcumrgui4 103 8 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 103 9 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 103 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 103 11 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 103 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 103 13 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 103 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 103 15 ’s ’ VBZ work_j4jyyr4gnrbelgfykpcumrgui4 103 16 top top JJ work_j4jyyr4gnrbelgfykpcumrgui4 103 17 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 103 18 k k NN work_j4jyyr4gnrbelgfykpcumrgui4 103 19 upweighting upweighting NN work_j4jyyr4gnrbelgfykpcumrgui4 103 20 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 103 21 smoothing smooth VBG work_j4jyyr4gnrbelgfykpcumrgui4 103 22 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 103 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 104 1 One one CD work_j4jyyr4gnrbelgfykpcumrgui4 104 2 advantage advantage NN work_j4jyyr4gnrbelgfykpcumrgui4 104 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 104 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 104 5 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 104 6 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 104 7 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 104 8 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 104 9 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 104 10 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 104 11 requires require VBZ work_j4jyyr4gnrbelgfykpcumrgui4 104 12 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 104 13 single single JJ work_j4jyyr4gnrbelgfykpcumrgui4 104 14 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 104 15 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 104 16 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 104 17 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 104 18 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 104 19 binary binary JJ work_j4jyyr4gnrbelgfykpcumrgui4 104 20 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 104 21 . . . work_j4jyyr4gnrbelgfykpcumrgui4 105 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 105 2 contrast contrast NN work_j4jyyr4gnrbelgfykpcumrgui4 105 3 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 105 4 similar similar JJ work_j4jyyr4gnrbelgfykpcumrgui4 105 5 proposals proposal NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 6 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 105 7 CFGs CFGs NNPS work_j4jyyr4gnrbelgfykpcumrgui4 105 8 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 105 9 Liang Liang NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 10 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 11 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 12 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 105 14 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 105 15 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 105 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 105 17 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 105 18 impose impose VBP work_j4jyyr4gnrbelgfykpcumrgui4 105 19 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 105 20 formal formal JJ work_j4jyyr4gnrbelgfykpcumrgui4 105 21 restrictions restriction NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 22 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 105 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 105 24 nonterminals nonterminal NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 25 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 105 27 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 28 , , , work_j4jyyr4gnrbelgfykpcumrgui4 105 29 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 105 30 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 105 31 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 105 32 ap- ap- XX work_j4jyyr4gnrbelgfykpcumrgui4 105 33 pear pear VB work_j4jyyr4gnrbelgfykpcumrgui4 105 34 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 105 35 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 105 36 rewrite rewrite NN work_j4jyyr4gnrbelgfykpcumrgui4 105 37 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 105 38 X X NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 39 → → SYM work_j4jyyr4gnrbelgfykpcumrgui4 105 40 Y y NN work_j4jyyr4gnrbelgfykpcumrgui4 105 41 Z z NN work_j4jyyr4gnrbelgfykpcumrgui4 105 42 , , , work_j4jyyr4gnrbelgfykpcumrgui4 105 43 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 105 44 greatly greatly RB work_j4jyyr4gnrbelgfykpcumrgui4 105 45 sim- sim- VBZ work_j4jyyr4gnrbelgfykpcumrgui4 105 46 plifies plifie VBZ work_j4jyyr4gnrbelgfykpcumrgui4 105 47 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 105 48 modeling modeling NN work_j4jyyr4gnrbelgfykpcumrgui4 105 49 problem problem NN work_j4jyyr4gnrbelgfykpcumrgui4 105 50 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 105 51 yielding yield VBG work_j4jyyr4gnrbelgfykpcumrgui4 105 52 effectively effectively RB work_j4jyyr4gnrbelgfykpcumrgui4 105 53 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 105 54 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 105 55 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 105 56 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 105 57 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 105 58 akin akin JJ work_j4jyyr4gnrbelgfykpcumrgui4 105 59 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 105 60 nonparametric nonparametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 105 61 HMMs hmm NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 62 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 105 63 , , , work_j4jyyr4gnrbelgfykpcumrgui4 105 64 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 105 65 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 105 66 avoids avoid VBZ work_j4jyyr4gnrbelgfykpcumrgui4 105 67 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 105 68 need need NN work_j4jyyr4gnrbelgfykpcumrgui4 105 69 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 105 70 capture capture VB work_j4jyyr4gnrbelgfykpcumrgui4 105 71 correlations correlation NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 72 be- be- XX work_j4jyyr4gnrbelgfykpcumrgui4 105 73 79 79 CD work_j4jyyr4gnrbelgfykpcumrgui4 105 74 tween tween NN work_j4jyyr4gnrbelgfykpcumrgui4 105 75 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 105 76 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 105 77 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 78 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 105 79 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 80 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 105 81 Z. Z. NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 82 Variational Variational NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 83 Inference Inference NNP work_j4jyyr4gnrbelgfykpcumrgui4 105 84 HDPs HDPs NNPS work_j4jyyr4gnrbelgfykpcumrgui4 105 85 need need VBP work_j4jyyr4gnrbelgfykpcumrgui4 105 86 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 105 87 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 105 88 estimated estimate VBN work_j4jyyr4gnrbelgfykpcumrgui4 105 89 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 105 90 approximate approximate JJ work_j4jyyr4gnrbelgfykpcumrgui4 105 91 techniques technique NNS work_j4jyyr4gnrbelgfykpcumrgui4 105 92 . . . work_j4jyyr4gnrbelgfykpcumrgui4 106 1 As as IN work_j4jyyr4gnrbelgfykpcumrgui4 106 2 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 106 3 alternative alternative NN work_j4jyyr4gnrbelgfykpcumrgui4 106 4 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 106 5 Gibbs Gibbs NNPS work_j4jyyr4gnrbelgfykpcumrgui4 106 6 sampling sampling NN work_j4jyyr4gnrbelgfykpcumrgui4 106 7 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 106 8 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 106 9 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 106 10 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 106 11 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 106 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 106 13 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 106 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 106 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 106 16 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 106 17 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 106 18 exact exact JJ work_j4jyyr4gnrbelgfykpcumrgui4 106 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 106 20 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 106 21 typically typically RB work_j4jyyr4gnrbelgfykpcumrgui4 106 22 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 106 23 slow slow JJ work_j4jyyr4gnrbelgfykpcumrgui4 106 24 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 106 25 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 106 26 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 106 27 clear clear JJ work_j4jyyr4gnrbelgfykpcumrgui4 106 28 convergence convergence NN work_j4jyyr4gnrbelgfykpcumrgui4 106 29 criteria criterion NNS work_j4jyyr4gnrbelgfykpcumrgui4 106 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 106 31 variational variational JJ work_j4jyyr4gnrbelgfykpcumrgui4 106 32 inference inference NN work_j4jyyr4gnrbelgfykpcumrgui4 106 33 algorithms algorithm NNS work_j4jyyr4gnrbelgfykpcumrgui4 106 34 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 106 35 Bishop Bishop NNP work_j4jyyr4gnrbelgfykpcumrgui4 106 36 , , , work_j4jyyr4gnrbelgfykpcumrgui4 106 37 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 106 38 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 106 39 Blei Blei NNP work_j4jyyr4gnrbelgfykpcumrgui4 106 40 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 106 41 Jordan Jordan NNP work_j4jyyr4gnrbelgfykpcumrgui4 106 42 , , , work_j4jyyr4gnrbelgfykpcumrgui4 106 43 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 106 44 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 106 45 estimate estimate VBP work_j4jyyr4gnrbelgfykpcumrgui4 106 46 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 106 47 parame- parame- JJ work_j4jyyr4gnrbelgfykpcumrgui4 106 48 ters ter NNS work_j4jyyr4gnrbelgfykpcumrgui4 106 49 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 106 50 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 106 51 truncated truncate VBN work_j4jyyr4gnrbelgfykpcumrgui4 106 52 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 106 53 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 106 54 maximize maximize VB work_j4jyyr4gnrbelgfykpcumrgui4 106 55 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 106 56 lower low JJR work_j4jyyr4gnrbelgfykpcumrgui4 106 57 bound bound NN work_j4jyyr4gnrbelgfykpcumrgui4 106 58 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 106 59 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 106 60 likelihood likelihood NN work_j4jyyr4gnrbelgfykpcumrgui4 106 61 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 106 62 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 106 63 actual actual JJ work_j4jyyr4gnrbelgfykpcumrgui4 106 64 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 106 65 . . . work_j4jyyr4gnrbelgfykpcumrgui4 107 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 107 2 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 107 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 107 4 factorization factorization NN work_j4jyyr4gnrbelgfykpcumrgui4 107 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 107 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 107 7 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 107 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 107 9 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 107 10 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 107 11 procedure procedure NN work_j4jyyr4gnrbelgfykpcumrgui4 107 12 analogous analogous JJ work_j4jyyr4gnrbelgfykpcumrgui4 107 13 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 107 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 107 15 Inside Inside NNP work_j4jyyr4gnrbelgfykpcumrgui4 107 16 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 107 17 Outside outside JJ work_j4jyyr4gnrbelgfykpcumrgui4 107 18 algorithm algorithm NN work_j4jyyr4gnrbelgfykpcumrgui4 107 19 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 107 20 Lari Lari NNP work_j4jyyr4gnrbelgfykpcumrgui4 107 21 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 107 22 Young Young NNP work_j4jyyr4gnrbelgfykpcumrgui4 107 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 107 24 1991 1991 CD work_j4jyyr4gnrbelgfykpcumrgui4 107 25 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 107 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 107 27 allowing allow VBG work_j4jyyr4gnrbelgfykpcumrgui4 107 28 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 107 29 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 107 30 run run VB work_j4jyyr4gnrbelgfykpcumrgui4 107 31 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 107 32 quickly quickly RB work_j4jyyr4gnrbelgfykpcumrgui4 107 33 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 107 34 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 107 35 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 107 36 trivially trivially RB work_j4jyyr4gnrbelgfykpcumrgui4 107 37 parallelizable parallelizable JJ work_j4jyyr4gnrbelgfykpcumrgui4 107 38 manner manner NN work_j4jyyr4gnrbelgfykpcumrgui4 107 39 . . . work_j4jyyr4gnrbelgfykpcumrgui4 108 1 To to TO work_j4jyyr4gnrbelgfykpcumrgui4 108 2 initialize initialize VB work_j4jyyr4gnrbelgfykpcumrgui4 108 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 108 4 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 108 5 DP dp NN work_j4jyyr4gnrbelgfykpcumrgui4 108 6 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 108 7 stick stick NN work_j4jyyr4gnrbelgfykpcumrgui4 108 8 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 108 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 108 10 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 108 11 fol- fol- VBP work_j4jyyr4gnrbelgfykpcumrgui4 108 12 low low JJ work_j4jyyr4gnrbelgfykpcumrgui4 108 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 108 14 example example NN work_j4jyyr4gnrbelgfykpcumrgui4 108 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 108 16 Kurihara Kurihara NNP work_j4jyyr4gnrbelgfykpcumrgui4 108 17 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 108 18 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 108 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 109 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 109 2 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 109 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 109 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 109 5 use use VB work_j4jyyr4gnrbelgfykpcumrgui4 109 6 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 109 7 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 109 8 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 109 9 initialized initialize VBN work_j4jyyr4gnrbelgfykpcumrgui4 109 10 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 109 11 uniform uniform JJ work_j4jyyr4gnrbelgfykpcumrgui4 109 12 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 109 13 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 109 14 compute compute VB work_j4jyyr4gnrbelgfykpcumrgui4 109 15 global global JJ work_j4jyyr4gnrbelgfykpcumrgui4 109 16 counts count NNS work_j4jyyr4gnrbelgfykpcumrgui4 109 17 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 109 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 109 19 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 109 20 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 109 21 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 109 22 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 109 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 110 1 When when WRB work_j4jyyr4gnrbelgfykpcumrgui4 110 2 normalized normalize VBD work_j4jyyr4gnrbelgfykpcumrgui4 110 3 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 110 4 provide provide VBP work_j4jyyr4gnrbelgfykpcumrgui4 110 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 110 6 better well JJR work_j4jyyr4gnrbelgfykpcumrgui4 110 7 initialization initialization NN work_j4jyyr4gnrbelgfykpcumrgui4 110 8 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 110 9 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 110 10 uniform uniform JJ work_j4jyyr4gnrbelgfykpcumrgui4 110 11 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 110 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 110 13 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 110 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 111 1 Updates update NNS work_j4jyyr4gnrbelgfykpcumrgui4 111 2 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 111 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 111 4 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 111 5 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 111 6 then then RB work_j4jyyr4gnrbelgfykpcumrgui4 111 7 performed perform VBN work_j4jyyr4gnrbelgfykpcumrgui4 111 8 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 111 9 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 111 10 coordi- coordi- NN work_j4jyyr4gnrbelgfykpcumrgui4 111 11 nate nate JJ work_j4jyyr4gnrbelgfykpcumrgui4 111 12 descent descent NN work_j4jyyr4gnrbelgfykpcumrgui4 111 13 manner manner NN work_j4jyyr4gnrbelgfykpcumrgui4 111 14 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 111 15 includes include VBZ work_j4jyyr4gnrbelgfykpcumrgui4 111 16 re re NN work_j4jyyr4gnrbelgfykpcumrgui4 111 17 - - NN work_j4jyyr4gnrbelgfykpcumrgui4 111 18 estimation estimation NN work_j4jyyr4gnrbelgfykpcumrgui4 111 19 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 111 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 111 21 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 111 22 DPs dp NNS work_j4jyyr4gnrbelgfykpcumrgui4 111 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 112 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 112 2 variational variational JJ work_j4jyyr4gnrbelgfykpcumrgui4 112 3 inference inference NN work_j4jyyr4gnrbelgfykpcumrgui4 112 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 112 5 multinomial multinomial JJ work_j4jyyr4gnrbelgfykpcumrgui4 112 6 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 112 7 W W NNP work_j4jyyr4gnrbelgfykpcumrgui4 112 8 take take VBP work_j4jyyr4gnrbelgfykpcumrgui4 112 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 112 10 place place NN work_j4jyyr4gnrbelgfykpcumrgui4 112 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 112 12 probabilities probability NNS work_j4jyyr4gnrbelgfykpcumrgui4 112 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 113 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 113 2 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 113 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 113 4 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 113 5 outcome outcome NN work_j4jyyr4gnrbelgfykpcumrgui4 113 6 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 113 7 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 113 8 conditioning conditioning NN work_j4jyyr4gnrbelgfykpcumrgui4 113 9 variable variable JJ work_j4jyyr4gnrbelgfykpcumrgui4 113 10 P p NN work_j4jyyr4gnrbelgfykpcumrgui4 113 11 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 113 12 com- com- RB work_j4jyyr4gnrbelgfykpcumrgui4 113 13 puted put VBN work_j4jyyr4gnrbelgfykpcumrgui4 113 14 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 113 15 summing sum VBG work_j4jyyr4gnrbelgfykpcumrgui4 113 16 pseudocounts pseudocount NNS work_j4jyyr4gnrbelgfykpcumrgui4 113 17 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 113 18 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 113 19 scaled scale VBN work_j4jyyr4gnrbelgfykpcumrgui4 113 20 mean mean JJ work_j4jyyr4gnrbelgfykpcumrgui4 113 21 vector vector NN work_j4jyyr4gnrbelgfykpcumrgui4 113 22 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 113 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 113 24 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 113 25 DP dp NN work_j4jyyr4gnrbelgfykpcumrgui4 113 26 . . . work_j4jyyr4gnrbelgfykpcumrgui4 114 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 2 computation computation NN work_j4jyyr4gnrbelgfykpcumrgui4 114 3 involves involve VBZ work_j4jyyr4gnrbelgfykpcumrgui4 114 4 moving move VBG work_j4jyyr4gnrbelgfykpcumrgui4 114 5 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 114 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 7 direction direction NN work_j4jyyr4gnrbelgfykpcumrgui4 114 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 114 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 10 gradient gradient NN work_j4jyyr4gnrbelgfykpcumrgui4 114 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 114 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 13 Dirich- Dirich- NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 14 let let VBD work_j4jyyr4gnrbelgfykpcumrgui4 114 15 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 114 16 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 114 17 results result VBZ work_j4jyyr4gnrbelgfykpcumrgui4 114 18 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 114 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 20 following follow VBG work_j4jyyr4gnrbelgfykpcumrgui4 114 21 differ- differ- XX work_j4jyyr4gnrbelgfykpcumrgui4 114 22 ence ence NN work_j4jyyr4gnrbelgfykpcumrgui4 114 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 114 24 Digammas Digammas NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 25 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 26 Ψ Ψ NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 27 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 28 : : : work_j4jyyr4gnrbelgfykpcumrgui4 114 29 WP WP NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 30 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 31 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 32 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 33 = = SYM work_j4jyyr4gnrbelgfykpcumrgui4 114 34 Ψ(C(P ψ(c(p XX work_j4jyyr4gnrbelgfykpcumrgui4 114 35 , , , work_j4jyyr4gnrbelgfykpcumrgui4 114 36 Y Y NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 37 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 38 + + CC work_j4jyyr4gnrbelgfykpcumrgui4 114 39 α α NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 40 P p NN work_j4jyyr4gnrbelgfykpcumrgui4 114 41 βY βy NN work_j4jyyr4gnrbelgfykpcumrgui4 114 42 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 43 − − NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 44 Ψ(C(P,∗ Ψ(C(P,∗ NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 45 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 46 + + NFP work_j4jyyr4gnrbelgfykpcumrgui4 114 47 αP αp ADD work_j4jyyr4gnrbelgfykpcumrgui4 114 48 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 114 49 Importantly importantly RB work_j4jyyr4gnrbelgfykpcumrgui4 114 50 , , , work_j4jyyr4gnrbelgfykpcumrgui4 114 51 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 52 Digamma Digamma NNP work_j4jyyr4gnrbelgfykpcumrgui4 114 53 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 114 54 multinomial multinomial JJ work_j4jyyr4gnrbelgfykpcumrgui4 114 55 weights weight NNS work_j4jyyr4gnrbelgfykpcumrgui4 114 56 comprise comprise VBP work_j4jyyr4gnrbelgfykpcumrgui4 114 57 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 114 58 righ righ NN work_j4jyyr4gnrbelgfykpcumrgui4 114 59 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 114 60 get get NN work_j4jyyr4gnrbelgfykpcumrgui4 114 61 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 114 62 richer rich JJR work_j4jyyr4gnrbelgfykpcumrgui4 114 63 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 114 64 , , , work_j4jyyr4gnrbelgfykpcumrgui4 114 65 biasing bias VBG work_j4jyyr4gnrbelgfykpcumrgui4 114 66 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 114 67 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 114 68 against against IN work_j4jyyr4gnrbelgfykpcumrgui4 114 69 rare rare JJ work_j4jyyr4gnrbelgfykpcumrgui4 114 70 outcomes outcome NNS work_j4jyyr4gnrbelgfykpcumrgui4 114 71 . . . work_j4jyyr4gnrbelgfykpcumrgui4 115 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 115 2 addition addition NN work_j4jyyr4gnrbelgfykpcumrgui4 115 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 115 4 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 115 5 variational variational JJ work_j4jyyr4gnrbelgfykpcumrgui4 115 6 inference inference NN work_j4jyyr4gnrbelgfykpcumrgui4 115 7 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 115 8 done do VBN work_j4jyyr4gnrbelgfykpcumrgui4 115 9 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 115 10 coordinate coordinate JJ work_j4jyyr4gnrbelgfykpcumrgui4 115 11 descent descent NN work_j4jyyr4gnrbelgfykpcumrgui4 115 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 115 13 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 115 14 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 115 15 trivially trivially RB work_j4jyyr4gnrbelgfykpcumrgui4 115 16 parallelizeable parallelizeable JJ work_j4jyyr4gnrbelgfykpcumrgui4 115 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 116 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 116 2 practice practice NN work_j4jyyr4gnrbelgfykpcumrgui4 116 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 116 4 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 116 5 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 116 6 testing test VBG work_j4jyyr4gnrbelgfykpcumrgui4 116 7 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 116 8 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 116 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 116 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 116 11 corpora corpora NN work_j4jyyr4gnrbelgfykpcumrgui4 116 12 containing contain VBG work_j4jyyr4gnrbelgfykpcumrgui4 116 13 sen- sen- JJR work_j4jyyr4gnrbelgfykpcumrgui4 116 14 tences tence NNS work_j4jyyr4gnrbelgfykpcumrgui4 116 15 up up RP work_j4jyyr4gnrbelgfykpcumrgui4 116 16 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 116 17 length length VB work_j4jyyr4gnrbelgfykpcumrgui4 116 18 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 116 19 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 116 20 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 116 21 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 116 22 paper paper NN work_j4jyyr4gnrbelgfykpcumrgui4 116 23 takes take VBZ work_j4jyyr4gnrbelgfykpcumrgui4 116 24 be- be- RB work_j4jyyr4gnrbelgfykpcumrgui4 116 25 tween tween NN work_j4jyyr4gnrbelgfykpcumrgui4 116 26 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 116 27 minute minute NN work_j4jyyr4gnrbelgfykpcumrgui4 116 28 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 116 29 at at RB work_j4jyyr4gnrbelgfykpcumrgui4 116 30 most most RBS work_j4jyyr4gnrbelgfykpcumrgui4 116 31 three three CD work_j4jyyr4gnrbelgfykpcumrgui4 116 32 hours hour NNS work_j4jyyr4gnrbelgfykpcumrgui4 116 33 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 116 34 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 116 35 single single JJ work_j4jyyr4gnrbelgfykpcumrgui4 116 36 12-core 12-core CD work_j4jyyr4gnrbelgfykpcumrgui4 116 37 machine machine NN work_j4jyyr4gnrbelgfykpcumrgui4 116 38 depending depend VBG work_j4jyyr4gnrbelgfykpcumrgui4 116 39 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 116 40 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 116 41 size size NN work_j4jyyr4gnrbelgfykpcumrgui4 116 42 . . . work_j4jyyr4gnrbelgfykpcumrgui4 117 1 6 6 CD work_j4jyyr4gnrbelgfykpcumrgui4 117 2 Evaluation Evaluation NNP work_j4jyyr4gnrbelgfykpcumrgui4 117 3 As as IN work_j4jyyr4gnrbelgfykpcumrgui4 117 4 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 117 5 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 117 6 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 117 7 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 117 8 task task NN work_j4jyyr4gnrbelgfykpcumrgui4 117 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 117 10 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 117 11 evaluate evaluate VBP work_j4jyyr4gnrbelgfykpcumrgui4 117 12 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 117 13 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 117 14 against against IN work_j4jyyr4gnrbelgfykpcumrgui4 117 15 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 117 16 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 117 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 117 18 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 117 19 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 117 20 treebanks treebank NNS work_j4jyyr4gnrbelgfykpcumrgui4 117 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 117 22 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 117 23 measure measure VB work_j4jyyr4gnrbelgfykpcumrgui4 117 24 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 117 25 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 117 26 terms term NNS work_j4jyyr4gnrbelgfykpcumrgui4 117 27 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 117 28 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 117 29 accuracy accuracy NN work_j4jyyr4gnrbelgfykpcumrgui4 117 30 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 117 31 directed direct VBN work_j4jyyr4gnrbelgfykpcumrgui4 117 32 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 117 33 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 117 34 i.e. i.e. FW work_j4jyyr4gnrbelgfykpcumrgui4 118 1 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 118 2 percentage percentage NN work_j4jyyr4gnrbelgfykpcumrgui4 118 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 118 4 words word NNS work_j4jyyr4gnrbelgfykpcumrgui4 118 5 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 118 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 118 7 test test NN work_j4jyyr4gnrbelgfykpcumrgui4 118 8 corpus corpus NN work_j4jyyr4gnrbelgfykpcumrgui4 118 9 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 118 10 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 118 11 correctly correctly RB work_j4jyyr4gnrbelgfykpcumrgui4 118 12 attached attach VBN work_j4jyyr4gnrbelgfykpcumrgui4 118 13 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 118 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 119 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 119 2 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 119 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 119 4 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 119 5 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 119 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 119 7 PASCAL PASCAL NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 8 challenge challenge NN work_j4jyyr4gnrbelgfykpcumrgui4 119 9 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 119 10 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 119 11 induction induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 119 13 Gelling gel VBG work_j4jyyr4gnrbelgfykpcumrgui4 119 14 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 119 15 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 16 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 119 18 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 119 19 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 119 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 119 21 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 119 22 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 119 23 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 119 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 119 25 CoNLL CoNLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 26 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 119 27 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 28 shared share VBD work_j4jyyr4gnrbelgfykpcumrgui4 119 29 task task NN work_j4jyyr4gnrbelgfykpcumrgui4 119 30 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 119 31 Buchholz Buchholz NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 32 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 119 33 Marsi Marsi NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 119 35 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 119 36 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 119 37 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 119 38 Goldberg Goldberg NNP work_j4jyyr4gnrbelgfykpcumrgui4 119 39 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 119 40 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 119 41 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 119 42 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 119 43 Hebrew Hebrew VBN work_j4jyyr4gnrbelgfykpcumrgui4 119 44 corpus corpus NN work_j4jyyr4gnrbelgfykpcumrgui4 119 45 . . . work_j4jyyr4gnrbelgfykpcumrgui4 120 1 Converting convert VBG work_j4jyyr4gnrbelgfykpcumrgui4 120 2 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 120 3 derivations derivation NNS work_j4jyyr4gnrbelgfykpcumrgui4 120 4 into into IN work_j4jyyr4gnrbelgfykpcumrgui4 120 5 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 120 6 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 120 7 mostly mostly RB work_j4jyyr4gnrbelgfykpcumrgui4 120 8 straightforward straightforward JJ work_j4jyyr4gnrbelgfykpcumrgui4 120 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 120 10 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 120 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 120 12 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 120 13 derivation derivation NN work_j4jyyr4gnrbelgfykpcumrgui4 120 14 identifies identify VBZ work_j4jyyr4gnrbelgfykpcumrgui4 120 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 120 16 root root NN work_j4jyyr4gnrbelgfykpcumrgui4 120 17 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 120 18 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 120 19 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 120 20 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 120 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 120 22 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 120 23 head- head- JJ work_j4jyyr4gnrbelgfykpcumrgui4 120 24 argument argument NN work_j4jyyr4gnrbelgfykpcumrgui4 120 25 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 120 26 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 120 27 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 120 28 modifier modifi JJR work_j4jyyr4gnrbelgfykpcumrgui4 120 29 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 120 30 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 120 31 easily easily RB work_j4jyyr4gnrbelgfykpcumrgui4 120 32 read read VBN work_j4jyyr4gnrbelgfykpcumrgui4 120 33 off off IN work_j4jyyr4gnrbelgfykpcumrgui4 120 34 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 120 35 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 120 36 derivations derivation NNS work_j4jyyr4gnrbelgfykpcumrgui4 120 37 , , , work_j4jyyr4gnrbelgfykpcumrgui4 120 38 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 120 39 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 120 40 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 120 41 de- de- PRP work_j4jyyr4gnrbelgfykpcumrgui4 120 42 fines fine VBZ work_j4jyyr4gnrbelgfykpcumrgui4 120 43 them -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 120 44 explicitly explicitly RB work_j4jyyr4gnrbelgfykpcumrgui4 120 45 . . . work_j4jyyr4gnrbelgfykpcumrgui4 121 1 Unlike unlike IN work_j4jyyr4gnrbelgfykpcumrgui4 121 2 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 121 3 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 121 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 121 5 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 121 6 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 121 7 designed design VBN work_j4jyyr4gnrbelgfykpcumrgui4 121 8 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 121 9 recover recover VB work_j4jyyr4gnrbelgfykpcumrgui4 121 10 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 11 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 12 local local JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 13 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 14 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 121 15 arise arise VBP work_j4jyyr4gnrbelgfykpcumrgui4 121 16 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 121 17 control control NN work_j4jyyr4gnrbelgfykpcumrgui4 121 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 121 19 binding bind VBG work_j4jyyr4gnrbelgfykpcumrgui4 121 20 constructions construction NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 21 as as RB work_j4jyyr4gnrbelgfykpcumrgui4 121 22 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 121 23 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 121 24 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 121 25 wh wh NN work_j4jyyr4gnrbelgfykpcumrgui4 121 26 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 121 27 extraction extraction NN work_j4jyyr4gnrbelgfykpcumrgui4 121 28 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 121 29 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 30 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 31 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 32 coordi- coordi- NN work_j4jyyr4gnrbelgfykpcumrgui4 121 33 nation nation NN work_j4jyyr4gnrbelgfykpcumrgui4 121 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 121 35 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 121 36 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 121 37 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 121 38 requires require VBZ work_j4jyyr4gnrbelgfykpcumrgui4 121 39 re re NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 40 - - NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 41 entrancies entrancie NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 42 , , , work_j4jyyr4gnrbelgfykpcumrgui4 121 43 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 121 44 co- co- JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 45 indexation indexation NN work_j4jyyr4gnrbelgfykpcumrgui4 121 46 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 121 47 arguments argument NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 48 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 121 49 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 121 50 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 121 51 Steed- Steed- NNP work_j4jyyr4gnrbelgfykpcumrgui4 121 52 man man NN work_j4jyyr4gnrbelgfykpcumrgui4 121 53 , , , work_j4jyyr4gnrbelgfykpcumrgui4 121 54 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 121 55 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 121 56 , , , work_j4jyyr4gnrbelgfykpcumrgui4 121 57 within within IN work_j4jyyr4gnrbelgfykpcumrgui4 121 58 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 121 59 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 60 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 61 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 121 62 trigger trigger VBP work_j4jyyr4gnrbelgfykpcumrgui4 121 63 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 121 64 constructions construction NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 65 , , , work_j4jyyr4gnrbelgfykpcumrgui4 121 66 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 121 67 current current JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 68 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 121 69 returns return VBZ work_j4jyyr4gnrbelgfykpcumrgui4 121 70 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 121 71 local local JJ work_j4jyyr4gnrbelgfykpcumrgui4 121 72 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 121 73 . . . work_j4jyyr4gnrbelgfykpcumrgui4 122 1 But but CC work_j4jyyr4gnrbelgfykpcumrgui4 122 2 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 122 3 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 122 4 gram- gram- NN work_j4jyyr4gnrbelgfykpcumrgui4 122 5 mars mars NNP work_j4jyyr4gnrbelgfykpcumrgui4 122 6 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 122 7 captures capture VBZ work_j4jyyr4gnrbelgfykpcumrgui4 122 8 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 122 9 local local JJ work_j4jyyr4gnrbelgfykpcumrgui4 122 10 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 122 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 122 12 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 122 13 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 122 14 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 122 15 negative negative JJ work_j4jyyr4gnrbelgfykpcumrgui4 122 16 influence influence NN work_j4jyyr4gnrbelgfykpcumrgui4 122 17 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 122 18 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 122 19 current current JJ work_j4jyyr4gnrbelgfykpcumrgui4 122 20 evaluation evaluation NN work_j4jyyr4gnrbelgfykpcumrgui4 122 21 . . . work_j4jyyr4gnrbelgfykpcumrgui4 123 1 However however RB work_j4jyyr4gnrbelgfykpcumrgui4 123 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 123 3 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 123 4 direct direct JJ work_j4jyyr4gnrbelgfykpcumrgui4 123 5 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 123 6 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 123 7 depen- depen- NNP work_j4jyyr4gnrbelgfykpcumrgui4 123 8 dency dency NN work_j4jyyr4gnrbelgfykpcumrgui4 123 9 treebanks treebank NNS work_j4jyyr4gnrbelgfykpcumrgui4 123 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 123 11 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 123 12 produced produce VBN work_j4jyyr4gnrbelgfykpcumrgui4 123 13 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 123 14 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 123 15 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 123 16 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 123 17 difficult difficult JJ work_j4jyyr4gnrbelgfykpcumrgui4 123 18 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 123 19 Clark Clark NNP work_j4jyyr4gnrbelgfykpcumrgui4 123 20 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 123 21 Curran Curran NNP work_j4jyyr4gnrbelgfykpcumrgui4 123 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 123 23 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 123 24 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 123 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 123 26 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 123 27 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 123 28 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 123 29 allow allow VBP work_j4jyyr4gnrbelgfykpcumrgui4 123 30 considerable considerable JJ work_j4jyyr4gnrbelgfykpcumrgui4 123 31 freedom freedom NN work_j4jyyr4gnrbelgfykpcumrgui4 123 32 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 123 33 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 123 34 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 123 35 analyze analyze VB work_j4jyyr4gnrbelgfykpcumrgui4 123 36 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 123 37 constructions construction NNS work_j4jyyr4gnrbelgfykpcumrgui4 123 38 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 123 39 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 123 40 verb verb JJ work_j4jyyr4gnrbelgfykpcumrgui4 123 41 clusters cluster NNS work_j4jyyr4gnrbelgfykpcumrgui4 123 42 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 123 43 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 123 44 verb verb NNP work_j4jyyr4gnrbelgfykpcumrgui4 123 45 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 123 46 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 123 47 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 123 48 ? ? . work_j4jyyr4gnrbelgfykpcumrgui4 123 49 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 124 1 prepositional prepositional JJ work_j4jyyr4gnrbelgfykpcumrgui4 124 2 phrases phrase NNS work_j4jyyr4gnrbelgfykpcumrgui4 124 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 124 4 particles particle NNS work_j4jyyr4gnrbelgfykpcumrgui4 124 5 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 124 6 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 124 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 124 8 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 124 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 124 10 noun noun NN work_j4jyyr4gnrbelgfykpcumrgui4 124 11 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 124 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 124 13 preposition preposition NN work_j4jyyr4gnrbelgfykpcumrgui4 124 14 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 124 15 particle particle NN work_j4jyyr4gnrbelgfykpcumrgui4 124 16 ? ? . work_j4jyyr4gnrbelgfykpcumrgui4 125 1 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 125 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 125 3 subordinating subordinate VBG work_j4jyyr4gnrbelgfykpcumrgui4 125 4 conjunctions conjunction NNS work_j4jyyr4gnrbelgfykpcumrgui4 125 5 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 125 6 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 125 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 125 8 conjunction conjunction NN work_j4jyyr4gnrbelgfykpcumrgui4 125 9 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 125 10 dependent dependent NN work_j4jyyr4gnrbelgfykpcumrgui4 125 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 125 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 125 13 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 125 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 125 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 125 16 main main JJ work_j4jyyr4gnrbelgfykpcumrgui4 125 17 clause clause NN work_j4jyyr4gnrbelgfykpcumrgui4 125 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 125 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 125 20 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 125 21 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 125 22 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 125 23 embed- embed- JJ work_j4jyyr4gnrbelgfykpcumrgui4 125 24 ded ded JJ work_j4jyyr4gnrbelgfykpcumrgui4 125 25 clause clause NN work_j4jyyr4gnrbelgfykpcumrgui4 125 26 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 125 27 dependent dependent NN work_j4jyyr4gnrbelgfykpcumrgui4 125 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 125 29 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 125 30 conjunction conjunction NN work_j4jyyr4gnrbelgfykpcumrgui4 125 31 , , , work_j4jyyr4gnrbelgfykpcumrgui4 125 32 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 125 33 vice vice RB work_j4jyyr4gnrbelgfykpcumrgui4 125 34 versa versa RB work_j4jyyr4gnrbelgfykpcumrgui4 125 35 ? ? . work_j4jyyr4gnrbelgfykpcumrgui4 125 36 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 126 1 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 126 2 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 126 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 126 4 reflected reflect VBN work_j4jyyr4gnrbelgfykpcumrgui4 126 5 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 126 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 126 7 fact fact NN work_j4jyyr4gnrbelgfykpcumrgui4 126 8 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 126 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 126 10 tree- tree- JJ work_j4jyyr4gnrbelgfykpcumrgui4 126 11 banks bank NNS work_j4jyyr4gnrbelgfykpcumrgui4 126 12 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 126 13 consider consider VBP work_j4jyyr4gnrbelgfykpcumrgui4 126 14 often often RB work_j4jyyr4gnrbelgfykpcumrgui4 126 15 apply apply VBP work_j4jyyr4gnrbelgfykpcumrgui4 126 16 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 126 17 conventions convention NNS work_j4jyyr4gnrbelgfykpcumrgui4 126 18 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 126 19 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 126 20 cases case NNS work_j4jyyr4gnrbelgfykpcumrgui4 126 21 . . . work_j4jyyr4gnrbelgfykpcumrgui4 127 1 Although although IN work_j4jyyr4gnrbelgfykpcumrgui4 127 2 remedying remedy VBG work_j4jyyr4gnrbelgfykpcumrgui4 127 3 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 127 4 issue issue NN work_j4jyyr4gnrbelgfykpcumrgui4 127 5 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 127 6 beyond beyond IN work_j4jyyr4gnrbelgfykpcumrgui4 127 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 127 8 scope scope NN work_j4jyyr4gnrbelgfykpcumrgui4 127 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 127 10 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 127 11 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 127 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 127 13 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 127 14 discrepancies discrepancy NNS work_j4jyyr4gnrbelgfykpcumrgui4 127 15 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 127 16 much much JJ work_j4jyyr4gnrbelgfykpcumrgui4 127 17 hint hint NN work_j4jyyr4gnrbelgfykpcumrgui4 127 18 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 127 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 127 20 need need NN work_j4jyyr4gnrbelgfykpcumrgui4 127 21 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 127 22 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 127 23 better well JJR work_j4jyyr4gnrbelgfykpcumrgui4 127 24 mechanism mechanism NN work_j4jyyr4gnrbelgfykpcumrgui4 127 25 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 127 26 evaluate evaluate VB work_j4jyyr4gnrbelgfykpcumrgui4 127 27 linguistically linguistically RB work_j4jyyr4gnrbelgfykpcumrgui4 127 28 equivalent equivalent JJ work_j4jyyr4gnrbelgfykpcumrgui4 127 29 structures structure NNS work_j4jyyr4gnrbelgfykpcumrgui4 127 30 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 127 31 tree- tree- NNP work_j4jyyr4gnrbelgfykpcumrgui4 127 32 bank bank NNP work_j4jyyr4gnrbelgfykpcumrgui4 127 33 standardization standardization NNP work_j4jyyr4gnrbelgfykpcumrgui4 127 34 . . . work_j4jyyr4gnrbelgfykpcumrgui4 128 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 128 2 most most RBS work_j4jyyr4gnrbelgfykpcumrgui4 128 3 problematic problematic JJ work_j4jyyr4gnrbelgfykpcumrgui4 128 4 construction construction NN work_j4jyyr4gnrbelgfykpcumrgui4 128 5 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 128 6 coordina- coordina- JJ work_j4jyyr4gnrbelgfykpcumrgui4 128 7 tion tion NN work_j4jyyr4gnrbelgfykpcumrgui4 128 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 129 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 129 2 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 129 3 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 129 4 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 129 5 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 129 6 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 129 7 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 129 8 schemes scheme NNS work_j4jyyr4gnrbelgfykpcumrgui4 129 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 129 10 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 129 11 conjuncts conjunct NNS work_j4jyyr4gnrbelgfykpcumrgui4 129 12 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 129 13 independent independent JJ work_j4jyyr4gnrbelgfykpcumrgui4 129 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 129 15 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 129 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 129 17 conjunction conjunction NN work_j4jyyr4gnrbelgfykpcumrgui4 129 18 itself -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 129 19 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 129 20 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 129 21 attached attach VBN work_j4jyyr4gnrbelgfykpcumrgui4 129 22 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 129 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 129 24 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 129 25 graph graph NN work_j4jyyr4gnrbelgfykpcumrgui4 129 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 129 27 whereas whereas IN work_j4jyyr4gnrbelgfykpcumrgui4 129 28 de- de- JJ work_j4jyyr4gnrbelgfykpcumrgui4 129 29 pendency pendency NN work_j4jyyr4gnrbelgfykpcumrgui4 129 30 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 129 31 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 129 32 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 129 33 stipulate stipulate VB work_j4jyyr4gnrbelgfykpcumrgui4 129 34 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 129 35 either either DT work_j4jyyr4gnrbelgfykpcumrgui4 129 36 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 129 37 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 129 38 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 129 39 conjuncts conjunct NNS work_j4jyyr4gnrbelgfykpcumrgui4 129 40 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 129 41 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 129 42 conjunction conjunction NN work_j4jyyr4gnrbelgfykpcumrgui4 129 43 itself -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 129 44 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 129 45 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 129 46 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 129 47 , , , work_j4jyyr4gnrbelgfykpcumrgui4 129 48 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 129 49 multiple multiple JJ work_j4jyyr4gnrbelgfykpcumrgui4 129 50 possibilities possibility NNS work_j4jyyr4gnrbelgfykpcumrgui4 129 51 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 129 52 where where WRB work_j4jyyr4gnrbelgfykpcumrgui4 129 53 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 129 54 remaining remain VBG work_j4jyyr4gnrbelgfykpcumrgui4 129 55 80 80 CD work_j4jyyr4gnrbelgfykpcumrgui4 129 56 constituents constituent NNS work_j4jyyr4gnrbelgfykpcumrgui4 129 57 attach attach VBP work_j4jyyr4gnrbelgfykpcumrgui4 129 58 . . . work_j4jyyr4gnrbelgfykpcumrgui4 130 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 130 2 addition addition NN work_j4jyyr4gnrbelgfykpcumrgui4 130 3 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 130 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 130 5 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 130 6 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 130 7 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 130 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 130 9 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 130 10 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 130 11 identified identify VBN work_j4jyyr4gnrbelgfykpcumrgui4 130 12 five five CD work_j4jyyr4gnrbelgfykpcumrgui4 130 13 main main JJ work_j4jyyr4gnrbelgfykpcumrgui4 130 14 styles style NNS work_j4jyyr4gnrbelgfykpcumrgui4 130 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 130 16 con- con- NN work_j4jyyr4gnrbelgfykpcumrgui4 130 17 junction junction NN work_j4jyyr4gnrbelgfykpcumrgui4 130 18 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 130 19 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 130 20 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 130 21 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 130 22 Figure figure NN work_j4jyyr4gnrbelgfykpcumrgui4 130 23 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 130 24 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 130 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 130 26 although although IN work_j4jyyr4gnrbelgfykpcumrgui4 130 27 several several JJ work_j4jyyr4gnrbelgfykpcumrgui4 130 28 cor- cor- NN work_j4jyyr4gnrbelgfykpcumrgui4 130 29 pora pora NNP work_j4jyyr4gnrbelgfykpcumrgui4 130 30 distinguish distinguish JJ work_j4jyyr4gnrbelgfykpcumrgui4 130 31 multiple multiple JJ work_j4jyyr4gnrbelgfykpcumrgui4 130 32 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 130 33 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 130 34 coordinating coordinate VBG work_j4jyyr4gnrbelgfykpcumrgui4 130 35 con- con- NN work_j4jyyr4gnrbelgfykpcumrgui4 130 36 junctions junction NNS work_j4jyyr4gnrbelgfykpcumrgui4 130 37 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 130 38 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 130 39 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 130 40 styles style NNS work_j4jyyr4gnrbelgfykpcumrgui4 130 41 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 130 42 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 130 43 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 130 44 shown show VBN work_j4jyyr4gnrbelgfykpcumrgui4 130 45 here here RB work_j4jyyr4gnrbelgfykpcumrgui4 130 46 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 130 47 . . . work_j4jyyr4gnrbelgfykpcumrgui4 131 1 Since since IN work_j4jyyr4gnrbelgfykpcumrgui4 131 2 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 131 3 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 131 4 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 131 5 explicit explicit JJ work_j4jyyr4gnrbelgfykpcumrgui4 131 6 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 131 7 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 131 8 coordi- coordi- NN work_j4jyyr4gnrbelgfykpcumrgui4 131 9 nation nation NN work_j4jyyr4gnrbelgfykpcumrgui4 131 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 131 11 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 131 12 transform transform VBP work_j4jyyr4gnrbelgfykpcumrgui4 131 13 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 131 14 output output NN work_j4jyyr4gnrbelgfykpcumrgui4 131 15 into into IN work_j4jyyr4gnrbelgfykpcumrgui4 131 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 131 17 desired desire VBN work_j4jyyr4gnrbelgfykpcumrgui4 131 18 target target NN work_j4jyyr4gnrbelgfykpcumrgui4 131 19 representation representation NN work_j4jyyr4gnrbelgfykpcumrgui4 131 20 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 131 21 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 131 22 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 131 23 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 131 24 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 131 25 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 131 26 . . . work_j4jyyr4gnrbelgfykpcumrgui4 132 1 7 7 CD work_j4jyyr4gnrbelgfykpcumrgui4 132 2 Experiments experiment NNS work_j4jyyr4gnrbelgfykpcumrgui4 132 3 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 132 4 evaluate evaluate VBP work_j4jyyr4gnrbelgfykpcumrgui4 132 5 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 132 6 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 132 7 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 132 8 13 13 CD work_j4jyyr4gnrbelgfykpcumrgui4 132 9 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 132 10 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 132 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 133 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 133 2 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 133 3 case case NN work_j4jyyr4gnrbelgfykpcumrgui4 133 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 133 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 133 6 follow follow VBP work_j4jyyr4gnrbelgfykpcumrgui4 133 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 133 8 test test NN work_j4jyyr4gnrbelgfykpcumrgui4 133 9 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 133 10 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 133 11 regimes regime NNS work_j4jyyr4gnrbelgfykpcumrgui4 133 12 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 133 13 were be VBD work_j4jyyr4gnrbelgfykpcumrgui4 133 14 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 133 15 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 133 16 obtain obtain VB work_j4jyyr4gnrbelgfykpcumrgui4 133 17 previously previously RB work_j4jyyr4gnrbelgfykpcumrgui4 133 18 published publish VBN work_j4jyyr4gnrbelgfykpcumrgui4 133 19 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 133 20 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 133 21 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 133 22 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 133 23 allow allow VB work_j4jyyr4gnrbelgfykpcumrgui4 133 24 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 133 25 direct direct JJ work_j4jyyr4gnrbelgfykpcumrgui4 133 26 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 133 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 134 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 134 2 com- com- RB work_j4jyyr4gnrbelgfykpcumrgui4 134 3 pare pare VBP work_j4jyyr4gnrbelgfykpcumrgui4 134 4 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 134 5 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 134 6 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 134 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 134 8 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 134 9 presented present VBN work_j4jyyr4gnrbelgfykpcumrgui4 134 10 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 134 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 134 12 PAS- PAS- NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 13 CAL CAL NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 14 Challenge Challenge NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 15 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 134 16 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 17 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 18 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 134 19 Gelling gel VBG work_j4jyyr4gnrbelgfykpcumrgui4 134 20 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 134 21 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 22 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 134 24 2012)6 2012)6 CD work_j4jyyr4gnrbelgfykpcumrgui4 134 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 134 26 as as RB work_j4jyyr4gnrbelgfykpcumrgui4 134 27 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 134 28 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 134 29 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 134 30 Gillenwater Gillenwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 31 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 32 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 134 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 135 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 135 2 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 135 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 135 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 135 5 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 135 6 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 135 7 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 135 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 136 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 136 2 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 136 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 136 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 137 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 137 2 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 137 3 Nivre Nivre NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 4 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 137 5 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 137 6 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 137 7 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 137 8 Penn2Malt penn2malt NN work_j4jyyr4gnrbelgfykpcumrgui4 137 9 implementation implementation NN work_j4jyyr4gnrbelgfykpcumrgui4 137 10 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 137 11 Collins Collins NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 137 13 2003 2003 CD work_j4jyyr4gnrbelgfykpcumrgui4 137 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 137 15 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 137 16 head head NN work_j4jyyr4gnrbelgfykpcumrgui4 137 17 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 137 18 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 137 19 translate translate VB work_j4jyyr4gnrbelgfykpcumrgui4 137 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 137 21 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 22 Penn Penn NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 23 Treebank Treebank NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 24 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 137 25 Marcus Marcus NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 26 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 27 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 28 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 137 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 137 30 1993 1993 CD work_j4jyyr4gnrbelgfykpcumrgui4 137 31 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 137 32 into into IN work_j4jyyr4gnrbelgfykpcumrgui4 137 33 dependencies dependency NNS work_j4jyyr4gnrbelgfykpcumrgui4 137 34 . . . work_j4jyyr4gnrbelgfykpcumrgui4 138 1 Finally finally RB work_j4jyyr4gnrbelgfykpcumrgui4 138 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 138 3 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 138 4 train- train- NN work_j4jyyr4gnrbelgfykpcumrgui4 138 5 ing e VBG work_j4jyyr4gnrbelgfykpcumrgui4 138 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 138 7 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 138 8 version version NN work_j4jyyr4gnrbelgfykpcumrgui4 138 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 138 10 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 138 11 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 138 12 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 138 13 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 138 14 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 138 15 simple simple JJ work_j4jyyr4gnrbelgfykpcumrgui4 138 16 smoothing smoothing NN work_j4jyyr4gnrbelgfykpcumrgui4 138 17 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 138 18 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 138 19 defines define VBZ work_j4jyyr4gnrbelgfykpcumrgui4 138 20 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 138 21 small small JJ work_j4jyyr4gnrbelgfykpcumrgui4 138 22 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 138 23 proba- proba- NN work_j4jyyr4gnrbelgfykpcumrgui4 138 24 bility bility NN work_j4jyyr4gnrbelgfykpcumrgui4 138 25 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 138 26 e−15 e−15 NNP work_j4jyyr4gnrbelgfykpcumrgui4 138 27 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 138 28 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 138 29 prevent prevent VB work_j4jyyr4gnrbelgfykpcumrgui4 138 30 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 138 31 rule rule NN work_j4jyyr4gnrbelgfykpcumrgui4 138 32 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 138 33 during during IN work_j4jyyr4gnrbelgfykpcumrgui4 138 34 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 138 35 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 138 36 going go VBG work_j4jyyr4gnrbelgfykpcumrgui4 138 37 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 138 38 zero zero CD work_j4jyyr4gnrbelgfykpcumrgui4 138 39 . . . work_j4jyyr4gnrbelgfykpcumrgui4 139 1 7.1 7.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 139 2 PASCAL pascal NN work_j4jyyr4gnrbelgfykpcumrgui4 139 3 Challenge Challenge NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 4 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 139 5 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 6 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 7 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 139 8 Table Table NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 9 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 139 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 139 11 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 139 12 compare compare VBP work_j4jyyr4gnrbelgfykpcumrgui4 139 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 139 14 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 139 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 139 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 139 17 ba- ba- NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 18 sic sic NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 19 Argument Argument NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 20 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 139 21 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 139 22 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 23 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 139 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 139 25 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 139 26 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 139 27 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 28 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 139 29 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 139 30 four four CD work_j4jyyr4gnrbelgfykpcumrgui4 139 31 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 139 32 settings setting NNS work_j4jyyr4gnrbelgfykpcumrgui4 139 33 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 139 34 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 139 35 hyperparameters hyperparameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 139 36 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 139 37 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 139 38 ex- ex- RB work_j4jyyr4gnrbelgfykpcumrgui4 139 39 plained plain VBN work_j4jyyr4gnrbelgfykpcumrgui4 139 40 above above RB work_j4jyyr4gnrbelgfykpcumrgui4 139 41 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 139 42 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 139 43 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 139 44 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 139 45 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 139 46 presented present VBN work_j4jyyr4gnrbelgfykpcumrgui4 139 47 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 139 48 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 139 49 PASCAL PASCAL NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 50 Challenge Challenge NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 51 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 139 52 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 53 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 54 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 139 55 Gelling gel VBG work_j4jyyr4gnrbelgfykpcumrgui4 139 56 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 139 57 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 58 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 139 59 , , , work_j4jyyr4gnrbelgfykpcumrgui4 139 60 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 139 61 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 139 62 . . . work_j4jyyr4gnrbelgfykpcumrgui4 140 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 140 2 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 140 3 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 140 4 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 140 5 competition competition NN work_j4jyyr4gnrbelgfykpcumrgui4 140 6 were be VBD work_j4jyyr4gnrbelgfykpcumrgui4 140 7 instructed instruct VBN work_j4jyyr4gnrbelgfykpcumrgui4 140 8 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 140 9 train train VB work_j4jyyr4gnrbelgfykpcumrgui4 140 10 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 140 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 140 12 full full JJ work_j4jyyr4gnrbelgfykpcumrgui4 140 13 dataset dataset NN work_j4jyyr4gnrbelgfykpcumrgui4 140 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 140 15 including include VBG work_j4jyyr4gnrbelgfykpcumrgui4 140 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 140 17 unlabelled unlabelled JJ work_j4jyyr4gnrbelgfykpcumrgui4 140 18 test test NN work_j4jyyr4gnrbelgfykpcumrgui4 140 19 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 140 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 140 21 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 140 22 include include VBP work_j4jyyr4gnrbelgfykpcumrgui4 140 23 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 24 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 140 25 Hocken- Hocken- NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 26 maier maier NN work_j4jyyr4gnrbelgfykpcumrgui4 140 27 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 140 28 2012a 2012a CD work_j4jyyr4gnrbelgfykpcumrgui4 140 29 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 140 30 ’s ’s NN work_j4jyyr4gnrbelgfykpcumrgui4 140 31 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 32 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 140 33 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 140 34 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 140 35 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 140 36 BH BH NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 37 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 140 38 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 140 39 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 40 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 41 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 140 42 . . . work_j4jyyr4gnrbelgfykpcumrgui4 141 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 141 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 141 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 141 4 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 141 5 reimplementation reimplementation NN work_j4jyyr4gnrbelgfykpcumrgui4 141 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 141 7 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 141 9 Manning Manning NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 141 11 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 141 12 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 141 13 ’s ’s NN work_j4jyyr4gnrbelgfykpcumrgui4 141 14 DMV DMV NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 15 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 141 16 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 141 17 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 141 18 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 141 19 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 141 20 substitution substitution NN work_j4jyyr4gnrbelgfykpcumrgui4 141 21 gram- gram- NN work_j4jyyr4gnrbelgfykpcumrgui4 141 22 mar mar NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 23 framework framework NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 24 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 141 25 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 26 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 141 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 141 28 as as RB work_j4jyyr4gnrbelgfykpcumrgui4 141 29 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 141 30 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 141 31 three three CD work_j4jyyr4gnrbelgfykpcumrgui4 141 32 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 141 33 de- de- NN work_j4jyyr4gnrbelgfykpcumrgui4 141 34 pendency pendency NN work_j4jyyr4gnrbelgfykpcumrgui4 141 35 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 141 36 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 141 37 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 141 38 either either DT work_j4jyyr4gnrbelgfykpcumrgui4 141 39 incorporate incorporate VBP work_j4jyyr4gnrbelgfykpcumrgui4 141 40 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 41 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 42 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 141 43 . . . work_j4jyyr4gnrbelgfykpcumrgui4 142 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 142 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 142 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 142 4 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 142 5 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 142 6 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 142 7 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 142 8 deterministic deterministic JJ work_j4jyyr4gnrbelgfykpcumrgui4 142 9 fash- fash- NN work_j4jyyr4gnrbelgfykpcumrgui4 142 10 ion ion NN work_j4jyyr4gnrbelgfykpcumrgui4 142 11 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 142 12 Søgaard Søgaard NNP work_j4jyyr4gnrbelgfykpcumrgui4 142 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 142 14 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 142 15 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 142 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 142 17 rely rely VB work_j4jyyr4gnrbelgfykpcumrgui4 142 18 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 142 19 extensive extensive JJ work_j4jyyr4gnrbelgfykpcumrgui4 142 20 tuning tuning NN work_j4jyyr4gnrbelgfykpcumrgui4 142 21 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 142 22 6Numbers 6number NNS work_j4jyyr4gnrbelgfykpcumrgui4 142 23 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 142 24 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 142 25 personal personal JJ work_j4jyyr4gnrbelgfykpcumrgui4 142 26 correspondence correspondence NN work_j4jyyr4gnrbelgfykpcumrgui4 142 27 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 142 28 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 142 29 orga- orga- JJ work_j4jyyr4gnrbelgfykpcumrgui4 142 30 nizers nizer NNS work_j4jyyr4gnrbelgfykpcumrgui4 142 31 . . . work_j4jyyr4gnrbelgfykpcumrgui4 143 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 143 2 previously previously RB work_j4jyyr4gnrbelgfykpcumrgui4 143 3 published publish VBN work_j4jyyr4gnrbelgfykpcumrgui4 143 4 numbers number NNS work_j4jyyr4gnrbelgfykpcumrgui4 143 5 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 143 6 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 143 7 comparable comparable JJ work_j4jyyr4gnrbelgfykpcumrgui4 143 8 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 143 9 literature literature VB work_j4jyyr4gnrbelgfykpcumrgui4 143 10 due due IN work_j4jyyr4gnrbelgfykpcumrgui4 143 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 143 12 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 143 13 error error NN work_j4jyyr4gnrbelgfykpcumrgui4 143 14 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 143 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 143 16 evaluation evaluation NN work_j4jyyr4gnrbelgfykpcumrgui4 143 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 144 1 http://wiki http://wiki UH work_j4jyyr4gnrbelgfykpcumrgui4 144 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 145 1 cs.ox.ac.uk/InducingLinguisticStructure/ cs.ox.ac.uk/inducinglinguisticstructure/ NN work_j4jyyr4gnrbelgfykpcumrgui4 145 2 ResultsDepComparable ResultsDepComparable VBD work_j4jyyr4gnrbelgfykpcumrgui4 145 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 145 4 development development NN work_j4jyyr4gnrbelgfykpcumrgui4 145 5 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 145 6 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 145 7 Tu Tu NNP work_j4jyyr4gnrbelgfykpcumrgui4 145 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 145 9 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 145 10 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 145 11 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 145 12 incorporate incorporate VB work_j4jyyr4gnrbelgfykpcumrgui4 145 13 mil- mil- NN work_j4jyyr4gnrbelgfykpcumrgui4 145 14 lions lion NNS work_j4jyyr4gnrbelgfykpcumrgui4 145 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 145 16 additional additional JJ work_j4jyyr4gnrbelgfykpcumrgui4 145 17 tokens token NNS work_j4jyyr4gnrbelgfykpcumrgui4 145 18 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 145 19 Wikipedia Wikipedia NNP work_j4jyyr4gnrbelgfykpcumrgui4 145 20 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 145 21 esti- esti- VB work_j4jyyr4gnrbelgfykpcumrgui4 145 22 mate mate JJ work_j4jyyr4gnrbelgfykpcumrgui4 145 23 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 145 24 parameters parameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 145 25 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 145 26 Marecek Marecek NNP work_j4jyyr4gnrbelgfykpcumrgui4 145 27 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 145 28 Zabokrtsky Zabokrtsky NNP work_j4jyyr4gnrbelgfykpcumrgui4 145 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 145 30 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 145 31 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 145 32 . . . work_j4jyyr4gnrbelgfykpcumrgui4 146 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 146 2 ignore ignore VBP work_j4jyyr4gnrbelgfykpcumrgui4 146 3 punctuation punctuation NN work_j4jyyr4gnrbelgfykpcumrgui4 146 4 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 146 5 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 146 6 experiments experiment NNS work_j4jyyr4gnrbelgfykpcumrgui4 146 7 reported report VBN work_j4jyyr4gnrbelgfykpcumrgui4 146 8 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 146 9 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 146 10 paper paper NN work_j4jyyr4gnrbelgfykpcumrgui4 146 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 146 12 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 146 13 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 146 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 146 15 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 146 16 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 146 17 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 146 18 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 146 19 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 146 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 146 21 evaluation evaluation NN work_j4jyyr4gnrbelgfykpcumrgui4 146 22 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 146 23 includes include VBZ work_j4jyyr4gnrbelgfykpcumrgui4 146 24 punctuation punctuation NN work_j4jyyr4gnrbelgfykpcumrgui4 146 25 marks mark NNS work_j4jyyr4gnrbelgfykpcumrgui4 146 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 146 27 participants participant NNS work_j4jyyr4gnrbelgfykpcumrgui4 146 28 were be VBD work_j4jyyr4gnrbelgfykpcumrgui4 146 29 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 146 30 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 146 31 choose choose VB work_j4jyyr4gnrbelgfykpcumrgui4 146 32 whether whether IN work_j4jyyr4gnrbelgfykpcumrgui4 146 33 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 146 34 include include VB work_j4jyyr4gnrbelgfykpcumrgui4 146 35 punctuation punctuation NN work_j4jyyr4gnrbelgfykpcumrgui4 146 36 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 146 37 ignore ignore VB work_j4jyyr4gnrbelgfykpcumrgui4 146 38 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 146 39 . . . work_j4jyyr4gnrbelgfykpcumrgui4 147 1 While while IN work_j4jyyr4gnrbelgfykpcumrgui4 147 2 BH BH NNP work_j4jyyr4gnrbelgfykpcumrgui4 147 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 147 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 147 5 only only JJ work_j4jyyr4gnrbelgfykpcumrgui4 147 6 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 147 7 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 147 8 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 147 9 directly directly RB work_j4jyyr4gnrbelgfykpcumrgui4 147 10 interpretable interpretable JJ work_j4jyyr4gnrbelgfykpcumrgui4 147 11 linguistic linguistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 147 12 output output NN work_j4jyyr4gnrbelgfykpcumrgui4 147 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 147 14 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 147 15 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 147 16 include include VBP work_j4jyyr4gnrbelgfykpcumrgui4 147 17 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 147 18 di- di- NN work_j4jyyr4gnrbelgfykpcumrgui4 147 19 rect rect NN work_j4jyyr4gnrbelgfykpcumrgui4 147 20 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 147 21 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 147 22 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 147 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 147 24 whose whose WP$ work_j4jyyr4gnrbelgfykpcumrgui4 147 25 TSG TSG NNP work_j4jyyr4gnrbelgfykpcumrgui4 147 26 representa- representa- NN work_j4jyyr4gnrbelgfykpcumrgui4 147 27 tion tion NN work_j4jyyr4gnrbelgfykpcumrgui4 147 28 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 147 29 equally equally RB work_j4jyyr4gnrbelgfykpcumrgui4 147 30 expressive expressive JJ work_j4jyyr4gnrbelgfykpcumrgui4 147 31 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 147 32 ours -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 147 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 148 1 Finally finally RB work_j4jyyr4gnrbelgfykpcumrgui4 148 2 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 148 3 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 148 4 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 148 5 row row NN work_j4jyyr4gnrbelgfykpcumrgui4 148 6 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 148 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 148 8 maximum maximum JJ work_j4jyyr4gnrbelgfykpcumrgui4 148 9 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 148 10 among among IN work_j4jyyr4gnrbelgfykpcumrgui4 148 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 148 12 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 148 13 three three CD work_j4jyyr4gnrbelgfykpcumrgui4 148 14 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 148 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 149 1 As as IN work_j4jyyr4gnrbelgfykpcumrgui4 149 2 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 149 3 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 149 4 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 149 5 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 149 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 149 7 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 149 8 much much JJ work_j4jyyr4gnrbelgfykpcumrgui4 149 9 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 149 10 was be VBD work_j4jyyr4gnrbelgfykpcumrgui4 149 11 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 149 12 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 149 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 149 14 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 149 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 149 16 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 149 17 sys- sys- NN work_j4jyyr4gnrbelgfykpcumrgui4 149 18 tems tem NNS work_j4jyyr4gnrbelgfykpcumrgui4 149 19 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 149 20 simply simply RB work_j4jyyr4gnrbelgfykpcumrgui4 149 21 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 149 22 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 149 23 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 149 24 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 149 25 trained train VBN work_j4jyyr4gnrbelgfykpcumrgui4 149 26 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 149 27 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 149 28 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 149 29 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 149 30 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 149 31 including include VBG work_j4jyyr4gnrbelgfykpcumrgui4 149 32 punctuation punctuation NN work_j4jyyr4gnrbelgfykpcumrgui4 149 33 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 149 34 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 149 35 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 149 36 then then RB work_j4jyyr4gnrbelgfykpcumrgui4 149 37 evaluated evaluate VBD work_j4jyyr4gnrbelgfykpcumrgui4 149 38 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 149 39 lengths length NNS work_j4jyyr4gnrbelgfykpcumrgui4 149 40 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 149 41 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 149 42 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 149 43 . . . work_j4jyyr4gnrbelgfykpcumrgui4 150 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 150 2 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 150 3 version version NN work_j4jyyr4gnrbelgfykpcumrgui4 150 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 150 5 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 150 6 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 150 7 shows show NNS work_j4jyyr4gnrbelgfykpcumrgui4 150 8 rather rather RB work_j4jyyr4gnrbelgfykpcumrgui4 150 9 vari- vari- JJ work_j4jyyr4gnrbelgfykpcumrgui4 150 10 able able JJ work_j4jyyr4gnrbelgfykpcumrgui4 150 11 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 150 12 : : : work_j4jyyr4gnrbelgfykpcumrgui4 150 13 although although IN work_j4jyyr4gnrbelgfykpcumrgui4 150 14 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 150 15 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 150 16 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 150 17 particu- particu- VBG work_j4jyyr4gnrbelgfykpcumrgui4 150 18 larly larly RB work_j4jyyr4gnrbelgfykpcumrgui4 150 19 bad bad JJ work_j4jyyr4gnrbelgfykpcumrgui4 150 20 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 150 21 Basque Basque NNP work_j4jyyr4gnrbelgfykpcumrgui4 150 22 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 150 23 Eu Eu NNP work_j4jyyr4gnrbelgfykpcumrgui4 150 24 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 150 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 150 26 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 150 27 outperforms outperform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 150 28 both both CC work_j4jyyr4gnrbelgfykpcumrgui4 150 29 BH BH NNP work_j4jyyr4gnrbelgfykpcumrgui4 150 30 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 150 31 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 150 32 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 150 33 some some DT work_j4jyyr4gnrbelgfykpcumrgui4 150 34 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 150 35 settings setting NNS work_j4jyyr4gnrbelgfykpcumrgui4 150 36 . . . work_j4jyyr4gnrbelgfykpcumrgui4 151 1 By by IN work_j4jyyr4gnrbelgfykpcumrgui4 151 2 contrast contrast NN work_j4jyyr4gnrbelgfykpcumrgui4 151 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 151 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 151 5 HDP hdp NN work_j4jyyr4gnrbelgfykpcumrgui4 151 6 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 151 7 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 151 8 always always RB work_j4jyyr4gnrbelgfykpcumrgui4 151 9 better well JJR work_j4jyyr4gnrbelgfykpcumrgui4 151 10 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 151 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 151 12 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 151 13 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 151 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 152 1 It -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 152 2 outperforms outperform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 152 3 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 152 4 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 152 5 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 152 6 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 152 7 half half NN work_j4jyyr4gnrbelgfykpcumrgui4 152 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 152 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 152 10 cor- cor- NNP work_j4jyyr4gnrbelgfykpcumrgui4 152 11 pora pora NNP work_j4jyyr4gnrbelgfykpcumrgui4 152 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 153 1 On on IN work_j4jyyr4gnrbelgfykpcumrgui4 153 2 average average JJ work_j4jyyr4gnrbelgfykpcumrgui4 153 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 153 4 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 153 5 outperforms outperform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 153 6 BH BH NNP work_j4jyyr4gnrbelgfykpcumrgui4 153 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 153 8 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 153 9 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 153 10 10.3 10.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 153 11 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 153 12 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 153 13 9.3 9.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 153 14 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 153 15 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 153 16 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 153 17 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 153 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 153 19 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 153 20 9.7 9.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 153 21 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 153 22 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 153 23 7.8 7.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 153 24 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 153 25 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 153 26 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 153 27 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 153 28 respectively respectively RB work_j4jyyr4gnrbelgfykpcumrgui4 153 29 . . . work_j4jyyr4gnrbelgfykpcumrgui4 154 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 154 2 main main JJ work_j4jyyr4gnrbelgfykpcumrgui4 154 3 reason reason NN work_j4jyyr4gnrbelgfykpcumrgui4 154 4 why why WRB work_j4jyyr4gnrbelgfykpcumrgui4 154 5 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 154 6 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 154 7 does do VBZ work_j4jyyr4gnrbelgfykpcumrgui4 154 8 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 154 9 outperform outperform VB work_j4jyyr4gnrbelgfykpcumrgui4 154 10 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 154 11 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 154 12 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 154 13 even even RB work_j4jyyr4gnrbelgfykpcumrgui4 154 14 higher high JJR work_j4jyyr4gnrbelgfykpcumrgui4 154 15 margin margin NN work_j4jyyr4gnrbelgfykpcumrgui4 154 16 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 154 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 154 18 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 154 19 obvious obvious JJ work_j4jyyr4gnrbelgfykpcumrgui4 154 20 11.4%/11.5 11.4%/11.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 154 21 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 154 22 deficit deficit NN work_j4jyyr4gnrbelgfykpcumrgui4 154 23 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 154 24 Slovene Slovene NNP work_j4jyyr4gnrbelgfykpcumrgui4 154 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 155 1 However however RB work_j4jyyr4gnrbelgfykpcumrgui4 155 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 155 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 155 4 Slovene Slovene NNP work_j4jyyr4gnrbelgfykpcumrgui4 155 5 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 155 6 tree- tree- NN work_j4jyyr4gnrbelgfykpcumrgui4 155 7 bank bank NN work_j4jyyr4gnrbelgfykpcumrgui4 155 8 seems seem VBZ work_j4jyyr4gnrbelgfykpcumrgui4 155 9 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 155 10 follow follow VB work_j4jyyr4gnrbelgfykpcumrgui4 155 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 155 12 substantially substantially RB work_j4jyyr4gnrbelgfykpcumrgui4 155 13 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 155 14 anno- anno- JJ work_j4jyyr4gnrbelgfykpcumrgui4 155 15 tation tation NN work_j4jyyr4gnrbelgfykpcumrgui4 155 16 scheme scheme NN work_j4jyyr4gnrbelgfykpcumrgui4 155 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 156 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 156 2 particular particular JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 156 5 gold gold JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 6 standard standard NN work_j4jyyr4gnrbelgfykpcumrgui4 156 7 an- an- XX work_j4jyyr4gnrbelgfykpcumrgui4 156 8 notation notation NN work_j4jyyr4gnrbelgfykpcumrgui4 156 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 156 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 156 11 1,000 1,000 CD work_j4jyyr4gnrbelgfykpcumrgui4 156 12 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 13 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 156 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 156 15 Slovene Slovene NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 16 de- de- NN work_j4jyyr4gnrbelgfykpcumrgui4 156 17 velopment velopment NN work_j4jyyr4gnrbelgfykpcumrgui4 156 18 set set VBP work_j4jyyr4gnrbelgfykpcumrgui4 156 19 treats treat NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 20 many many JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 21 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 156 22 them -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 156 23 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 156 24 consisting consist VBG work_j4jyyr4gnrbelgfykpcumrgui4 156 25 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 156 26 independent independent JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 27 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 28 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 156 29 often often RB work_j4jyyr4gnrbelgfykpcumrgui4 156 30 separated separate VBN work_j4jyyr4gnrbelgfykpcumrgui4 156 31 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 156 32 punctua- punctua- NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 33 tion tion NN work_j4jyyr4gnrbelgfykpcumrgui4 156 34 marks mark NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 35 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 156 36 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 156 37 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 156 38 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 156 39 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 156 40 access access NN work_j4jyyr4gnrbelgfykpcumrgui4 156 41 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 156 42 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 156 43 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 44 so so IN work_j4jyyr4gnrbelgfykpcumrgui4 156 45 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 156 46 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 156 47 average average JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 48 number number NN work_j4jyyr4gnrbelgfykpcumrgui4 156 49 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 156 50 roots root NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 51 per per IN work_j4jyyr4gnrbelgfykpcumrgui4 156 52 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 156 53 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 156 54 2.7 2.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 156 55 : : : work_j4jyyr4gnrbelgfykpcumrgui4 156 56 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 156 57 > > XX work_j4jyyr4gnrbelgfykpcumrgui4 156 58 “ " `` work_j4jyyr4gnrbelgfykpcumrgui4 156 59 verjeti verjeti NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 60 believe believe VBP work_j4jyyr4gnrbelgfykpcumrgui4 156 61 ti ti IN work_j4jyyr4gnrbelgfykpcumrgui4 156 62 I I NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 63 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 64 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 65 〈 〈 NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 66 〈 〈 NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 67 ” " '' work_j4jyyr4gnrbelgfykpcumrgui4 156 68 je je NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 69 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 156 70 mehko mehko NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 71 soft soft JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 72 rekla rekla NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 73 said say VBD work_j4jyyr4gnrbelgfykpcumrgui4 156 74 When when WRB work_j4jyyr4gnrbelgfykpcumrgui4 156 75 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 156 76 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 156 77 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 156 78 presented present VBN work_j4jyyr4gnrbelgfykpcumrgui4 156 79 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 156 80 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 156 81 short short JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 82 components component NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 83 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 156 84 isolation isolation NN work_j4jyyr4gnrbelgfykpcumrgui4 156 85 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 86 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 156 87 oftentimes oftentimes RB work_j4jyyr4gnrbelgfykpcumrgui4 156 88 analyzes analyze VBZ work_j4jyyr4gnrbelgfykpcumrgui4 156 89 them -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 156 90 correctly correctly RB work_j4jyyr4gnrbelgfykpcumrgui4 156 91 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 92 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 156 93 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 156 94 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 156 95 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 156 96 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 156 97 return return VB work_j4jyyr4gnrbelgfykpcumrgui4 156 98 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 156 99 tree tree NN work_j4jyyr4gnrbelgfykpcumrgui4 156 100 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 156 101 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 156 102 sin- sin- JJ work_j4jyyr4gnrbelgfykpcumrgui4 156 103 gle gle NNP work_j4jyyr4gnrbelgfykpcumrgui4 156 104 root root NN work_j4jyyr4gnrbelgfykpcumrgui4 156 105 , , , work_j4jyyr4gnrbelgfykpcumrgui4 156 106 its -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 156 107 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 156 108 degrades degrade NNS work_j4jyyr4gnrbelgfykpcumrgui4 156 109 substantially substantially RB work_j4jyyr4gnrbelgfykpcumrgui4 156 110 . . . work_j4jyyr4gnrbelgfykpcumrgui4 157 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 157 2 believe believe VBP work_j4jyyr4gnrbelgfykpcumrgui4 157 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 157 4 HDP hdp NN work_j4jyyr4gnrbelgfykpcumrgui4 157 5 performs perform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 157 6 so so RB work_j4jyyr4gnrbelgfykpcumrgui4 157 7 well well RB work_j4jyyr4gnrbelgfykpcumrgui4 157 8 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 157 9 com- com- NN work_j4jyyr4gnrbelgfykpcumrgui4 157 10 pared pare VBD work_j4jyyr4gnrbelgfykpcumrgui4 157 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 157 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 157 13 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 14 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 157 15 because because IN work_j4jyyr4gnrbelgfykpcumrgui4 157 16 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 157 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 157 18 influence influence NN work_j4jyyr4gnrbelgfykpcumrgui4 157 19 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 157 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 157 21 shared shared JJ work_j4jyyr4gnrbelgfykpcumrgui4 157 22 base base NN work_j4jyyr4gnrbelgfykpcumrgui4 157 23 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 157 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 25 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 157 26 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 157 27 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 157 28 81 81 CD work_j4jyyr4gnrbelgfykpcumrgui4 157 29 Ar Ar NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 31 Eu Eu NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 33 Cs Cs NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 35 Nl Nl NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 36 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 37 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 38 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 39 Ch Ch NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 40 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 41 He He NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 42 Da Da NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 43 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 44 He He NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 45 Es Es NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 46 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 47 Bg Bg NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 48 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 49 De De NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 50 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 51 Pt Pt NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 52 Sv Sv NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 53 , , , work_j4jyyr4gnrbelgfykpcumrgui4 157 54 Sl Sl NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 55 Ja Ja NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 56 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 57 conj conj NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 58 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 59 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 60 conj conj NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 61 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 62 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 63 conj conj NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 64 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 65 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 66 conj conj NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 67 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 68 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 69 conj conj NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 70 noun noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 71 Figure Figure NNP work_j4jyyr4gnrbelgfykpcumrgui4 157 72 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 157 73 : : : work_j4jyyr4gnrbelgfykpcumrgui4 157 74 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 157 75 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 157 76 treebanks treebank NNS work_j4jyyr4gnrbelgfykpcumrgui4 157 77 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 157 78 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 157 79 evaluation evaluation NN work_j4jyyr4gnrbelgfykpcumrgui4 157 80 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 157 81 standards standard NNS work_j4jyyr4gnrbelgfykpcumrgui4 157 82 exist exist VBP work_j4jyyr4gnrbelgfykpcumrgui4 157 83 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 157 84 annotating annotate VBG work_j4jyyr4gnrbelgfykpcumrgui4 157 85 coordination coordination NN work_j4jyyr4gnrbelgfykpcumrgui4 157 86 . . . work_j4jyyr4gnrbelgfykpcumrgui4 158 1 While while IN work_j4jyyr4gnrbelgfykpcumrgui4 158 2 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 158 3 exhaustive exhaustive JJ work_j4jyyr4gnrbelgfykpcumrgui4 158 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 158 5 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 158 6 table table NN work_j4jyyr4gnrbelgfykpcumrgui4 158 7 demonstrates demonstrate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 158 8 five five CD work_j4jyyr4gnrbelgfykpcumrgui4 158 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 158 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 158 11 most most RBS work_j4jyyr4gnrbelgfykpcumrgui4 158 12 common common JJ work_j4jyyr4gnrbelgfykpcumrgui4 158 13 schemes scheme NNS work_j4jyyr4gnrbelgfykpcumrgui4 158 14 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 158 15 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 158 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 158 17 literature literature NN work_j4jyyr4gnrbelgfykpcumrgui4 158 18 . . . work_j4jyyr4gnrbelgfykpcumrgui4 159 1 Syntactically syntactically RB work_j4jyyr4gnrbelgfykpcumrgui4 159 2 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 159 3 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 159 4 identical identical JJ work_j4jyyr4gnrbelgfykpcumrgui4 159 5 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 159 6 traditionally traditionally RB work_j4jyyr4gnrbelgfykpcumrgui4 159 7 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 159 8 draws draw VBZ work_j4jyyr4gnrbelgfykpcumrgui4 159 9 arcs arcs RB work_j4jyyr4gnrbelgfykpcumrgui4 159 10 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 159 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 159 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 159 13 arguments argument NNS work_j4jyyr4gnrbelgfykpcumrgui4 159 14 without without IN work_j4jyyr4gnrbelgfykpcumrgui4 159 15 attaching attach VBG work_j4jyyr4gnrbelgfykpcumrgui4 159 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 159 17 conjunction conjunction NN work_j4jyyr4gnrbelgfykpcumrgui4 159 18 . . . work_j4jyyr4gnrbelgfykpcumrgui4 160 1 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 160 2 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 160 3 purposes purpose NNS work_j4jyyr4gnrbelgfykpcumrgui4 160 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 160 5 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 160 6 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 160 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 160 8 literature literature NN work_j4jyyr4gnrbelgfykpcumrgui4 160 9 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 160 10 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 160 11 implemented implement VBN work_j4jyyr4gnrbelgfykpcumrgui4 160 12 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 160 13 five five CD work_j4jyyr4gnrbelgfykpcumrgui4 160 14 translation translation NN work_j4jyyr4gnrbelgfykpcumrgui4 160 15 schemes scheme NNS work_j4jyyr4gnrbelgfykpcumrgui4 160 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 161 1 Arabic Arabic NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 2 Danish danish JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 3 Slovene slovene JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 4 Swedish swedish JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 5 Dutch dutch JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 6 Basque basque JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 7 Portuguese portuguese JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 8 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 9 Childes childe NNS work_j4jyyr4gnrbelgfykpcumrgui4 161 10 Czech czech NN work_j4jyyr4gnrbelgfykpcumrgui4 161 11 # # NN work_j4jyyr4gnrbelgfykpcumrgui4 161 12 Tokens token VBZ work_j4jyyr4gnrbelgfykpcumrgui4 161 13 5,470 5,470 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 14 25,341 25,341 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 15 54,032 54,032 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 16 61,877 61,877 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 17 78,737 78,737 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 18 81,345 81,345 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 19 158,648 158,648 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 20 163,727 163,727 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 21 290,604 290,604 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 22 436,126 436,126 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 23 # # $ work_j4jyyr4gnrbelgfykpcumrgui4 161 24 Tags Tags NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 25 20 20 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 26 24 24 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 27 36 36 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 28 30 30 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 29 304 304 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 30 14 14 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 31 23 23 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 32 36 36 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 33 69 69 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 34 62 62 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 35 PA pa NN work_j4jyyr4gnrbelgfykpcumrgui4 161 36 SC SC NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 37 A A NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 38 L L NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 39 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 40 60.8/58.4 60.8/58.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 41 44.7/39.4 44.7/39.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 42 62.6/57.9 62.6/57.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 43 63.2/56.6 63.2/56.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 44 51.8/52.0 51.8/52.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 45 53.0/48.9 53.0/48.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 46 52.4/50.2 52.4/50.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 47 68.6/63.3 68.6/63.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 48 47.4/46.1 47.4/46.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 49 47.9/43.1 47.9/43.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 50 Max Max NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 51 67.2/66.8 67.2/66.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 52 60.1/56.0 60.1/56.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 53 65.6/61.8 65.6/61.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 54 72.8/63.4 72.8/63.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 55 51.1/47.6 51.1/47.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 56 53.7/47.8 53.7/47.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 57 67.0/61.8 67.0/61.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 58 71.2/64.8 71.2/64.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 59 56.0/54.5 56.0/54.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 60 58.3/54.4 58.3/54.4 NN work_j4jyyr4gnrbelgfykpcumrgui4 161 61 BH BH NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 62 41.6/43.7 41.6/43.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 63 46.4/43.8 46.4/43.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 64 49.6/43.9 49.6/43.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 65 63.7/57.0 63.7/57.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 66 49.7/43.6 49.7/43.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 67 45.1/39.6 45.1/39.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 68 70.8/67.2 70.8/67.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 69 68.2/59.6 68.2/59.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 70 61.4/59.8 61.4/59.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 71 45.0/38.9 45.0/38.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 72 T T NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 73 hi hi NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 74 s s NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 75 w w NN work_j4jyyr4gnrbelgfykpcumrgui4 161 76 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 161 77 k k IN work_j4jyyr4gnrbelgfykpcumrgui4 161 78 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 79 41.6/42.9 41.6/42.9 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 80 43.4/39.2 43.4/39.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 81 46.1/41.1 46.1/41.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 82 70.1/59.7 70.1/59.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 83 52.2/47.2 52.2/47.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 84 29.6/26.5 29.6/26.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 85 62.2/59.7 62.2/59.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 86 59.5/52.4 59.5/52.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 87 53.3/51.9 53.3/51.9 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 88 50.5/45.8 50.5/45.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 89 HDP0.0 HDP0.0 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 90 48.0/50.0 48.0/50.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 91 63.9/58.5 63.9/58.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 92 44.8/39.8 44.8/39.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 93 67.6/62.1 67.6/62.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 94 45.0/33.9 45.0/33.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 95 41.6/39.1 41.6/39.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 96 71.0/66.0 71.0/66.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 97 59.8/52.9 59.8/52.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 98 56.3/55.2 56.3/55.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 99 54.0/49.0 54.0/49.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 100 HDP1.0 HDP1.0 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 101 45.6/47.1 45.6/47.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 102 45.7/42.3 45.7/42.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 103 53.9/46.9 53.9/46.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 104 74.5/66.9 74.5/66.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 105 58.5/54.4 58.5/54.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 106 50.1/44.6 50.1/44.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 107 65.1/60.6 65.1/60.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 108 64.3/56.5 64.3/56.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 109 71.5/70.3 71.5/70.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 110 55.8/50.7 55.8/50.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 111 HDP1.5 HDP1.5 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 112 49.6/50.4 49.6/50.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 113 58.7/54.4 58.7/54.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 114 53.2/48.2 53.2/48.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 115 74.3/67.1 74.3/67.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 116 57.4/54.5 57.4/54.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 117 50.6/45.0 50.6/45.0 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 118 70.0/64.7 70.0/64.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 119 65.5/57.2 65.5/57.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 120 69.6/68.6 69.6/68.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 121 55.6/50.3 55.6/50.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 122 HDP2.0 HDP2.0 NNS work_j4jyyr4gnrbelgfykpcumrgui4 161 123 66.4/65.1 66.4/65.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 124 56.5/49.5 56.5/49.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 125 54.2/46.4 54.2/46.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 126 71.6/64.1 71.6/64.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 127 51.7/48.3 51.7/48.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 128 49.4/43.3 49.4/43.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 129 76.3/70.5 76.3/70.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 130 70.7/62.9 70.7/62.9 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 131 74.1/73.3 74.1/73.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 132 54.4/48.5 54.4/48.5 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 133 + + SYM work_j4jyyr4gnrbelgfykpcumrgui4 161 134 /− /− NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 135 -0.8/-1.7 -0.8/-1.7 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 136 +3.8/+2.5 +3.8/+2.5 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 137 -11.4/-15.4 -11.4/-15.4 NFP work_j4jyyr4gnrbelgfykpcumrgui4 161 138 +1.7/+3.5 +1.7/+3.5 ADD work_j4jyyr4gnrbelgfykpcumrgui4 161 139 +6.7/+2.4 +6.7/+2.4 ADD work_j4jyyr4gnrbelgfykpcumrgui4 161 140 -3.1/-3.9 -3.1/-3.9 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 141 +5.5/+3.3 +5.5/+3.3 NFP work_j4jyyr4gnrbelgfykpcumrgui4 161 142 -0.5/-1.9 -0.5/-1.9 NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 143 +12.7/+13.5 +12.7/+13.5 FW work_j4jyyr4gnrbelgfykpcumrgui4 161 144 -2.5/-3.7 -2.5/-3.7 NN work_j4jyyr4gnrbelgfykpcumrgui4 161 145 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 161 146 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 147 : : : work_j4jyyr4gnrbelgfykpcumrgui4 161 148 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 161 149 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 161 150 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 161 151 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 161 152 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 153 Argument Argument NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 154 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 161 155 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 156 MLE MLE NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 157 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 158 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 161 159 four four CD work_j4jyyr4gnrbelgfykpcumrgui4 161 160 hyper hyper NN work_j4jyyr4gnrbelgfykpcumrgui4 161 161 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 161 162 parameter parameter NN work_j4jyyr4gnrbelgfykpcumrgui4 161 163 settings setting NNS work_j4jyyr4gnrbelgfykpcumrgui4 161 164 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 161 165 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 161 166 HDP- HDP- NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 167 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 168 against against IN work_j4jyyr4gnrbelgfykpcumrgui4 161 169 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 161 170 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 171 formalisms formalism NNS work_j4jyyr4gnrbelgfykpcumrgui4 161 172 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 161 173 participated participate VBD work_j4jyyr4gnrbelgfykpcumrgui4 161 174 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 161 175 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 161 176 PASCAL PASCAL NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 177 Challenge Challenge NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 178 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 179 Gelling gel VBG work_j4jyyr4gnrbelgfykpcumrgui4 161 180 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 161 181 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 182 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 183 , , , work_j4jyyr4gnrbelgfykpcumrgui4 161 184 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 185 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 186 , , , work_j4jyyr4gnrbelgfykpcumrgui4 161 187 BH BH NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 188 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 189 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 190 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 161 191 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 192 , , , work_j4jyyr4gnrbelgfykpcumrgui4 161 193 2012a 2012a CD work_j4jyyr4gnrbelgfykpcumrgui4 161 194 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 195 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 161 196 BC BC NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 197 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 198 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 199 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 161 200 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 161 201 , , , work_j4jyyr4gnrbelgfykpcumrgui4 161 202 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 161 203 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 161 204 , , , work_j4jyyr4gnrbelgfykpcumrgui4 161 205 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 161 206 addition addition NN work_j4jyyr4gnrbelgfykpcumrgui4 161 207 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 161 208 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 161 209 max max NN work_j4jyyr4gnrbelgfykpcumrgui4 161 210 over over IN work_j4jyyr4gnrbelgfykpcumrgui4 161 211 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 161 212 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 161 213 participants participant NNS work_j4jyyr4gnrbelgfykpcumrgui4 161 214 . . . work_j4jyyr4gnrbelgfykpcumrgui4 162 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 162 2 trained train VBD work_j4jyyr4gnrbelgfykpcumrgui4 162 3 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 162 4 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 162 5 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 162 6 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 162 7 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 162 8 punctuation punctuation NN work_j4jyyr4gnrbelgfykpcumrgui4 162 9 removed remove VBN work_j4jyyr4gnrbelgfykpcumrgui4 162 10 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 162 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 162 12 including include VBG work_j4jyyr4gnrbelgfykpcumrgui4 162 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 162 14 test test NN work_j4jyyr4gnrbelgfykpcumrgui4 162 15 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 162 16 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 162 17 recommended recommend VBN work_j4jyyr4gnrbelgfykpcumrgui4 162 18 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 162 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 162 20 organizers organizer NNS work_j4jyyr4gnrbelgfykpcumrgui4 162 21 . . . work_j4jyyr4gnrbelgfykpcumrgui4 163 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 163 2 last last JJ work_j4jyyr4gnrbelgfykpcumrgui4 163 3 row row NN work_j4jyyr4gnrbelgfykpcumrgui4 163 4 indicates indicate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 163 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 163 6 difference difference NN work_j4jyyr4gnrbelgfykpcumrgui4 163 7 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 163 8 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 163 9 best good JJS work_j4jyyr4gnrbelgfykpcumrgui4 163 10 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 163 11 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 163 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 163 13 competition competition NN work_j4jyyr4gnrbelgfykpcumrgui4 163 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 164 1 global global JJ work_j4jyyr4gnrbelgfykpcumrgui4 164 2 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 164 3 distribution distribution NN work_j4jyyr4gnrbelgfykpcumrgui4 164 4 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 164 5 influence influence VB work_j4jyyr4gnrbelgfykpcumrgui4 164 6 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 164 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 164 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 164 9 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 164 10 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 164 11 distributions distribution NNS work_j4jyyr4gnrbelgfykpcumrgui4 164 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 165 1 Further further RB work_j4jyyr4gnrbelgfykpcumrgui4 165 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 165 3 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 165 4 provides provide VBZ work_j4jyyr4gnrbelgfykpcumrgui4 165 5 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 165 6 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 165 7 simple simple JJ work_j4jyyr4gnrbelgfykpcumrgui4 165 8 knob knob NN work_j4jyyr4gnrbelgfykpcumrgui4 165 9 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 165 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 165 11 choice choice NN work_j4jyyr4gnrbelgfykpcumrgui4 165 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 165 13 hyperparame- hyperparame- NNP work_j4jyyr4gnrbelgfykpcumrgui4 165 14 ters ter NNS work_j4jyyr4gnrbelgfykpcumrgui4 165 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 165 16 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 165 17 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 165 18 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 165 19 substantial substantial JJ work_j4jyyr4gnrbelgfykpcumrgui4 165 20 effect effect NN work_j4jyyr4gnrbelgfykpcumrgui4 165 21 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 165 22 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 165 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 166 1 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 166 2 side side JJ work_j4jyyr4gnrbelgfykpcumrgui4 166 3 effect effect NN work_j4jyyr4gnrbelgfykpcumrgui4 166 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 166 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 166 6 hyperparameters hyperparameter NNS work_j4jyyr4gnrbelgfykpcumrgui4 166 7 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 166 8 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 166 9 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 166 10 strength strength NN work_j4jyyr4gnrbelgfykpcumrgui4 166 11 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 166 12 determines determine VBZ work_j4jyyr4gnrbelgfykpcumrgui4 166 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 166 14 rate rate NN work_j4jyyr4gnrbelgfykpcumrgui4 166 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 166 16 convergence convergence NN work_j4jyyr4gnrbelgfykpcumrgui4 166 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 167 1 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 167 2 may may MD work_j4jyyr4gnrbelgfykpcumrgui4 167 3 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 167 4 one one CD work_j4jyyr4gnrbelgfykpcumrgui4 167 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 167 6 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 167 7 reasons reason NNS work_j4jyyr4gnrbelgfykpcumrgui4 167 8 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 167 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 167 10 high high JJ work_j4jyyr4gnrbelgfykpcumrgui4 167 11 vari- vari- JJ work_j4jyyr4gnrbelgfykpcumrgui4 167 12 ance ance NN work_j4jyyr4gnrbelgfykpcumrgui4 167 13 seen see VBN work_j4jyyr4gnrbelgfykpcumrgui4 167 14 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 167 15 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 167 16 four four CD work_j4jyyr4gnrbelgfykpcumrgui4 167 17 settings setting NNS work_j4jyyr4gnrbelgfykpcumrgui4 167 18 tested test VBN work_j4jyyr4gnrbelgfykpcumrgui4 167 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 167 20 although although IN work_j4jyyr4gnrbelgfykpcumrgui4 167 21 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 167 22 note note VBP work_j4jyyr4gnrbelgfykpcumrgui4 167 23 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 167 24 since since IN work_j4jyyr4gnrbelgfykpcumrgui4 167 25 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 167 26 initialization initialization NN work_j4jyyr4gnrbelgfykpcumrgui4 167 27 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 167 28 always always RB work_j4jyyr4gnrbelgfykpcumrgui4 167 29 uniform uniform JJ work_j4jyyr4gnrbelgfykpcumrgui4 167 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 167 31 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 167 32 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 167 33 random random JJ work_j4jyyr4gnrbelgfykpcumrgui4 167 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 167 35 consecutive consecutive JJ work_j4jyyr4gnrbelgfykpcumrgui4 167 36 runs run NNS work_j4jyyr4gnrbelgfykpcumrgui4 167 37 do do VBP work_j4jyyr4gnrbelgfykpcumrgui4 167 38 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 167 39 introduce introduce VB work_j4jyyr4gnrbelgfykpcumrgui4 167 40 variance variance NN work_j4jyyr4gnrbelgfykpcumrgui4 167 41 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 167 42 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 167 43 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 167 44 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 167 45 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 167 46 . . . work_j4jyyr4gnrbelgfykpcumrgui4 168 1 7.2 7.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 168 2 Comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 168 3 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 168 4 systems system NNS work_j4jyyr4gnrbelgfykpcumrgui4 168 5 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 168 6 capture capture VBP work_j4jyyr4gnrbelgfykpcumrgui4 168 7 linguistic linguistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 168 8 constraints constraint NNS work_j4jyyr4gnrbelgfykpcumrgui4 168 9 Since since IN work_j4jyyr4gnrbelgfykpcumrgui4 168 10 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 168 11 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 168 12 algorithm algorithm NNP work_j4jyyr4gnrbelgfykpcumrgui4 168 13 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 168 14 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 168 15 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 168 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 168 17 knowl- knowl- JJ work_j4jyyr4gnrbelgfykpcumrgui4 168 18 edge edge NN work_j4jyyr4gnrbelgfykpcumrgui4 168 19 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 168 20 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 168 21 POS POS NNP work_j4jyyr4gnrbelgfykpcumrgui4 168 22 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 168 23 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 168 24 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 168 25 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 168 26 verbs verb NNS work_j4jyyr4gnrbelgfykpcumrgui4 168 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 168 28 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 168 29 compare compare VBP work_j4jyyr4gnrbelgfykpcumrgui4 168 30 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 168 31 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 168 32 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 168 33 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 168 34 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 168 35 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 168 36 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 168 37 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 168 38 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 168 39 . . . work_j4jyyr4gnrbelgfykpcumrgui4 169 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 169 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 169 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 169 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 169 5 who who WP work_j4jyyr4gnrbelgfykpcumrgui4 169 6 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 169 7 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 169 8 nonparametric nonparametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 169 9 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 169 10 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 169 11 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 169 12 incorporates incorporate VBZ work_j4jyyr4gnrbelgfykpcumrgui4 169 13 thirteen thirteen CD work_j4jyyr4gnrbelgfykpcumrgui4 169 14 universal universal JJ work_j4jyyr4gnrbelgfykpcumrgui4 169 15 linguistic linguistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 169 16 constraints constraint NNS work_j4jyyr4gnrbelgfykpcumrgui4 169 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 170 1 Three three CD work_j4jyyr4gnrbelgfykpcumrgui4 170 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 170 3 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 170 4 constraints constraint NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 5 correspond correspond VBP work_j4jyyr4gnrbelgfykpcumrgui4 170 6 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 170 7 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 170 8 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 9 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 170 10 verbs verb NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 11 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 170 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 170 13 roots root NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 170 15 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 170 17 may may MD work_j4jyyr4gnrbelgfykpcumrgui4 170 18 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 170 19 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 20 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 170 21 dependents dependent NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 170 23 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 170 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 170 25 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 170 26 ten ten CD work_j4jyyr4gnrbelgfykpcumrgui4 170 27 con- con- NN work_j4jyyr4gnrbelgfykpcumrgui4 170 28 straints straint NNS work_j4jyyr4gnrbelgfykpcumrgui4 170 29 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 170 30 e.g. e.g. RB work_j4jyyr4gnrbelgfykpcumrgui4 171 1 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 171 2 adjectives adjective NNS work_j4jyyr4gnrbelgfykpcumrgui4 171 3 modify modify VBP work_j4jyyr4gnrbelgfykpcumrgui4 171 4 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 171 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 171 6 adverbs adverbs NNP work_j4jyyr4gnrbelgfykpcumrgui4 171 7 modify modify VBP work_j4jyyr4gnrbelgfykpcumrgui4 171 8 adjectives adjective NNS work_j4jyyr4gnrbelgfykpcumrgui4 171 9 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 171 10 verbs verb NNS work_j4jyyr4gnrbelgfykpcumrgui4 171 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 171 12 etc etc FW work_j4jyyr4gnrbelgfykpcumrgui4 171 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 171 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 172 1 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 172 2 no no DT work_j4jyyr4gnrbelgfykpcumrgui4 172 3 equivalent equivalent NN work_j4jyyr4gnrbelgfykpcumrgui4 172 4 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 172 5 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 172 6 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 172 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 173 1 Although although IN work_j4jyyr4gnrbelgfykpcumrgui4 173 2 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 173 3 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 173 4 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 173 5 less less RBR work_j4jyyr4gnrbelgfykpcumrgui4 173 6 prior prior JJ work_j4jyyr4gnrbelgfykpcumrgui4 173 7 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 173 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 173 9 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 173 10 still still RB work_j4jyyr4gnrbelgfykpcumrgui4 173 11 performs perform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 173 12 competitively competitively RB work_j4jyyr4gnrbelgfykpcumrgui4 173 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 174 1 On on IN work_j4jyyr4gnrbelgfykpcumrgui4 174 2 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 174 3 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 174 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 174 5 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 174 6 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 174 7 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 174 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 175 1 demonstrate demonstrate VB work_j4jyyr4gnrbelgfykpcumrgui4 175 2 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 175 3 im- im- JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 4 portance portance NN work_j4jyyr4gnrbelgfykpcumrgui4 175 5 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 175 6 effect effect NN work_j4jyyr4gnrbelgfykpcumrgui4 175 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 175 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 175 9 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 10 choice choice NN work_j4jyyr4gnrbelgfykpcumrgui4 175 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 175 12 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 13 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 175 14 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 175 15 comparing compare VBG work_j4jyyr4gnrbelgfykpcumrgui4 175 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 175 17 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 175 18 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 175 19 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 175 20 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 175 21 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 175 22 hand hand NN work_j4jyyr4gnrbelgfykpcumrgui4 175 23 crafted craft VBN work_j4jyyr4gnrbelgfykpcumrgui4 175 24 universal universal JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 25 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 175 26 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 175 27 71.9 71.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 175 28 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 175 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 175 30 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 175 31 En- en- JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 32 glish glish JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 33 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 175 34 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 175 35 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 175 36 73.8 73.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 175 37 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 175 38 , , , work_j4jyyr4gnrbelgfykpcumrgui4 175 39 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 175 40 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 175 41 rules rule NNS work_j4jyyr4gnrbelgfykpcumrgui4 175 42 proposed propose VBN work_j4jyyr4gnrbelgfykpcumrgui4 175 43 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 175 44 Druck Druck NNP work_j4jyyr4gnrbelgfykpcumrgui4 175 45 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 175 46 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 175 47 . . . work_j4jyyr4gnrbelgfykpcumrgui4 176 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 176 2 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 176 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 176 4 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 176 5 64.9 64.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 176 6 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 176 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 177 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 177 2 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 177 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 177 4 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 5 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 6 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 7 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 8 ’s ’s NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 9 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 177 10 drops drop VBZ work_j4jyyr4gnrbelgfykpcumrgui4 177 11 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 177 12 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 177 13 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 177 14 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 177 15 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 177 16 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 177 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 177 18 presumable presumable JJ work_j4jyyr4gnrbelgfykpcumrgui4 177 19 parse parse NN work_j4jyyr4gnrbelgfykpcumrgui4 177 20 complexity complexity NN work_j4jyyr4gnrbelgfykpcumrgui4 177 21 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 177 22 82 82 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 23 Sl sl NN work_j4jyyr4gnrbelgfykpcumrgui4 177 24 Es Es NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 25 Da Da NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 26 Pt Pt NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 27 Sv Sv NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 28 ∼#Tokens ∼#token VBZ work_j4jyyr4gnrbelgfykpcumrgui4 177 29 3.8 3.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 30 K k NN work_j4jyyr4gnrbelgfykpcumrgui4 177 31 4.2 4.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 32 K k NN work_j4jyyr4gnrbelgfykpcumrgui4 177 33 9.5 9.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 34 K k NN work_j4jyyr4gnrbelgfykpcumrgui4 177 35 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 36 K k NN work_j4jyyr4gnrbelgfykpcumrgui4 177 37 24 24 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 38 K k NN work_j4jyyr4gnrbelgfykpcumrgui4 177 39 N10 N10 NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 40 50.9 50.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 41 67.2 67.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 42 51.9 51.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 43 71.5 71.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 44 63.3 63.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 45 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 46 56.6 56.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 47 62.1 62.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 48 51.5 51.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 49 74.7 74.7 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 50 69.8 69.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 51 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 177 52 2 2 CD work_j4jyyr4gnrbelgfykpcumrgui4 177 53 : : : work_j4jyyr4gnrbelgfykpcumrgui4 177 54 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 177 55 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 177 56 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 177 57 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 177 58 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 177 59 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 177 60 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 61 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 62 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 177 63 . . . work_j4jyyr4gnrbelgfykpcumrgui4 178 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 178 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 178 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 178 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 178 5 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 178 6 trained trained JJ work_j4jyyr4gnrbelgfykpcumrgui4 178 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 178 8 tested test VBN work_j4jyyr4gnrbelgfykpcumrgui4 178 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 178 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 178 11 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 178 12 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 178 13 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 178 14 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 178 15 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 178 16 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 178 17 CoNLL CoNLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 178 18 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 178 19 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 178 20 Shared Shared NNP work_j4jyyr4gnrbelgfykpcumrgui4 178 21 Task Task NNP work_j4jyyr4gnrbelgfykpcumrgui4 178 22 . . . work_j4jyyr4gnrbelgfykpcumrgui4 179 1 increases increase NNS work_j4jyyr4gnrbelgfykpcumrgui4 179 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 179 3 whereas whereas IN work_j4jyyr4gnrbelgfykpcumrgui4 179 4 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 179 5 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 179 6 shows show VBZ work_j4jyyr4gnrbelgfykpcumrgui4 179 7 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 179 8 less less JJR work_j4jyyr4gnrbelgfykpcumrgui4 179 9 decline decline NN work_j4jyyr4gnrbelgfykpcumrgui4 179 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 179 11 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 179 12 outperforms outperform VBZ work_j4jyyr4gnrbelgfykpcumrgui4 179 13 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 179 14 universal universal JJ work_j4jyyr4gnrbelgfykpcumrgui4 179 15 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 179 16 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 179 17 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 179 18 significant significant JJ work_j4jyyr4gnrbelgfykpcumrgui4 179 19 margin.7 margin.7 NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 20 ≤ ≤ NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 21 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 22 ≤ ≤ JJ work_j4jyyr4gnrbelgfykpcumrgui4 179 23 20 20 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 24 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 25 Universal Universal NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 26 Rules Rules NNPS work_j4jyyr4gnrbelgfykpcumrgui4 179 27 71.9 71.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 28 50.4 50.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 29 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 30 English English NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 31 Rules Rules NNPS work_j4jyyr4gnrbelgfykpcumrgui4 179 32 73.8 73.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 33 66.1 66.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 34 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 35 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 179 36 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 37 68.2 68.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 38 64.2 64.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 39 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 40 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 179 41 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 42 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 179 43 train train NN work_j4jyyr4gnrbelgfykpcumrgui4 179 44 ≤ ≤ NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 45 20 20 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 46 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 179 47 71.9 71.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 179 48 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 179 49 contrast contrast NN work_j4jyyr4gnrbelgfykpcumrgui4 179 50 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 179 51 Spitkovsky Spitkovsky NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 52 et et FW work_j4jyyr4gnrbelgfykpcumrgui4 179 53 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 179 54 . . . work_j4jyyr4gnrbelgfykpcumrgui4 180 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 180 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 180 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 180 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 180 5 who who WP work_j4jyyr4gnrbelgfykpcumrgui4 180 6 reported report VBD work_j4jyyr4gnrbelgfykpcumrgui4 180 7 that that DT work_j4jyyr4gnrbelgfykpcumrgui4 180 8 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 180 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 180 10 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 180 11 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 180 12 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 180 13 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 180 14 degrades degrade NNS work_j4jyyr4gnrbelgfykpcumrgui4 180 15 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 180 16 trained train VBN work_j4jyyr4gnrbelgfykpcumrgui4 180 17 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 180 18 longer long JJR work_j4jyyr4gnrbelgfykpcumrgui4 180 19 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 180 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 180 21 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 180 22 per- per- NN work_j4jyyr4gnrbelgfykpcumrgui4 180 23 formance formance NN work_j4jyyr4gnrbelgfykpcumrgui4 180 24 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 180 25 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 180 26 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 180 27 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 180 28 increases increase NNS work_j4jyyr4gnrbelgfykpcumrgui4 180 29 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 180 30 71.9 71.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 180 31 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 180 32 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 180 33 train train VBP work_j4jyyr4gnrbelgfykpcumrgui4 180 34 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 180 35 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 180 36 up up RP work_j4jyyr4gnrbelgfykpcumrgui4 180 37 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 180 38 length length VB work_j4jyyr4gnrbelgfykpcumrgui4 180 39 20 20 CD work_j4jyyr4gnrbelgfykpcumrgui4 180 40 . . . work_j4jyyr4gnrbelgfykpcumrgui4 181 1 Another another DT work_j4jyyr4gnrbelgfykpcumrgui4 181 2 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 181 3 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 181 4 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 181 5 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 181 6 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 181 7 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 181 8 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 181 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 181 10 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 181 11 captures capture NNS work_j4jyyr4gnrbelgfykpcumrgui4 181 12 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 181 13 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 181 14 linguistic linguistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 181 15 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 181 16 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 181 17 ours our NNS work_j4jyyr4gnrbelgfykpcumrgui4 181 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 181 19 was be VBD work_j4jyyr4gnrbelgfykpcumrgui4 181 20 presented present VBN work_j4jyyr4gnrbelgfykpcumrgui4 181 21 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 181 22 Boonkwan Boonkwan NNP work_j4jyyr4gnrbelgfykpcumrgui4 181 23 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 181 24 Steed- Steed- NNP work_j4jyyr4gnrbelgfykpcumrgui4 181 25 man man NN work_j4jyyr4gnrbelgfykpcumrgui4 181 26 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 181 27 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 181 28 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 181 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 181 30 who who WP work_j4jyyr4gnrbelgfykpcumrgui4 181 31 achieve achieve VBP work_j4jyyr4gnrbelgfykpcumrgui4 181 32 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 181 33 accuracy accuracy NN work_j4jyyr4gnrbelgfykpcumrgui4 181 34 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 181 35 74.5 74.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 181 36 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 181 37 WSJ10 WSJ10 NNP work_j4jyyr4gnrbelgfykpcumrgui4 181 38 section section NN work_j4jyyr4gnrbelgfykpcumrgui4 181 39 23 23 CD work_j4jyyr4gnrbelgfykpcumrgui4 181 40 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 181 41 trained train VBN work_j4jyyr4gnrbelgfykpcumrgui4 181 42 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 181 43 sections section NNS work_j4jyyr4gnrbelgfykpcumrgui4 181 44 02 02 CD work_j4jyyr4gnrbelgfykpcumrgui4 181 45 - - SYM work_j4jyyr4gnrbelgfykpcumrgui4 181 46 22 22 CD work_j4jyyr4gnrbelgfykpcumrgui4 181 47 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 181 48 . . . work_j4jyyr4gnrbelgfykpcumrgui4 182 1 Us- us- RB work_j4jyyr4gnrbelgfykpcumrgui4 182 2 ing e VBG work_j4jyyr4gnrbelgfykpcumrgui4 182 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 182 4 same same JJ work_j4jyyr4gnrbelgfykpcumrgui4 182 5 settings setting NNS work_j4jyyr4gnrbelgfykpcumrgui4 182 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 182 7 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 182 8 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 182 9 achieves achieve VBZ work_j4jyyr4gnrbelgfykpcumrgui4 182 10 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 182 11 accu- accu- NN work_j4jyyr4gnrbelgfykpcumrgui4 182 12 racy racy NN work_j4jyyr4gnrbelgfykpcumrgui4 182 13 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 182 14 68.4 68.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 182 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 183 1 Unlike unlike IN work_j4jyyr4gnrbelgfykpcumrgui4 183 2 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 183 3 approach approach NN work_j4jyyr4gnrbelgfykpcumrgui4 183 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 183 5 Boonkwan Boonkwan NNP work_j4jyyr4gnrbelgfykpcumrgui4 183 6 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 183 7 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 183 8 do do VBP work_j4jyyr4gnrbelgfykpcumrgui4 183 9 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 183 10 automatically automatically RB work_j4jyyr4gnrbelgfykpcumrgui4 183 11 induce induce VB work_j4jyyr4gnrbelgfykpcumrgui4 183 12 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 183 13 appropri- appropri- NN work_j4jyyr4gnrbelgfykpcumrgui4 183 14 ate ate JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 15 inventory inventory NN work_j4jyyr4gnrbelgfykpcumrgui4 183 16 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 183 17 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 18 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 183 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 183 20 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 183 21 use use VB work_j4jyyr4gnrbelgfykpcumrgui4 183 22 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 183 23 exten- exten- JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 24 sive sive JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 25 questionnaire questionnaire NN work_j4jyyr4gnrbelgfykpcumrgui4 183 26 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 183 27 defines define VBZ work_j4jyyr4gnrbelgfykpcumrgui4 183 28 prototype prototype VBP work_j4jyyr4gnrbelgfykpcumrgui4 183 29 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 183 30 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 183 31 various various JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 32 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 33 constructions construction NNS work_j4jyyr4gnrbelgfykpcumrgui4 183 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 183 35 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 183 36 requires require VBZ work_j4jyyr4gnrbelgfykpcumrgui4 183 37 sig- sig- JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 38 nificant nificant JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 39 manual manual JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 40 engineering engineering NN work_j4jyyr4gnrbelgfykpcumrgui4 183 41 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 183 42 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 183 43 POS POS NNP work_j4jyyr4gnrbelgfykpcumrgui4 183 44 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 183 45 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 183 46 mapped map VBN work_j4jyyr4gnrbelgfykpcumrgui4 183 47 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 183 48 what what WP work_j4jyyr4gnrbelgfykpcumrgui4 183 49 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 183 50 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 183 51 generate generate VB work_j4jyyr4gnrbelgfykpcumrgui4 183 52 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 183 53 language- language- NN work_j4jyyr4gnrbelgfykpcumrgui4 183 54 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 183 55 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 183 56 . . . work_j4jyyr4gnrbelgfykpcumrgui4 184 1 However however RB work_j4jyyr4gnrbelgfykpcumrgui4 184 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 184 3 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 184 4 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 184 5 de- de- RB work_j4jyyr4gnrbelgfykpcumrgui4 184 6 grades grade VBZ work_j4jyyr4gnrbelgfykpcumrgui4 184 7 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 184 8 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 184 9 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 184 10 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 184 11 subset subset NN work_j4jyyr4gnrbelgfykpcumrgui4 184 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 184 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 184 14 ques- ques- NN work_j4jyyr4gnrbelgfykpcumrgui4 184 15 tions tion NNS work_j4jyyr4gnrbelgfykpcumrgui4 184 16 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 184 17 considered consider VBN work_j4jyyr4gnrbelgfykpcumrgui4 184 18 . . . work_j4jyyr4gnrbelgfykpcumrgui4 185 1 Using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 185 2 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 185 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 185 4 first first JJ work_j4jyyr4gnrbelgfykpcumrgui4 185 5 14 14 CD work_j4jyyr4gnrbelgfykpcumrgui4 185 6 ques- ques- NN work_j4jyyr4gnrbelgfykpcumrgui4 185 7 tions tion NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 9 covering cover VBG work_j4jyyr4gnrbelgfykpcumrgui4 185 10 facts fact NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 11 about about IN work_j4jyyr4gnrbelgfykpcumrgui4 185 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 185 13 ordering ordering NN work_j4jyyr4gnrbelgfykpcumrgui4 185 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 185 15 subjects subject NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 17 verbs verb NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 185 19 objects object NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 21 adjectives adjective NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 23 adverbs adverb NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 25 auxiliaries auxiliary NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 27 adpositions adposition NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 28 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 29 possessives possessive NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 30 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 185 31 relative relative JJ work_j4jyyr4gnrbelgfykpcumrgui4 185 32 markers marker NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 33 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 34 they -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 185 35 achieve achieve VBP work_j4jyyr4gnrbelgfykpcumrgui4 185 36 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 185 37 accuracy accuracy NN work_j4jyyr4gnrbelgfykpcumrgui4 185 38 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 185 39 68.2 68.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 185 40 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 41 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 185 42 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 185 43 almost almost RB work_j4jyyr4gnrbelgfykpcumrgui4 185 44 iden- iden- JJ work_j4jyyr4gnrbelgfykpcumrgui4 185 45 7Our 7our CD work_j4jyyr4gnrbelgfykpcumrgui4 185 46 earlier early JJR work_j4jyyr4gnrbelgfykpcumrgui4 185 47 generative generative JJ work_j4jyyr4gnrbelgfykpcumrgui4 185 48 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 185 49 showed show VBD work_j4jyyr4gnrbelgfykpcumrgui4 185 50 similar similar JJ work_j4jyyr4gnrbelgfykpcumrgui4 185 51 behavior behavior NN work_j4jyyr4gnrbelgfykpcumrgui4 185 52 , , , work_j4jyyr4gnrbelgfykpcumrgui4 185 53 al- al- XX work_j4jyyr4gnrbelgfykpcumrgui4 185 54 though though IN work_j4jyyr4gnrbelgfykpcumrgui4 185 55 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 185 56 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 57 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 185 58 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 185 59 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 185 60 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 185 61 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 185 62 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 185 63 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 185 64 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 185 65 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 185 66 directly directly RB work_j4jyyr4gnrbelgfykpcumrgui4 185 67 comparable comparable JJ work_j4jyyr4gnrbelgfykpcumrgui4 185 68 due due IN work_j4jyyr4gnrbelgfykpcumrgui4 185 69 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 185 70 differences difference NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 71 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 185 72 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 185 73 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 185 74 . . . work_j4jyyr4gnrbelgfykpcumrgui4 186 1 Sl Sl NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 2 Es Es NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 3 Da Da NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 4 Pt Pt NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 5 Sv Sv NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 6 # # $ work_j4jyyr4gnrbelgfykpcumrgui4 186 7 Tokens token VBZ work_j4jyyr4gnrbelgfykpcumrgui4 186 8 3,857 3,857 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 9 4,230 4,230 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 10 9,549 9,549 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 11 15,015 15,015 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 12 24,021 24,021 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 13 G10 G10 NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 14 51.2 51.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 15 62.4 62.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 16 47.2 47.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 17 54.3 54.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 18 48.6 48.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 19 HDP HDP NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 20 57.9 57.9 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 21 65.4 65.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 22 49.3 49.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 23 73.5 73.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 24 73.2 73.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 25 Bg Bg NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 26 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 27 Nl Nl NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 28 Ja Ja NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 29 De De NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 30 # # NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 31 Tokens Tokens NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 32 38,220 38,220 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 33 42,442 42,442 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 34 43,405 43,405 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 35 43,501 43,501 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 36 77,705 77,705 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 37 G10 G10 NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 38 59.8 59.8 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 39 64.4 64.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 40 47.5 47.5 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 41 60.2 60.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 42 47.4 47.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 43 HDP hdp NN work_j4jyyr4gnrbelgfykpcumrgui4 186 44 66.1 66.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 45 70.3 70.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 46 56.2 56.2 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 47 64.1 64.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 48 68.4 68.4 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 49 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 186 50 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 186 51 : : : work_j4jyyr4gnrbelgfykpcumrgui4 186 52 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 186 53 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 186 54 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 186 55 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 186 56 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 186 57 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 186 58 Gillenwa- Gillenwa- NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 59 ter ter NN work_j4jyyr4gnrbelgfykpcumrgui4 186 60 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 61 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 186 62 . . . work_j4jyyr4gnrbelgfykpcumrgui4 187 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 187 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 187 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 187 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 187 5 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 187 6 trained train VBD work_j4jyyr4gnrbelgfykpcumrgui4 187 7 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 187 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 187 9 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 187 10 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 187 11 train- train- NN work_j4jyyr4gnrbelgfykpcumrgui4 187 12 ing ing NN work_j4jyyr4gnrbelgfykpcumrgui4 187 13 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 187 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 187 15 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 187 16 tested test VBN work_j4jyyr4gnrbelgfykpcumrgui4 187 17 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 187 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 187 19 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 187 20 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 187 21 test test NN work_j4jyyr4gnrbelgfykpcumrgui4 187 22 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 187 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 187 24 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 187 25 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 187 26 CoNLL CoNLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 187 27 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 187 28 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 187 29 Shared shared JJ work_j4jyyr4gnrbelgfykpcumrgui4 187 30 task task NN work_j4jyyr4gnrbelgfykpcumrgui4 187 31 . . . work_j4jyyr4gnrbelgfykpcumrgui4 188 1 tical tical JJ work_j4jyyr4gnrbelgfykpcumrgui4 188 2 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 188 3 ours -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 188 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 188 5 even even RB work_j4jyyr4gnrbelgfykpcumrgui4 188 6 though though IN work_j4jyyr4gnrbelgfykpcumrgui4 188 7 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 188 8 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 188 9 significantly significantly RB work_j4jyyr4gnrbelgfykpcumrgui4 188 10 less less RBR work_j4jyyr4gnrbelgfykpcumrgui4 188 11 initial initial JJ work_j4jyyr4gnrbelgfykpcumrgui4 188 12 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 188 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 189 1 However however RB work_j4jyyr4gnrbelgfykpcumrgui4 189 2 , , , work_j4jyyr4gnrbelgfykpcumrgui4 189 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 189 4 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 189 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 189 6 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 189 7 below below RB work_j4jyyr4gnrbelgfykpcumrgui4 189 8 indicate indicate VBP work_j4jyyr4gnrbelgfykpcumrgui4 189 9 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 189 10 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 189 11 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 189 12 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 189 13 fact fact NN work_j4jyyr4gnrbelgfykpcumrgui4 189 14 learning learn VBG work_j4jyyr4gnrbelgfykpcumrgui4 189 15 many many JJ work_j4jyyr4gnrbelgfykpcumrgui4 189 16 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 189 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 189 18 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 189 19 exact exact JJ work_j4jyyr4gnrbelgfykpcumrgui4 189 20 details detail NNS work_j4jyyr4gnrbelgfykpcumrgui4 189 21 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 189 22 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 189 23 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 189 24 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 189 25 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 189 26 con- con- NN work_j4jyyr4gnrbelgfykpcumrgui4 189 27 structed structe VBN work_j4jyyr4gnrbelgfykpcumrgui4 189 28 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 189 29 hand hand NN work_j4jyyr4gnrbelgfykpcumrgui4 189 30 . . . work_j4jyyr4gnrbelgfykpcumrgui4 190 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 190 2 remaining remain VBG work_j4jyyr4gnrbelgfykpcumrgui4 190 3 14 14 CD work_j4jyyr4gnrbelgfykpcumrgui4 190 4 questions question NNS work_j4jyyr4gnrbelgfykpcumrgui4 190 5 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 190 6 Boonkwan Boonkwan NNP work_j4jyyr4gnrbelgfykpcumrgui4 190 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 190 8 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 190 9 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 190 10 questionnaire questionnaire NN work_j4jyyr4gnrbelgfykpcumrgui4 190 11 cover cover VBP work_j4jyyr4gnrbelgfykpcumrgui4 190 12 less less RBR work_j4jyyr4gnrbelgfykpcumrgui4 190 13 frequent frequent JJ work_j4jyyr4gnrbelgfykpcumrgui4 190 14 phenomena phenomenon NNS work_j4jyyr4gnrbelgfykpcumrgui4 190 15 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 190 16 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 190 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 190 18 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 190 19 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 190 20 negative negative JJ work_j4jyyr4gnrbelgfykpcumrgui4 190 21 markers marker NNS work_j4jyyr4gnrbelgfykpcumrgui4 190 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 190 23 dative dative JJ work_j4jyyr4gnrbelgfykpcumrgui4 190 24 shift shift NN work_j4jyyr4gnrbelgfykpcumrgui4 190 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 190 26 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 190 27 pro pro JJ work_j4jyyr4gnrbelgfykpcumrgui4 190 28 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 190 29 drop drop NN work_j4jyyr4gnrbelgfykpcumrgui4 190 30 . . . work_j4jyyr4gnrbelgfykpcumrgui4 191 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 191 2 obvious obvious JJ work_j4jyyr4gnrbelgfykpcumrgui4 191 3 ad- ad- XX work_j4jyyr4gnrbelgfykpcumrgui4 191 4 vantage vantage NN work_j4jyyr4gnrbelgfykpcumrgui4 191 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 191 6 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 191 7 approach approach NN work_j4jyyr4gnrbelgfykpcumrgui4 191 8 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 191 9 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 191 10 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 191 11 allows allow VBZ work_j4jyyr4gnrbelgfykpcumrgui4 191 12 them -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 191 13 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 191 14 define define VB work_j4jyyr4gnrbelgfykpcumrgui4 191 15 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 191 16 much much RB work_j4jyyr4gnrbelgfykpcumrgui4 191 17 more more RBR work_j4jyyr4gnrbelgfykpcumrgui4 191 18 fine fine RB work_j4jyyr4gnrbelgfykpcumrgui4 191 19 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 191 20 grained grain VBN work_j4jyyr4gnrbelgfykpcumrgui4 191 21 inventory inventory NN work_j4jyyr4gnrbelgfykpcumrgui4 191 22 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 191 23 lexical lexical JJ work_j4jyyr4gnrbelgfykpcumrgui4 191 24 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 191 25 than than IN work_j4jyyr4gnrbelgfykpcumrgui4 191 26 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 191 27 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 191 28 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 191 29 automatically automatically RB work_j4jyyr4gnrbelgfykpcumrgui4 191 30 induce induce VB work_j4jyyr4gnrbelgfykpcumrgui4 191 31 . . . work_j4jyyr4gnrbelgfykpcumrgui4 192 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 192 2 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 192 3 stipulate stipulate VBP work_j4jyyr4gnrbelgfykpcumrgui4 192 4 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 192 5 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 192 6 certain certain JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 7 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 192 8 knowl- knowl- VBP work_j4jyyr4gnrbelgfykpcumrgui4 192 9 edge edge NN work_j4jyyr4gnrbelgfykpcumrgui4 192 10 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 192 11 pro pro JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 12 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 13 drop drop NN work_j4jyyr4gnrbelgfykpcumrgui4 192 14 could could MD work_j4jyyr4gnrbelgfykpcumrgui4 192 15 play play VB work_j4jyyr4gnrbelgfykpcumrgui4 192 16 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 192 17 significant significant JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 18 role role NN work_j4jyyr4gnrbelgfykpcumrgui4 192 19 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 192 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 192 21 success success NN work_j4jyyr4gnrbelgfykpcumrgui4 192 22 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 192 23 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 192 24 approach approach NN work_j4jyyr4gnrbelgfykpcumrgui4 192 25 : : : work_j4jyyr4gnrbelgfykpcumrgui4 192 26 if if IN work_j4jyyr4gnrbelgfykpcumrgui4 192 27 complete complete JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 28 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 192 29 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 192 30 allowed allow VBN work_j4jyyr4gnrbelgfykpcumrgui4 192 31 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 192 32 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 192 33 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 192 34 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 192 35 form form NN work_j4jyyr4gnrbelgfykpcumrgui4 192 36 S\N s\n NN work_j4jyyr4gnrbelgfykpcumrgui4 192 37 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 192 38 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 192 39 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 192 40 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 192 41 , , , work_j4jyyr4gnrbelgfykpcumrgui4 192 42 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 192 43 same same JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 44 lex- lex- JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 45 ical ical JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 46 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 192 47 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 192 48 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 192 49 used use VBN work_j4jyyr4gnrbelgfykpcumrgui4 192 50 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 192 51 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 192 52 verb verb NN work_j4jyyr4gnrbelgfykpcumrgui4 192 53 regardless regardless RB work_j4jyyr4gnrbelgfykpcumrgui4 192 54 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 192 55 whether whether IN work_j4jyyr4gnrbelgfykpcumrgui4 192 56 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 192 57 subject subject NN work_j4jyyr4gnrbelgfykpcumrgui4 192 58 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 192 59 present present JJ work_j4jyyr4gnrbelgfykpcumrgui4 192 60 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 192 61 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 192 62 been be VBN work_j4jyyr4gnrbelgfykpcumrgui4 192 63 dropped drop VBN work_j4jyyr4gnrbelgfykpcumrgui4 192 64 . . . work_j4jyyr4gnrbelgfykpcumrgui4 193 1 7.3 7.3 CD work_j4jyyr4gnrbelgfykpcumrgui4 193 2 Additional additional JJ work_j4jyyr4gnrbelgfykpcumrgui4 193 3 Languages Languages NNPS work_j4jyyr4gnrbelgfykpcumrgui4 193 4 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 193 5 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 193 6 to to TO work_j4jyyr4gnrbelgfykpcumrgui4 193 7 provide provide VB work_j4jyyr4gnrbelgfykpcumrgui4 193 8 results result NNS work_j4jyyr4gnrbelgfykpcumrgui4 193 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 193 10 additional additional JJ work_j4jyyr4gnrbelgfykpcumrgui4 193 11 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 193 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 193 13 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 193 14 present present VBP work_j4jyyr4gnrbelgfykpcumrgui4 193 15 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 193 16 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 193 17 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 193 18 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 193 19 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 193 20 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 193 21 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 193 22 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 193 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 193 24 Gillenwater Gillenwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 193 25 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 193 26 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 193 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 194 1 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 194 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 194 3 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 194 4 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 194 5 G10 G10 NNP work_j4jyyr4gnrbelgfykpcumrgui4 194 6 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 194 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 194 8 using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 194 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 194 10 ConLL ConLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 194 11 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 194 12 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 194 13 Shared share VBD work_j4jyyr4gnrbelgfykpcumrgui4 194 14 Task Task NNP work_j4jyyr4gnrbelgfykpcumrgui4 194 15 data datum NNS work_j4jyyr4gnrbelgfykpcumrgui4 194 16 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 194 17 Buchholz Buchholz NNP work_j4jyyr4gnrbelgfykpcumrgui4 194 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 194 19 Marsi Marsi NNP work_j4jyyr4gnrbelgfykpcumrgui4 194 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 194 21 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 194 22 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 194 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 195 1 Fol- Fol- NNP work_j4jyyr4gnrbelgfykpcumrgui4 195 2 lowing low VBG work_j4jyyr4gnrbelgfykpcumrgui4 195 3 Gillenwater Gillenwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 195 4 et et NNP work_j4jyyr4gnrbelgfykpcumrgui4 195 5 al al NNP work_j4jyyr4gnrbelgfykpcumrgui4 195 6 . . NNP work_j4jyyr4gnrbelgfykpcumrgui4 195 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 195 8 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 195 9 train train VBP work_j4jyyr4gnrbelgfykpcumrgui4 195 10 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 195 11 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 195 12 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 195 13 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 195 14 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 195 15 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 195 16 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 195 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 195 18 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 195 19 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 195 20 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 195 21 evaluate evaluate VB work_j4jyyr4gnrbelgfykpcumrgui4 195 22 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 195 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 195 24 test test NN work_j4jyyr4gnrbelgfykpcumrgui4 195 25 set set NN work_j4jyyr4gnrbelgfykpcumrgui4 195 26 . . . work_j4jyyr4gnrbelgfykpcumrgui4 196 1 Since since IN work_j4jyyr4gnrbelgfykpcumrgui4 196 2 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 196 3 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 196 4 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 196 5 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 196 6 training training NN work_j4jyyr4gnrbelgfykpcumrgui4 196 7 regime regime NN work_j4jyyr4gnrbelgfykpcumrgui4 196 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 196 9 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 196 10 these these DT work_j4jyyr4gnrbelgfykpcumrgui4 196 11 corpora corpora NN work_j4jyyr4gnrbelgfykpcumrgui4 196 12 differ differ VBP work_j4jyyr4gnrbelgfykpcumrgui4 196 13 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 196 14 many many JJ work_j4jyyr4gnrbelgfykpcumrgui4 196 15 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 196 16 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 196 17 that that DT work_j4jyyr4gnrbelgfykpcumrgui4 196 18 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 196 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 196 20 PASCAL PASCAL NNP work_j4jyyr4gnrbelgfykpcumrgui4 196 21 challenge challenge NN work_j4jyyr4gnrbelgfykpcumrgui4 196 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 196 23 numbers number NNS work_j4jyyr4gnrbelgfykpcumrgui4 196 24 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 196 25 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 196 26 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 196 27 can- can- NN work_j4jyyr4gnrbelgfykpcumrgui4 196 28 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 196 29 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 196 30 compared compare VBN work_j4jyyr4gnrbelgfykpcumrgui4 196 31 directly directly RB work_j4jyyr4gnrbelgfykpcumrgui4 196 32 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 196 33 those those DT work_j4jyyr4gnrbelgfykpcumrgui4 196 34 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 196 35 Table table NN work_j4jyyr4gnrbelgfykpcumrgui4 196 36 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 196 37 . . . work_j4jyyr4gnrbelgfykpcumrgui4 197 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 197 2 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 197 3 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 197 4 applied apply VBN work_j4jyyr4gnrbelgfykpcumrgui4 197 5 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 197 6 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 197 7 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 197 8 Goldberg Goldberg NNP work_j4jyyr4gnrbelgfykpcumrgui4 197 9 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 197 10 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 11 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 197 12 ’s ’s POS work_j4jyyr4gnrbelgfykpcumrgui4 197 13 Hebrew hebrew JJ work_j4jyyr4gnrbelgfykpcumrgui4 197 14 corpus corpus NN work_j4jyyr4gnrbelgfykpcumrgui4 197 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 197 16 where where WRB work_j4jyyr4gnrbelgfykpcumrgui4 197 17 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 197 18 achieves achieve VBZ work_j4jyyr4gnrbelgfykpcumrgui4 197 19 an an DT work_j4jyyr4gnrbelgfykpcumrgui4 197 20 accuracy accuracy NN work_j4jyyr4gnrbelgfykpcumrgui4 197 21 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 197 22 62.1 62.1 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 23 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 197 24 trained train VBN work_j4jyyr4gnrbelgfykpcumrgui4 197 25 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 197 26 tested test VBN work_j4jyyr4gnrbelgfykpcumrgui4 197 27 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 197 28 all all DT work_j4jyyr4gnrbelgfykpcumrgui4 197 29 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 197 30 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 197 31 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 32 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 197 33 7,253 7,253 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 34 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 197 35 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 197 36 59.6 59.6 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 37 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 197 38 length length NN work_j4jyyr4gnrbelgfykpcumrgui4 197 39 15 15 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 40 ; ; : work_j4jyyr4gnrbelgfykpcumrgui4 197 41 21,422 21,422 CD work_j4jyyr4gnrbelgfykpcumrgui4 197 42 tokens token NNS work_j4jyyr4gnrbelgfykpcumrgui4 197 43 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 197 44 . . . work_j4jyyr4gnrbelgfykpcumrgui4 198 1 83 83 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 2 Arabic arabic JJ work_j4jyyr4gnrbelgfykpcumrgui4 198 3 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 198 4 Swedish swedish JJ work_j4jyyr4gnrbelgfykpcumrgui4 198 5 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 198 6 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 7 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 198 8 Childes Childes NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 9 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 198 10 Japanese japanese JJ work_j4jyyr4gnrbelgfykpcumrgui4 198 11 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 198 12 Czech czech JJ work_j4jyyr4gnrbelgfykpcumrgui4 198 13 % % NN work_j4jyyr4gnrbelgfykpcumrgui4 198 14 VERB VERB NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 15 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 16 S\N)/N S\N)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 17 56 56 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 18 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 198 19 45 45 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 20 S\N s\n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 21 52 52 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 22 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 198 23 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 24 N N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 25 44 44 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 26 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 198 27 84 84 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 28 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 29 26 26 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 30 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 31 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 32 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 33 N)/N N)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 34 29 29 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 35 S\N s\n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 36 20 20 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 37 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 38 S\N)/N S\N)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 39 19 19 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 40 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 198 41 37 37 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 42 S\N s\n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 43 25 25 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 44 ADP ADP NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 45 N\N N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 46 68 68 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 47 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 48 S\S)/N S\S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 49 49 49 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 50 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 51 S\S)/N S\S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 52 46 46 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 53 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 54 S\S)/N S\S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 55 45 45 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 56 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 57 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 58 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 59 S)\N S)\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 60 44 44 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 61 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 62 S\S)/N S\S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 63 42 42 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 64 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 65 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 66 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 67 21 21 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 68 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 69 N\N)/N N\N)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 70 25 25 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 71 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 72 N\N)/N N\N)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 73 20 20 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 74 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 75 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 76 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 77 25 25 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 78 N\N n\n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 79 23 23 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 80 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 198 81 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 82 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 83 S)/N S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 84 26 26 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 85 NOUN NOUN NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 86 N\N N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 87 50 50 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 88 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 89 91 91 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 90 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 91 79 79 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 92 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 93 89 89 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 94 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 95 73 73 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 96 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 97 74 74 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 98 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 99 35 35 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 100 N n NN work_j4jyyr4gnrbelgfykpcumrgui4 198 101 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 102 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 103 12 12 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 104 ADJ adj NN work_j4jyyr4gnrbelgfykpcumrgui4 198 105 N\N N\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 106 82 82 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 107 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 108 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 109 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 110 50 50 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 111 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 112 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 113 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 114 70 70 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 115 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 116 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 117 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 118 46 46 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 119 S s NN work_j4jyyr4gnrbelgfykpcumrgui4 198 120 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 121 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 198 122 64 64 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 123 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 124 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 198 125 N n CD work_j4jyyr4gnrbelgfykpcumrgui4 198 126 55 55 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 127 Figure figure NN work_j4jyyr4gnrbelgfykpcumrgui4 198 128 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 198 129 : : : work_j4jyyr4gnrbelgfykpcumrgui4 198 130 Partial partial JJ work_j4jyyr4gnrbelgfykpcumrgui4 198 131 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 198 132 demonstrating demonstrate VBG work_j4jyyr4gnrbelgfykpcumrgui4 198 133 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 198 134 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 198 135 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 198 136 learned learn VBD work_j4jyyr4gnrbelgfykpcumrgui4 198 137 automatically automatically RB work_j4jyyr4gnrbelgfykpcumrgui4 198 138 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 198 139 five five CD work_j4jyyr4gnrbelgfykpcumrgui4 198 140 lan- lan- NN work_j4jyyr4gnrbelgfykpcumrgui4 198 141 guages guage NNS work_j4jyyr4gnrbelgfykpcumrgui4 198 142 . . . work_j4jyyr4gnrbelgfykpcumrgui4 199 1 For for IN work_j4jyyr4gnrbelgfykpcumrgui4 199 2 ease ease NN work_j4jyyr4gnrbelgfykpcumrgui4 199 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 199 4 comparison comparison NN work_j4jyyr4gnrbelgfykpcumrgui4 199 5 between between IN work_j4jyyr4gnrbelgfykpcumrgui4 199 6 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 199 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 199 8 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 199 9 use use VBP work_j4jyyr4gnrbelgfykpcumrgui4 199 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 199 11 universal universal JJ work_j4jyyr4gnrbelgfykpcumrgui4 199 12 tag tag NN work_j4jyyr4gnrbelgfykpcumrgui4 199 13 label label NN work_j4jyyr4gnrbelgfykpcumrgui4 199 14 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 199 15 Verb Verb NNP work_j4jyyr4gnrbelgfykpcumrgui4 199 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 199 17 Adposition Adposition NNP work_j4jyyr4gnrbelgfykpcumrgui4 199 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 199 19 Noun Noun NNP work_j4jyyr4gnrbelgfykpcumrgui4 199 20 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 199 21 Adjective Adjective NNP work_j4jyyr4gnrbelgfykpcumrgui4 199 22 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 199 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 200 1 Shown show VBN work_j4jyyr4gnrbelgfykpcumrgui4 200 2 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 200 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 200 4 most most RBS work_j4jyyr4gnrbelgfykpcumrgui4 200 5 common common JJ work_j4jyyr4gnrbelgfykpcumrgui4 200 6 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 200 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 200 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 200 9 fraction fraction NN work_j4jyyr4gnrbelgfykpcumrgui4 200 10 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 200 11 occurrences occurrence NNS work_j4jyyr4gnrbelgfykpcumrgui4 200 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 200 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 200 14 tag tag NN work_j4jyyr4gnrbelgfykpcumrgui4 200 15 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 200 16 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 200 17 assigned assign VBN work_j4jyyr4gnrbelgfykpcumrgui4 200 18 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 200 19 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 200 20 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 200 21 according accord VBG work_j4jyyr4gnrbelgfykpcumrgui4 200 22 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 200 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 200 24 Viterbi Viterbi NNP work_j4jyyr4gnrbelgfykpcumrgui4 200 25 parses parse NNS work_j4jyyr4gnrbelgfykpcumrgui4 200 26 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 200 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 201 1 8 8 CD work_j4jyyr4gnrbelgfykpcumrgui4 201 2 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 201 3 Induced induced JJ work_j4jyyr4gnrbelgfykpcumrgui4 201 4 Lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 201 5 Since since IN work_j4jyyr4gnrbelgfykpcumrgui4 201 6 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 201 7 approach approach NN work_j4jyyr4gnrbelgfykpcumrgui4 201 8 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 201 9 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 201 10 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 201 11 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 201 12 lexicalized lexicalized JJ work_j4jyyr4gnrbelgfykpcumrgui4 201 13 for- for- IN work_j4jyyr4gnrbelgfykpcumrgui4 201 14 malism malism NN work_j4jyyr4gnrbelgfykpcumrgui4 201 15 such such JJ work_j4jyyr4gnrbelgfykpcumrgui4 201 16 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 201 17 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 201 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 201 19 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 201 20 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 201 21 automatically automatically RB work_j4jyyr4gnrbelgfykpcumrgui4 201 22 in- in- VBD work_j4jyyr4gnrbelgfykpcumrgui4 201 23 duces duce VBZ work_j4jyyr4gnrbelgfykpcumrgui4 201 24 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 201 25 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 201 26 pair pair VBP work_j4jyyr4gnrbelgfykpcumrgui4 201 27 words word NNS work_j4jyyr4gnrbelgfykpcumrgui4 201 28 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 201 29 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 201 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 201 31 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 201 32 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 201 33 case case NN work_j4jyyr4gnrbelgfykpcumrgui4 201 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 201 35 POS- POS- NNP work_j4jyyr4gnrbelgfykpcumrgui4 201 36 tags tag NNS work_j4jyyr4gnrbelgfykpcumrgui4 201 37 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 201 38 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 201 39 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 201 40 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 201 41 specific specific JJ work_j4jyyr4gnrbelgfykpcumrgui4 201 42 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 201 43 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 201 44 capture capture VBP work_j4jyyr4gnrbelgfykpcumrgui4 201 45 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 201 46 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 201 47 behavior behavior NN work_j4jyyr4gnrbelgfykpcumrgui4 201 48 . . . work_j4jyyr4gnrbelgfykpcumrgui4 202 1 If if IN work_j4jyyr4gnrbelgfykpcumrgui4 202 2 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 202 3 approach approach NN work_j4jyyr4gnrbelgfykpcumrgui4 202 4 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 202 5 success- success- JJ work_j4jyyr4gnrbelgfykpcumrgui4 202 6 ful ful JJ work_j4jyyr4gnrbelgfykpcumrgui4 202 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 202 8 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 202 9 should should MD work_j4jyyr4gnrbelgfykpcumrgui4 202 10 learn learn VB work_j4jyyr4gnrbelgfykpcumrgui4 202 11 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 202 12 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 202 13 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 202 14 properties property NNS work_j4jyyr4gnrbelgfykpcumrgui4 202 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 202 16 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 202 17 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 202 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 202 19 which which WDT work_j4jyyr4gnrbelgfykpcumrgui4 202 20 will will MD work_j4jyyr4gnrbelgfykpcumrgui4 202 21 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 202 22 reflected reflect VBN work_j4jyyr4gnrbelgfykpcumrgui4 202 23 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 202 24 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 202 25 corre- corre- NN work_j4jyyr4gnrbelgfykpcumrgui4 202 26 sponding sponde VBG work_j4jyyr4gnrbelgfykpcumrgui4 202 27 lexicon lexicon NN work_j4jyyr4gnrbelgfykpcumrgui4 202 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 203 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 203 2 Figure figure NN work_j4jyyr4gnrbelgfykpcumrgui4 203 3 3 3 CD work_j4jyyr4gnrbelgfykpcumrgui4 203 4 one one NN work_j4jyyr4gnrbelgfykpcumrgui4 203 5 sees see VBZ work_j4jyyr4gnrbelgfykpcumrgui4 203 6 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 203 7 verbs verb NNS work_j4jyyr4gnrbelgfykpcumrgui4 203 8 subcategorize subcategorize VBP work_j4jyyr4gnrbelgfykpcumrgui4 203 9 differently differently RB work_j4jyyr4gnrbelgfykpcumrgui4 203 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 203 11 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 203 12 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 203 13 ordering ordering NN work_j4jyyr4gnrbelgfykpcumrgui4 203 14 differs differ NNS work_j4jyyr4gnrbelgfykpcumrgui4 203 15 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 203 16 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 203 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 203 18 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 203 19 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 203 20 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 203 21 attachment attachment NN work_j4jyyr4gnrbelgfykpcumrgui4 203 22 structures structure NNS work_j4jyyr4gnrbelgfykpcumrgui4 203 23 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 203 24 prepositions preposition NNS work_j4jyyr4gnrbelgfykpcumrgui4 203 25 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 203 26 automatically automatically RB work_j4jyyr4gnrbelgfykpcumrgui4 203 27 discovered discover VBN work_j4jyyr4gnrbelgfykpcumrgui4 203 28 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 203 29 differ differ VBP work_j4jyyr4gnrbelgfykpcumrgui4 203 30 across across IN work_j4jyyr4gnrbelgfykpcumrgui4 203 31 languages language NNS work_j4jyyr4gnrbelgfykpcumrgui4 203 32 . . . work_j4jyyr4gnrbelgfykpcumrgui4 204 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 204 2 Arabic Arabic NNP work_j4jyyr4gnrbelgfykpcumrgui4 204 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 204 4 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 204 5 example example NN work_j4jyyr4gnrbelgfykpcumrgui4 204 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 204 7 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 204 8 sys- sys- NNP work_j4jyyr4gnrbelgfykpcumrgui4 204 9 tem tem NN work_j4jyyr4gnrbelgfykpcumrgui4 204 10 learns learn VBZ work_j4jyyr4gnrbelgfykpcumrgui4 204 11 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 204 12 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 204 13 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 204 14 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 204 15 variable variable JJ work_j4jyyr4gnrbelgfykpcumrgui4 204 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 204 17 therefore therefore RB work_j4jyyr4gnrbelgfykpcumrgui4 204 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 204 19 verb verb NN work_j4jyyr4gnrbelgfykpcumrgui4 204 20 must must MD work_j4jyyr4gnrbelgfykpcumrgui4 204 21 allow allow VB work_j4jyyr4gnrbelgfykpcumrgui4 204 22 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 204 23 both both CC work_j4jyyr4gnrbelgfykpcumrgui4 204 24 SVO SVO NNP work_j4jyyr4gnrbelgfykpcumrgui4 204 25 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 204 26 VOS VOS NNP work_j4jyyr4gnrbelgfykpcumrgui4 204 27 style style NN work_j4jyyr4gnrbelgfykpcumrgui4 204 28 constructions construction NNS work_j4jyyr4gnrbelgfykpcumrgui4 204 29 . . . work_j4jyyr4gnrbelgfykpcumrgui4 205 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 205 2 generally generally RB work_j4jyyr4gnrbelgfykpcumrgui4 205 3 learn learn VBP work_j4jyyr4gnrbelgfykpcumrgui4 205 4 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 205 5 adpositions adposition NNS work_j4jyyr4gnrbelgfykpcumrgui4 205 6 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 205 7 prepositions preposition NNS work_j4jyyr4gnrbelgfykpcumrgui4 205 8 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 205 9 postpositions postposition NNS work_j4jyyr4gnrbelgfykpcumrgui4 205 10 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 205 11 take take VBP work_j4jyyr4gnrbelgfykpcumrgui4 205 12 nouns noun NNS work_j4jyyr4gnrbelgfykpcumrgui4 205 13 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 205 14 argu- argu- NN work_j4jyyr4gnrbelgfykpcumrgui4 205 15 ments ment NNS work_j4jyyr4gnrbelgfykpcumrgui4 205 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 206 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 206 2 Czech Czech NNP work_j4jyyr4gnrbelgfykpcumrgui4 206 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 206 4 PPs pp NNS work_j4jyyr4gnrbelgfykpcumrgui4 206 5 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 206 6 appear appear VB work_j4jyyr4gnrbelgfykpcumrgui4 206 7 before before RB work_j4jyyr4gnrbelgfykpcumrgui4 206 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 206 9 after after IN work_j4jyyr4gnrbelgfykpcumrgui4 206 10 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 206 11 verb verb NN work_j4jyyr4gnrbelgfykpcumrgui4 206 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 206 13 leading lead VBG work_j4jyyr4gnrbelgfykpcumrgui4 206 14 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 206 15 two two CD work_j4jyyr4gnrbelgfykpcumrgui4 206 16 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 206 17 categories category NNS work_j4jyyr4gnrbelgfykpcumrgui4 206 18 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 206 19 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 206 20 S\S)/N S\S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 206 21 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 206 22 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 206 23 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 206 24 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 206 25 S)/N S)/N NNP work_j4jyyr4gnrbelgfykpcumrgui4 206 26 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 206 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 207 1 Japanese Japanese NNP work_j4jyyr4gnrbelgfykpcumrgui4 207 2 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 207 3 postpositions postposition NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 4 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 207 5 ap- ap- CD work_j4jyyr4gnrbelgfykpcumrgui4 207 6 pear pear NN work_j4jyyr4gnrbelgfykpcumrgui4 207 7 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 207 8 preverbal preverbal JJ work_j4jyyr4gnrbelgfykpcumrgui4 207 9 position position NN work_j4jyyr4gnrbelgfykpcumrgui4 207 10 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 11 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 12 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 207 13 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 207 14 S)\N S)\N NNP work_j4jyyr4gnrbelgfykpcumrgui4 207 15 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 207 17 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 207 18 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 207 19 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 207 20 category category NN work_j4jyyr4gnrbelgfykpcumrgui4 207 21 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 207 22 assigned assign VBN work_j4jyyr4gnrbelgfykpcumrgui4 207 23 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 207 24 nominal nominal JJ work_j4jyyr4gnrbelgfykpcumrgui4 207 25 particles particle NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 26 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 207 27 cor- cor- RB work_j4jyyr4gnrbelgfykpcumrgui4 207 28 respond respond VB work_j4jyyr4gnrbelgfykpcumrgui4 207 29 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 207 30 case case NN work_j4jyyr4gnrbelgfykpcumrgui4 207 31 markers marker NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 207 33 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 207 34 effectively effectively RB work_j4jyyr4gnrbelgfykpcumrgui4 207 35 absorbs absorb VBZ work_j4jyyr4gnrbelgfykpcumrgui4 207 36 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 207 37 noun noun NN work_j4jyyr4gnrbelgfykpcumrgui4 207 38 , , , work_j4jyyr4gnrbelgfykpcumrgui4 207 39 leading lead VBG work_j4jyyr4gnrbelgfykpcumrgui4 207 40 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 207 41 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 207 42 preference preference NN work_j4jyyr4gnrbelgfykpcumrgui4 207 43 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 207 44 verbs verb NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 45 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 207 46 do do VBP work_j4jyyr4gnrbelgfykpcumrgui4 207 47 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 207 48 take take VB work_j4jyyr4gnrbelgfykpcumrgui4 207 49 any any DT work_j4jyyr4gnrbelgfykpcumrgui4 207 50 arguments argument NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 51 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 52 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 207 53 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 54 , , , work_j4jyyr4gnrbelgfykpcumrgui4 207 55 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 207 56 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 207 57 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 207 58 misanalysis misanalysis NN work_j4jyyr4gnrbelgfykpcumrgui4 207 59 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 207 60 ad- ad- DT work_j4jyyr4gnrbelgfykpcumrgui4 207 61 jectives jective NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 62 as as IN work_j4jyyr4gnrbelgfykpcumrgui4 207 63 verb verb JJ work_j4jyyr4gnrbelgfykpcumrgui4 207 64 modifiers modifier NNS work_j4jyyr4gnrbelgfykpcumrgui4 207 65 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 66 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 207 67 / / SYM work_j4jyyr4gnrbelgfykpcumrgui4 207 68 S S NNP work_j4jyyr4gnrbelgfykpcumrgui4 207 69 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 207 70 . . . work_j4jyyr4gnrbelgfykpcumrgui4 208 1 Our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 208 2 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 208 3 also also RB work_j4jyyr4gnrbelgfykpcumrgui4 208 4 reflect reflect VBP work_j4jyyr4gnrbelgfykpcumrgui4 208 5 differences difference NNS work_j4jyyr4gnrbelgfykpcumrgui4 208 6 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 208 7 style style NN work_j4jyyr4gnrbelgfykpcumrgui4 208 8 : : : work_j4jyyr4gnrbelgfykpcumrgui4 208 9 while while IN work_j4jyyr4gnrbelgfykpcumrgui4 208 10 Childes Childes NNP work_j4jyyr4gnrbelgfykpcumrgui4 208 11 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 208 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 208 13 WSJ WSJ NNP work_j4jyyr4gnrbelgfykpcumrgui4 208 14 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 208 15 both both DT work_j4jyyr4gnrbelgfykpcumrgui4 208 16 English English NNP work_j4jyyr4gnrbelgfykpcumrgui4 208 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 208 18 they -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 208 19 represent represent VBP work_j4jyyr4gnrbelgfykpcumrgui4 208 20 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 208 21 different different JJ work_j4jyyr4gnrbelgfykpcumrgui4 208 22 registers register NNS work_j4jyyr4gnrbelgfykpcumrgui4 208 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 209 1 We -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 209 2 learn learn VBP work_j4jyyr4gnrbelgfykpcumrgui4 209 3 that that IN work_j4jyyr4gnrbelgfykpcumrgui4 209 4 subjects subject NNS work_j4jyyr4gnrbelgfykpcumrgui4 209 5 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 209 6 mostly mostly RB work_j4jyyr4gnrbelgfykpcumrgui4 209 7 absent absent JJ work_j4jyyr4gnrbelgfykpcumrgui4 209 8 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 209 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 209 10 informal informal JJ work_j4jyyr4gnrbelgfykpcumrgui4 209 11 speech speech NN work_j4jyyr4gnrbelgfykpcumrgui4 209 12 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 209 13 child child NN work_j4jyyr4gnrbelgfykpcumrgui4 209 14 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 209 15 directed direct VBN work_j4jyyr4gnrbelgfykpcumrgui4 209 16 instructions instruction NNS work_j4jyyr4gnrbelgfykpcumrgui4 209 17 contained contain VBN work_j4jyyr4gnrbelgfykpcumrgui4 209 18 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 209 19 Childes Childes NNP work_j4jyyr4gnrbelgfykpcumrgui4 209 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 209 21 while while IN work_j4jyyr4gnrbelgfykpcumrgui4 209 22 effectively effectively RB work_j4jyyr4gnrbelgfykpcumrgui4 209 23 mandatory mandatory JJ work_j4jyyr4gnrbelgfykpcumrgui4 209 24 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 209 25 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 209 26 Wall Wall NNP work_j4jyyr4gnrbelgfykpcumrgui4 209 27 Street Street NNP work_j4jyyr4gnrbelgfykpcumrgui4 209 28 Journal Journal NNP work_j4jyyr4gnrbelgfykpcumrgui4 209 29 . . . work_j4jyyr4gnrbelgfykpcumrgui4 210 1 9 9 CD work_j4jyyr4gnrbelgfykpcumrgui4 210 2 Conclusions conclusion NNS work_j4jyyr4gnrbelgfykpcumrgui4 210 3 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 210 4 paper paper NN work_j4jyyr4gnrbelgfykpcumrgui4 210 5 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 210 6 introduced introduce VBN work_j4jyyr4gnrbelgfykpcumrgui4 210 7 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 210 8 novel novel JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 9 factorization factorization NN work_j4jyyr4gnrbelgfykpcumrgui4 210 10 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 210 11 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 210 12 models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 210 13 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 210 14 showed show VBD work_j4jyyr4gnrbelgfykpcumrgui4 210 15 how how WRB work_j4jyyr4gnrbelgfykpcumrgui4 210 16 when when WRB work_j4jyyr4gnrbelgfykpcumrgui4 210 17 combined combine VBN work_j4jyyr4gnrbelgfykpcumrgui4 210 18 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 210 19 non non JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 20 - - JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 21 parametric parametric JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 22 Bayesian bayesian JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 23 statistics statistic NNS work_j4jyyr4gnrbelgfykpcumrgui4 210 24 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 210 25 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 210 26 compete compete VB work_j4jyyr4gnrbelgfykpcumrgui4 210 27 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 210 28 every every DT work_j4jyyr4gnrbelgfykpcumrgui4 210 29 other other JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 30 grammar grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 210 31 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 210 32 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 210 33 cur- cur- NN work_j4jyyr4gnrbelgfykpcumrgui4 210 34 rently rently RB work_j4jyyr4gnrbelgfykpcumrgui4 210 35 available available JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 36 , , , work_j4jyyr4gnrbelgfykpcumrgui4 210 37 including include VBG work_j4jyyr4gnrbelgfykpcumrgui4 210 38 those those DT work_j4jyyr4gnrbelgfykpcumrgui4 210 39 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 210 40 capture capture VBP work_j4jyyr4gnrbelgfykpcumrgui4 210 41 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 210 42 sig- sig- RB work_j4jyyr4gnrbelgfykpcumrgui4 210 43 nificant nificant JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 44 amount amount NN work_j4jyyr4gnrbelgfykpcumrgui4 210 45 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 210 46 prior prior JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 47 linguistic linguistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 210 48 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 210 49 . . . work_j4jyyr4gnrbelgfykpcumrgui4 211 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 211 2 use use NN work_j4jyyr4gnrbelgfykpcumrgui4 211 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 211 4 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 211 5 powerful powerful JJ work_j4jyyr4gnrbelgfykpcumrgui4 211 6 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 211 7 formalism formalism NN work_j4jyyr4gnrbelgfykpcumrgui4 211 8 proves prove VBZ work_j4jyyr4gnrbelgfykpcumrgui4 211 9 ben- ben- NNP work_j4jyyr4gnrbelgfykpcumrgui4 211 10 eficial eficial JJ work_j4jyyr4gnrbelgfykpcumrgui4 211 11 both both CC work_j4jyyr4gnrbelgfykpcumrgui4 211 12 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 211 13 terms term NNS work_j4jyyr4gnrbelgfykpcumrgui4 211 14 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 211 15 requiring require VBG work_j4jyyr4gnrbelgfykpcumrgui4 211 16 very very RB work_j4jyyr4gnrbelgfykpcumrgui4 211 17 limited limited JJ work_j4jyyr4gnrbelgfykpcumrgui4 211 18 uni- uni- JJ work_j4jyyr4gnrbelgfykpcumrgui4 211 19 versal versal NN work_j4jyyr4gnrbelgfykpcumrgui4 211 20 knowledge knowledge NN work_j4jyyr4gnrbelgfykpcumrgui4 211 21 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 211 22 robustness robustness NN work_j4jyyr4gnrbelgfykpcumrgui4 211 23 at at IN work_j4jyyr4gnrbelgfykpcumrgui4 211 24 longer long JJR work_j4jyyr4gnrbelgfykpcumrgui4 211 25 sentence sentence NN work_j4jyyr4gnrbelgfykpcumrgui4 211 26 lengths length NNS work_j4jyyr4gnrbelgfykpcumrgui4 211 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 212 1 Unlike unlike IN work_j4jyyr4gnrbelgfykpcumrgui4 212 2 standard standard JJ work_j4jyyr4gnrbelgfykpcumrgui4 212 3 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 212 4 induction induction NN work_j4jyyr4gnrbelgfykpcumrgui4 212 5 sys- sys- NNP work_j4jyyr4gnrbelgfykpcumrgui4 212 6 tems tem NNS work_j4jyyr4gnrbelgfykpcumrgui4 212 7 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 212 8 are be VBP work_j4jyyr4gnrbelgfykpcumrgui4 212 9 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 212 10 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 212 11 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 212 12 grammar grammar NN work_j4jyyr4gnrbelgfykpcumrgui4 212 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 212 14 our -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 212 15 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 212 16 returns return VBZ work_j4jyyr4gnrbelgfykpcumrgui4 212 17 linguistically linguistically RB work_j4jyyr4gnrbelgfykpcumrgui4 212 18 interpretable interpretable JJ work_j4jyyr4gnrbelgfykpcumrgui4 212 19 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 212 20 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 212 21 each each DT work_j4jyyr4gnrbelgfykpcumrgui4 212 22 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 212 23 that that WDT work_j4jyyr4gnrbelgfykpcumrgui4 212 24 demonstrate demonstrate VBP work_j4jyyr4gnrbelgfykpcumrgui4 212 25 it -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 212 26 has have VBZ work_j4jyyr4gnrbelgfykpcumrgui4 212 27 discov- discov- RB work_j4jyyr4gnrbelgfykpcumrgui4 212 28 ered ere VBN work_j4jyyr4gnrbelgfykpcumrgui4 212 29 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 212 30 basic basic JJ work_j4jyyr4gnrbelgfykpcumrgui4 212 31 word word NN work_j4jyyr4gnrbelgfykpcumrgui4 212 32 order order NN work_j4jyyr4gnrbelgfykpcumrgui4 212 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 213 1 Of of IN work_j4jyyr4gnrbelgfykpcumrgui4 213 2 particular particular JJ work_j4jyyr4gnrbelgfykpcumrgui4 213 3 note note NN work_j4jyyr4gnrbelgfykpcumrgui4 213 4 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 213 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 213 6 simplicity simplicity NN work_j4jyyr4gnrbelgfykpcumrgui4 213 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 213 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 213 9 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 213 10 both both CC work_j4jyyr4gnrbelgfykpcumrgui4 213 11 algorithmically algorithmically RB work_j4jyyr4gnrbelgfykpcumrgui4 213 12 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 213 13 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 213 14 terms term NNS work_j4jyyr4gnrbelgfykpcumrgui4 213 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 213 16 implementation implementation NN work_j4jyyr4gnrbelgfykpcumrgui4 213 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 214 1 By by IN work_j4jyyr4gnrbelgfykpcumrgui4 214 2 not not RB work_j4jyyr4gnrbelgfykpcumrgui4 214 3 faltering falter VBG work_j4jyyr4gnrbelgfykpcumrgui4 214 4 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 214 5 longer long JJR work_j4jyyr4gnrbelgfykpcumrgui4 214 6 sentences sentence NNS work_j4jyyr4gnrbelgfykpcumrgui4 214 7 or or CC work_j4jyyr4gnrbelgfykpcumrgui4 214 8 requiring require VBG work_j4jyyr4gnrbelgfykpcumrgui4 214 9 extensive extensive JJ work_j4jyyr4gnrbelgfykpcumrgui4 214 10 tuning tuning NN work_j4jyyr4gnrbelgfykpcumrgui4 214 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 214 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 214 13 system system NN work_j4jyyr4gnrbelgfykpcumrgui4 214 14 can can MD work_j4jyyr4gnrbelgfykpcumrgui4 214 15 be be VB work_j4jyyr4gnrbelgfykpcumrgui4 214 16 easily easily RB work_j4jyyr4gnrbelgfykpcumrgui4 214 17 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 214 18 quickly quickly RB work_j4jyyr4gnrbelgfykpcumrgui4 214 19 deployed deploy VBD work_j4jyyr4gnrbelgfykpcumrgui4 214 20 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 214 21 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 214 22 new new JJ work_j4jyyr4gnrbelgfykpcumrgui4 214 23 lan- lan- NN work_j4jyyr4gnrbelgfykpcumrgui4 214 24 guage guage NN work_j4jyyr4gnrbelgfykpcumrgui4 214 25 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 214 26 return return VB work_j4jyyr4gnrbelgfykpcumrgui4 214 27 state state NN work_j4jyyr4gnrbelgfykpcumrgui4 214 28 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 214 29 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 214 30 art art NN work_j4jyyr4gnrbelgfykpcumrgui4 214 31 performance performance NN work_j4jyyr4gnrbelgfykpcumrgui4 214 32 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 214 33 easily easily RB work_j4jyyr4gnrbelgfykpcumrgui4 214 34 interpretable interpretable JJ work_j4jyyr4gnrbelgfykpcumrgui4 214 35 lexicons lexicon NNS work_j4jyyr4gnrbelgfykpcumrgui4 214 36 . . . work_j4jyyr4gnrbelgfykpcumrgui4 215 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 215 2 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 215 3 paper paper NN work_j4jyyr4gnrbelgfykpcumrgui4 215 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 215 5 we -PRON- PRP work_j4jyyr4gnrbelgfykpcumrgui4 215 6 have have VBP work_j4jyyr4gnrbelgfykpcumrgui4 215 7 applied apply VBN work_j4jyyr4gnrbelgfykpcumrgui4 215 8 this this DT work_j4jyyr4gnrbelgfykpcumrgui4 215 9 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 215 10 only only RB work_j4jyyr4gnrbelgfykpcumrgui4 215 11 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 215 12 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 215 13 restricted restrict VBN work_j4jyyr4gnrbelgfykpcumrgui4 215 14 fragment fragment NN work_j4jyyr4gnrbelgfykpcumrgui4 215 15 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 215 16 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 215 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 215 18 but but CC work_j4jyyr4gnrbelgfykpcumrgui4 215 19 future future JJ work_j4jyyr4gnrbelgfykpcumrgui4 215 20 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 215 21 will will MD work_j4jyyr4gnrbelgfykpcumrgui4 215 22 address address VB work_j4jyyr4gnrbelgfykpcumrgui4 215 23 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 215 24 impact impact NN work_j4jyyr4gnrbelgfykpcumrgui4 215 25 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 215 26 lex- lex- DT work_j4jyyr4gnrbelgfykpcumrgui4 215 27 icalization icalization NN work_j4jyyr4gnrbelgfykpcumrgui4 215 28 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 215 29 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 215 30 inclusion inclusion NN work_j4jyyr4gnrbelgfykpcumrgui4 215 31 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 215 32 richer rich JJR work_j4jyyr4gnrbelgfykpcumrgui4 215 33 combinators combinator NNS work_j4jyyr4gnrbelgfykpcumrgui4 215 34 . . . work_j4jyyr4gnrbelgfykpcumrgui4 216 1 10 10 CD work_j4jyyr4gnrbelgfykpcumrgui4 216 2 Acknowledgements acknowledgement NNS work_j4jyyr4gnrbelgfykpcumrgui4 216 3 This this DT work_j4jyyr4gnrbelgfykpcumrgui4 216 4 work work NN work_j4jyyr4gnrbelgfykpcumrgui4 216 5 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 216 6 supported support VBN work_j4jyyr4gnrbelgfykpcumrgui4 216 7 by by IN work_j4jyyr4gnrbelgfykpcumrgui4 216 8 NSF NSF NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 9 CAREER CAREER NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 10 award award NN work_j4jyyr4gnrbelgfykpcumrgui4 216 11 1053856 1053856 CD work_j4jyyr4gnrbelgfykpcumrgui4 216 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 216 13 Bayesian Bayesian NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 14 Models Models NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 15 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 216 16 Lexicalized Lexicalized NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 17 Gram- Gram- NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 18 mars mars NNP work_j4jyyr4gnrbelgfykpcumrgui4 216 19 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 216 20 . . . work_j4jyyr4gnrbelgfykpcumrgui4 217 1 84 84 CD work_j4jyyr4gnrbelgfykpcumrgui4 217 2 References References NNPS work_j4jyyr4gnrbelgfykpcumrgui4 217 3 Taylor Taylor NNP work_j4jyyr4gnrbelgfykpcumrgui4 217 4 Berg Berg NNP work_j4jyyr4gnrbelgfykpcumrgui4 217 5 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 217 6 Kirkpatrick Kirkpatrick NNP work_j4jyyr4gnrbelgfykpcumrgui4 217 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 217 8 Dan Dan NNP work_j4jyyr4gnrbelgfykpcumrgui4 217 9 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 217 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 218 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 218 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 219 1 Phyloge- Phyloge- NNP work_j4jyyr4gnrbelgfykpcumrgui4 219 2 netic netic JJ work_j4jyyr4gnrbelgfykpcumrgui4 219 3 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 219 4 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 219 5 . . . work_j4jyyr4gnrbelgfykpcumrgui4 220 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 220 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 220 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 220 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 220 5 48th 48th JJ work_j4jyyr4gnrbelgfykpcumrgui4 220 6 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 7 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 220 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 220 10 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 11 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 220 12 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 13 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 220 15 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 220 16 1288–1297 1288–1297 CD work_j4jyyr4gnrbelgfykpcumrgui4 220 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 220 18 Uppsala Uppsala NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 220 20 Sweden Sweden NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 220 22 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 220 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 221 1 Christopher Christopher NNP work_j4jyyr4gnrbelgfykpcumrgui4 221 2 Bishop Bishop NNP work_j4jyyr4gnrbelgfykpcumrgui4 221 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 222 1 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 222 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 223 1 Pattern Pattern NNP work_j4jyyr4gnrbelgfykpcumrgui4 223 2 Recognition Recognition NNP work_j4jyyr4gnrbelgfykpcumrgui4 223 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 223 4 Ma- Ma- NNP work_j4jyyr4gnrbelgfykpcumrgui4 223 5 chine chine NN work_j4jyyr4gnrbelgfykpcumrgui4 223 6 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 223 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 224 1 Springer Springer NNP work_j4jyyr4gnrbelgfykpcumrgui4 224 2 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 224 3 Verlag Verlag NNP work_j4jyyr4gnrbelgfykpcumrgui4 224 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 224 5 August August NNP work_j4jyyr4gnrbelgfykpcumrgui4 224 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 225 1 Yonatan Yonatan NNP work_j4jyyr4gnrbelgfykpcumrgui4 225 2 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 225 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 225 4 Julia Julia NNP work_j4jyyr4gnrbelgfykpcumrgui4 225 5 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 225 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 226 1 2012a 2012a CD work_j4jyyr4gnrbelgfykpcumrgui4 226 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 227 1 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 227 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 227 3 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 227 4 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 227 5 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 227 6 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 227 7 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 227 8 Grammars Grammars NNPS work_j4jyyr4gnrbelgfykpcumrgui4 227 9 . . . work_j4jyyr4gnrbelgfykpcumrgui4 228 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 228 2 NAACL NAACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 3 HLT HLT NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 4 Workshop Workshop NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 5 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 228 6 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 228 8 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 9 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 228 11 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 228 12 90–95 90–95 CD work_j4jyyr4gnrbelgfykpcumrgui4 228 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 228 14 Montréal Montréal NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 228 16 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 228 18 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 228 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 229 1 Yonatan Yonatan NNP work_j4jyyr4gnrbelgfykpcumrgui4 229 2 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 229 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 229 4 Julia Julia NNP work_j4jyyr4gnrbelgfykpcumrgui4 229 5 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 229 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 230 1 2012b 2012b CD work_j4jyyr4gnrbelgfykpcumrgui4 230 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 231 1 Simple Simple NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 2 Robust Robust NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 3 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 4 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 5 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 231 6 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 7 Cate- Cate- NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 8 gorial gorial NN work_j4jyyr4gnrbelgfykpcumrgui4 231 9 Grammars Grammars NNP work_j4jyyr4gnrbelgfykpcumrgui4 231 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 232 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 232 2 Proceedings Proceedings NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 232 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 232 5 Twenty Twenty NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 6 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 232 7 Sixth Sixth NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 8 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 232 10 Artificial Artificial NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 11 Intelligence Intelligence NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 232 13 AAAI-12 AAAI-12 NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 232 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 232 16 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 232 17 1643–1649 1643–1649 CD work_j4jyyr4gnrbelgfykpcumrgui4 232 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 232 19 Toronto Toronto NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 232 21 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 232 23 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 232 24 . . . work_j4jyyr4gnrbelgfykpcumrgui4 233 1 David David NNP work_j4jyyr4gnrbelgfykpcumrgui4 233 2 M M NNP work_j4jyyr4gnrbelgfykpcumrgui4 233 3 Blei Blei NNP work_j4jyyr4gnrbelgfykpcumrgui4 233 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 233 5 Michael Michael NNP work_j4jyyr4gnrbelgfykpcumrgui4 233 6 I I NNP work_j4jyyr4gnrbelgfykpcumrgui4 233 7 Jordan Jordan NNP work_j4jyyr4gnrbelgfykpcumrgui4 233 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 234 1 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 234 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 235 1 Variational variational JJ work_j4jyyr4gnrbelgfykpcumrgui4 235 2 Methods method NNS work_j4jyyr4gnrbelgfykpcumrgui4 235 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 235 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 235 5 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 235 6 Process Process NNP work_j4jyyr4gnrbelgfykpcumrgui4 235 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 236 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 236 2 Proceedings Proceedings NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 236 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 236 5 Twenty Twenty NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 6 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 236 7 First First NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 8 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 9 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 10 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 236 11 Machine Machine NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 12 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 13 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 236 14 ICML ICML NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 15 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 236 16 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 236 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 236 18 Banff Banff NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 236 20 Alberta Alberta NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 236 22 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 236 24 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 236 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 237 1 Phil Phil NNP work_j4jyyr4gnrbelgfykpcumrgui4 237 2 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 237 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 237 4 Trevor Trevor NNP work_j4jyyr4gnrbelgfykpcumrgui4 237 5 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 237 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 238 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 238 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 239 1 Unsupervised unsupervise VBD work_j4jyyr4gnrbelgfykpcumrgui4 239 2 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 239 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 239 4 Tree Tree NNP work_j4jyyr4gnrbelgfykpcumrgui4 239 5 Substitution Substitution NNP work_j4jyyr4gnrbelgfykpcumrgui4 239 6 Grammars Grammars NNP work_j4jyyr4gnrbelgfykpcumrgui4 239 7 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 239 8 Depen- Depen- NNP work_j4jyyr4gnrbelgfykpcumrgui4 239 9 dency dency NN work_j4jyyr4gnrbelgfykpcumrgui4 239 10 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 239 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 240 1 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 240 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 240 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 240 4 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 240 5 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 6 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 240 7 Empirical Empirical NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 8 Methods Methods NNPS work_j4jyyr4gnrbelgfykpcumrgui4 240 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 240 10 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 11 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 12 Process- Process- NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 13 ing ing NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 240 15 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 240 16 1204–1213 1204–1213 CD work_j4jyyr4gnrbelgfykpcumrgui4 240 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 240 18 October October NNP work_j4jyyr4gnrbelgfykpcumrgui4 240 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 241 1 Prachya Prachya NNP work_j4jyyr4gnrbelgfykpcumrgui4 241 2 Boonkwan Boonkwan NNP work_j4jyyr4gnrbelgfykpcumrgui4 241 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 241 4 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 241 5 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 241 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 242 1 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 242 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 243 1 Gram- Gram- NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 2 mar mar NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 3 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 4 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 243 5 Text Text NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 6 Using Using NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 7 Small Small NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 8 Syntactic Syntactic NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 9 Proto- Proto- NNP work_j4jyyr4gnrbelgfykpcumrgui4 243 10 types type NNS work_j4jyyr4gnrbelgfykpcumrgui4 243 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 244 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 244 2 Proceedings Proceedings NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 244 4 5th 5th JJ work_j4jyyr4gnrbelgfykpcumrgui4 244 5 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 6 Joint Joint NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 7 Con- Con- NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 8 ference ference NN work_j4jyyr4gnrbelgfykpcumrgui4 244 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 244 10 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 11 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 12 Processing Processing NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 244 14 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 244 15 438 438 CD work_j4jyyr4gnrbelgfykpcumrgui4 244 16 – – : work_j4jyyr4gnrbelgfykpcumrgui4 244 17 446 446 CD work_j4jyyr4gnrbelgfykpcumrgui4 244 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 244 19 Chiang Chiang NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 20 Mai Mai NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 244 22 Thailand Thailand NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 244 24 November November NNP work_j4jyyr4gnrbelgfykpcumrgui4 244 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 245 1 Sabine Sabine NNP work_j4jyyr4gnrbelgfykpcumrgui4 245 2 Buchholz Buchholz NNP work_j4jyyr4gnrbelgfykpcumrgui4 245 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 245 4 Erwin Erwin NNP work_j4jyyr4gnrbelgfykpcumrgui4 245 5 Marsi Marsi NNP work_j4jyyr4gnrbelgfykpcumrgui4 245 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 246 1 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 246 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 247 1 CoNLL CoNLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 247 2 - - : work_j4jyyr4gnrbelgfykpcumrgui4 247 3 X x NN work_j4jyyr4gnrbelgfykpcumrgui4 247 4 Shared share VBD work_j4jyyr4gnrbelgfykpcumrgui4 247 5 Task Task NNP work_j4jyyr4gnrbelgfykpcumrgui4 247 6 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 247 7 Multilingual multilingual JJ work_j4jyyr4gnrbelgfykpcumrgui4 247 8 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 247 9 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 247 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 248 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 248 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 248 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 248 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 248 5 10th 10th JJ work_j4jyyr4gnrbelgfykpcumrgui4 248 6 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 7 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 248 8 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 9 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 10 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 11 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 248 13 CoNLL CoNLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 14 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 248 15 X X NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 16 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 248 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 248 18 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 248 19 149 149 CD work_j4jyyr4gnrbelgfykpcumrgui4 248 20 – – SYM work_j4jyyr4gnrbelgfykpcumrgui4 248 21 164 164 CD work_j4jyyr4gnrbelgfykpcumrgui4 248 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 248 23 New New NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 24 York York NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 25 City City NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 248 27 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 248 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 249 1 Glenn Glenn NNP work_j4jyyr4gnrbelgfykpcumrgui4 249 2 Carroll Carroll NNP work_j4jyyr4gnrbelgfykpcumrgui4 249 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 249 4 Eugene Eugene NNP work_j4jyyr4gnrbelgfykpcumrgui4 249 5 Charniak Charniak NNP work_j4jyyr4gnrbelgfykpcumrgui4 249 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 250 1 1992 1992 CD work_j4jyyr4gnrbelgfykpcumrgui4 250 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 251 1 Two two CD work_j4jyyr4gnrbelgfykpcumrgui4 251 2 Exper- Exper- NNP work_j4jyyr4gnrbelgfykpcumrgui4 251 3 iments iment NNS work_j4jyyr4gnrbelgfykpcumrgui4 251 4 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 251 5 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 251 6 Probabilistic Probabilistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 251 7 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 251 8 Gram- Gram- NNP work_j4jyyr4gnrbelgfykpcumrgui4 251 9 mars mar NNS work_j4jyyr4gnrbelgfykpcumrgui4 251 10 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 251 11 Corpora Corpora NNP work_j4jyyr4gnrbelgfykpcumrgui4 251 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 252 1 Working Working NNP work_j4jyyr4gnrbelgfykpcumrgui4 252 2 Notes Notes NNPS work_j4jyyr4gnrbelgfykpcumrgui4 252 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 252 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 252 5 Workshop Workshop NNP work_j4jyyr4gnrbelgfykpcumrgui4 252 6 Statistically statistically RB work_j4jyyr4gnrbelgfykpcumrgui4 252 7 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 252 8 Based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 252 9 NLP NLP NNP work_j4jyyr4gnrbelgfykpcumrgui4 252 10 Techniques Techniques NNPS work_j4jyyr4gnrbelgfykpcumrgui4 252 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 252 12 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 252 13 1–13 1–13 VBP work_j4jyyr4gnrbelgfykpcumrgui4 252 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 253 1 Eugene Eugene NNP work_j4jyyr4gnrbelgfykpcumrgui4 253 2 Charniak Charniak NNP work_j4jyyr4gnrbelgfykpcumrgui4 253 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 254 1 1993 1993 CD work_j4jyyr4gnrbelgfykpcumrgui4 254 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 255 1 Statistical statistical JJ work_j4jyyr4gnrbelgfykpcumrgui4 255 2 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 255 3 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 255 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 256 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 256 2 MIT MIT NNP work_j4jyyr4gnrbelgfykpcumrgui4 256 3 Press Press NNP work_j4jyyr4gnrbelgfykpcumrgui4 256 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 256 5 Cambridge Cambridge NNP work_j4jyyr4gnrbelgfykpcumrgui4 256 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 256 7 Massachusetts Massachusetts NNP work_j4jyyr4gnrbelgfykpcumrgui4 256 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 257 1 Stephen Stephen NNP work_j4jyyr4gnrbelgfykpcumrgui4 257 2 Clark Clark NNP work_j4jyyr4gnrbelgfykpcumrgui4 257 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 257 4 James James NNP work_j4jyyr4gnrbelgfykpcumrgui4 257 5 R R NNP work_j4jyyr4gnrbelgfykpcumrgui4 257 6 Curran Curran NNP work_j4jyyr4gnrbelgfykpcumrgui4 257 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 258 1 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 258 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 259 1 Formalism- Formalism- NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 2 Independent Independent NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 3 Parser Parser NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 4 Evaluation Evaluation NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 5 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 259 6 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 259 8 Dep- Dep- NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 9 Bank Bank NNP work_j4jyyr4gnrbelgfykpcumrgui4 259 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 260 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 260 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 260 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 260 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 260 5 45th 45th JJ work_j4jyyr4gnrbelgfykpcumrgui4 260 6 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 7 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 260 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 260 10 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 260 12 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 13 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 260 15 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 260 16 248–255 248–255 CD work_j4jyyr4gnrbelgfykpcumrgui4 260 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 260 18 Prague Prague NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 260 20 Czech Czech NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 21 Republic Republic NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 260 23 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 260 24 . . . work_j4jyyr4gnrbelgfykpcumrgui4 261 1 Alex Alex NNP work_j4jyyr4gnrbelgfykpcumrgui4 261 2 Clark Clark NNP work_j4jyyr4gnrbelgfykpcumrgui4 261 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 262 1 2001 2001 CD work_j4jyyr4gnrbelgfykpcumrgui4 262 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 263 1 Unsupervised Unsupervised NNP work_j4jyyr4gnrbelgfykpcumrgui4 263 2 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 263 3 Acquisition acquisition NN work_j4jyyr4gnrbelgfykpcumrgui4 263 4 : : : work_j4jyyr4gnrbelgfykpcumrgui4 263 5 Theory Theory NNP work_j4jyyr4gnrbelgfykpcumrgui4 263 6 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 263 7 Practice Practice NNP work_j4jyyr4gnrbelgfykpcumrgui4 263 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 264 1 Ph.D. Ph.D. NNP work_j4jyyr4gnrbelgfykpcumrgui4 264 2 thesis thesis NNP work_j4jyyr4gnrbelgfykpcumrgui4 264 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 264 4 University University NNP work_j4jyyr4gnrbelgfykpcumrgui4 264 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 264 6 Sus- Sus- NNP work_j4jyyr4gnrbelgfykpcumrgui4 264 7 sex sex NN work_j4jyyr4gnrbelgfykpcumrgui4 264 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 264 9 September September NNP work_j4jyyr4gnrbelgfykpcumrgui4 264 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 265 1 Shay Shay NNP work_j4jyyr4gnrbelgfykpcumrgui4 265 2 B B NNP work_j4jyyr4gnrbelgfykpcumrgui4 265 3 Cohen Cohen NNP work_j4jyyr4gnrbelgfykpcumrgui4 265 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 265 5 Noah Noah NNP work_j4jyyr4gnrbelgfykpcumrgui4 265 6 A A NNP work_j4jyyr4gnrbelgfykpcumrgui4 265 7 Smith Smith NNP work_j4jyyr4gnrbelgfykpcumrgui4 265 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 266 1 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 266 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 267 1 Variational variational JJ work_j4jyyr4gnrbelgfykpcumrgui4 267 2 Inference inference NN work_j4jyyr4gnrbelgfykpcumrgui4 267 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 267 4 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 267 5 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 267 6 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 267 7 Prior Prior NNP work_j4jyyr4gnrbelgfykpcumrgui4 267 8 Knowl- Knowl- NNP work_j4jyyr4gnrbelgfykpcumrgui4 267 9 edge edge NN work_j4jyyr4gnrbelgfykpcumrgui4 267 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 268 1 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 268 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 268 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 268 4 ACL ACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 268 5 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 268 6 IJCNLP IJCNLP NNP work_j4jyyr4gnrbelgfykpcumrgui4 268 7 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 268 8 Confer- Confer- NNP work_j4jyyr4gnrbelgfykpcumrgui4 268 9 ence ence NN work_j4jyyr4gnrbelgfykpcumrgui4 268 10 Short Short NNP work_j4jyyr4gnrbelgfykpcumrgui4 268 11 Papers Papers NNPS work_j4jyyr4gnrbelgfykpcumrgui4 268 12 , , , work_j4jyyr4gnrbelgfykpcumrgui4 268 13 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 268 14 1–4 1–4 CD work_j4jyyr4gnrbelgfykpcumrgui4 268 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 269 1 Shay Shay NNP work_j4jyyr4gnrbelgfykpcumrgui4 269 2 B B NNP work_j4jyyr4gnrbelgfykpcumrgui4 269 3 Cohen Cohen NNP work_j4jyyr4gnrbelgfykpcumrgui4 269 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 269 5 Noah Noah NNP work_j4jyyr4gnrbelgfykpcumrgui4 269 6 A A NNP work_j4jyyr4gnrbelgfykpcumrgui4 269 7 Smith Smith NNP work_j4jyyr4gnrbelgfykpcumrgui4 269 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 270 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 270 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 271 1 Covariance covariance NN work_j4jyyr4gnrbelgfykpcumrgui4 271 2 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 271 3 Unsupervised Unsupervised NNP work_j4jyyr4gnrbelgfykpcumrgui4 271 4 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 271 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 271 6 Probabilistic Probabilistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 271 7 Grammars Grammars NNPS work_j4jyyr4gnrbelgfykpcumrgui4 271 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 272 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 272 2 Journal Journal NNP work_j4jyyr4gnrbelgfykpcumrgui4 272 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 272 4 Machine Machine NNP work_j4jyyr4gnrbelgfykpcumrgui4 272 5 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 272 6 Research Research NNP work_j4jyyr4gnrbelgfykpcumrgui4 272 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 272 8 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 272 9 3117–3151 3117–3151 CD work_j4jyyr4gnrbelgfykpcumrgui4 272 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 272 11 November November NNP work_j4jyyr4gnrbelgfykpcumrgui4 272 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 273 1 Trevor Trevor NNP work_j4jyyr4gnrbelgfykpcumrgui4 273 2 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 273 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 273 4 Phil Phil NNP work_j4jyyr4gnrbelgfykpcumrgui4 273 5 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 273 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 273 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 273 8 Sharon Sharon NNP work_j4jyyr4gnrbelgfykpcumrgui4 273 9 Goldwater Goldwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 273 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 274 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 274 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 275 1 Inducing induce VBG work_j4jyyr4gnrbelgfykpcumrgui4 275 2 Tree Tree NNP work_j4jyyr4gnrbelgfykpcumrgui4 275 3 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 275 4 Substitution Substitution NNP work_j4jyyr4gnrbelgfykpcumrgui4 275 5 Grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 275 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 276 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 276 2 Journal Journal NNP work_j4jyyr4gnrbelgfykpcumrgui4 276 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 276 4 Machine Machine NNP work_j4jyyr4gnrbelgfykpcumrgui4 276 5 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 276 6 Research Research NNP work_j4jyyr4gnrbelgfykpcumrgui4 276 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 276 8 11:3053 11:3053 CD work_j4jyyr4gnrbelgfykpcumrgui4 276 9 – – : work_j4jyyr4gnrbelgfykpcumrgui4 276 10 3096 3096 CD work_j4jyyr4gnrbelgfykpcumrgui4 276 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 276 12 November November NNP work_j4jyyr4gnrbelgfykpcumrgui4 276 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 277 1 Michael Michael NNP work_j4jyyr4gnrbelgfykpcumrgui4 277 2 Collins Collins NNP work_j4jyyr4gnrbelgfykpcumrgui4 277 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 278 1 2003 2003 CD work_j4jyyr4gnrbelgfykpcumrgui4 278 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 279 1 Head Head NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 2 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 279 3 Driven Driven NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 4 Statistical Statistical NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 5 Mod- Mod- NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 6 els el NNS work_j4jyyr4gnrbelgfykpcumrgui4 279 7 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 279 8 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 9 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 10 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 279 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 280 1 Computational computational JJ work_j4jyyr4gnrbelgfykpcumrgui4 280 2 Lin- Lin- NNP work_j4jyyr4gnrbelgfykpcumrgui4 280 3 guistics guistic NNS work_j4jyyr4gnrbelgfykpcumrgui4 280 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 280 5 29(4):589–637 29(4):589–637 CD work_j4jyyr4gnrbelgfykpcumrgui4 280 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 280 7 December December NNP work_j4jyyr4gnrbelgfykpcumrgui4 280 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 281 1 Gregory Gregory NNP work_j4jyyr4gnrbelgfykpcumrgui4 281 2 Druck Druck NNP work_j4jyyr4gnrbelgfykpcumrgui4 281 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 281 4 Gideon Gideon NNP work_j4jyyr4gnrbelgfykpcumrgui4 281 5 Mann Mann NNP work_j4jyyr4gnrbelgfykpcumrgui4 281 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 281 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 281 8 Andrew Andrew NNP work_j4jyyr4gnrbelgfykpcumrgui4 281 9 McCal- McCal- : work_j4jyyr4gnrbelgfykpcumrgui4 281 10 lum lum NN work_j4jyyr4gnrbelgfykpcumrgui4 281 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 282 1 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 282 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 283 1 Semi semi RB work_j4jyyr4gnrbelgfykpcumrgui4 283 2 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 283 3 supervised supervised JJ work_j4jyyr4gnrbelgfykpcumrgui4 283 4 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 283 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 283 6 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 283 7 Parsers Parsers NNPS work_j4jyyr4gnrbelgfykpcumrgui4 283 8 using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 283 9 Generalized Generalized NNP work_j4jyyr4gnrbelgfykpcumrgui4 283 10 Expectation Expectation NNP work_j4jyyr4gnrbelgfykpcumrgui4 283 11 Criteria Criteria NNP work_j4jyyr4gnrbelgfykpcumrgui4 283 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 284 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 284 2 Proceedings Proceedings NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 284 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 284 5 Joint Joint NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 6 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 284 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 284 9 47th 47th JJ work_j4jyyr4gnrbelgfykpcumrgui4 284 10 An- an- CC work_j4jyyr4gnrbelgfykpcumrgui4 284 11 nual nual JJ work_j4jyyr4gnrbelgfykpcumrgui4 284 12 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 13 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 284 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 284 15 ACL ACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 284 17 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 284 18 4th 4th JJ work_j4jyyr4gnrbelgfykpcumrgui4 284 19 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 20 Joint Joint NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 21 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 22 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 284 23 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 24 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 25 Processing Processing NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 26 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 284 27 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 284 28 AFNLP AFNLP NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 284 30 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 284 31 360–368 360–368 CD work_j4jyyr4gnrbelgfykpcumrgui4 284 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 284 33 Suntec Suntec NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 34 , , , work_j4jyyr4gnrbelgfykpcumrgui4 284 35 Singapore Singapore NNP work_j4jyyr4gnrbelgfykpcumrgui4 284 36 , , , work_j4jyyr4gnrbelgfykpcumrgui4 284 37 Au- au- DT work_j4jyyr4gnrbelgfykpcumrgui4 284 38 gust gust NN work_j4jyyr4gnrbelgfykpcumrgui4 284 39 . . . work_j4jyyr4gnrbelgfykpcumrgui4 285 1 Jason Jason NNP work_j4jyyr4gnrbelgfykpcumrgui4 285 2 Eisner Eisner NNP work_j4jyyr4gnrbelgfykpcumrgui4 285 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 286 1 1996 1996 CD work_j4jyyr4gnrbelgfykpcumrgui4 286 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 287 1 Efficient efficient JJ work_j4jyyr4gnrbelgfykpcumrgui4 287 2 Normal normal JJ work_j4jyyr4gnrbelgfykpcumrgui4 287 3 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 287 4 Form form NN work_j4jyyr4gnrbelgfykpcumrgui4 287 5 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 287 6 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 287 7 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 287 8 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 287 9 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 287 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 288 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 288 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 288 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 288 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 288 5 34th 34th JJ work_j4jyyr4gnrbelgfykpcumrgui4 288 6 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 7 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 288 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 288 10 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 11 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 288 12 Com- Com- NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 13 putational putational JJ work_j4jyyr4gnrbelgfykpcumrgui4 288 14 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 288 16 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 288 17 79–86 79–86 CD work_j4jyyr4gnrbelgfykpcumrgui4 288 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 288 19 Santa Santa NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 20 Cruz Cruz NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 288 22 Cali- cali- NN work_j4jyyr4gnrbelgfykpcumrgui4 288 23 fornia fornia NN work_j4jyyr4gnrbelgfykpcumrgui4 288 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 288 25 USA USA NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 288 27 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 288 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 289 1 Douwe Douwe NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 2 Gelling gel VBG work_j4jyyr4gnrbelgfykpcumrgui4 289 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 289 4 Trevor Trevor NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 5 Cohn Cohn NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 289 7 Phil Phil NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 8 Blunsom Blunsom NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 289 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 289 11 João João NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 12 V V NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 13 Graca Graca NNP work_j4jyyr4gnrbelgfykpcumrgui4 289 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 290 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 290 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 291 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 291 2 PASCAL pascal JJ work_j4jyyr4gnrbelgfykpcumrgui4 291 3 Challenge Challenge NNP work_j4jyyr4gnrbelgfykpcumrgui4 291 4 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 291 5 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 291 6 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 291 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 292 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 292 2 NAACL NAACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 3 HLT HLT NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 4 Workshop Workshop NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 5 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 292 6 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 292 8 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 9 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 292 11 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 292 12 64–80 64–80 CD work_j4jyyr4gnrbelgfykpcumrgui4 292 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 292 14 Montréal Montréal NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 292 16 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 292 18 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 292 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 293 1 Jennifer Jennifer NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 2 Gillenwater Gillenwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 293 4 Kuzman Kuzman NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 5 Ganchev Ganchev NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 293 7 João João . work_j4jyyr4gnrbelgfykpcumrgui4 293 8 V V NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 9 Graca Graca NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 293 11 Fernando Fernando NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 12 Pereira Pereira NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 293 14 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 293 15 Ben Ben NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 16 Taskar Taskar NNP work_j4jyyr4gnrbelgfykpcumrgui4 293 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 294 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 294 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 295 1 Sparsity sparsity NN work_j4jyyr4gnrbelgfykpcumrgui4 295 2 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 295 3 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 295 4 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 295 5 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 295 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 296 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 296 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 296 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 296 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 296 5 48th 48th JJ work_j4jyyr4gnrbelgfykpcumrgui4 296 6 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 7 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 296 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 296 10 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 11 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 296 12 Com- Com- NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 13 putational putational JJ work_j4jyyr4gnrbelgfykpcumrgui4 296 14 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 296 16 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 296 17 194–199 194–199 CD work_j4jyyr4gnrbelgfykpcumrgui4 296 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 296 19 Uppsala Uppsala NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 296 21 Swe- swe- XX work_j4jyyr4gnrbelgfykpcumrgui4 296 22 den den NN work_j4jyyr4gnrbelgfykpcumrgui4 296 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 296 24 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 296 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 297 1 Jennifer Jennifer NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 2 Gillenwater Gillenwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 297 4 Kuzman Kuzman NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 5 Ganchev Ganchev NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 297 7 João João . work_j4jyyr4gnrbelgfykpcumrgui4 297 8 V V NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 9 Graca Graca NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 297 11 Fernando Fernando NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 12 Pereira Pereira NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 297 14 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 297 15 Ben Ben NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 16 Taskar Taskar NNP work_j4jyyr4gnrbelgfykpcumrgui4 297 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 298 1 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 298 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 299 1 Posterior Posterior NNP work_j4jyyr4gnrbelgfykpcumrgui4 299 2 Sparsity Sparsity NNP work_j4jyyr4gnrbelgfykpcumrgui4 299 3 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 299 4 Unsupervised Unsupervised NNP work_j4jyyr4gnrbelgfykpcumrgui4 299 5 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 299 6 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 299 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 300 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 300 2 Journal Journal NNP work_j4jyyr4gnrbelgfykpcumrgui4 300 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 300 4 Machine Machine NNP work_j4jyyr4gnrbelgfykpcumrgui4 300 5 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 300 6 Research Research NNP work_j4jyyr4gnrbelgfykpcumrgui4 300 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 300 8 12:455–490 12:455–490 CD work_j4jyyr4gnrbelgfykpcumrgui4 300 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 300 10 February February NNP work_j4jyyr4gnrbelgfykpcumrgui4 300 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 301 1 Yoav Yoav NNP work_j4jyyr4gnrbelgfykpcumrgui4 301 2 Goldberg Goldberg NNP work_j4jyyr4gnrbelgfykpcumrgui4 301 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 302 1 2011 2011 CD work_j4jyyr4gnrbelgfykpcumrgui4 302 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 303 1 Automatic automatic JJ work_j4jyyr4gnrbelgfykpcumrgui4 303 2 Syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 303 3 Processing Processing NNP work_j4jyyr4gnrbelgfykpcumrgui4 303 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 303 5 Modern Modern NNP work_j4jyyr4gnrbelgfykpcumrgui4 303 6 Hebrew Hebrew NNP work_j4jyyr4gnrbelgfykpcumrgui4 303 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 304 1 Ph.D. Ph.D. NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 2 thesis thesis NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 304 4 Ben Ben NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 5 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 304 6 Gurion Gurion NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 7 University University NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 304 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 304 10 Negev Negev NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 304 12 November November NNP work_j4jyyr4gnrbelgfykpcumrgui4 304 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 305 1 William William NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 2 P P NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 3 Headden Headden NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 4 III III NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 305 6 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 7 Johnson Johnson NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 305 9 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 305 10 David David NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 11 Mc- Mc- NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 12 Closky Closky NNP work_j4jyyr4gnrbelgfykpcumrgui4 305 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 306 1 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 306 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 307 1 Improving improve VBG work_j4jyyr4gnrbelgfykpcumrgui4 307 2 Unsupervised Unsupervised NNP work_j4jyyr4gnrbelgfykpcumrgui4 307 3 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 307 4 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 307 5 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 307 6 Richer Richer NNP work_j4jyyr4gnrbelgfykpcumrgui4 307 7 Contexts Contexts NNP work_j4jyyr4gnrbelgfykpcumrgui4 307 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 307 9 Smoothing smooth VBG work_j4jyyr4gnrbelgfykpcumrgui4 307 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 308 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 308 2 Pro- Pro- NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 3 ceedings ceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 308 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 308 5 Human Human NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 6 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 7 Technologies Technologies NNPS work_j4jyyr4gnrbelgfykpcumrgui4 308 8 : : : work_j4jyyr4gnrbelgfykpcumrgui4 308 9 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 308 10 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 308 11 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 12 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 13 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 308 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 308 15 North north JJ work_j4jyyr4gnrbelgfykpcumrgui4 308 16 American American NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 17 Chapter Chapter NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 18 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 308 19 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 308 20 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 21 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 308 22 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 23 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 308 25 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 308 26 101–109 101–109 CD work_j4jyyr4gnrbelgfykpcumrgui4 308 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 308 28 Boulder Boulder NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 29 , , , work_j4jyyr4gnrbelgfykpcumrgui4 308 30 Colorado Colorado NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 31 , , , work_j4jyyr4gnrbelgfykpcumrgui4 308 32 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 308 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 309 1 Julia Julia NNP work_j4jyyr4gnrbelgfykpcumrgui4 309 2 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 309 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 309 4 Yonatan Yonatan NNP work_j4jyyr4gnrbelgfykpcumrgui4 309 5 Bisk Bisk NNP work_j4jyyr4gnrbelgfykpcumrgui4 309 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 310 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 310 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 311 1 Normal- Normal- NNP work_j4jyyr4gnrbelgfykpcumrgui4 311 2 form form NN work_j4jyyr4gnrbelgfykpcumrgui4 311 3 parsing parse VBG work_j4jyyr4gnrbelgfykpcumrgui4 311 4 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 311 5 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 311 6 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 311 7 Grammars Grammars NNP work_j4jyyr4gnrbelgfykpcumrgui4 311 8 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 311 9 generalized generalized JJ work_j4jyyr4gnrbelgfykpcumrgui4 311 10 composition composition NN work_j4jyyr4gnrbelgfykpcumrgui4 311 11 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 311 12 type type NN work_j4jyyr4gnrbelgfykpcumrgui4 311 13 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 311 14 raising raising NN work_j4jyyr4gnrbelgfykpcumrgui4 311 15 . . . work_j4jyyr4gnrbelgfykpcumrgui4 312 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 312 2 85 85 CD work_j4jyyr4gnrbelgfykpcumrgui4 312 3 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 312 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 312 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 312 6 23rd 23rd JJ work_j4jyyr4gnrbelgfykpcumrgui4 312 7 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 8 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 312 10 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 11 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 312 13 Coling Coling NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 14 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 312 15 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 312 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 312 17 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 312 18 465 465 CD work_j4jyyr4gnrbelgfykpcumrgui4 312 19 – – : work_j4jyyr4gnrbelgfykpcumrgui4 312 20 473 473 CD work_j4jyyr4gnrbelgfykpcumrgui4 312 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 312 22 Beijing Beijing NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 312 24 China China NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 312 26 August August NNP work_j4jyyr4gnrbelgfykpcumrgui4 312 27 . . . work_j4jyyr4gnrbelgfykpcumrgui4 313 1 Coling Coling NNP work_j4jyyr4gnrbelgfykpcumrgui4 313 2 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 313 3 Organizing Organizing NNP work_j4jyyr4gnrbelgfykpcumrgui4 313 4 Committee Committee NNP work_j4jyyr4gnrbelgfykpcumrgui4 313 5 . . . work_j4jyyr4gnrbelgfykpcumrgui4 314 1 Julia Julia NNP work_j4jyyr4gnrbelgfykpcumrgui4 314 2 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 314 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 314 4 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 314 5 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 314 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 315 1 2002 2002 CD work_j4jyyr4gnrbelgfykpcumrgui4 315 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 316 1 Gener- Gener- NNP work_j4jyyr4gnrbelgfykpcumrgui4 316 2 ative ative JJ work_j4jyyr4gnrbelgfykpcumrgui4 316 3 Models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 316 4 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 316 5 Statistical Statistical NNP work_j4jyyr4gnrbelgfykpcumrgui4 316 6 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 316 7 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 316 8 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 316 9 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 316 10 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 316 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 317 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 317 2 Proceedings Proceedings NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 317 4 40th 40th JJ work_j4jyyr4gnrbelgfykpcumrgui4 317 5 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 6 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 317 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 317 9 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 10 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 317 11 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 12 Lin- Lin- NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 13 guistics guistic NNS work_j4jyyr4gnrbelgfykpcumrgui4 317 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 317 15 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 317 16 335–342 335–342 CD work_j4jyyr4gnrbelgfykpcumrgui4 317 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 317 18 Philadelphia Philadelphia NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 317 20 Pennsylvania Pennsylvania NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 317 22 USA USA NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 317 24 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 317 25 . . . work_j4jyyr4gnrbelgfykpcumrgui4 318 1 Julia Julia NNP work_j4jyyr4gnrbelgfykpcumrgui4 318 2 Hockenmaier Hockenmaier NNP work_j4jyyr4gnrbelgfykpcumrgui4 318 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 318 4 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 318 5 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 318 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 319 1 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 319 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 320 1 CCG- CCG- VBN work_j4jyyr4gnrbelgfykpcumrgui4 320 2 bank bank NN work_j4jyyr4gnrbelgfykpcumrgui4 320 3 : : : work_j4jyyr4gnrbelgfykpcumrgui4 320 4 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 320 5 Corpus Corpus NNP work_j4jyyr4gnrbelgfykpcumrgui4 320 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 320 7 CCG CCG NNP work_j4jyyr4gnrbelgfykpcumrgui4 320 8 Derivations Derivations NNPS work_j4jyyr4gnrbelgfykpcumrgui4 320 9 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 320 10 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 320 11 Structures Structures NNPS work_j4jyyr4gnrbelgfykpcumrgui4 320 12 Extracted extract VBN work_j4jyyr4gnrbelgfykpcumrgui4 320 13 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 320 14 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 320 15 Penn Penn NNP work_j4jyyr4gnrbelgfykpcumrgui4 320 16 Treebank Treebank NNP work_j4jyyr4gnrbelgfykpcumrgui4 320 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 321 1 Com- Com- NNP work_j4jyyr4gnrbelgfykpcumrgui4 321 2 putational putational JJ work_j4jyyr4gnrbelgfykpcumrgui4 321 3 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 321 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 321 5 33(3):355–396 33(3):355–396 CD work_j4jyyr4gnrbelgfykpcumrgui4 321 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 321 7 September September NNP work_j4jyyr4gnrbelgfykpcumrgui4 321 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 322 1 Yun Yun NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 2 Huang Huang NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 322 4 Min Min NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 5 Zhang Zhang NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 322 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 322 8 Chew Chew NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 9 Lim Lim NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 10 Tan Tan NNP work_j4jyyr4gnrbelgfykpcumrgui4 322 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 323 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 323 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 324 1 Improved Improved NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 2 Combinatory Combinatory NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 3 Categorial Categorial NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 4 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 5 Induc- Induc- NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 6 tion tion NN work_j4jyyr4gnrbelgfykpcumrgui4 324 7 with with IN work_j4jyyr4gnrbelgfykpcumrgui4 324 8 Boundary Boundary NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 9 Words Words NNPS work_j4jyyr4gnrbelgfykpcumrgui4 324 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 324 11 Bayesian Bayesian NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 12 Inference Inference NNP work_j4jyyr4gnrbelgfykpcumrgui4 324 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 325 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 325 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 325 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 325 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 325 5 24rd 24rd JJ work_j4jyyr4gnrbelgfykpcumrgui4 325 6 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 7 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 8 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 325 9 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 10 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 11 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 325 12 Coling Coling NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 13 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 325 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 325 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 325 16 Mumbai Mumbai NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 325 18 India India NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 325 20 December December NNP work_j4jyyr4gnrbelgfykpcumrgui4 325 21 . . . work_j4jyyr4gnrbelgfykpcumrgui4 326 1 Ray Ray NNP work_j4jyyr4gnrbelgfykpcumrgui4 326 2 Jackendoff Jackendoff NNP work_j4jyyr4gnrbelgfykpcumrgui4 326 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 327 1 1977 1977 CD work_j4jyyr4gnrbelgfykpcumrgui4 327 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 328 1 X x LS work_j4jyyr4gnrbelgfykpcumrgui4 328 2 - - : work_j4jyyr4gnrbelgfykpcumrgui4 328 3 Bar bar NN work_j4jyyr4gnrbelgfykpcumrgui4 328 4 Syntax syntax NN work_j4jyyr4gnrbelgfykpcumrgui4 328 5 : : : work_j4jyyr4gnrbelgfykpcumrgui4 328 6 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 328 7 Study Study NNP work_j4jyyr4gnrbelgfykpcumrgui4 328 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 328 9 Phrase Phrase NNP work_j4jyyr4gnrbelgfykpcumrgui4 328 10 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 328 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 329 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 329 2 MIT MIT NNP work_j4jyyr4gnrbelgfykpcumrgui4 329 3 Press Press NNP work_j4jyyr4gnrbelgfykpcumrgui4 329 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 330 1 Dan Dan NNP work_j4jyyr4gnrbelgfykpcumrgui4 330 2 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 330 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 330 4 Christopher Christopher NNP work_j4jyyr4gnrbelgfykpcumrgui4 330 5 D D NNP work_j4jyyr4gnrbelgfykpcumrgui4 330 6 Manning Manning NNP work_j4jyyr4gnrbelgfykpcumrgui4 330 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 331 1 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 331 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 332 1 Corpus- Corpus- NNP work_j4jyyr4gnrbelgfykpcumrgui4 332 2 Based Based NNP work_j4jyyr4gnrbelgfykpcumrgui4 332 3 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 332 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 332 5 Syntactic Syntactic NNP work_j4jyyr4gnrbelgfykpcumrgui4 332 6 Structure structure NN work_j4jyyr4gnrbelgfykpcumrgui4 332 7 : : : work_j4jyyr4gnrbelgfykpcumrgui4 332 8 Models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 332 9 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 332 10 De- De- NNP work_j4jyyr4gnrbelgfykpcumrgui4 332 11 pendency pendency NN work_j4jyyr4gnrbelgfykpcumrgui4 332 12 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 332 13 Constituency Constituency NNP work_j4jyyr4gnrbelgfykpcumrgui4 332 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 333 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 333 2 Proceedings Proceedings NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 333 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 333 5 42nd 42nd NN work_j4jyyr4gnrbelgfykpcumrgui4 333 6 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 333 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 333 9 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 10 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 333 11 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 12 Linguistics Linguistics NNPS work_j4jyyr4gnrbelgfykpcumrgui4 333 13 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 333 14 ACL’04 ACL’04 NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 15 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 333 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 333 17 Main Main NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 18 Volume Volume NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 333 20 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 333 21 478–485 478–485 CD work_j4jyyr4gnrbelgfykpcumrgui4 333 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 333 23 Barcelona Barcelona NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 333 25 Spain Spain NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 333 27 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 333 28 . . . work_j4jyyr4gnrbelgfykpcumrgui4 334 1 Kenichi Kenichi NNP work_j4jyyr4gnrbelgfykpcumrgui4 334 2 Kurihara Kurihara NNP work_j4jyyr4gnrbelgfykpcumrgui4 334 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 334 4 Taisuke Taisuke NNP work_j4jyyr4gnrbelgfykpcumrgui4 334 5 Sato Sato NNP work_j4jyyr4gnrbelgfykpcumrgui4 334 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 335 1 2004 2004 CD work_j4jyyr4gnrbelgfykpcumrgui4 335 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 336 1 An an DT work_j4jyyr4gnrbelgfykpcumrgui4 336 2 Appli- Appli- NNP work_j4jyyr4gnrbelgfykpcumrgui4 336 3 cation cation NN work_j4jyyr4gnrbelgfykpcumrgui4 336 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 336 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 336 6 Variational Variational NNP work_j4jyyr4gnrbelgfykpcumrgui4 336 7 Bayesian Bayesian NNP work_j4jyyr4gnrbelgfykpcumrgui4 336 8 Approach Approach NNP work_j4jyyr4gnrbelgfykpcumrgui4 336 9 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 336 10 Prob- prob- JJ work_j4jyyr4gnrbelgfykpcumrgui4 336 11 abilistic abilistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 336 12 Context Context NNP work_j4jyyr4gnrbelgfykpcumrgui4 336 13 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 336 14 Free Free NNP work_j4jyyr4gnrbelgfykpcumrgui4 336 15 Grammars Grammars NNPS work_j4jyyr4gnrbelgfykpcumrgui4 336 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 337 1 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 2 Joint Joint NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 3 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 4 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 337 5 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 6 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 7 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 8 Process- Process- NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 9 ing ing NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 10 Workshop Workshop NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 11 Beyond beyond IN work_j4jyyr4gnrbelgfykpcumrgui4 337 12 Shallow Shallow NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 13 Analyses Analyses NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 337 15 March March NNP work_j4jyyr4gnrbelgfykpcumrgui4 337 16 . . . work_j4jyyr4gnrbelgfykpcumrgui4 338 1 Kenichi Kenichi NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 2 Kurihara Kurihara NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 338 4 Max Max NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 5 Welling Welling NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 338 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 338 8 Yee Yee NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 9 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 338 10 Whye Whye NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 11 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 338 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 339 1 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 339 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 340 1 Collapsed collapse VBD work_j4jyyr4gnrbelgfykpcumrgui4 340 2 Variational variational JJ work_j4jyyr4gnrbelgfykpcumrgui4 340 3 Dirichlet dirichlet NN work_j4jyyr4gnrbelgfykpcumrgui4 340 4 Process Process NNP work_j4jyyr4gnrbelgfykpcumrgui4 340 5 Mix- Mix- NNP work_j4jyyr4gnrbelgfykpcumrgui4 340 6 ture ture NN work_j4jyyr4gnrbelgfykpcumrgui4 340 7 Models model NNS work_j4jyyr4gnrbelgfykpcumrgui4 340 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 341 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 341 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 341 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 341 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 341 5 20th 20th JJ work_j4jyyr4gnrbelgfykpcumrgui4 341 6 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 7 Joint Joint NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 8 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 341 10 Artificial Artificial NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 11 Intelligence Intelligence NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 12 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 341 13 IJCAI07 IJCAI07 NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 14 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 341 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 341 16 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 341 17 2796–2801 2796–2801 CD work_j4jyyr4gnrbelgfykpcumrgui4 341 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 341 19 Hyderabad Hyderabad NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 341 21 India India NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 341 23 January January NNP work_j4jyyr4gnrbelgfykpcumrgui4 341 24 . . . work_j4jyyr4gnrbelgfykpcumrgui4 342 1 Tom Tom NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 2 Kwiatkowski Kwiatkowski NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 342 4 Sharon Sharon NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 5 Goldwater Goldwater NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 342 7 Luke Luke NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 8 Zettlemoyer Zettlemoyer NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 342 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 342 11 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 12 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 342 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 343 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 343 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 344 1 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 344 2 probabilistic probabilistic JJ work_j4jyyr4gnrbelgfykpcumrgui4 344 3 model model NN work_j4jyyr4gnrbelgfykpcumrgui4 344 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 344 5 syntactic syntactic JJ work_j4jyyr4gnrbelgfykpcumrgui4 344 6 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 344 7 semantic semantic JJ work_j4jyyr4gnrbelgfykpcumrgui4 344 8 acquisition acquisition NN work_j4jyyr4gnrbelgfykpcumrgui4 344 9 from from IN work_j4jyyr4gnrbelgfykpcumrgui4 344 10 child child NN work_j4jyyr4gnrbelgfykpcumrgui4 344 11 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 344 12 directed direct VBN work_j4jyyr4gnrbelgfykpcumrgui4 344 13 utterances utterance NNS work_j4jyyr4gnrbelgfykpcumrgui4 344 14 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 344 15 their -PRON- PRP$ work_j4jyyr4gnrbelgfykpcumrgui4 344 16 meanings meaning NNS work_j4jyyr4gnrbelgfykpcumrgui4 344 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 345 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 345 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 345 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 345 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 345 5 13th 13th JJ work_j4jyyr4gnrbelgfykpcumrgui4 345 6 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 345 8 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 345 9 European European NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 10 Chapter Chapter NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 11 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 345 12 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 345 13 As- As- NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 14 sociation sociation NN work_j4jyyr4gnrbelgfykpcumrgui4 345 15 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 345 16 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 17 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 345 19 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 345 20 234 234 CD work_j4jyyr4gnrbelgfykpcumrgui4 345 21 – – : work_j4jyyr4gnrbelgfykpcumrgui4 345 22 244 244 CD work_j4jyyr4gnrbelgfykpcumrgui4 345 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 345 24 Avignon Avignon NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 345 26 France France NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 345 28 April April NNP work_j4jyyr4gnrbelgfykpcumrgui4 345 29 . . . work_j4jyyr4gnrbelgfykpcumrgui4 346 1 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 346 2 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 346 3 Compu- Compu- NNP work_j4jyyr4gnrbelgfykpcumrgui4 346 4 tational tational NN work_j4jyyr4gnrbelgfykpcumrgui4 346 5 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 346 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 347 1 Karim Karim NNP work_j4jyyr4gnrbelgfykpcumrgui4 347 2 Lari Lari NNP work_j4jyyr4gnrbelgfykpcumrgui4 347 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 347 4 Steve Steve NNP work_j4jyyr4gnrbelgfykpcumrgui4 347 5 J J NNP work_j4jyyr4gnrbelgfykpcumrgui4 347 6 Young Young NNP work_j4jyyr4gnrbelgfykpcumrgui4 347 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 348 1 1991 1991 CD work_j4jyyr4gnrbelgfykpcumrgui4 348 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 349 1 Applications application NNS work_j4jyyr4gnrbelgfykpcumrgui4 349 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 349 3 stochastic stochastic JJ work_j4jyyr4gnrbelgfykpcumrgui4 349 4 context context NN work_j4jyyr4gnrbelgfykpcumrgui4 349 5 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 349 6 free free JJ work_j4jyyr4gnrbelgfykpcumrgui4 349 7 grammars grammar NNS work_j4jyyr4gnrbelgfykpcumrgui4 349 8 using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 349 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 349 10 Inside- Inside- NNP work_j4jyyr4gnrbelgfykpcumrgui4 349 11 Outside Outside NNP work_j4jyyr4gnrbelgfykpcumrgui4 349 12 algorithm algorithm NN work_j4jyyr4gnrbelgfykpcumrgui4 349 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 350 1 Computer computer NN work_j4jyyr4gnrbelgfykpcumrgui4 350 2 speech speech NN work_j4jyyr4gnrbelgfykpcumrgui4 350 3 & & CC work_j4jyyr4gnrbelgfykpcumrgui4 350 4 language language NN work_j4jyyr4gnrbelgfykpcumrgui4 350 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 350 6 5(3):237–257 5(3):237–257 CD work_j4jyyr4gnrbelgfykpcumrgui4 350 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 350 8 January January NNP work_j4jyyr4gnrbelgfykpcumrgui4 350 9 . . . work_j4jyyr4gnrbelgfykpcumrgui4 351 1 Percy Percy NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 2 Liang Liang NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 351 4 Slav Slav NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 5 Petrov Petrov NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 351 7 Michael Michael NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 8 I I NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 9 Jordan Jordan NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 351 11 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 351 12 Dan Dan NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 13 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 351 14 . . . work_j4jyyr4gnrbelgfykpcumrgui4 352 1 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 352 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 353 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 353 2 Infinite infinite JJ work_j4jyyr4gnrbelgfykpcumrgui4 353 3 PCFG pcfg NN work_j4jyyr4gnrbelgfykpcumrgui4 353 4 Using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 353 5 Hierarchical Hierarchical NNP work_j4jyyr4gnrbelgfykpcumrgui4 353 6 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 353 7 Processes Processes NNPS work_j4jyyr4gnrbelgfykpcumrgui4 353 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 354 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 354 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 354 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 354 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 354 5 2007 2007 CD work_j4jyyr4gnrbelgfykpcumrgui4 354 6 Joint Joint NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 7 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 8 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 354 9 Empirical Empirical NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 10 Methods Methods NNPS work_j4jyyr4gnrbelgfykpcumrgui4 354 11 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 354 12 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 13 Lan- Lan- NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 14 guage guage NN work_j4jyyr4gnrbelgfykpcumrgui4 354 15 Processing Processing NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 16 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 354 17 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 18 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 19 Lan- Lan- NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 20 guage guage NN work_j4jyyr4gnrbelgfykpcumrgui4 354 21 Learning learn VBG work_j4jyyr4gnrbelgfykpcumrgui4 354 22 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 354 23 EMNLP EMNLP NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 24 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 354 25 CoNLL CoNLL NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 26 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 354 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 354 28 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 354 29 688–697 688–697 CD work_j4jyyr4gnrbelgfykpcumrgui4 354 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 354 31 Prague Prague NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 354 33 Czech Czech NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 34 Republic Republic NNP work_j4jyyr4gnrbelgfykpcumrgui4 354 35 . . . work_j4jyyr4gnrbelgfykpcumrgui4 355 1 Percy Percy NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 2 Liang Liang NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 355 4 Michael Michael NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 5 I I NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 6 Jordan Jordan NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 355 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 355 9 Dan Dan NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 10 Klein Klein NNP work_j4jyyr4gnrbelgfykpcumrgui4 355 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 356 1 2009 2009 CD work_j4jyyr4gnrbelgfykpcumrgui4 356 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 357 1 Probabilistic Probabilistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 357 2 Grammars Grammars NNP work_j4jyyr4gnrbelgfykpcumrgui4 357 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 357 4 Hierarchical Hierarchical NNP work_j4jyyr4gnrbelgfykpcumrgui4 357 5 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 357 6 Processes Processes NNP work_j4jyyr4gnrbelgfykpcumrgui4 357 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 358 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 358 2 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 358 3 Oxford Oxford NNP work_j4jyyr4gnrbelgfykpcumrgui4 358 4 Handbook Handbook NNP work_j4jyyr4gnrbelgfykpcumrgui4 358 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 358 6 Applied Applied NNP work_j4jyyr4gnrbelgfykpcumrgui4 358 7 Bayesian Bayesian NNP work_j4jyyr4gnrbelgfykpcumrgui4 358 8 Analysis Analysis NNP work_j4jyyr4gnrbelgfykpcumrgui4 358 9 . . . work_j4jyyr4gnrbelgfykpcumrgui4 359 1 Oxford Oxford NNP work_j4jyyr4gnrbelgfykpcumrgui4 359 2 University University NNP work_j4jyyr4gnrbelgfykpcumrgui4 359 3 Press Press NNP work_j4jyyr4gnrbelgfykpcumrgui4 359 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 360 1 Mitchell Mitchell NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 2 P P NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 3 Marcus Marcus NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 360 5 Beatrice Beatrice NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 6 Santorini Santorini NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 360 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 360 9 Mary Mary NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 10 Ann Ann NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 11 Marcinkiewicz Marcinkiewicz NNP work_j4jyyr4gnrbelgfykpcumrgui4 360 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 361 1 1993 1993 CD work_j4jyyr4gnrbelgfykpcumrgui4 361 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 362 1 Building build VBG work_j4jyyr4gnrbelgfykpcumrgui4 362 2 a a DT work_j4jyyr4gnrbelgfykpcumrgui4 362 3 Large large JJ work_j4jyyr4gnrbelgfykpcumrgui4 362 4 Annotated annotate VBN work_j4jyyr4gnrbelgfykpcumrgui4 362 5 Corpus Corpus NNP work_j4jyyr4gnrbelgfykpcumrgui4 362 6 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 362 7 English English NNP work_j4jyyr4gnrbelgfykpcumrgui4 362 8 : : : work_j4jyyr4gnrbelgfykpcumrgui4 362 9 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 362 10 Penn Penn NNP work_j4jyyr4gnrbelgfykpcumrgui4 362 11 Treebank Treebank NNP work_j4jyyr4gnrbelgfykpcumrgui4 362 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 363 1 Computa- Computa- NNP work_j4jyyr4gnrbelgfykpcumrgui4 363 2 tional tional JJ work_j4jyyr4gnrbelgfykpcumrgui4 363 3 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 363 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 363 5 19(2):313–330 19(2):313–330 CD work_j4jyyr4gnrbelgfykpcumrgui4 363 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 363 7 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 363 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 364 1 David David NNP work_j4jyyr4gnrbelgfykpcumrgui4 364 2 Marecek Marecek NNP work_j4jyyr4gnrbelgfykpcumrgui4 364 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 364 4 Zdenek Zdenek NNP work_j4jyyr4gnrbelgfykpcumrgui4 364 5 Zabokrtsky Zabokrtsky NNP work_j4jyyr4gnrbelgfykpcumrgui4 364 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 365 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 365 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 366 1 Unsu- Unsu- NNP work_j4jyyr4gnrbelgfykpcumrgui4 366 2 pervised pervised JJ work_j4jyyr4gnrbelgfykpcumrgui4 366 3 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 366 4 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 366 5 using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 366 6 Reducibility Reducibility NNP work_j4jyyr4gnrbelgfykpcumrgui4 366 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 366 8 Fertility Fertility NNP work_j4jyyr4gnrbelgfykpcumrgui4 366 9 features feature NNS work_j4jyyr4gnrbelgfykpcumrgui4 366 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 367 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 367 2 NAACL NAACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 3 HLT HLT NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 4 Workshop Workshop NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 5 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 367 6 Induc- Induc- NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 7 tion tion NN work_j4jyyr4gnrbelgfykpcumrgui4 367 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 367 9 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 10 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 367 12 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 367 13 84–89 84–89 NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 367 15 Montréal Montréal NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 367 17 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 367 19 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 367 20 . . . work_j4jyyr4gnrbelgfykpcumrgui4 368 1 Tahira Tahira NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 2 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 368 4 Harr Harr NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 5 Chen Chen NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 368 7 Regina Regina NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 8 Barzilay Barzilay NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 368 10 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 368 11 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 12 Johnson Johnson NNP work_j4jyyr4gnrbelgfykpcumrgui4 368 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 369 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 369 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 370 1 Using use VBG work_j4jyyr4gnrbelgfykpcumrgui4 370 2 Universal Universal NNP work_j4jyyr4gnrbelgfykpcumrgui4 370 3 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 370 4 Knowl- Knowl- NNP work_j4jyyr4gnrbelgfykpcumrgui4 370 5 edge edge NN work_j4jyyr4gnrbelgfykpcumrgui4 370 6 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 370 7 Guide Guide NNP work_j4jyyr4gnrbelgfykpcumrgui4 370 8 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 370 9 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 370 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 371 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 371 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 371 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 371 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 371 5 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 371 6 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 7 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 371 8 Empirical Empirical NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 9 Methods Methods NNPS work_j4jyyr4gnrbelgfykpcumrgui4 371 10 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 371 11 Natural Natural NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 12 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 13 Processing Processing NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 14 , , , work_j4jyyr4gnrbelgfykpcumrgui4 371 15 pages page NNS work_j4jyyr4gnrbelgfykpcumrgui4 371 16 1234–1244 1234–1244 CD work_j4jyyr4gnrbelgfykpcumrgui4 371 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 371 18 Cambridge Cambridge NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 19 , , , work_j4jyyr4gnrbelgfykpcumrgui4 371 20 MA MA NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 21 , , , work_j4jyyr4gnrbelgfykpcumrgui4 371 22 October October NNP work_j4jyyr4gnrbelgfykpcumrgui4 371 23 . . . work_j4jyyr4gnrbelgfykpcumrgui4 372 1 Tahira Tahira NNP work_j4jyyr4gnrbelgfykpcumrgui4 372 2 Naseem Naseem NNP work_j4jyyr4gnrbelgfykpcumrgui4 372 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 372 4 Regina Regina NNP work_j4jyyr4gnrbelgfykpcumrgui4 372 5 Barzilay Barzilay NNP work_j4jyyr4gnrbelgfykpcumrgui4 372 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 372 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 372 8 Amir Amir NNP work_j4jyyr4gnrbelgfykpcumrgui4 372 9 Globerson Globerson NNP work_j4jyyr4gnrbelgfykpcumrgui4 372 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 373 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 373 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 374 1 Selective Selective NNP work_j4jyyr4gnrbelgfykpcumrgui4 374 2 Sharing Sharing NNP work_j4jyyr4gnrbelgfykpcumrgui4 374 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 374 4 Multilingual Multilingual NNP work_j4jyyr4gnrbelgfykpcumrgui4 374 5 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 374 6 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 374 7 . . . work_j4jyyr4gnrbelgfykpcumrgui4 375 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 375 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 375 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 375 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 375 5 50th 50th JJ work_j4jyyr4gnrbelgfykpcumrgui4 375 6 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 7 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 375 9 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 375 10 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 11 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 375 12 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 13 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 14 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 375 15 Vol- Vol- NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 16 ume ume NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 17 1 1 CD work_j4jyyr4gnrbelgfykpcumrgui4 375 18 : : : work_j4jyyr4gnrbelgfykpcumrgui4 375 19 Long Long NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 20 Papers Papers NNPS work_j4jyyr4gnrbelgfykpcumrgui4 375 21 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 375 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 375 23 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 375 24 629–637 629–637 CD work_j4jyyr4gnrbelgfykpcumrgui4 375 25 , , , work_j4jyyr4gnrbelgfykpcumrgui4 375 26 Jeju Jeju NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 375 28 Republic Republic NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 29 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 375 30 Korea Korea NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 31 , , , work_j4jyyr4gnrbelgfykpcumrgui4 375 32 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 375 33 . . . work_j4jyyr4gnrbelgfykpcumrgui4 376 1 Joakim Joakim NNP work_j4jyyr4gnrbelgfykpcumrgui4 376 2 Nivre Nivre NNP work_j4jyyr4gnrbelgfykpcumrgui4 376 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 377 1 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 377 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 378 1 Inductive Inductive NNP work_j4jyyr4gnrbelgfykpcumrgui4 378 2 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 378 3 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 378 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 379 1 Springer Springer NNP work_j4jyyr4gnrbelgfykpcumrgui4 379 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 380 1 Slav Slav NNP work_j4jyyr4gnrbelgfykpcumrgui4 380 2 Petrov Petrov NNP work_j4jyyr4gnrbelgfykpcumrgui4 380 3 , , , work_j4jyyr4gnrbelgfykpcumrgui4 380 4 Dipanjan Dipanjan NNP work_j4jyyr4gnrbelgfykpcumrgui4 380 5 Das Das NNP work_j4jyyr4gnrbelgfykpcumrgui4 380 6 , , , work_j4jyyr4gnrbelgfykpcumrgui4 380 7 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 380 8 Ryan Ryan NNP work_j4jyyr4gnrbelgfykpcumrgui4 380 9 McDonald McDonald NNP work_j4jyyr4gnrbelgfykpcumrgui4 380 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 381 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 381 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 382 1 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 382 2 Universal Universal NNP work_j4jyyr4gnrbelgfykpcumrgui4 382 3 Part Part NNP work_j4jyyr4gnrbelgfykpcumrgui4 382 4 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 382 5 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 382 6 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 382 7 Speech Speech NNP work_j4jyyr4gnrbelgfykpcumrgui4 382 8 Tagset Tagset NNP work_j4jyyr4gnrbelgfykpcumrgui4 382 9 . . . work_j4jyyr4gnrbelgfykpcumrgui4 383 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 383 2 Proceedings proceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 383 3 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 383 4 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 383 5 8th 8th JJ work_j4jyyr4gnrbelgfykpcumrgui4 383 6 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 7 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 8 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 383 9 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 10 Re- Re- NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 11 sources source NNS work_j4jyyr4gnrbelgfykpcumrgui4 383 12 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 383 13 Evaluation Evaluation NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 14 ( ( -LRB- work_j4jyyr4gnrbelgfykpcumrgui4 383 15 LREC-2012 LREC-2012 NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 16 ) ) -RRB- work_j4jyyr4gnrbelgfykpcumrgui4 383 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 383 18 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 383 19 2089 2089 CD work_j4jyyr4gnrbelgfykpcumrgui4 383 20 – – : work_j4jyyr4gnrbelgfykpcumrgui4 383 21 2096 2096 CD work_j4jyyr4gnrbelgfykpcumrgui4 383 22 , , , work_j4jyyr4gnrbelgfykpcumrgui4 383 23 Istanbul Istanbul NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 383 25 Turkey Turkey NNP work_j4jyyr4gnrbelgfykpcumrgui4 383 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 383 27 May. May NNP work_j4jyyr4gnrbelgfykpcumrgui4 384 1 Anders Anders NNPS work_j4jyyr4gnrbelgfykpcumrgui4 384 2 Søgaard Søgaard NNP work_j4jyyr4gnrbelgfykpcumrgui4 384 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 385 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 385 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 386 1 Two two CD work_j4jyyr4gnrbelgfykpcumrgui4 386 2 baselines baseline NNS work_j4jyyr4gnrbelgfykpcumrgui4 386 3 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 386 4 unsuper- unsuper- JJ work_j4jyyr4gnrbelgfykpcumrgui4 386 5 vised vised JJ work_j4jyyr4gnrbelgfykpcumrgui4 386 6 dependency dependency NN work_j4jyyr4gnrbelgfykpcumrgui4 386 7 parsing parsing NN work_j4jyyr4gnrbelgfykpcumrgui4 386 8 . . . work_j4jyyr4gnrbelgfykpcumrgui4 387 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 387 2 NAACL NAACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 3 HLT HLT NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 4 Work- work- NN work_j4jyyr4gnrbelgfykpcumrgui4 387 5 shop shop NN work_j4jyyr4gnrbelgfykpcumrgui4 387 6 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 387 7 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 8 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 387 9 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 10 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 11 , , , work_j4jyyr4gnrbelgfykpcumrgui4 387 12 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 387 13 81 81 CD work_j4jyyr4gnrbelgfykpcumrgui4 387 14 – – : work_j4jyyr4gnrbelgfykpcumrgui4 387 15 83 83 CD work_j4jyyr4gnrbelgfykpcumrgui4 387 16 , , , work_j4jyyr4gnrbelgfykpcumrgui4 387 17 Montréal Montréal NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 18 , , , work_j4jyyr4gnrbelgfykpcumrgui4 387 19 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 20 , , , work_j4jyyr4gnrbelgfykpcumrgui4 387 21 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 387 22 . . . work_j4jyyr4gnrbelgfykpcumrgui4 388 1 Valentin Valentin NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 2 I I NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 3 Spitkovsky Spitkovsky NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 388 5 Hiyan Hiyan NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 6 Alshawi Alshawi NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 388 8 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 388 9 Daniel Daniel NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 10 Juraf- Juraf- NNP work_j4jyyr4gnrbelgfykpcumrgui4 388 11 sky sky NN work_j4jyyr4gnrbelgfykpcumrgui4 388 12 . . . work_j4jyyr4gnrbelgfykpcumrgui4 389 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 389 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 390 1 From from IN work_j4jyyr4gnrbelgfykpcumrgui4 390 2 Baby Baby NNP work_j4jyyr4gnrbelgfykpcumrgui4 390 3 Steps Steps NNPS work_j4jyyr4gnrbelgfykpcumrgui4 390 4 to to IN work_j4jyyr4gnrbelgfykpcumrgui4 390 5 Leapfrog Leapfrog NNP work_j4jyyr4gnrbelgfykpcumrgui4 390 6 : : : work_j4jyyr4gnrbelgfykpcumrgui4 390 7 How how WRB work_j4jyyr4gnrbelgfykpcumrgui4 390 8 “ " `` work_j4jyyr4gnrbelgfykpcumrgui4 390 9 Less Less JJR work_j4jyyr4gnrbelgfykpcumrgui4 390 10 is be VBZ work_j4jyyr4gnrbelgfykpcumrgui4 390 11 More More JJR work_j4jyyr4gnrbelgfykpcumrgui4 390 12 ” " '' work_j4jyyr4gnrbelgfykpcumrgui4 390 13 in in IN work_j4jyyr4gnrbelgfykpcumrgui4 390 14 Unsupervised Unsupervised NNP work_j4jyyr4gnrbelgfykpcumrgui4 390 15 Dependency Dependency NNP work_j4jyyr4gnrbelgfykpcumrgui4 390 16 Parsing Parsing NNP work_j4jyyr4gnrbelgfykpcumrgui4 390 17 . . . work_j4jyyr4gnrbelgfykpcumrgui4 391 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 391 2 Hu- Hu- NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 3 man man NN work_j4jyyr4gnrbelgfykpcumrgui4 391 4 Language Language NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 5 Technologies Technologies NNPS work_j4jyyr4gnrbelgfykpcumrgui4 391 6 : : : work_j4jyyr4gnrbelgfykpcumrgui4 391 7 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 391 8 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 391 9 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 10 Con- Con- NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 11 ference ference NN work_j4jyyr4gnrbelgfykpcumrgui4 391 12 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 391 13 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 391 14 North north JJ work_j4jyyr4gnrbelgfykpcumrgui4 391 15 American american JJ work_j4jyyr4gnrbelgfykpcumrgui4 391 16 Chapter Chapter NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 391 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 391 19 Associ- Associ- NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 20 ation ation NN work_j4jyyr4gnrbelgfykpcumrgui4 391 21 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 391 22 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 23 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 24 , , , work_j4jyyr4gnrbelgfykpcumrgui4 391 25 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 391 26 751–759 751–759 CD work_j4jyyr4gnrbelgfykpcumrgui4 391 27 , , , work_j4jyyr4gnrbelgfykpcumrgui4 391 28 Los Los NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 29 Angeles Angeles NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 391 31 California California NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 32 , , , work_j4jyyr4gnrbelgfykpcumrgui4 391 33 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 391 34 . . . work_j4jyyr4gnrbelgfykpcumrgui4 392 1 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 392 2 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 392 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 393 1 1996 1996 CD work_j4jyyr4gnrbelgfykpcumrgui4 393 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 394 1 Surface Surface NNP work_j4jyyr4gnrbelgfykpcumrgui4 394 2 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 394 3 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 394 4 Interpre- Interpre- NNP work_j4jyyr4gnrbelgfykpcumrgui4 394 5 tation tation NN work_j4jyyr4gnrbelgfykpcumrgui4 394 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 395 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 395 2 MIT MIT NNP work_j4jyyr4gnrbelgfykpcumrgui4 395 3 Press Press NNP work_j4jyyr4gnrbelgfykpcumrgui4 395 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 395 5 January January NNP work_j4jyyr4gnrbelgfykpcumrgui4 395 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 396 1 Mark Mark NNP work_j4jyyr4gnrbelgfykpcumrgui4 396 2 Steedman Steedman NNP work_j4jyyr4gnrbelgfykpcumrgui4 396 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 397 1 2000 2000 CD work_j4jyyr4gnrbelgfykpcumrgui4 397 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 398 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 398 2 Syntactic Syntactic NNP work_j4jyyr4gnrbelgfykpcumrgui4 398 3 Process Process NNP work_j4jyyr4gnrbelgfykpcumrgui4 398 4 . . . work_j4jyyr4gnrbelgfykpcumrgui4 399 1 The the DT work_j4jyyr4gnrbelgfykpcumrgui4 399 2 MIT MIT NNP work_j4jyyr4gnrbelgfykpcumrgui4 399 3 Press Press NNP work_j4jyyr4gnrbelgfykpcumrgui4 399 4 , , , work_j4jyyr4gnrbelgfykpcumrgui4 399 5 September September NNP work_j4jyyr4gnrbelgfykpcumrgui4 399 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 400 1 Yee Yee NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 2 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 400 3 Whye Whye NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 4 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 5 , , , work_j4jyyr4gnrbelgfykpcumrgui4 400 6 Michael Michael NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 7 I I NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 8 Jordan Jordan NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 9 , , , work_j4jyyr4gnrbelgfykpcumrgui4 400 10 Matthew Matthew NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 11 J J NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 12 Beal Beal NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 400 14 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 400 15 David David NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 16 M M NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 17 Blei Blei NNP work_j4jyyr4gnrbelgfykpcumrgui4 400 18 . . . work_j4jyyr4gnrbelgfykpcumrgui4 401 1 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 401 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 402 1 Hierarchical Hierarchical NNP work_j4jyyr4gnrbelgfykpcumrgui4 402 2 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 402 3 Pro- Pro- NNP work_j4jyyr4gnrbelgfykpcumrgui4 402 4 86 86 CD work_j4jyyr4gnrbelgfykpcumrgui4 402 5 cesses cesse NNS work_j4jyyr4gnrbelgfykpcumrgui4 402 6 . . . work_j4jyyr4gnrbelgfykpcumrgui4 403 1 Journal Journal NNP work_j4jyyr4gnrbelgfykpcumrgui4 403 2 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 403 3 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 403 4 American American NNP work_j4jyyr4gnrbelgfykpcumrgui4 403 5 Statistical Statistical NNP work_j4jyyr4gnrbelgfykpcumrgui4 403 6 Associa- Associa- NNP work_j4jyyr4gnrbelgfykpcumrgui4 403 7 tion tion NN work_j4jyyr4gnrbelgfykpcumrgui4 403 8 , , , work_j4jyyr4gnrbelgfykpcumrgui4 403 9 101(476):1566–1581 101(476):1566–1581 CD work_j4jyyr4gnrbelgfykpcumrgui4 403 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 404 1 Yee Yee NNP work_j4jyyr4gnrbelgfykpcumrgui4 404 2 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 404 3 Whye Whye NNP work_j4jyyr4gnrbelgfykpcumrgui4 404 4 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 404 5 . . . work_j4jyyr4gnrbelgfykpcumrgui4 405 1 2006 2006 CD work_j4jyyr4gnrbelgfykpcumrgui4 405 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 406 1 A a DT work_j4jyyr4gnrbelgfykpcumrgui4 406 2 Hierarchical Hierarchical NNP work_j4jyyr4gnrbelgfykpcumrgui4 406 3 Bayesian Bayesian NNP work_j4jyyr4gnrbelgfykpcumrgui4 406 4 Lan- Lan- NNP work_j4jyyr4gnrbelgfykpcumrgui4 406 5 guage guage NN work_j4jyyr4gnrbelgfykpcumrgui4 406 6 Model model NN work_j4jyyr4gnrbelgfykpcumrgui4 406 7 based base VBN work_j4jyyr4gnrbelgfykpcumrgui4 406 8 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 406 9 Pitman Pitman NNP work_j4jyyr4gnrbelgfykpcumrgui4 406 10 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 406 11 Yor Yor NNP work_j4jyyr4gnrbelgfykpcumrgui4 406 12 Processes Processes NNP work_j4jyyr4gnrbelgfykpcumrgui4 406 13 . . . work_j4jyyr4gnrbelgfykpcumrgui4 407 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 407 2 Pro- Pro- NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 3 ceedings ceeding NNS work_j4jyyr4gnrbelgfykpcumrgui4 407 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 407 5 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 407 6 21st 21st JJ work_j4jyyr4gnrbelgfykpcumrgui4 407 7 International International NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 8 Conference Conference NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 9 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 407 10 Com- Com- NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 11 putational putational JJ work_j4jyyr4gnrbelgfykpcumrgui4 407 12 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 13 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 407 14 44th 44th JJ work_j4jyyr4gnrbelgfykpcumrgui4 407 15 Annual Annual NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 16 Meeting Meeting NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 17 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 407 18 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 407 19 Association Association NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 20 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 407 21 Computational Computational NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 22 Linguistics Linguistics NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 23 , , , work_j4jyyr4gnrbelgfykpcumrgui4 407 24 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 407 25 985–992 985–992 CD work_j4jyyr4gnrbelgfykpcumrgui4 407 26 , , , work_j4jyyr4gnrbelgfykpcumrgui4 407 27 Sydney Sydney NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 28 , , , work_j4jyyr4gnrbelgfykpcumrgui4 407 29 Australia Australia NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 30 , , , work_j4jyyr4gnrbelgfykpcumrgui4 407 31 July July NNP work_j4jyyr4gnrbelgfykpcumrgui4 407 32 . . . work_j4jyyr4gnrbelgfykpcumrgui4 408 1 Yee Yee NNP work_j4jyyr4gnrbelgfykpcumrgui4 408 2 - - HYPH work_j4jyyr4gnrbelgfykpcumrgui4 408 3 Whye Whye NNP work_j4jyyr4gnrbelgfykpcumrgui4 408 4 Teh Teh NNP work_j4jyyr4gnrbelgfykpcumrgui4 408 5 . . . work_j4jyyr4gnrbelgfykpcumrgui4 409 1 2010 2010 CD work_j4jyyr4gnrbelgfykpcumrgui4 409 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 410 1 Dirichlet Dirichlet NNP work_j4jyyr4gnrbelgfykpcumrgui4 410 2 Process Process NNP work_j4jyyr4gnrbelgfykpcumrgui4 410 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 411 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 411 2 Encyclope- Encyclope- NNP work_j4jyyr4gnrbelgfykpcumrgui4 411 3 dia dia NN work_j4jyyr4gnrbelgfykpcumrgui4 411 4 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 411 5 Machine Machine NNP work_j4jyyr4gnrbelgfykpcumrgui4 411 6 Learning Learning NNP work_j4jyyr4gnrbelgfykpcumrgui4 411 7 , , , work_j4jyyr4gnrbelgfykpcumrgui4 411 8 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 411 9 280–287 280–287 CD work_j4jyyr4gnrbelgfykpcumrgui4 411 10 . . . work_j4jyyr4gnrbelgfykpcumrgui4 412 1 Springer Springer NNP work_j4jyyr4gnrbelgfykpcumrgui4 412 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 413 1 Kewei Kewei NNP work_j4jyyr4gnrbelgfykpcumrgui4 413 2 Tu Tu NNP work_j4jyyr4gnrbelgfykpcumrgui4 413 3 . . . work_j4jyyr4gnrbelgfykpcumrgui4 414 1 2012 2012 CD work_j4jyyr4gnrbelgfykpcumrgui4 414 2 . . . work_j4jyyr4gnrbelgfykpcumrgui4 415 1 Combining combine VBG work_j4jyyr4gnrbelgfykpcumrgui4 415 2 the the DT work_j4jyyr4gnrbelgfykpcumrgui4 415 3 Sparsity Sparsity NNP work_j4jyyr4gnrbelgfykpcumrgui4 415 4 and and CC work_j4jyyr4gnrbelgfykpcumrgui4 415 5 Unambi- Unambi- NNP work_j4jyyr4gnrbelgfykpcumrgui4 415 6 guity guity NN work_j4jyyr4gnrbelgfykpcumrgui4 415 7 Biases bias NNS work_j4jyyr4gnrbelgfykpcumrgui4 415 8 for for IN work_j4jyyr4gnrbelgfykpcumrgui4 415 9 Grammar Grammar NNP work_j4jyyr4gnrbelgfykpcumrgui4 415 10 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 415 11 . . . work_j4jyyr4gnrbelgfykpcumrgui4 416 1 In in IN work_j4jyyr4gnrbelgfykpcumrgui4 416 2 NAACL NAACL NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 3 HLT HLT NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 4 Workshop Workshop NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 5 on on IN work_j4jyyr4gnrbelgfykpcumrgui4 416 6 Induction Induction NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 7 of of IN work_j4jyyr4gnrbelgfykpcumrgui4 416 8 Linguistic Linguistic NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 9 Structure Structure NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 10 , , , work_j4jyyr4gnrbelgfykpcumrgui4 416 11 pages page VBZ work_j4jyyr4gnrbelgfykpcumrgui4 416 12 105–110 105–110 CD work_j4jyyr4gnrbelgfykpcumrgui4 416 13 , , , work_j4jyyr4gnrbelgfykpcumrgui4 416 14 Montréal Montréal NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 15 , , , work_j4jyyr4gnrbelgfykpcumrgui4 416 16 Canada Canada NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 17 , , , work_j4jyyr4gnrbelgfykpcumrgui4 416 18 June June NNP work_j4jyyr4gnrbelgfykpcumrgui4 416 19 . . . work_j4jyyr4gnrbelgfykpcumrgui4 417 1 87 87 CD work_j4jyyr4gnrbelgfykpcumrgui4 417 2 88 88 CD