id sid tid token lemma pos work_pomvj2ifwrbwjdcmiw5ube5dge 1 1 Learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 1 2 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 3 Understand Understand NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 4 Phrases Phrases NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 5 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 6 Embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 1 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 1 8 Dictionary Dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 9 Felix Felix NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 10 Hill Hill NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 11 Computer Computer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 12 Laboratory Laboratory NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 13 University University NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 15 Cambridge Cambridge NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 16 felix.hill@cl.cam.ac.uk felix.hill@cl.cam.ac.uk NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 17 Kyunghyun Kyunghyun NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 18 Cho∗ Cho∗ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 19 Courant Courant NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 20 Institute Institute NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 21 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 22 Mathematical Mathematical NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 23 Sciences Sciences NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 1 24 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 1 25 Centre Centre NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 26 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 27 Data Data NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 28 Science Science NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 29 New New NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 30 York York NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 31 University University NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 32 kyunghyun.cho@nyu.edu kyunghyun.cho@nyu.edu NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 33 Anna Anna NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 34 Korhonen Korhonen NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 35 Department Department NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 36 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 37 Theoretical Theoretical NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 38 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 1 39 Applied Applied NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 40 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 41 University University NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 42 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 43 Cambridge Cambridge NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 44 alk23@cam.ac.uk alk23@cam.ac.uk NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 45 Yoshua Yoshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 46 Bengio Bengio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 47 CIFAR CIFAR NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 48 Senior Senior NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 49 Fellow Fellow NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 50 Université Université NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 51 de de IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 52 Montréal Montréal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 53 yoshua.bengio@umontreal.ca yoshua.bengio@umontreal.ca . work_pomvj2ifwrbwjdcmiw5ube5dge 1 54 Abstract Abstract NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 55 Distributional Distributional NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 56 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 1 57 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 1 58 learn learn VBP work_pomvj2ifwrbwjdcmiw5ube5dge 1 59 rich rich JJ work_pomvj2ifwrbwjdcmiw5ube5dge 1 60 seman- seman- NN work_pomvj2ifwrbwjdcmiw5ube5dge 1 61 tic tic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 1 62 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 1 63 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 1 64 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 1 65 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 1 66 success success NN work_pomvj2ifwrbwjdcmiw5ube5dge 1 67 story story NN work_pomvj2ifwrbwjdcmiw5ube5dge 1 68 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 1 69 recent recent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 1 70 NLP NLP NNP work_pomvj2ifwrbwjdcmiw5ube5dge 1 71 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 1 72 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 2 1 However however RB work_pomvj2ifwrbwjdcmiw5ube5dge 2 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 2 3 develop- develop- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 2 4 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 2 5 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 2 6 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 2 7 learn learn VBP work_pomvj2ifwrbwjdcmiw5ube5dge 2 8 useful useful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 2 9 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 2 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 2 11 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 2 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 2 13 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 2 14 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 2 15 proved prove VBN work_pomvj2ifwrbwjdcmiw5ube5dge 2 16 far far RB work_pomvj2ifwrbwjdcmiw5ube5dge 2 17 harder hard RBR work_pomvj2ifwrbwjdcmiw5ube5dge 2 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 3 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 3 2 propose propose VBP work_pomvj2ifwrbwjdcmiw5ube5dge 3 3 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 3 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 3 5 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 3 6 found find VBN work_pomvj2ifwrbwjdcmiw5ube5dge 3 7 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 3 8 everyday everyday JJ work_pomvj2ifwrbwjdcmiw5ube5dge 3 9 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 3 10 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 3 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 3 12 means means NN work_pomvj2ifwrbwjdcmiw5ube5dge 3 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 3 14 bridg- bridg- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 3 15 ing ing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 3 16 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 3 17 gap gap NN work_pomvj2ifwrbwjdcmiw5ube5dge 3 18 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 3 19 lexical lexical NNP work_pomvj2ifwrbwjdcmiw5ube5dge 3 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 3 21 phrasal phrasal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 3 22 se- se- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 3 23 mantics mantic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 3 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 4 1 Neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 4 2 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 4 3 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 4 4 mod- mod- NN work_pomvj2ifwrbwjdcmiw5ube5dge 4 5 els els NNP work_pomvj2ifwrbwjdcmiw5ube5dge 4 6 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 4 7 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 4 8 effectively effectively RB work_pomvj2ifwrbwjdcmiw5ube5dge 4 9 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 4 10 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 4 11 map map VB work_pomvj2ifwrbwjdcmiw5ube5dge 4 12 dictio- dictio- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 4 13 nary nary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 4 14 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 4 15 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 4 16 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 4 17 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 4 18 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 4 19 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 4 20 lexical lexical NNP work_pomvj2ifwrbwjdcmiw5ube5dge 4 21 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 4 22 repre- repre- NN work_pomvj2ifwrbwjdcmiw5ube5dge 4 23 sentations sentation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 4 24 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 4 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 4 26 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 4 27 defined define VBN work_pomvj2ifwrbwjdcmiw5ube5dge 4 28 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 4 29 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 4 30 defi- defi- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 4 31 nitions nition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 4 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 5 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 5 2 present present VBP work_pomvj2ifwrbwjdcmiw5ube5dge 5 3 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 5 4 applications application NNS work_pomvj2ifwrbwjdcmiw5ube5dge 5 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 5 6 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 5 7 architectures architecture NNS work_pomvj2ifwrbwjdcmiw5ube5dge 5 8 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 5 9 reverse reverse VB work_pomvj2ifwrbwjdcmiw5ube5dge 5 10 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 5 11 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 5 12 return return VBP work_pomvj2ifwrbwjdcmiw5ube5dge 5 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 5 14 name name NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 5 16 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 5 17 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 18 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 5 19 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 5 20 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 21 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 5 22 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 23 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 5 24 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 5 25 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 5 26 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 27 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 28 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 5 29 answerers answerer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 5 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 6 1 On on IN work_pomvj2ifwrbwjdcmiw5ube5dge 6 2 both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 6 3 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 6 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 6 5 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 6 lan- lan- NN work_pomvj2ifwrbwjdcmiw5ube5dge 6 7 guage guage NN work_pomvj2ifwrbwjdcmiw5ube5dge 6 8 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 6 9 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 6 10 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 6 11 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 6 12 defini- defini- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 13 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 6 14 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 6 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 6 16 handful handful NN work_pomvj2ifwrbwjdcmiw5ube5dge 6 17 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 6 18 freely freely RB work_pomvj2ifwrbwjdcmiw5ube5dge 6 19 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 6 20 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 21 lex- lex- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 22 ical ical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 23 resources resource NNS work_pomvj2ifwrbwjdcmiw5ube5dge 6 24 perform perform VBP work_pomvj2ifwrbwjdcmiw5ube5dge 6 25 as as RB work_pomvj2ifwrbwjdcmiw5ube5dge 6 26 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 6 27 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 6 28 better well JJR work_pomvj2ifwrbwjdcmiw5ube5dge 6 29 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 6 30 existing exist VBG work_pomvj2ifwrbwjdcmiw5ube5dge 6 31 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 32 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 6 33 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 6 34 rely rely VBP work_pomvj2ifwrbwjdcmiw5ube5dge 6 35 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 6 36 sig- sig- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 37 nificant nificant JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 38 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 6 39 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 6 40 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 6 41 engineering engineering NN work_pomvj2ifwrbwjdcmiw5ube5dge 6 42 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 7 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 7 2 re- re- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 7 3 sults sult NNS work_pomvj2ifwrbwjdcmiw5ube5dge 7 4 highlight highlight VBP work_pomvj2ifwrbwjdcmiw5ube5dge 7 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 7 6 effectiveness effectiveness NN work_pomvj2ifwrbwjdcmiw5ube5dge 7 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 7 8 both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 7 9 neu- neu- DT work_pomvj2ifwrbwjdcmiw5ube5dge 7 10 ral ral JJ work_pomvj2ifwrbwjdcmiw5ube5dge 7 11 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 7 12 architectures architecture NNS work_pomvj2ifwrbwjdcmiw5ube5dge 7 13 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 7 14 definition- definition- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 7 15 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 7 16 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 7 17 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 7 18 developing develop VBG work_pomvj2ifwrbwjdcmiw5ube5dge 7 19 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 7 20 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 7 21 un- un- VBP work_pomvj2ifwrbwjdcmiw5ube5dge 7 22 derstand derstand NN work_pomvj2ifwrbwjdcmiw5ube5dge 7 23 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 7 24 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 7 25 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 7 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 8 1 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 8 2 Introduction introduction NN work_pomvj2ifwrbwjdcmiw5ube5dge 8 3 Much much JJ work_pomvj2ifwrbwjdcmiw5ube5dge 8 4 recent recent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 8 5 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 8 6 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 8 7 computational computational JJ work_pomvj2ifwrbwjdcmiw5ube5dge 8 8 seman- seman- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 8 9 tics tics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 8 10 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 8 11 focussed focusse VBN work_pomvj2ifwrbwjdcmiw5ube5dge 8 12 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 8 13 learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 8 14 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 8 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 8 16 arbitrary arbitrary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 8 17 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 8 18 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 8 19 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 8 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 8 21 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 8 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 9 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 9 2 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 9 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 9 4 challenging challenge VBG work_pomvj2ifwrbwjdcmiw5ube5dge 9 5 partly partly RB work_pomvj2ifwrbwjdcmiw5ube5dge 9 6 because because IN work_pomvj2ifwrbwjdcmiw5ube5dge 9 7 there there EX work_pomvj2ifwrbwjdcmiw5ube5dge 9 8 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 9 9 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 9 10 obvious obvious JJ work_pomvj2ifwrbwjdcmiw5ube5dge 9 11 gold gold NN work_pomvj2ifwrbwjdcmiw5ube5dge 9 12 standard standard NN work_pomvj2ifwrbwjdcmiw5ube5dge 9 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 9 14 phrasal phrasal NN work_pomvj2ifwrbwjdcmiw5ube5dge 9 15 representation representation NN work_pomvj2ifwrbwjdcmiw5ube5dge 9 16 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 9 17 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 9 18 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 9 19 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 9 20 ∗ ∗ . work_pomvj2ifwrbwjdcmiw5ube5dge 9 21 Work work NN work_pomvj2ifwrbwjdcmiw5ube5dge 9 22 mainly mainly RB work_pomvj2ifwrbwjdcmiw5ube5dge 9 23 done do VBN work_pomvj2ifwrbwjdcmiw5ube5dge 9 24 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 9 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 9 26 University University NNP work_pomvj2ifwrbwjdcmiw5ube5dge 9 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 9 28 Montreal Montreal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 9 29 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 10 1 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 10 2 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 10 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 10 4 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 10 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 11 1 Consequently consequently RB work_pomvj2ifwrbwjdcmiw5ube5dge 11 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 11 3 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 11 4 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 11 5 diffi- diffi- NN work_pomvj2ifwrbwjdcmiw5ube5dge 11 6 cult cult NN work_pomvj2ifwrbwjdcmiw5ube5dge 11 7 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 11 8 design design VB work_pomvj2ifwrbwjdcmiw5ube5dge 11 9 approaches approach NNS work_pomvj2ifwrbwjdcmiw5ube5dge 11 10 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 11 11 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 11 12 learn learn VB work_pomvj2ifwrbwjdcmiw5ube5dge 11 13 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 11 14 such such PDT work_pomvj2ifwrbwjdcmiw5ube5dge 11 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 11 16 gold gold JJ work_pomvj2ifwrbwjdcmiw5ube5dge 11 17 standard standard NN work_pomvj2ifwrbwjdcmiw5ube5dge 11 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 11 19 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 11 20 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 11 21 hard hard JJ work_pomvj2ifwrbwjdcmiw5ube5dge 11 22 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 11 23 evaluate evaluate VB work_pomvj2ifwrbwjdcmiw5ube5dge 11 24 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 11 25 compare compare VB work_pomvj2ifwrbwjdcmiw5ube5dge 11 26 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 11 27 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 11 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 12 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 12 2 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 12 3 work work NN work_pomvj2ifwrbwjdcmiw5ube5dge 12 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 12 5 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 12 6 use use VBP work_pomvj2ifwrbwjdcmiw5ube5dge 12 7 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 12 8 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 12 9 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 12 10 ad- ad- RB work_pomvj2ifwrbwjdcmiw5ube5dge 12 11 dress dress VB work_pomvj2ifwrbwjdcmiw5ube5dge 12 12 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 12 13 issue issue NN work_pomvj2ifwrbwjdcmiw5ube5dge 12 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 13 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 13 2 composed compose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 13 3 meaning meaning NN work_pomvj2ifwrbwjdcmiw5ube5dge 13 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 13 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 13 6 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 13 7 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 13 8 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 13 9 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 13 10 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 13 11 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 13 12 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 13 13 tall tall JJ work_pomvj2ifwrbwjdcmiw5ube5dge 13 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 13 15 long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 13 16 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 13 17 necked necked JJ work_pomvj2ifwrbwjdcmiw5ube5dge 13 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 13 19 spotted spot VBN work_pomvj2ifwrbwjdcmiw5ube5dge 13 20 ruminant ruminant NN work_pomvj2ifwrbwjdcmiw5ube5dge 13 21 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 13 22 Africa Africa NNP work_pomvj2ifwrbwjdcmiw5ube5dge 13 23 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 13 24 should should MD work_pomvj2ifwrbwjdcmiw5ube5dge 13 25 correspond correspond VB work_pomvj2ifwrbwjdcmiw5ube5dge 13 26 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 13 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 13 28 meaning meaning NN work_pomvj2ifwrbwjdcmiw5ube5dge 13 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 13 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 13 31 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 13 32 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 13 33 define define VBP work_pomvj2ifwrbwjdcmiw5ube5dge 13 34 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 13 35 giraffe giraffe NNP work_pomvj2ifwrbwjdcmiw5ube5dge 13 36 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 13 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 14 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 14 2 bridge bridge NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 3 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 14 4 lexical lexical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 14 5 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 14 6 phrasal phrasal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 14 7 semantics semantic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 14 8 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 14 9 use- use- NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 10 ful ful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 14 11 because because IN work_pomvj2ifwrbwjdcmiw5ube5dge 14 12 high high JJ work_pomvj2ifwrbwjdcmiw5ube5dge 14 13 quality quality NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 14 vector vector NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 15 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 14 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 14 17 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 14 18 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 14 19 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 14 20 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 14 21 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 14 22 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 14 23 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 14 24 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 25 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 14 26 learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 14 27 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 14 28 combine combine VB work_pomvj2ifwrbwjdcmiw5ube5dge 14 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 14 30 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 14 31 into into IN work_pomvj2ifwrbwjdcmiw5ube5dge 14 32 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 14 33 coherent coherent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 14 34 phrasal phrasal NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 35 repre- repre- NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 36 sentation sentation NN work_pomvj2ifwrbwjdcmiw5ube5dge 14 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 15 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 15 2 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 15 3 still still RB work_pomvj2ifwrbwjdcmiw5ube5dge 15 4 requires require VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 15 5 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 15 6 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 15 7 capable capable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 15 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 15 9 learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 15 10 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 15 11 map map VB work_pomvj2ifwrbwjdcmiw5ube5dge 15 12 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 15 13 arbitrary arbitrary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 15 14 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 15 15 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 15 16 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 15 17 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 15 18 fixed fix VBN work_pomvj2ifwrbwjdcmiw5ube5dge 15 19 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 15 20 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 15 21 continuous continuous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 15 22 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 15 23 valued value VBN work_pomvj2ifwrbwjdcmiw5ube5dge 15 24 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 15 25 vectors vector NNS work_pomvj2ifwrbwjdcmiw5ube5dge 15 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 16 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 16 2 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 16 3 purpose purpose NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 4 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 16 5 experiment experiment VBP work_pomvj2ifwrbwjdcmiw5ube5dge 16 6 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 16 7 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 16 8 broad broad JJ work_pomvj2ifwrbwjdcmiw5ube5dge 16 9 classes class NNS work_pomvj2ifwrbwjdcmiw5ube5dge 16 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 16 11 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 16 12 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 13 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 16 14 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 15 NLMs NLMs NNP work_pomvj2ifwrbwjdcmiw5ube5dge 16 16 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 17 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 16 18 Recur- recur- NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 19 rent rent NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 20 Neural Neural NNP work_pomvj2ifwrbwjdcmiw5ube5dge 16 21 Networks Networks NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 16 22 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 23 RNNs RNNs NNP work_pomvj2ifwrbwjdcmiw5ube5dge 16 24 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 16 26 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 16 27 naturally naturally RB work_pomvj2ifwrbwjdcmiw5ube5dge 16 28 en- en- VBP work_pomvj2ifwrbwjdcmiw5ube5dge 16 29 code code NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 16 31 order order NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 32 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 16 33 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 34 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 16 35 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 16 36 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 16 37 simpler simple JJR work_pomvj2ifwrbwjdcmiw5ube5dge 16 38 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 39 feed- feed- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 16 40 forward forward JJ work_pomvj2ifwrbwjdcmiw5ube5dge 16 41 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 42 bag bag NN work_pomvj2ifwrbwjdcmiw5ube5dge 16 43 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 16 44 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 16 45 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 16 46 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 16 47 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 48 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 16 49 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 16 50 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 16 51 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 16 52 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 17 1 Prior prior RB work_pomvj2ifwrbwjdcmiw5ube5dge 17 2 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 17 3 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 17 4 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 17 5 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 17 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 17 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 17 8 learn learn VBP work_pomvj2ifwrbwjdcmiw5ube5dge 17 9 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 17 10 lexi- lexi- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 17 11 cal cal NN work_pomvj2ifwrbwjdcmiw5ube5dge 17 12 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 17 13 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 17 14 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 17 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 17 16 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 17 17 soft- soft- NN work_pomvj2ifwrbwjdcmiw5ube5dge 17 18 ware ware NN work_pomvj2ifwrbwjdcmiw5ube5dge 17 19 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 17 20 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 17 21 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 17 22 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 17 23 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 17 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 17 25 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 17 26 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 17 27 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 17 28 billions billion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 17 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 17 30 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 17 31 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 17 32 raw raw JJ work_pomvj2ifwrbwjdcmiw5ube5dge 17 33 text text NN work_pomvj2ifwrbwjdcmiw5ube5dge 17 34 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 18 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 18 2 demonstrate demonstrate VBP work_pomvj2ifwrbwjdcmiw5ube5dge 18 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 18 4 usefulness usefulness NN work_pomvj2ifwrbwjdcmiw5ube5dge 18 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 18 6 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 18 7 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 18 8 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 18 9 building build VBG work_pomvj2ifwrbwjdcmiw5ube5dge 18 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 18 11 releasing release VBG work_pomvj2ifwrbwjdcmiw5ube5dge 18 12 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 18 13 applications application NNS work_pomvj2ifwrbwjdcmiw5ube5dge 18 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 19 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 19 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 19 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 19 4 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 19 5 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 19 6 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 19 7 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 19 8 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 19 9 finder finder NN work_pomvj2ifwrbwjdcmiw5ube5dge 19 10 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 19 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 19 12 system system NN work_pomvj2ifwrbwjdcmiw5ube5dge 19 13 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 19 14 returns return VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 19 15 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 19 16 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 19 17 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 19 18 user user NN work_pomvj2ifwrbwjdcmiw5ube5dge 19 19 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 19 20 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 19 21 defini- defini- NN work_pomvj2ifwrbwjdcmiw5ube5dge 19 22 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 19 23 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 19 24 Zock Zock NNP work_pomvj2ifwrbwjdcmiw5ube5dge 19 25 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 19 26 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 19 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 19 28 2004 2004 CD work_pomvj2ifwrbwjdcmiw5ube5dge 19 29 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 19 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 20 1 Reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 20 2 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 3 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 20 4 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 20 5 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 20 6 copywriters copywriter NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 20 8 novelists novelist NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 20 10 translators translator NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 20 12 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 20 13 professional professional JJ work_pomvj2ifwrbwjdcmiw5ube5dge 20 14 writers writer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 15 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 20 16 find find VB work_pomvj2ifwrbwjdcmiw5ube5dge 20 17 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 18 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 20 19 notions notion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 20 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 20 21 ideas idea NNS work_pomvj2ifwrbwjdcmiw5ube5dge 20 22 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 20 23 might may MD work_pomvj2ifwrbwjdcmiw5ube5dge 20 24 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 20 25 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 20 26 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 20 27 tip tip NN work_pomvj2ifwrbwjdcmiw5ube5dge 20 28 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 20 29 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 20 30 tongue tongue NN work_pomvj2ifwrbwjdcmiw5ube5dge 20 31 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 21 1 17 17 CD work_pomvj2ifwrbwjdcmiw5ube5dge 21 2 Transactions transaction NNS work_pomvj2ifwrbwjdcmiw5ube5dge 21 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 21 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 21 5 Association Association NNP work_pomvj2ifwrbwjdcmiw5ube5dge 21 6 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 21 7 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 21 8 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 21 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 21 10 vol vol NNP work_pomvj2ifwrbwjdcmiw5ube5dge 21 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 22 1 4 4 LS work_pomvj2ifwrbwjdcmiw5ube5dge 22 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 22 3 pp pp NNP work_pomvj2ifwrbwjdcmiw5ube5dge 22 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 23 1 17–30 17–30 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 23 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 23 3 2016 2016 CD work_pomvj2ifwrbwjdcmiw5ube5dge 23 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 24 1 Action Action NNP work_pomvj2ifwrbwjdcmiw5ube5dge 24 2 Editor Editor NNP work_pomvj2ifwrbwjdcmiw5ube5dge 24 3 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 24 4 Chris Chris NNP work_pomvj2ifwrbwjdcmiw5ube5dge 24 5 Callison Callison NNP work_pomvj2ifwrbwjdcmiw5ube5dge 24 6 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 24 7 Burch Burch NNP work_pomvj2ifwrbwjdcmiw5ube5dge 24 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 25 1 Submission submission NN work_pomvj2ifwrbwjdcmiw5ube5dge 25 2 batch batch NN work_pomvj2ifwrbwjdcmiw5ube5dge 25 3 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 25 4 9/2015 9/2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 25 5 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 25 6 revised revise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 25 7 12/2015 12/2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 25 8 ; ; , work_pomvj2ifwrbwjdcmiw5ube5dge 25 9 revised revise VBD work_pomvj2ifwrbwjdcmiw5ube5dge 25 10 1/2016 1/2016 CD work_pomvj2ifwrbwjdcmiw5ube5dge 25 11 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 25 12 Published publish VBN work_pomvj2ifwrbwjdcmiw5ube5dge 25 13 2/2016 2/2016 CD work_pomvj2ifwrbwjdcmiw5ube5dge 25 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 26 1 c c NNP work_pomvj2ifwrbwjdcmiw5ube5dge 26 2 © © NNP work_pomvj2ifwrbwjdcmiw5ube5dge 26 3 2016 2016 CD work_pomvj2ifwrbwjdcmiw5ube5dge 26 4 Association Association NNP work_pomvj2ifwrbwjdcmiw5ube5dge 26 5 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 26 6 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 26 7 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 26 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 27 1 Distributed distribute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 27 2 under under IN work_pomvj2ifwrbwjdcmiw5ube5dge 27 3 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 27 4 CC cc NN work_pomvj2ifwrbwjdcmiw5ube5dge 27 5 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 27 6 BY BY NNP work_pomvj2ifwrbwjdcmiw5ube5dge 27 7 4.0 4.0 CD work_pomvj2ifwrbwjdcmiw5ube5dge 27 8 license license NN work_pomvj2ifwrbwjdcmiw5ube5dge 27 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 28 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 28 2 instance instance NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 28 4 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 28 5 travel travel NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 6 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 28 7 writer writer NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 8 might may MD work_pomvj2ifwrbwjdcmiw5ube5dge 28 9 look look VB work_pomvj2ifwrbwjdcmiw5ube5dge 28 10 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 28 11 enhance enhance VB work_pomvj2ifwrbwjdcmiw5ube5dge 28 12 her -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 28 13 prose prose NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 14 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 28 15 searching search VBG work_pomvj2ifwrbwjdcmiw5ube5dge 28 16 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 28 17 examples example NNS work_pomvj2ifwrbwjdcmiw5ube5dge 28 18 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 28 19 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 28 20 country country NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 21 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 28 22 people people NNS work_pomvj2ifwrbwjdcmiw5ube5dge 28 23 associate associate VBP work_pomvj2ifwrbwjdcmiw5ube5dge 28 24 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 28 25 warm warm JJ work_pomvj2ifwrbwjdcmiw5ube5dge 28 26 weather weather NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 27 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 28 28 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 28 29 ac- ac- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 28 30 tivity tivity NN work_pomvj2ifwrbwjdcmiw5ube5dge 28 31 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 28 32 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 28 33 mentally mentally RB work_pomvj2ifwrbwjdcmiw5ube5dge 28 34 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 28 35 physically physically RB work_pomvj2ifwrbwjdcmiw5ube5dge 28 36 demanding demand VBG work_pomvj2ifwrbwjdcmiw5ube5dge 28 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 29 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 29 2 show show VBP work_pomvj2ifwrbwjdcmiw5ube5dge 29 3 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 29 4 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 29 5 NLM NLM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 29 6 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 29 7 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 29 8 reverse reverse NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 9 dictionary dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 29 10 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 29 11 on on RP work_pomvj2ifwrbwjdcmiw5ube5dge 29 12 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 29 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 29 14 handful handful NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 29 16 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 29 17 identifies identifie NNS work_pomvj2ifwrbwjdcmiw5ube5dge 29 18 novel novel NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 19 def- def- NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 20 initions inition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 29 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 29 22 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 23 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 29 24 comparably comparably RB work_pomvj2ifwrbwjdcmiw5ube5dge 29 25 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 29 26 bet- bet- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 29 27 ter ter NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 28 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 29 29 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 29 30 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 29 31 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 29 32 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 29 33 rely rely VBP work_pomvj2ifwrbwjdcmiw5ube5dge 29 34 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 29 35 signif- signif- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 29 36 icant icant NNP work_pomvj2ifwrbwjdcmiw5ube5dge 29 37 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 38 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 29 39 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 29 40 engineering engineering NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 41 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 29 42 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 29 43 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 29 44 much much RB work_pomvj2ifwrbwjdcmiw5ube5dge 29 45 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 29 46 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 29 47 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 29 48 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 30 1 Moreover moreover RB work_pomvj2ifwrbwjdcmiw5ube5dge 30 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 30 3 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 30 4 exploiting exploit VBG work_pomvj2ifwrbwjdcmiw5ube5dge 30 5 mod- mod- NN work_pomvj2ifwrbwjdcmiw5ube5dge 30 6 els els IN work_pomvj2ifwrbwjdcmiw5ube5dge 30 7 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 30 8 learn learn VBP work_pomvj2ifwrbwjdcmiw5ube5dge 30 9 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 30 10 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 30 11 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 30 12 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 30 13 Vulic Vulic NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 14 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 30 15 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 16 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 30 18 2011 2011 CD work_pomvj2ifwrbwjdcmiw5ube5dge 30 19 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 30 20 Klementiev Klementiev NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 21 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 30 22 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 23 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 30 25 2012 2012 CD work_pomvj2ifwrbwjdcmiw5ube5dge 30 26 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 30 27 Hermann Hermann NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 28 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 30 29 Blunsom Blunsom NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 30 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 30 31 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 30 32 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 30 33 Gouws Gouws NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 34 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 35 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 36 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 37 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 30 38 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 30 39 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 30 40 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 30 41 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 30 42 show show VBP work_pomvj2ifwrbwjdcmiw5ube5dge 30 43 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 30 44 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 30 45 NLM NLM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 30 46 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 30 47 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 30 48 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 30 49 easily easily RB work_pomvj2ifwrbwjdcmiw5ube5dge 30 50 extended extend VBN work_pomvj2ifwrbwjdcmiw5ube5dge 30 51 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 30 52 pro- pro- RB work_pomvj2ifwrbwjdcmiw5ube5dge 30 53 duce duce VB work_pomvj2ifwrbwjdcmiw5ube5dge 30 54 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 30 55 potentially potentially RB work_pomvj2ifwrbwjdcmiw5ube5dge 30 56 useful useful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 30 57 cross cross JJ work_pomvj2ifwrbwjdcmiw5ube5dge 30 58 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 30 59 lingual lingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 30 60 reverse reverse NN work_pomvj2ifwrbwjdcmiw5ube5dge 30 61 dic- dic- DT work_pomvj2ifwrbwjdcmiw5ube5dge 30 62 tionary tionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 30 63 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 31 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 31 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 31 3 application application NN work_pomvj2ifwrbwjdcmiw5ube5dge 31 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 31 5 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 31 6 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 31 7 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 31 8 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 31 9 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 31 10 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 31 11 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 31 12 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 31 13 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 31 14 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 31 15 answerer answerer NN work_pomvj2ifwrbwjdcmiw5ube5dge 31 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 32 1 When when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 32 2 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 32 3 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 32 4 both both CC work_pomvj2ifwrbwjdcmiw5ube5dge 32 5 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 32 6 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 32 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 32 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 32 9 opening open VBG work_pomvj2ifwrbwjdcmiw5ube5dge 32 10 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 32 11 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 32 12 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 32 13 articles article NNS work_pomvj2ifwrbwjdcmiw5ube5dge 32 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 32 15 NLMs NLMs NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 32 16 pro- pro- NN work_pomvj2ifwrbwjdcmiw5ube5dge 32 17 duce duce VBP work_pomvj2ifwrbwjdcmiw5ube5dge 32 18 plausible plausible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 32 19 answers answer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 32 20 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 32 21 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 32 22 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 32 23 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 32 24 cryptic cryptic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 32 25 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 32 26 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 32 27 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 32 28 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 32 29 even even RB work_pomvj2ifwrbwjdcmiw5ube5dge 32 30 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 32 31 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 32 32 apparently apparently RB work_pomvj2ifwrbwjdcmiw5ube5dge 32 33 require require VBP work_pomvj2ifwrbwjdcmiw5ube5dge 32 34 detailed detailed JJ work_pomvj2ifwrbwjdcmiw5ube5dge 32 35 world world NN work_pomvj2ifwrbwjdcmiw5ube5dge 32 36 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 32 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 33 1 Both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 33 2 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 33 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 33 4 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 33 5 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 33 6 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 33 7 outperform outperform RB work_pomvj2ifwrbwjdcmiw5ube5dge 33 8 bespoke bespoke VB work_pomvj2ifwrbwjdcmiw5ube5dge 33 9 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 33 10 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 33 11 solvers solver NNS work_pomvj2ifwrbwjdcmiw5ube5dge 33 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 33 13 particularly particularly RB work_pomvj2ifwrbwjdcmiw5ube5dge 33 14 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 33 15 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 33 16 contain contain VBP work_pomvj2ifwrbwjdcmiw5ube5dge 33 17 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 33 18 greater great JJR work_pomvj2ifwrbwjdcmiw5ube5dge 33 19 number number NN work_pomvj2ifwrbwjdcmiw5ube5dge 33 20 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 33 21 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 33 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 34 1 Qualitative qualitative JJ work_pomvj2ifwrbwjdcmiw5ube5dge 34 2 analysis analysis NN work_pomvj2ifwrbwjdcmiw5ube5dge 34 3 reveals reveal VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 34 4 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 34 5 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 34 6 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 34 7 learn learn VB work_pomvj2ifwrbwjdcmiw5ube5dge 34 8 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 34 9 relate relate VB work_pomvj2ifwrbwjdcmiw5ube5dge 34 10 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 34 11 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 34 12 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 34 13 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 34 14 directly directly RB work_pomvj2ifwrbwjdcmiw5ube5dge 34 15 con- con- NN work_pomvj2ifwrbwjdcmiw5ube5dge 34 16 nected necte VBN work_pomvj2ifwrbwjdcmiw5ube5dge 34 17 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 34 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 34 19 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 34 20 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 34 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 34 22 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 34 23 thus thus RB work_pomvj2ifwrbwjdcmiw5ube5dge 34 24 generalise generalise VB work_pomvj2ifwrbwjdcmiw5ube5dge 34 25 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 34 26 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 34 27 unseen unseen JJ work_pomvj2ifwrbwjdcmiw5ube5dge 34 28 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 34 29 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 35 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 35 2 facilitate facilitate VB work_pomvj2ifwrbwjdcmiw5ube5dge 35 3 further further JJ work_pomvj2ifwrbwjdcmiw5ube5dge 35 4 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 35 6 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 35 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 35 8 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 35 9 code code NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 35 11 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 35 13 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 14 sets set NNS work_pomvj2ifwrbwjdcmiw5ube5dge 35 15 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 35 16 together together RB work_pomvj2ifwrbwjdcmiw5ube5dge 35 17 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 35 18 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 35 19 system system NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 20 demo demo NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 21 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 35 22 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 35 23 published publish VBN work_pomvj2ifwrbwjdcmiw5ube5dge 35 24 online online RB work_pomvj2ifwrbwjdcmiw5ube5dge 35 25 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 35 26 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 35 27 paper.1 paper.1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 35 28 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 35 29 Neural Neural NNP work_pomvj2ifwrbwjdcmiw5ube5dge 35 30 Language Language NNP work_pomvj2ifwrbwjdcmiw5ube5dge 35 31 Model Model NNP work_pomvj2ifwrbwjdcmiw5ube5dge 35 32 Architectures architecture VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 35 33 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 35 34 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 35 35 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 36 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 35 37 apply apply VBP work_pomvj2ifwrbwjdcmiw5ube5dge 35 38 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 35 39 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 35 40 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 41 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 35 42 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 35 43 learning learning NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 44 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 45 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 35 46 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 35 47 recurrent recurrent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 35 48 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 35 49 network network NN work_pomvj2ifwrbwjdcmiw5ube5dge 35 50 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 35 51 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 35 52 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 35 53 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 36 1 RNNs rnn NNS work_pomvj2ifwrbwjdcmiw5ube5dge 36 2 operate operate VBP work_pomvj2ifwrbwjdcmiw5ube5dge 36 3 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 36 4 variable variable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 36 5 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 36 6 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 36 7 sequences sequence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 36 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 36 9 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 36 10 puts put NNS work_pomvj2ifwrbwjdcmiw5ube5dge 36 11 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 36 12 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 36 13 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 36 14 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 36 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 36 16 natural natural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 36 17 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 36 18 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 36 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 36 20 de- de- CC work_pomvj2ifwrbwjdcmiw5ube5dge 36 21 scriptions scription NNS work_pomvj2ifwrbwjdcmiw5ube5dge 36 22 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 36 23 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 36 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 37 1 RNNs rnn NNS work_pomvj2ifwrbwjdcmiw5ube5dge 37 2 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 3 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 37 4 LSTMs LSTMs NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 5 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 6 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 37 7 achieved achieve VBN work_pomvj2ifwrbwjdcmiw5ube5dge 37 8 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 9 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 37 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 37 11 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 37 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 37 13 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 37 14 art art NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 15 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 37 17 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 18 modelling modelling NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 19 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 20 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 21 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 37 22 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 23 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 37 25 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 37 26 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 37 28 image image NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 29 caption caption NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 30 generation generation NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 31 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 32 Kiros Kiros NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 33 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 37 34 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 35 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 36 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 37 37 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 37 38 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 39 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 37 40 approach approach VB work_pomvj2ifwrbwjdcmiw5ube5dge 37 41 state- state- NNS work_pomvj2ifwrbwjdcmiw5ube5dge 37 42 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 37 43 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 37 44 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 37 45 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 37 46 art art NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 47 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 48 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 37 49 machine machine NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 50 translation translation NN work_pomvj2ifwrbwjdcmiw5ube5dge 37 51 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 52 Bah- Bah- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 53 danau danau NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 54 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 55 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 56 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 37 57 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 37 58 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 37 59 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 37 60 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 38 1 During during IN work_pomvj2ifwrbwjdcmiw5ube5dge 38 2 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 38 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 38 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 38 5 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 38 6 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 38 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 38 8 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 38 9 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 38 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 38 11 dic- dic- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 38 12 tionary tionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 38 13 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 38 14 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 38 15 sentence sentence NN work_pomvj2ifwrbwjdcmiw5ube5dge 38 16 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 38 17 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 38 18 encyclopedia encyclopedia NN work_pomvj2ifwrbwjdcmiw5ube5dge 38 19 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 39 1 1 1 LS work_pomvj2ifwrbwjdcmiw5ube5dge 39 2 https://www.cl.cam.ac.uk/˜fh295/ https://www.cl.cam.ac.uk/˜fh295/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 39 3 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 39 4 objective objective NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 39 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 39 7 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 8 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 39 9 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 39 10 map map VB work_pomvj2ifwrbwjdcmiw5ube5dge 39 11 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 39 12 defin- defin- NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 13 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 14 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 39 15 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 39 16 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 39 17 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 39 18 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 39 19 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 20 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 39 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 39 22 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 23 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 39 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 39 25 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 39 26 defines define VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 39 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 40 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 40 2 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 40 3 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 40 4 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 40 5 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 40 6 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 40 7 independently independently RB work_pomvj2ifwrbwjdcmiw5ube5dge 40 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 40 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 40 10 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 40 11 weights weight NNS work_pomvj2ifwrbwjdcmiw5ube5dge 40 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 40 13 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 40 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 40 15 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 40 16 software software NN work_pomvj2ifwrbwjdcmiw5ube5dge 40 17 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 40 18 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 40 19 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 40 20 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 40 21 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 40 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 40 23 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 40 24 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 40 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 41 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 41 2 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 41 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 41 4 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 41 5 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 41 6 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 41 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 41 8 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 41 9 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 41 10 consti- consti- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 41 11 tutes tut VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 41 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 41 13 vocabulary vocabulary NN work_pomvj2ifwrbwjdcmiw5ube5dge 41 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 41 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 41 16 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 41 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 42 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 42 2 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 42 3 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 42 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 42 5 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 42 6 vocabulary vocabulary NN work_pomvj2ifwrbwjdcmiw5ube5dge 42 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 42 8 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 42 9 initialise initialise VBP work_pomvj2ifwrbwjdcmiw5ube5dge 42 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 42 11 real real RB work_pomvj2ifwrbwjdcmiw5ube5dge 42 12 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 42 13 valued value VBN work_pomvj2ifwrbwjdcmiw5ube5dge 42 14 vector vector NN work_pomvj2ifwrbwjdcmiw5ube5dge 42 15 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 42 16 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 42 17 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 42 18 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 42 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 42 20 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 42 21 parameters parameter NNS work_pomvj2ifwrbwjdcmiw5ube5dge 42 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 43 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 43 2 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 43 3 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 43 4 reads read VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 43 5 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 43 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 43 7 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 43 8 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 9 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 43 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 43 11 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 12 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 43 13 applying apply VBG work_pomvj2ifwrbwjdcmiw5ube5dge 43 14 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 43 15 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 43 16 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 43 17 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 43 18 projection projection NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 43 20 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 43 21 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 43 22 v1 v1 NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 23 parame- parame- NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 24 terised terise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 43 25 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 43 26 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 27 weight weight NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 28 matrix matrix NNP work_pomvj2ifwrbwjdcmiw5ube5dge 43 29 W W NNP work_pomvj2ifwrbwjdcmiw5ube5dge 43 30 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 43 31 b b NNP work_pomvj2ifwrbwjdcmiw5ube5dge 43 32 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 43 33 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 43 34 vector vector NN work_pomvj2ifwrbwjdcmiw5ube5dge 43 35 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 43 36 biases bias NNS work_pomvj2ifwrbwjdcmiw5ube5dge 43 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 44 1 A1 a1 LS work_pomvj2ifwrbwjdcmiw5ube5dge 44 2 = = SYM work_pomvj2ifwrbwjdcmiw5ube5dge 44 3 φ(Wv1 φ(wv1 NN work_pomvj2ifwrbwjdcmiw5ube5dge 44 4 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 44 5 b b LS work_pomvj2ifwrbwjdcmiw5ube5dge 44 6 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 44 7 yielding yield VBG work_pomvj2ifwrbwjdcmiw5ube5dge 44 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 44 9 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 44 10 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 44 11 activation activation NN work_pomvj2ifwrbwjdcmiw5ube5dge 44 12 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 44 13 A1 A1 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 44 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 45 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 45 2 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 45 3 implementation implementation NN work_pomvj2ifwrbwjdcmiw5ube5dge 45 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 45 5 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 45 6 use use VBP work_pomvj2ifwrbwjdcmiw5ube5dge 45 7 φ(x φ(x NNP work_pomvj2ifwrbwjdcmiw5ube5dge 45 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 45 9 = = NFP work_pomvj2ifwrbwjdcmiw5ube5dge 45 10 tanh(x tanh(x NN work_pomvj2ifwrbwjdcmiw5ube5dge 45 11 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 45 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 45 13 though though IN work_pomvj2ifwrbwjdcmiw5ube5dge 45 14 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 45 15 theory theory NN work_pomvj2ifwrbwjdcmiw5ube5dge 45 16 φ φ NN work_pomvj2ifwrbwjdcmiw5ube5dge 45 17 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 45 18 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 45 19 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 45 20 differentiable differentiable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 45 21 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 45 22 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 45 23 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 45 24 func- func- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 45 25 tion tion NN work_pomvj2ifwrbwjdcmiw5ube5dge 45 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 46 1 Subsequent subsequent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 46 2 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 46 3 activations activation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 46 4 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 46 5 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 46 6 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 7 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 46 8 step step NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 9 t t NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 10 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 46 11 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 46 12 computed compute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 46 13 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 46 14 projecting project VBG work_pomvj2ifwrbwjdcmiw5ube5dge 46 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 46 16 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 17 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 46 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 46 19 tth tth NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 20 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 46 22 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 46 23 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 46 24 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 25 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 46 26 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 46 27 update update VB work_pomvj2ifwrbwjdcmiw5ube5dge 46 28 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 46 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 46 30 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 46 31 activation activation NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 32 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 46 33 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 47 1 At at IN work_pomvj2ifwrbwjdcmiw5ube5dge 47 2 = = SYM work_pomvj2ifwrbwjdcmiw5ube5dge 47 3 φ(UAt−1 φ(UAt−1 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 47 4 + + CC work_pomvj2ifwrbwjdcmiw5ube5dge 47 5 Wvt Wvt NNP work_pomvj2ifwrbwjdcmiw5ube5dge 47 6 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 47 7 b b NN work_pomvj2ifwrbwjdcmiw5ube5dge 47 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 47 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 48 1 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 48 2 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 48 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 48 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 5 values value NNS work_pomvj2ifwrbwjdcmiw5ube5dge 48 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 48 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 8 final final JJ work_pomvj2ifwrbwjdcmiw5ube5dge 48 9 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 48 10 activation activation NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 11 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 12 units unit NNS work_pomvj2ifwrbwjdcmiw5ube5dge 48 13 AN an NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 14 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 48 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 16 weighted weighted JJ work_pomvj2ifwrbwjdcmiw5ube5dge 48 17 function function NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 18 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 48 19 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 20 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 21 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 22 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 48 23 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 48 24 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 48 25 constitute constitute VB work_pomvj2ifwrbwjdcmiw5ube5dge 48 26 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 27 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 48 28 summary summary NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 29 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 48 30 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 48 31 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 32 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 33 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 48 34 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 48 35 sentence sentence NN work_pomvj2ifwrbwjdcmiw5ube5dge 48 36 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 49 1 2.1 2.1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 49 2 Long Long NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 3 Short Short NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 4 Term Term NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 5 Memory Memory NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 6 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 49 7 known know VBN work_pomvj2ifwrbwjdcmiw5ube5dge 49 8 limitation limitation NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 9 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 49 10 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 49 11 RNNs rnn NNS work_pomvj2ifwrbwjdcmiw5ube5dge 49 12 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 49 13 read read VB work_pomvj2ifwrbwjdcmiw5ube5dge 49 14 lan- lan- NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 15 guage guage NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 16 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 49 17 gradient gradient JJ work_pomvj2ifwrbwjdcmiw5ube5dge 49 18 descent descent NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 19 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 49 20 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 49 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 49 22 error error NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 23 sig- sig- NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 24 nal nal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 25 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 49 26 gradient gradient NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 27 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 49 28 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 49 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 49 30 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 31 examples example NNS work_pomvj2ifwrbwjdcmiw5ube5dge 49 32 either either CC work_pomvj2ifwrbwjdcmiw5ube5dge 49 33 van- van- DT work_pomvj2ifwrbwjdcmiw5ube5dge 49 34 ishes ishe NNS work_pomvj2ifwrbwjdcmiw5ube5dge 49 35 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 49 36 explodes explode NNS work_pomvj2ifwrbwjdcmiw5ube5dge 49 37 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 49 38 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 49 39 number number NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 40 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 49 41 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 42 steps step NNS work_pomvj2ifwrbwjdcmiw5ube5dge 49 43 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 49 44 sen- sen- JJR work_pomvj2ifwrbwjdcmiw5ube5dge 49 45 tence tence NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 46 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 49 47 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 49 48 increases increase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 49 49 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 49 50 Bengio Bengio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 51 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 52 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 53 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 49 54 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 49 55 1994 1994 CD work_pomvj2ifwrbwjdcmiw5ube5dge 49 56 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 49 57 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 50 1 Conse- Conse- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 50 2 quently quently RB work_pomvj2ifwrbwjdcmiw5ube5dge 50 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 50 4 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 50 5 reading read VBG work_pomvj2ifwrbwjdcmiw5ube5dge 50 6 longer long RBR work_pomvj2ifwrbwjdcmiw5ube5dge 50 7 sentences sentence VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 50 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 50 9 final final JJ work_pomvj2ifwrbwjdcmiw5ube5dge 50 10 in- in- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 50 11 ternal ternal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 50 12 activation activation NNP work_pomvj2ifwrbwjdcmiw5ube5dge 50 13 AN AN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 50 14 typically typically RB work_pomvj2ifwrbwjdcmiw5ube5dge 50 15 retains retain VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 50 16 useful useful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 50 17 infor- infor- XX work_pomvj2ifwrbwjdcmiw5ube5dge 50 18 mation mation NN work_pomvj2ifwrbwjdcmiw5ube5dge 50 19 about about IN work_pomvj2ifwrbwjdcmiw5ube5dge 50 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 50 21 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 50 22 recently recently RB work_pomvj2ifwrbwjdcmiw5ube5dge 50 23 read read VBN work_pomvj2ifwrbwjdcmiw5ube5dge 50 24 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 50 25 sentence sentence NN work_pomvj2ifwrbwjdcmiw5ube5dge 50 26 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 50 27 final final JJ work_pomvj2ifwrbwjdcmiw5ube5dge 50 28 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 50 29 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 50 30 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 50 31 but but CC work_pomvj2ifwrbwjdcmiw5ube5dge 50 32 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 50 33 neglect neglect VB work_pomvj2ifwrbwjdcmiw5ube5dge 50 34 important important JJ work_pomvj2ifwrbwjdcmiw5ube5dge 50 35 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 50 36 near near IN work_pomvj2ifwrbwjdcmiw5ube5dge 50 37 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 50 38 start start NN work_pomvj2ifwrbwjdcmiw5ube5dge 50 39 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 50 40 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 50 41 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 50 42 sentence sentence NN work_pomvj2ifwrbwjdcmiw5ube5dge 50 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 51 1 LSTMs LSTMs NNP work_pomvj2ifwrbwjdcmiw5ube5dge 51 2 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 51 3 Hochreiter Hochreiter NNP work_pomvj2ifwrbwjdcmiw5ube5dge 51 4 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 51 5 Schmidhuber Schmidhuber NNP work_pomvj2ifwrbwjdcmiw5ube5dge 51 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 51 7 1997 1997 CD work_pomvj2ifwrbwjdcmiw5ube5dge 51 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 51 9 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 51 10 designed design VBN work_pomvj2ifwrbwjdcmiw5ube5dge 51 11 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 51 12 mitigate mitigate VB work_pomvj2ifwrbwjdcmiw5ube5dge 51 13 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 51 14 long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 51 15 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 51 16 term term NN work_pomvj2ifwrbwjdcmiw5ube5dge 51 17 dependency dependency NN work_pomvj2ifwrbwjdcmiw5ube5dge 51 18 problem problem NN work_pomvj2ifwrbwjdcmiw5ube5dge 51 19 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 52 1 At at IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 2 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 3 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 4 step step NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 5 t t NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 7 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 8 place place NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 9 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 11 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 12 inter- inter- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 13 nal nal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 14 layer layer NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 16 units unit NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 17 A a NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 19 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 20 LSTM LSTM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 21 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 22 computes compute VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 52 23 six six CD work_pomvj2ifwrbwjdcmiw5ube5dge 52 24 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 25 layers layer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 26 iw iw NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 28 gi gi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 29 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 30 gf gf NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 31 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 32 go go VB work_pomvj2ifwrbwjdcmiw5ube5dge 52 33 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 34 h h NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 35 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 36 m. m. NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 37 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 38 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 39 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 40 gw gw NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 41 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 42 represents represent VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 52 43 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 44 core core NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 45 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 46 passed pass VBD work_pomvj2ifwrbwjdcmiw5ube5dge 52 47 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 48 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 49 LSTM LSTM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 50 18 18 CD work_pomvj2ifwrbwjdcmiw5ube5dge 52 51 https://www.cl.cam.ac.uk/~fh295/ https://www.cl.cam.ac.uk/~fh295/ JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 52 unit unit NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 53 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 54 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 55 latest late JJS work_pomvj2ifwrbwjdcmiw5ube5dge 52 56 input input JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 57 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 58 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 59 t. t. NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 60 It -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 52 61 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 52 62 computed compute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 52 63 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 64 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 65 simple simple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 66 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 67 projection projection NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 68 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 69 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 70 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 71 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 52 72 vt vt NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 73 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 52 74 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 75 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 76 weights weight NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 77 Ww Ww NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 78 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 52 79 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 80 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 81 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 82 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 83 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 84 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 85 LSTM LSTM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 86 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 87 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 88 previous previous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 89 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 90 step step NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 91 ht−1 ht−1 NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 92 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 52 93 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 94 update update NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 95 weights weights IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 96 Uw Uw NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 97 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 52 98 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 52 99 iwt iwt NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 100 = = NFP work_pomvj2ifwrbwjdcmiw5ube5dge 52 101 Wwvt Wwvt NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 102 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 52 103 Uwht−1 uwht−1 IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 104 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 52 105 bw bw XX work_pomvj2ifwrbwjdcmiw5ube5dge 52 106 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 107 layers layer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 108 gi gi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 109 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 110 gf gf NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 111 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 112 go go VB work_pomvj2ifwrbwjdcmiw5ube5dge 52 113 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 52 114 computed compute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 52 115 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 116 weighted weight VBN work_pomvj2ifwrbwjdcmiw5ube5dge 52 117 sigmoid sigmoid JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 118 functions function NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 119 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 120 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 52 121 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 122 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 123 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 124 again again RB work_pomvj2ifwrbwjdcmiw5ube5dge 52 125 parameterised parameterise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 52 126 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 127 layer layer NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 128 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 52 129 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 52 130 weight weight NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 131 matrices matrix NNS work_pomvj2ifwrbwjdcmiw5ube5dge 52 132 W W NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 133 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 134 U u NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 135 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 52 136 gst gst NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 137 = = SYM work_pomvj2ifwrbwjdcmiw5ube5dge 52 138 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 52 139 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 52 140 + + CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 141 exp(−(Wsvt exp(−(wsvt NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 142 + + CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 143 Usht−1 usht−1 NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 144 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 52 145 bs bs NN work_pomvj2ifwrbwjdcmiw5ube5dge 52 146 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 52 147 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 52 148 where where WRB work_pomvj2ifwrbwjdcmiw5ube5dge 52 149 s s NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 150 stands stand VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 52 151 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 152 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 52 153 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 52 154 i i NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 155 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 52 156 f f NNP work_pomvj2ifwrbwjdcmiw5ube5dge 52 157 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 52 158 o. o. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 53 1 These these DT work_pomvj2ifwrbwjdcmiw5ube5dge 53 2 vectors vector NNS work_pomvj2ifwrbwjdcmiw5ube5dge 53 3 take take VBP work_pomvj2ifwrbwjdcmiw5ube5dge 53 4 values value NNS work_pomvj2ifwrbwjdcmiw5ube5dge 53 5 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 53 6 [ [ -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 53 7 0,1 0,1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 53 8 ] ] -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 53 9 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 53 10 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 53 11 often often RB work_pomvj2ifwrbwjdcmiw5ube5dge 53 12 referred refer VBN work_pomvj2ifwrbwjdcmiw5ube5dge 53 13 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 53 14 as as RB work_pomvj2ifwrbwjdcmiw5ube5dge 53 15 gat- gat- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 53 16 ing ing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 53 17 activations activation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 53 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 54 1 Finally finally RB work_pomvj2ifwrbwjdcmiw5ube5dge 54 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 54 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 54 4 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 5 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 6 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 54 8 mt mt NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 9 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 54 10 new new JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 11 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 12 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 13 ht ht NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 54 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 54 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 54 17 LSTM LSTM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 18 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 54 19 t t NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 20 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 54 21 computed compute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 54 22 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 54 23 mt mt NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 24 = = SYM work_pomvj2ifwrbwjdcmiw5ube5dge 54 25 i i NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 26 w w NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 27 t t NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 28 � � NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 29 git git NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 30 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 54 31 mt−1 mt−1 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 32 � � NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 33 g g NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 34 f f NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 35 t t NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 36 ht ht NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 37 = = SYM work_pomvj2ifwrbwjdcmiw5ube5dge 54 38 g g NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 39 o o NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 40 t t NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 41 � � NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 42 φ(mt φ(mt JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 43 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 54 44 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 54 45 where where WRB work_pomvj2ifwrbwjdcmiw5ube5dge 54 46 � � NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 47 indicates indicate VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 54 48 elementwise elementwise JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 49 vector vector NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 50 multiplica- multiplica- VBN work_pomvj2ifwrbwjdcmiw5ube5dge 54 51 tion tion NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 52 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 54 53 φ φ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 54 54 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 54 55 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 54 56 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 54 57 before before RB work_pomvj2ifwrbwjdcmiw5ube5dge 54 58 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 54 59 some some DT work_pomvj2ifwrbwjdcmiw5ube5dge 54 60 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 61 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 62 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 54 63 function function NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 64 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 54 65 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 54 66 use use VBP work_pomvj2ifwrbwjdcmiw5ube5dge 54 67 tanh tanh NN work_pomvj2ifwrbwjdcmiw5ube5dge 54 68 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 54 69 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 55 1 Thus thus RB work_pomvj2ifwrbwjdcmiw5ube5dge 55 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 55 3 gi gi FW work_pomvj2ifwrbwjdcmiw5ube5dge 55 4 determines determine VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 5 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 55 6 what what WDT work_pomvj2ifwrbwjdcmiw5ube5dge 55 7 extent extent NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 9 new new JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 10 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 11 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 12 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 13 considered consider VBN work_pomvj2ifwrbwjdcmiw5ube5dge 55 14 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 15 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 16 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 17 step step NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 55 19 gf gf NNP work_pomvj2ifwrbwjdcmiw5ube5dge 55 20 determines determine VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 21 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 55 22 what what WDT work_pomvj2ifwrbwjdcmiw5ube5dge 55 23 extent extent NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 25 existing exist VBG work_pomvj2ifwrbwjdcmiw5ube5dge 55 26 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 29 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 30 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 31 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 32 retained retain VBN work_pomvj2ifwrbwjdcmiw5ube5dge 55 33 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 55 34 forgotten forget VBN work_pomvj2ifwrbwjdcmiw5ube5dge 55 35 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 36 com- com- NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 37 puting put VBG work_pomvj2ifwrbwjdcmiw5ube5dge 55 38 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 39 new new JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 40 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 41 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 42 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 55 43 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 55 44 go go VB work_pomvj2ifwrbwjdcmiw5ube5dge 55 45 determines determine VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 46 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 55 47 much much JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 48 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 49 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 50 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 51 considered consider VBN work_pomvj2ifwrbwjdcmiw5ube5dge 55 52 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 55 53 comput- comput- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 55 54 ing e VBG work_pomvj2ifwrbwjdcmiw5ube5dge 55 55 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 56 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 57 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 58 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 59 t. t. NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 60 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 61 sentence sentence NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 62 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 55 63 final final JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 64 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 65 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 66 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 67 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 68 LSTM LSTM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 55 69 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 55 70 mN mN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 55 71 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 55 72 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 73 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 55 74 summary summary NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 75 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 55 76 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 77 all all PDT work_pomvj2ifwrbwjdcmiw5ube5dge 55 78 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 79 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 80 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 81 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 82 sen- sen- NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 83 tence tence NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 84 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 55 85 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 55 86 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 55 87 projected project VBN work_pomvj2ifwrbwjdcmiw5ube5dge 55 88 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 89 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 90 extra extra JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 91 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 92 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 93 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 94 pro- pro- NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 95 jection jection NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 96 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 55 97 parameterised parameterise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 55 98 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 99 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 100 further further JJ work_pomvj2ifwrbwjdcmiw5ube5dge 55 101 weight weight NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 102 matrix matrix NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 103 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 55 104 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 55 105 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 55 106 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 107 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 55 108 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 55 109 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 56 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 56 2 layer layer NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 3 enables enable VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 56 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 56 5 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 6 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 56 7 defined define VBN work_pomvj2ifwrbwjdcmiw5ube5dge 56 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 56 9 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 10 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 56 11 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 12 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 56 13 take take VB work_pomvj2ifwrbwjdcmiw5ube5dge 56 14 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 56 15 dif- dif- RB work_pomvj2ifwrbwjdcmiw5ube5dge 56 16 ferent ferent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 56 17 dimension dimension NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 18 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 56 19 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 56 20 activation activation NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 21 layers layer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 56 22 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 56 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 56 24 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 56 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 56 26 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 56 27 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 56 28 principle principle NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 29 enables enable VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 56 30 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 56 31 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 56 32 complex complex JJ work_pomvj2ifwrbwjdcmiw5ube5dge 56 33 definition- definition- FW work_pomvj2ifwrbwjdcmiw5ube5dge 56 34 reading reading NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 35 function function NN work_pomvj2ifwrbwjdcmiw5ube5dge 56 36 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 56 37 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 56 38 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 56 39 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 57 1 2.2 2.2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 57 2 Bag Bag NNP work_pomvj2ifwrbwjdcmiw5ube5dge 57 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 57 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 57 5 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 57 6 Words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 57 7 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 57 8 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 57 9 implement implement VBP work_pomvj2ifwrbwjdcmiw5ube5dge 57 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 57 11 simpler simple JJR work_pomvj2ifwrbwjdcmiw5ube5dge 57 12 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 57 13 bag bag NN work_pomvj2ifwrbwjdcmiw5ube5dge 57 14 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 57 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 57 16 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 57 17 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 57 18 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 57 19 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 57 20 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 57 21 architecture architecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 57 22 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 57 23 encoding encode VBG work_pomvj2ifwrbwjdcmiw5ube5dge 57 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 57 25 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 57 26 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 57 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 58 1 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 2 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 58 4 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 58 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 58 6 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 58 7 architecture architecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 8 learns learn VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 58 9 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 58 10 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 11 vi vi NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 12 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 13 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 58 14 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 15 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 58 17 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 18 vocabulary vocabulary NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 58 20 together together RB work_pomvj2ifwrbwjdcmiw5ube5dge 58 21 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 22 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 58 23 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 58 24 matrix matrix NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 25 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 26 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 27 projection projection NN work_pomvj2ifwrbwjdcmiw5ube5dge 58 28 weights weights IN work_pomvj2ifwrbwjdcmiw5ube5dge 58 29 W W NNP work_pomvj2ifwrbwjdcmiw5ube5dge 58 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 59 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 59 2 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 59 3 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 59 4 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 59 5 maps map VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 59 6 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 59 7 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 59 8 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 59 9 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 59 10 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 59 11 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 59 12 v1 v1 NN work_pomvj2ifwrbwjdcmiw5ube5dge 59 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 60 1 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 61 1 .vn .vn NFP work_pomvj2ifwrbwjdcmiw5ube5dge 61 2 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 61 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 61 4 sum sum NN work_pomvj2ifwrbwjdcmiw5ube5dge 61 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 61 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 61 7 projected project VBN work_pomvj2ifwrbwjdcmiw5ube5dge 61 8 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 61 9 ∑n ∑n NFP work_pomvj2ifwrbwjdcmiw5ube5dge 61 10 i=1 i=1 UH work_pomvj2ifwrbwjdcmiw5ube5dge 61 11 Wvi Wvi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 61 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 62 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 2 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 3 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 62 4 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 62 5 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 62 6 considered consider VBN work_pomvj2ifwrbwjdcmiw5ube5dge 62 7 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 8 special special JJ work_pomvj2ifwrbwjdcmiw5ube5dge 62 9 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 62 11 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 12 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 62 13 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 62 14 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 62 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 16 update update NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 17 function function VBP work_pomvj2ifwrbwjdcmiw5ube5dge 62 18 U u NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 19 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 62 20 nonlinearity nonlinearity NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 21 φ φ NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 22 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 62 23 both both CC work_pomvj2ifwrbwjdcmiw5ube5dge 62 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 25 identity identity NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 26 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 62 27 so so IN work_pomvj2ifwrbwjdcmiw5ube5dge 62 28 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 62 29 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 62 30 reading read VBG work_pomvj2ifwrbwjdcmiw5ube5dge 62 31 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 62 32 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 33 next next JJ work_pomvj2ifwrbwjdcmiw5ube5dge 62 34 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 35 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 62 36 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 37 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 38 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 39 updates update VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 62 40 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 62 41 current current JJ work_pomvj2ifwrbwjdcmiw5ube5dge 62 42 representation representation NN work_pomvj2ifwrbwjdcmiw5ube5dge 62 43 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 62 44 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 62 45 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 62 46 At at IN work_pomvj2ifwrbwjdcmiw5ube5dge 62 47 = = UH work_pomvj2ifwrbwjdcmiw5ube5dge 62 48 At−1 at−1 VB work_pomvj2ifwrbwjdcmiw5ube5dge 62 49 + + NNP work_pomvj2ifwrbwjdcmiw5ube5dge 62 50 Wvt wvt UH work_pomvj2ifwrbwjdcmiw5ube5dge 62 51 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 63 1 2.3 2.3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 63 2 Pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 63 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 63 4 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 63 5 Input Input NNP work_pomvj2ifwrbwjdcmiw5ube5dge 63 6 Representations Representations NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 63 7 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 63 8 experiment experiment VBP work_pomvj2ifwrbwjdcmiw5ube5dge 63 9 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 63 10 variants variant NNS work_pomvj2ifwrbwjdcmiw5ube5dge 63 11 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 63 12 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 63 13 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 63 14 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 63 15 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 63 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 63 17 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 63 18 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 63 19 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 63 20 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 63 21 pre- pre- RB work_pomvj2ifwrbwjdcmiw5ube5dge 63 22 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 63 23 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 63 24 fixed fix VBN work_pomvj2ifwrbwjdcmiw5ube5dge 63 25 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 63 26 rather rather RB work_pomvj2ifwrbwjdcmiw5ube5dge 63 27 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 63 28 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 63 29 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 63 30 initialised initialise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 63 31 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 63 32 updated update VBN work_pomvj2ifwrbwjdcmiw5ube5dge 63 33 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 63 34 during during IN work_pomvj2ifwrbwjdcmiw5ube5dge 63 35 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 63 36 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 64 1 There there EX work_pomvj2ifwrbwjdcmiw5ube5dge 64 2 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 64 3 several several JJ work_pomvj2ifwrbwjdcmiw5ube5dge 64 4 po- po- VBN work_pomvj2ifwrbwjdcmiw5ube5dge 64 5 tential tential JJ work_pomvj2ifwrbwjdcmiw5ube5dge 64 6 advantages advantage NNS work_pomvj2ifwrbwjdcmiw5ube5dge 64 7 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 64 8 taking take VBG work_pomvj2ifwrbwjdcmiw5ube5dge 64 9 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 64 10 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 64 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 65 1 First first RB work_pomvj2ifwrbwjdcmiw5ube5dge 65 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 65 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 65 4 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 65 5 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 65 6 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 65 7 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 65 8 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 65 9 massive massive JJ work_pomvj2ifwrbwjdcmiw5ube5dge 65 10 corpora corpora NN work_pomvj2ifwrbwjdcmiw5ube5dge 65 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 65 12 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 65 13 therefore therefore RB work_pomvj2ifwrbwjdcmiw5ube5dge 65 14 introduce introduce VB work_pomvj2ifwrbwjdcmiw5ube5dge 65 15 additional additional JJ work_pomvj2ifwrbwjdcmiw5ube5dge 65 16 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 65 17 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 65 18 conceptual conceptual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 65 19 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 65 20 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 65 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 65 22 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 65 23 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 66 1 Second second RB work_pomvj2ifwrbwjdcmiw5ube5dge 66 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 66 3 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 66 4 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 66 5 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 66 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 66 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 8 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 66 9 will will MD work_pomvj2ifwrbwjdcmiw5ube5dge 66 10 have have VB work_pomvj2ifwrbwjdcmiw5ube5dge 66 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 12 larger large JJR work_pomvj2ifwrbwjdcmiw5ube5dge 66 13 effective effective JJ work_pomvj2ifwrbwjdcmiw5ube5dge 66 14 vocab- vocab- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 66 15 ulary ulary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 66 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 66 17 since since IN work_pomvj2ifwrbwjdcmiw5ube5dge 66 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 19 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 66 20 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 66 21 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 66 22 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 66 23 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 66 24 typi- typi- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 66 25 cally cally RB work_pomvj2ifwrbwjdcmiw5ube5dge 66 26 span span VBP work_pomvj2ifwrbwjdcmiw5ube5dge 66 27 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 28 larger large JJR work_pomvj2ifwrbwjdcmiw5ube5dge 66 29 vocabulary vocabulary NN work_pomvj2ifwrbwjdcmiw5ube5dge 66 30 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 66 31 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 32 union union NN work_pomvj2ifwrbwjdcmiw5ube5dge 66 33 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 66 34 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 35 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 66 36 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 66 37 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 66 38 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 66 39 train train VB work_pomvj2ifwrbwjdcmiw5ube5dge 66 40 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 66 41 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 66 42 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 67 1 Fi- fi- IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 2 nally nally RB work_pomvj2ifwrbwjdcmiw5ube5dge 67 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 67 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 67 5 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 67 6 will will MD work_pomvj2ifwrbwjdcmiw5ube5dge 67 7 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 67 8 map map VB work_pomvj2ifwrbwjdcmiw5ube5dge 67 9 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 67 11 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 67 13 same same JJ work_pomvj2ifwrbwjdcmiw5ube5dge 67 14 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 16 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 67 17 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 67 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 67 19 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 20 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 21 will will MD work_pomvj2ifwrbwjdcmiw5ube5dge 67 22 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 67 23 closed close VBN work_pomvj2ifwrbwjdcmiw5ube5dge 67 24 under under IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 67 26 operation operation NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 67 29 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 30 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 67 31 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 67 32 so so CC work_pomvj2ifwrbwjdcmiw5ube5dge 67 33 con- con- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 67 34 ceivably ceivably RB work_pomvj2ifwrbwjdcmiw5ube5dge 67 35 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 67 36 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 67 37 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 67 38 easily easily RB work_pomvj2ifwrbwjdcmiw5ube5dge 67 39 applied apply VBN work_pomvj2ifwrbwjdcmiw5ube5dge 67 40 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 67 41 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 67 42 general- general- NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 43 purpose purpose NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 44 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 67 45 composition composition NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 46 engine engine NN work_pomvj2ifwrbwjdcmiw5ube5dge 67 47 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 67 48 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 68 1 2.4 2.4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 68 2 Training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 3 Objective Objective NNP work_pomvj2ifwrbwjdcmiw5ube5dge 68 4 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 68 5 train train VBP work_pomvj2ifwrbwjdcmiw5ube5dge 68 6 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 7 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 68 8 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 9 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 68 10 M m NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 11 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 68 12 map map VB work_pomvj2ifwrbwjdcmiw5ube5dge 68 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 14 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 15 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 16 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 17 sc sc IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 18 defining define VBG work_pomvj2ifwrbwjdcmiw5ube5dge 68 19 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 20 c c NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 21 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 22 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 23 lo- lo- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 68 24 cation cation NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 25 close close RB work_pomvj2ifwrbwjdcmiw5ube5dge 68 26 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 29 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 68 30 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 68 31 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 68 32 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 33 vc vc NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 34 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 35 c. c. NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 36 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 68 37 experiment experiment VBP work_pomvj2ifwrbwjdcmiw5ube5dge 68 38 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 39 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 68 40 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 68 41 cost cost NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 42 functions function NNS work_pomvj2ifwrbwjdcmiw5ube5dge 68 43 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 44 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 45 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 46 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 68 47 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 48 pair pair NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 49 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 68 50 c c NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 51 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 68 52 sc sc JJ work_pomvj2ifwrbwjdcmiw5ube5dge 68 53 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 68 54 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 68 55 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 68 56 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 68 57 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 68 58 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 69 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 69 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 69 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 69 4 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 69 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 69 6 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 69 7 distance distance NN work_pomvj2ifwrbwjdcmiw5ube5dge 69 8 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 69 9 M(sc M(sc NNP work_pomvj2ifwrbwjdcmiw5ube5dge 69 10 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 69 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 69 12 vc vc IN work_pomvj2ifwrbwjdcmiw5ube5dge 69 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 70 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 70 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 70 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 70 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 70 5 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 6 loss loss NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 7 max(0,m− max(0,m− NNS work_pomvj2ifwrbwjdcmiw5ube5dge 70 8 cos(M(sc),vc)−cos(M(sc),vr cos(m(sc),vc)−cos(m(sc),vr CD work_pomvj2ifwrbwjdcmiw5ube5dge 70 9 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 70 10 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 70 11 where where WRB work_pomvj2ifwrbwjdcmiw5ube5dge 70 12 vr vr NNP work_pomvj2ifwrbwjdcmiw5ube5dge 70 13 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 70 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 70 15 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 70 17 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 70 18 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 70 19 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 70 20 selected select VBN work_pomvj2ifwrbwjdcmiw5ube5dge 70 21 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 22 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 70 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 70 24 vocabulary vocabulary NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 25 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 70 26 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 70 27 c. c. NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 28 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 70 29 loss loss NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 30 function function NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 31 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 70 32 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 70 33 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 70 34 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 35 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 70 36 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 70 37 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 70 38 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 70 39 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 70 40 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 70 41 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 70 42 Huang Huang NNP work_pomvj2ifwrbwjdcmiw5ube5dge 70 43 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 70 44 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 70 45 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 70 46 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 70 47 2012 2012 CD work_pomvj2ifwrbwjdcmiw5ube5dge 70 48 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 70 49 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 71 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 71 2 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 71 3 experiments experiment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 71 4 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 71 5 apply apply VBP work_pomvj2ifwrbwjdcmiw5ube5dge 71 6 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 71 7 margin margin NN work_pomvj2ifwrbwjdcmiw5ube5dge 71 8 m m NN work_pomvj2ifwrbwjdcmiw5ube5dge 71 9 = = SYM work_pomvj2ifwrbwjdcmiw5ube5dge 71 10 0.1 0.1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 71 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 71 12 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 71 13 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 71 14 been be VBN work_pomvj2ifwrbwjdcmiw5ube5dge 71 15 shown show VBN work_pomvj2ifwrbwjdcmiw5ube5dge 71 16 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 71 17 work work VB work_pomvj2ifwrbwjdcmiw5ube5dge 71 18 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 71 19 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 71 20 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 71 21 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 71 22 retrieval retrieval NN work_pomvj2ifwrbwjdcmiw5ube5dge 71 23 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 71 24 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 71 25 Bordes Bordes NNP work_pomvj2ifwrbwjdcmiw5ube5dge 71 26 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 71 27 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 71 28 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 71 29 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 71 30 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 71 31 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 71 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 72 1 19 19 CD work_pomvj2ifwrbwjdcmiw5ube5dge 72 2 2.5 2.5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 72 3 Implementation implementation NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 4 Details Details NNP work_pomvj2ifwrbwjdcmiw5ube5dge 72 5 Since since IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 6 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 72 9 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 72 10 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 72 11 took take VBD work_pomvj2ifwrbwjdcmiw5ube5dge 72 12 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 72 13 - - SYM work_pomvj2ifwrbwjdcmiw5ube5dge 72 14 10 10 CD work_pomvj2ifwrbwjdcmiw5ube5dge 72 15 hours hour NNS work_pomvj2ifwrbwjdcmiw5ube5dge 72 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 72 17 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 72 18 did do VBD work_pomvj2ifwrbwjdcmiw5ube5dge 72 19 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 72 20 conduct conduct VB work_pomvj2ifwrbwjdcmiw5ube5dge 72 21 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 72 22 hyper hyper JJ work_pomvj2ifwrbwjdcmiw5ube5dge 72 23 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 72 24 parameter parameter NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 25 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 26 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 27 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 72 28 validation validation NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 29 sets set NNS work_pomvj2ifwrbwjdcmiw5ube5dge 72 30 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 31 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 72 32 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 33 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 34 possible possible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 72 35 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 36 configurations configuration NNS work_pomvj2ifwrbwjdcmiw5ube5dge 72 37 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 72 38 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 39 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 72 40 dimension dimension NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 41 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 72 42 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 72 43 size size NN work_pomvj2ifwrbwjdcmiw5ube5dge 72 44 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 72 45 hidden hide VBN work_pomvj2ifwrbwjdcmiw5ube5dge 72 46 layers layer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 72 47 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 73 1 Instead instead RB work_pomvj2ifwrbwjdcmiw5ube5dge 73 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 73 3 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 73 4 chose choose VBD work_pomvj2ifwrbwjdcmiw5ube5dge 73 5 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 73 6 parameters parameter NNS work_pomvj2ifwrbwjdcmiw5ube5dge 73 7 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 73 8 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 73 9 as as RB work_pomvj2ifwrbwjdcmiw5ube5dge 73 10 standard standard JJ work_pomvj2ifwrbwjdcmiw5ube5dge 73 11 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 73 12 possible possible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 73 13 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 73 14 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 73 15 previous previous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 73 16 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 73 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 74 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 74 2 fair fair JJ work_pomvj2ifwrbwjdcmiw5ube5dge 74 3 comparison comparison NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 74 5 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 74 6 aspects aspect NNS work_pomvj2ifwrbwjdcmiw5ube5dge 74 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 74 8 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 9 design design NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 10 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 74 11 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 74 12 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 74 13 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 74 14 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 74 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 74 16 particu- particu- NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 17 lar lar NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 18 class class NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 74 20 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 74 21 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 74 22 kept keep VBN work_pomvj2ifwrbwjdcmiw5ube5dge 74 23 constant constant JJ work_pomvj2ifwrbwjdcmiw5ube5dge 74 24 across across IN work_pomvj2ifwrbwjdcmiw5ube5dge 74 25 experi- experi- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 74 26 ments ment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 74 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 75 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 75 2 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 3 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 4 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 5 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 6 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 75 7 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 75 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 9 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 75 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 11 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 75 12 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 75 13 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 75 14 either either CC work_pomvj2ifwrbwjdcmiw5ube5dge 75 15 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 16 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 17 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 75 18 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 19 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 75 20 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 75 21 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 75 22 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 23 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 75 24 continuous continuous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 25 bag bag NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 26 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 75 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 28 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 75 29 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 75 30 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 75 31 CBOW CBOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 75 32 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 75 33 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 34 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 75 35 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 75 36 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 75 37 software software NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 38 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 39 approximately approximately RB work_pomvj2ifwrbwjdcmiw5ube5dge 75 40 8 8 CD work_pomvj2ifwrbwjdcmiw5ube5dge 75 41 billion billion CD work_pomvj2ifwrbwjdcmiw5ube5dge 75 42 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 75 43 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 44 running run VBG work_pomvj2ifwrbwjdcmiw5ube5dge 75 45 text.2 text.2 RBS work_pomvj2ifwrbwjdcmiw5ube5dge 75 46 When when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 75 47 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 75 48 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 49 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 75 50 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 51 massive massive JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 52 corpora corpora NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 53 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 75 54 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 75 55 large large JJ work_pomvj2ifwrbwjdcmiw5ube5dge 75 56 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 57 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 58 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 59 up up IN work_pomvj2ifwrbwjdcmiw5ube5dge 75 60 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 75 61 700 700 CD work_pomvj2ifwrbwjdcmiw5ube5dge 75 62 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 75 63 been be VBN work_pomvj2ifwrbwjdcmiw5ube5dge 75 64 shown show VBN work_pomvj2ifwrbwjdcmiw5ube5dge 75 65 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 75 66 yield yield VB work_pomvj2ifwrbwjdcmiw5ube5dge 75 67 best good JJS work_pomvj2ifwrbwjdcmiw5ube5dge 75 68 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 75 69 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 75 70 see see VB work_pomvj2ifwrbwjdcmiw5ube5dge 75 71 e.g. e.g. RB work_pomvj2ifwrbwjdcmiw5ube5dge 76 1 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 76 2 Faruqui Faruqui NNP work_pomvj2ifwrbwjdcmiw5ube5dge 76 3 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 76 4 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 76 5 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 76 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 76 7 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 76 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 76 9 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 76 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 77 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 77 2 pre pre NN work_pomvj2ifwrbwjdcmiw5ube5dge 77 3 - - VBN work_pomvj2ifwrbwjdcmiw5ube5dge 77 4 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 77 5 em- em- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 77 6 beddings bedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 77 7 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 77 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 77 9 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 77 10 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 77 11 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 77 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 77 13 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 77 14 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 77 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 77 16 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 77 17 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 77 18 compromise compromise NN work_pomvj2ifwrbwjdcmiw5ube5dge 77 19 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 77 20 quality quality NN work_pomvj2ifwrbwjdcmiw5ube5dge 77 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 77 22 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 77 23 con- con- NN work_pomvj2ifwrbwjdcmiw5ube5dge 77 24 straints straint NNS work_pomvj2ifwrbwjdcmiw5ube5dge 77 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 78 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 78 2 cases case NNS work_pomvj2ifwrbwjdcmiw5ube5dge 78 3 where where WRB work_pomvj2ifwrbwjdcmiw5ube5dge 78 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 78 5 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 78 6 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 78 7 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 78 8 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 78 9 during during IN work_pomvj2ifwrbwjdcmiw5ube5dge 78 10 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 78 11 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 78 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 78 13 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 78 14 objective objective NN work_pomvj2ifwrbwjdcmiw5ube5dge 78 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 78 16 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 78 17 make make VBP work_pomvj2ifwrbwjdcmiw5ube5dge 78 18 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 78 19 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 78 20 shorter short JJR work_pomvj2ifwrbwjdcmiw5ube5dge 78 21 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 78 22 256 256 CD work_pomvj2ifwrbwjdcmiw5ube5dge 78 23 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 78 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 78 25 since since IN work_pomvj2ifwrbwjdcmiw5ube5dge 78 26 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 78 27 must must MD work_pomvj2ifwrbwjdcmiw5ube5dge 78 28 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 78 29 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 78 30 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 78 31 much much RB work_pomvj2ifwrbwjdcmiw5ube5dge 78 32 less less JJR work_pomvj2ifwrbwjdcmiw5ube5dge 78 33 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 78 34 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 78 35 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 79 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 79 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 79 3 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 79 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 79 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 79 6 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 79 7 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 79 8 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 79 9 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 79 10 step step NN work_pomvj2ifwrbwjdcmiw5ube5dge 79 11 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 79 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 79 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 79 14 four four CD work_pomvj2ifwrbwjdcmiw5ube5dge 79 15 LSTM LSTM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 79 16 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 79 17 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 79 18 layers layer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 79 19 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 79 20 gating gate VBG work_pomvj2ifwrbwjdcmiw5ube5dge 79 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 79 22 activa- activa- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 79 23 tion tion NN work_pomvj2ifwrbwjdcmiw5ube5dge 79 24 states state NNS work_pomvj2ifwrbwjdcmiw5ube5dge 79 25 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 79 26 had have VBD work_pomvj2ifwrbwjdcmiw5ube5dge 79 27 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 79 28 512 512 CD work_pomvj2ifwrbwjdcmiw5ube5dge 79 29 – – : work_pomvj2ifwrbwjdcmiw5ube5dge 79 30 another another DT work_pomvj2ifwrbwjdcmiw5ube5dge 79 31 standard standard JJ work_pomvj2ifwrbwjdcmiw5ube5dge 79 32 choice choice NN work_pomvj2ifwrbwjdcmiw5ube5dge 79 33 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 79 34 see see VB work_pomvj2ifwrbwjdcmiw5ube5dge 79 35 e.g. e.g. RB work_pomvj2ifwrbwjdcmiw5ube5dge 80 1 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 80 2 Cho Cho NNP work_pomvj2ifwrbwjdcmiw5ube5dge 80 3 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 80 4 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 80 5 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 80 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 80 7 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 80 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 80 9 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 80 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 81 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 81 2 final final JJ work_pomvj2ifwrbwjdcmiw5ube5dge 81 3 hidden hidden JJ work_pomvj2ifwrbwjdcmiw5ube5dge 81 4 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 81 5 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 81 6 mapped map VBN work_pomvj2ifwrbwjdcmiw5ube5dge 81 7 linearly linearly RB work_pomvj2ifwrbwjdcmiw5ube5dge 81 8 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 81 9 length length VB work_pomvj2ifwrbwjdcmiw5ube5dge 81 10 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 81 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 81 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 81 13 dimension dimension NN work_pomvj2ifwrbwjdcmiw5ube5dge 81 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 81 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 81 16 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 81 17 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 81 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 82 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 82 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 82 3 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 82 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 82 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 82 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 82 7 projection projection NN work_pomvj2ifwrbwjdcmiw5ube5dge 82 8 matrix matrix NN work_pomvj2ifwrbwjdcmiw5ube5dge 82 9 projects project VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 82 10 input input JJ work_pomvj2ifwrbwjdcmiw5ube5dge 82 11 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 82 12 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 82 13 either either CC work_pomvj2ifwrbwjdcmiw5ube5dge 82 14 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 82 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 82 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 82 17 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 82 18 256 256 CD work_pomvj2ifwrbwjdcmiw5ube5dge 82 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 82 20 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 82 21 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 82 22 - - VBN work_pomvj2ifwrbwjdcmiw5ube5dge 82 23 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 82 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 82 25 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 82 26 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 82 27 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 82 28 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 82 29 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 82 30 length length VB work_pomvj2ifwrbwjdcmiw5ube5dge 82 31 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 82 32 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 82 33 summing sum VBG work_pomvj2ifwrbwjdcmiw5ube5dge 82 34 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 83 1 All all DT work_pomvj2ifwrbwjdcmiw5ube5dge 83 2 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 83 3 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 83 4 implemented implement VBN work_pomvj2ifwrbwjdcmiw5ube5dge 83 5 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 83 6 Theano Theano NNP work_pomvj2ifwrbwjdcmiw5ube5dge 83 7 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 83 8 Bergstra Bergstra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 83 9 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 83 10 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 83 11 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 83 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 83 13 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 83 14 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 83 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 83 16 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 83 17 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 83 18 minibatch minibatch NN work_pomvj2ifwrbwjdcmiw5ube5dge 83 19 SGD SGD NNP work_pomvj2ifwrbwjdcmiw5ube5dge 83 20 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 83 21 GPUs gpu NNS work_pomvj2ifwrbwjdcmiw5ube5dge 83 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 84 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 84 2 batch batch NN work_pomvj2ifwrbwjdcmiw5ube5dge 84 3 size size NN work_pomvj2ifwrbwjdcmiw5ube5dge 84 4 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 84 5 fixed fix VBN work_pomvj2ifwrbwjdcmiw5ube5dge 84 6 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 84 7 16 16 CD work_pomvj2ifwrbwjdcmiw5ube5dge 84 8 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 84 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 84 10 learning learning NN work_pomvj2ifwrbwjdcmiw5ube5dge 84 11 rate rate NN work_pomvj2ifwrbwjdcmiw5ube5dge 84 12 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 84 13 controlled control VBN work_pomvj2ifwrbwjdcmiw5ube5dge 84 14 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 84 15 adadelta adadelta NNP work_pomvj2ifwrbwjdcmiw5ube5dge 84 16 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 84 17 Zeiler Zeiler NNP work_pomvj2ifwrbwjdcmiw5ube5dge 84 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 84 19 2012 2012 CD work_pomvj2ifwrbwjdcmiw5ube5dge 84 20 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 84 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 85 1 2The 2the LS work_pomvj2ifwrbwjdcmiw5ube5dge 85 2 Word2Vec word2vec JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 3 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 85 5 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 85 6 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 85 7 known known JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 8 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 85 9 further further JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 10 details detail NNS work_pomvj2ifwrbwjdcmiw5ube5dge 85 11 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 85 12 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 85 13 found find VBN work_pomvj2ifwrbwjdcmiw5ube5dge 85 14 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 85 15 https://code.google.com/p/ https://code.google.com/p/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 85 16 word2vec/ word2vec/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 85 17 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 85 18 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 19 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 85 20 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 85 21 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 85 22 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 23 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 24 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 25 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 85 26 com- com- NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 27 piled pile VBN work_pomvj2ifwrbwjdcmiw5ube5dge 85 28 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 85 29 various various JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 30 online online JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 31 text text NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 32 sources source NNS work_pomvj2ifwrbwjdcmiw5ube5dge 85 33 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 85 34 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 85 35 script script NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 36 demo- demo- NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 37 train-big-model-v1.sh train-big-model-v1.sh CD work_pomvj2ifwrbwjdcmiw5ube5dge 85 38 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 85 39 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 85 40 same same JJ work_pomvj2ifwrbwjdcmiw5ube5dge 85 41 page page NN work_pomvj2ifwrbwjdcmiw5ube5dge 85 42 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 86 1 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 86 2 Reverse Reverse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 86 3 Dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 86 4 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 86 5 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 86 6 immediate immediate JJ work_pomvj2ifwrbwjdcmiw5ube5dge 86 7 application application NN work_pomvj2ifwrbwjdcmiw5ube5dge 86 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 86 9 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 86 10 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 86 11 mod- mod- NN work_pomvj2ifwrbwjdcmiw5ube5dge 86 12 els els NNP work_pomvj2ifwrbwjdcmiw5ube5dge 86 13 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 86 14 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 86 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 86 16 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 86 17 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 86 18 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 86 19 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 86 20 finder finder NN work_pomvj2ifwrbwjdcmiw5ube5dge 86 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 87 1 It -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 87 2 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 87 3 simple simple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 87 4 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 87 5 look look VB work_pomvj2ifwrbwjdcmiw5ube5dge 87 6 up up RP work_pomvj2ifwrbwjdcmiw5ube5dge 87 7 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 87 8 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 9 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 87 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 87 11 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 12 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 87 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 87 14 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 87 16 but but CC work_pomvj2ifwrbwjdcmiw5ube5dge 87 17 professional professional JJ work_pomvj2ifwrbwjdcmiw5ube5dge 87 18 writers writer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 87 19 often often RB work_pomvj2ifwrbwjdcmiw5ube5dge 87 20 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 87 21 re- re- RB work_pomvj2ifwrbwjdcmiw5ube5dge 87 22 quire quire VBP work_pomvj2ifwrbwjdcmiw5ube5dge 87 23 suitable suitable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 87 24 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 87 25 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 87 26 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 87 27 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 87 28 idea idea NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 29 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 87 30 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 31 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 87 32 definition.3 definition.3 VB work_pomvj2ifwrbwjdcmiw5ube5dge 87 33 Reverse Reverse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 87 34 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 87 35 satisfy satisfy RB work_pomvj2ifwrbwjdcmiw5ube5dge 87 36 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 87 37 need need NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 38 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 87 39 returning return VBG work_pomvj2ifwrbwjdcmiw5ube5dge 87 40 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 41 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 87 42 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 87 43 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 87 44 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 45 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 87 46 de- de- CC work_pomvj2ifwrbwjdcmiw5ube5dge 87 47 scription scription NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 48 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 87 49 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 87 50 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 88 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 88 2 instance instance NN work_pomvj2ifwrbwjdcmiw5ube5dge 88 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 88 4 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 88 5 queried query VBN work_pomvj2ifwrbwjdcmiw5ube5dge 88 6 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 88 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 88 8 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 88 9 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 88 10 activity activity NN work_pomvj2ifwrbwjdcmiw5ube5dge 88 11 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 88 12 requires require VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 88 13 strength strength NN work_pomvj2ifwrbwjdcmiw5ube5dge 88 14 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 88 15 determination determination NN work_pomvj2ifwrbwjdcmiw5ube5dge 88 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 88 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 88 18 OneLook.com OneLook.com NNP work_pomvj2ifwrbwjdcmiw5ube5dge 88 19 reverse reverse VBP work_pomvj2ifwrbwjdcmiw5ube5dge 88 20 dictio- dictio- VBD work_pomvj2ifwrbwjdcmiw5ube5dge 88 21 nary nary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 88 22 returns return NNS work_pomvj2ifwrbwjdcmiw5ube5dge 88 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 88 24 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 88 25 exercise exercise NN work_pomvj2ifwrbwjdcmiw5ube5dge 88 26 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 88 27 work work VBP work_pomvj2ifwrbwjdcmiw5ube5dge 88 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 89 1 Our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 89 2 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 89 3 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 89 4 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 5 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 89 6 perform perform VB work_pomvj2ifwrbwjdcmiw5ube5dge 89 7 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 8 similar similar JJ work_pomvj2ifwrbwjdcmiw5ube5dge 89 9 func- func- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 89 10 tion tion NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 89 12 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 89 13 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 89 14 mapping map VBG work_pomvj2ifwrbwjdcmiw5ube5dge 89 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 16 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 17 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 89 18 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 19 point point NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 20 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 89 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 22 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 23 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 89 24 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 89 25 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 89 26 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 89 27 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 28 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 89 29 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 89 30 returning return VBG work_pomvj2ifwrbwjdcmiw5ube5dge 89 31 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 32 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 89 33 corresponding correspond VBG work_pomvj2ifwrbwjdcmiw5ube5dge 89 34 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 89 35 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 36 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 89 37 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 89 38 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 89 39 closest close JJS work_pomvj2ifwrbwjdcmiw5ube5dge 89 40 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 89 41 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 89 42 point point NN work_pomvj2ifwrbwjdcmiw5ube5dge 89 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 90 1 Several several JJ work_pomvj2ifwrbwjdcmiw5ube5dge 90 2 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 90 3 academic academic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 90 4 studies study NNS work_pomvj2ifwrbwjdcmiw5ube5dge 90 5 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 90 6 proposed propose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 90 7 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 90 8 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 90 9 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 90 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 91 1 These these DT work_pomvj2ifwrbwjdcmiw5ube5dge 91 2 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 91 3 rely rely VBP work_pomvj2ifwrbwjdcmiw5ube5dge 91 4 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 91 5 common common JJ work_pomvj2ifwrbwjdcmiw5ube5dge 91 6 techniques technique NNS work_pomvj2ifwrbwjdcmiw5ube5dge 91 7 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 91 8 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 9 retrieval retrieval NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 91 11 comparing compare VBG work_pomvj2ifwrbwjdcmiw5ube5dge 91 12 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 91 13 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 91 14 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 91 15 internal internal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 91 16 database database NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 17 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 91 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 91 19 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 20 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 91 22 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 91 23 returning return VBG work_pomvj2ifwrbwjdcmiw5ube5dge 91 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 91 25 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 26 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 91 27 def- def- NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 28 inition inition NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 29 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 91 30 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 91 31 closest close JJS work_pomvj2ifwrbwjdcmiw5ube5dge 91 32 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 91 33 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 91 34 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 91 35 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 91 36 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 91 37 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 38 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 39 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 40 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 41 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 91 42 2003 2003 CD work_pomvj2ifwrbwjdcmiw5ube5dge 91 43 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 91 44 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 45 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 46 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 47 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 48 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 91 49 2004 2004 CD work_pomvj2ifwrbwjdcmiw5ube5dge 91 50 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 91 51 Zock Zock NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 52 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 91 53 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 91 54 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 91 55 2004 2004 CD work_pomvj2ifwrbwjdcmiw5ube5dge 91 56 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 91 57 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 92 1 Proxim- Proxim- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 92 2 ity ity NN work_pomvj2ifwrbwjdcmiw5ube5dge 92 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 92 4 quantified quantify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 92 5 differently differently RB work_pomvj2ifwrbwjdcmiw5ube5dge 92 6 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 92 7 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 92 8 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 92 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 92 10 but but CC work_pomvj2ifwrbwjdcmiw5ube5dge 92 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 92 12 gen- gen- NN work_pomvj2ifwrbwjdcmiw5ube5dge 92 13 erally erally RB work_pomvj2ifwrbwjdcmiw5ube5dge 92 14 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 92 15 function function NN work_pomvj2ifwrbwjdcmiw5ube5dge 92 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 92 17 hand hand NN work_pomvj2ifwrbwjdcmiw5ube5dge 92 18 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 92 19 engineered engineer VBN work_pomvj2ifwrbwjdcmiw5ube5dge 92 20 features feature NNS work_pomvj2ifwrbwjdcmiw5ube5dge 92 21 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 92 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 92 23 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 92 24 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 92 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 93 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 93 2 instance instance NN work_pomvj2ifwrbwjdcmiw5ube5dge 93 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 93 4 Shaw Shaw NNP work_pomvj2ifwrbwjdcmiw5ube5dge 93 5 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 93 6 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 93 7 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 94 1 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 94 2 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 94 3 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 94 4 pro- pro- NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 5 pose pose VBP work_pomvj2ifwrbwjdcmiw5ube5dge 94 6 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 94 7 method method NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 94 9 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 94 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 94 11 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 94 12 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 94 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 94 14 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 94 15 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 16 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 17 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 94 18 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 94 19 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 94 20 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 94 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 94 22 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 23 ’s ’s POS work_pomvj2ifwrbwjdcmiw5ube5dge 94 24 database database NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 25 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 94 26 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 94 27 contain contain VBP work_pomvj2ifwrbwjdcmiw5ube5dge 94 28 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 94 29 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 94 30 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 94 31 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 94 32 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 94 33 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 94 34 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 94 35 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 95 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 95 2 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 3 list list NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 4 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 95 5 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 95 6 ranked rank VBN work_pomvj2ifwrbwjdcmiw5ube5dge 95 7 accord- accord- NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 8 ing ing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 95 9 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 95 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 95 11 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 12 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 95 13 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 14 similarity similarity NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 15 metric metric NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 16 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 95 17 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 95 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 95 19 hypernym hypernym NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 95 21 hyponym hyponym NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 22 relations relation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 95 23 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 95 24 WordNet WordNet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 95 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 95 26 features feature VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 95 27 commonly commonly RB work_pomvj2ifwrbwjdcmiw5ube5dge 95 28 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 95 29 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 95 30 IR IR NNP work_pomvj2ifwrbwjdcmiw5ube5dge 95 31 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 95 32 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 95 33 tf tf NNP work_pomvj2ifwrbwjdcmiw5ube5dge 95 34 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 95 35 idf idf NNP work_pomvj2ifwrbwjdcmiw5ube5dge 95 36 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 95 37 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 95 38 parser parser NN work_pomvj2ifwrbwjdcmiw5ube5dge 95 39 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 96 1 There there EX work_pomvj2ifwrbwjdcmiw5ube5dge 96 2 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 96 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 96 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 96 5 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 96 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 96 7 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 96 8 least least RBS work_pomvj2ifwrbwjdcmiw5ube5dge 96 9 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 96 10 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 96 11 online online JJ work_pomvj2ifwrbwjdcmiw5ube5dge 96 12 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 96 13 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 96 14 applications application NNS work_pomvj2ifwrbwjdcmiw5ube5dge 96 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 96 16 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 96 17 ar- ar- CD work_pomvj2ifwrbwjdcmiw5ube5dge 96 18 chitecture chitecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 96 19 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 96 20 proprietary proprietary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 96 21 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 96 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 97 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 97 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 97 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 97 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 97 5 Dictionary.com Dictionary.com NNP work_pomvj2ifwrbwjdcmiw5ube5dge 97 6 reverse reverse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 97 7 dictionary dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 97 8 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 97 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 97 10 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 97 11 re- re- RB work_pomvj2ifwrbwjdcmiw5ube5dge 97 12 trieves trieve VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 97 13 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 97 14 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 97 15 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 97 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 97 17 Dictionary.com Dictionary.com NNP work_pomvj2ifwrbwjdcmiw5ube5dge 97 18 dictionary dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 97 19 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 97 20 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 97 21 user user NN work_pomvj2ifwrbwjdcmiw5ube5dge 97 22 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 97 23 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 97 24 descrip- descrip- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 97 25 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 97 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 98 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 98 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 98 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 98 4 OneLook.com onelook.com ADD work_pomvj2ifwrbwjdcmiw5ube5dge 98 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 98 6 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 98 7 algo- algo- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 98 8 rithm rithm NN work_pomvj2ifwrbwjdcmiw5ube5dge 98 9 searches search VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 98 10 1061 1061 CD work_pomvj2ifwrbwjdcmiw5ube5dge 98 11 indexed indexed JJ work_pomvj2ifwrbwjdcmiw5ube5dge 98 12 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 98 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 98 14 including include VBG work_pomvj2ifwrbwjdcmiw5ube5dge 98 15 3See 3See `` work_pomvj2ifwrbwjdcmiw5ube5dge 98 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 98 17 testimony testimony NN work_pomvj2ifwrbwjdcmiw5ube5dge 98 18 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 98 19 professional professional JJ work_pomvj2ifwrbwjdcmiw5ube5dge 98 20 writers writer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 98 21 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 98 22 http:// http:// NNP work_pomvj2ifwrbwjdcmiw5ube5dge 98 23 www.onelook.com/?c=awards www.onelook.com/?c=awards NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 98 24 4Available 4available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 98 25 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 98 26 http://dictionary.reference http://dictionary.reference NN work_pomvj2ifwrbwjdcmiw5ube5dge 98 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 99 1 com com NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 2 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 99 3 reverse/ reverse/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 4 20 20 CD work_pomvj2ifwrbwjdcmiw5ube5dge 99 5 https://code.google.com/p/word2vec/ https://code.google.com/p/word2vec/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 6 https://code.google.com/p/word2vec/ https://code.google.com/p/word2vec/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 7 http://www.onelook.com/?c=awards http://www.onelook.com/?c=awards NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 8 http://www.onelook.com/?c=awards http://www.onelook.com/?c=awards NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 9 http://dictionary.reference.com/reverse/ http://dictionary.reference.com/reverse/ WRB work_pomvj2ifwrbwjdcmiw5ube5dge 99 10 http://dictionary.reference.com/reverse/ http://dictionary.reference.com/reverse/ NN work_pomvj2ifwrbwjdcmiw5ube5dge 99 11 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 99 12 major major JJ work_pomvj2ifwrbwjdcmiw5ube5dge 99 13 freely freely RB work_pomvj2ifwrbwjdcmiw5ube5dge 99 14 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 99 15 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 99 16 online online JJ work_pomvj2ifwrbwjdcmiw5ube5dge 99 17 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 99 18 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 99 19 re- re- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 99 20 sources source NNS work_pomvj2ifwrbwjdcmiw5ube5dge 99 21 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 99 22 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 99 23 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 24 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 99 25 WordNet WordNet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 99 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 100 1 3.1 3.1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 100 2 Data Data NNP work_pomvj2ifwrbwjdcmiw5ube5dge 100 3 Collection Collection NNP work_pomvj2ifwrbwjdcmiw5ube5dge 100 4 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 100 5 Training Training NNP work_pomvj2ifwrbwjdcmiw5ube5dge 100 6 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 100 7 compile compile VB work_pomvj2ifwrbwjdcmiw5ube5dge 100 8 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 100 9 bank bank NN work_pomvj2ifwrbwjdcmiw5ube5dge 100 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 100 11 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 100 12 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 100 13 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 100 14 train- train- NN work_pomvj2ifwrbwjdcmiw5ube5dge 100 15 ing e VBG work_pomvj2ifwrbwjdcmiw5ube5dge 100 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 100 17 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 100 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 100 19 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 100 20 started start VBD work_pomvj2ifwrbwjdcmiw5ube5dge 100 21 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 100 22 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 100 23 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 100 24 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 100 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 100 26 tar- tar- NN work_pomvj2ifwrbwjdcmiw5ube5dge 100 27 get get VB work_pomvj2ifwrbwjdcmiw5ube5dge 100 28 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 100 29 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 100 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 101 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 101 2 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 101 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 101 4 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 101 5 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 101 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 101 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 101 8 extracted extract VBD work_pomvj2ifwrbwjdcmiw5ube5dge 101 9 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 101 10 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 101 11 style style NN work_pomvj2ifwrbwjdcmiw5ube5dge 101 12 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 101 13 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 101 14 five five CD work_pomvj2ifwrbwjdcmiw5ube5dge 101 15 elec- elec- NN work_pomvj2ifwrbwjdcmiw5ube5dge 101 16 tronic tronic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 101 17 resources resource NNS work_pomvj2ifwrbwjdcmiw5ube5dge 101 18 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 101 19 Wordnet Wordnet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 101 21 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 101 22 American American NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 23 Heritage Heritage NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 24 Dictionary Dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 101 26 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 101 27 Collaborative Collaborative NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 28 International International NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 29 Dictio- Dictio- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 30 nary nary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 101 31 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 101 32 English English NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 33 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 101 34 Wiktionary Wiktionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 35 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 101 36 Webster Webster NNP work_pomvj2ifwrbwjdcmiw5ube5dge 101 37 ’s ’s POS work_pomvj2ifwrbwjdcmiw5ube5dge 101 38 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 102 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 102 2 chose choose VBD work_pomvj2ifwrbwjdcmiw5ube5dge 102 3 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 102 4 five five CD work_pomvj2ifwrbwjdcmiw5ube5dge 102 5 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 102 6 because because IN work_pomvj2ifwrbwjdcmiw5ube5dge 102 7 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 102 8 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 102 9 freely- freely- RB work_pomvj2ifwrbwjdcmiw5ube5dge 102 10 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 102 11 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 102 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 102 13 WordNik WordNik NNP work_pomvj2ifwrbwjdcmiw5ube5dge 102 14 API,5 API,5 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 102 15 but but CC work_pomvj2ifwrbwjdcmiw5ube5dge 102 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 102 17 theory theory NN work_pomvj2ifwrbwjdcmiw5ube5dge 102 18 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 102 19 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 102 20 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 102 21 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 102 22 chosen choose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 102 23 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 103 1 Most Most JJS work_pomvj2ifwrbwjdcmiw5ube5dge 103 2 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 103 3 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 103 4 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 103 5 train- train- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 103 6 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 103 7 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 103 8 had have VBD work_pomvj2ifwrbwjdcmiw5ube5dge 103 9 multiple multiple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 103 10 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 103 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 104 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 104 2 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 104 3 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 104 4 w w NN work_pomvj2ifwrbwjdcmiw5ube5dge 104 5 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 104 6 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 104 7 { { -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 104 8 d1 d1 RB work_pomvj2ifwrbwjdcmiw5ube5dge 104 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 105 1 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 106 1 .dn .dn NFP work_pomvj2ifwrbwjdcmiw5ube5dge 106 2 } } -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 106 3 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 106 4 included include VBD work_pomvj2ifwrbwjdcmiw5ube5dge 106 5 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 106 6 pairs pair NNS work_pomvj2ifwrbwjdcmiw5ube5dge 106 7 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 106 8 w w NNP work_pomvj2ifwrbwjdcmiw5ube5dge 106 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 106 10 d1 d1 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 106 11 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 106 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 107 1 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 108 1 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 109 1 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 109 2 w w NNP work_pomvj2ifwrbwjdcmiw5ube5dge 109 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 109 4 dn dn NNP work_pomvj2ifwrbwjdcmiw5ube5dge 109 5 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 109 6 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 109 7 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 109 8 examples example NNS work_pomvj2ifwrbwjdcmiw5ube5dge 109 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 110 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 110 2 allow allow VB work_pomvj2ifwrbwjdcmiw5ube5dge 110 3 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 110 4 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 5 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 6 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 110 7 factual factual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 110 8 knowl- knowl- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 110 9 edge edge NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 10 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 11 might may MD work_pomvj2ifwrbwjdcmiw5ube5dge 110 12 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 110 13 present present JJ work_pomvj2ifwrbwjdcmiw5ube5dge 110 14 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 110 16 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 17 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 110 18 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 19 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 110 20 stance stance NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 110 22 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 23 about about IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 24 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 110 25 entities entity NNS work_pomvj2ifwrbwjdcmiw5ube5dge 110 26 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 110 27 places place NNS work_pomvj2ifwrbwjdcmiw5ube5dge 110 28 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 110 29 people people NNS work_pomvj2ifwrbwjdcmiw5ube5dge 110 30 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 110 31 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 110 32 supplemented supplement VBD work_pomvj2ifwrbwjdcmiw5ube5dge 110 33 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 110 34 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 35 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 110 36 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 37 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 110 38 formation formation NN work_pomvj2ifwrbwjdcmiw5ube5dge 110 39 extracted extract VBN work_pomvj2ifwrbwjdcmiw5ube5dge 110 40 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 110 41 Simple Simple NNP work_pomvj2ifwrbwjdcmiw5ube5dge 110 42 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 110 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 111 1 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 111 2 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 3 every every DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 4 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 5 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 7 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 8 ’s ’s POS work_pomvj2ifwrbwjdcmiw5ube5dge 111 9 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 10 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 111 11 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 12 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 111 13 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 111 14 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 111 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 16 title title NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 17 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 18 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 19 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 111 20 article article NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 111 22 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 111 23 treat treat VBP work_pomvj2ifwrbwjdcmiw5ube5dge 111 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 25 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 111 26 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 28 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 111 29 paragraph paragraph NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 30 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 31 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 32 article article NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 33 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 34 if if IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 35 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 111 36 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 111 37 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 111 38 independent independent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 111 39 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 111 40 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 111 41 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 111 42 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 111 43 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 111 44 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 112 1 When when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 112 2 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 112 3 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 112 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 112 5 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 112 6 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 112 7 occurs occur VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 112 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 112 9 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 112 10 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 112 11 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 112 12 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 112 13 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 112 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 112 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 112 16 five five CD work_pomvj2ifwrbwjdcmiw5ube5dge 112 17 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 112 18 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 112 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 112 20 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 112 21 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 112 22 add add VBP work_pomvj2ifwrbwjdcmiw5ube5dge 112 23 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 112 24 pseudo pseudo NNS work_pomvj2ifwrbwjdcmiw5ube5dge 112 25 - - NNS work_pomvj2ifwrbwjdcmiw5ube5dge 112 26 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 112 27 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 112 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 112 29 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 112 30 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 112 31 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 112 32 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 112 33 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 112 34 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 112 35 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 112 36 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 113 1 Combining combine VBG work_pomvj2ifwrbwjdcmiw5ube5dge 113 2 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 113 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 113 4 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 113 5 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 113 6 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 113 7 way way NN work_pomvj2ifwrbwjdcmiw5ube5dge 113 8 resulted result VBD work_pomvj2ifwrbwjdcmiw5ube5dge 113 9 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 113 10 ≈ ≈ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 113 11 900,000 900,000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 113 12 word- word- NN work_pomvj2ifwrbwjdcmiw5ube5dge 113 13 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 113 14 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 113 15 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 113 16 pairs pair NNS work_pomvj2ifwrbwjdcmiw5ube5dge 113 17 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 113 18 ≈ ≈ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 113 19 100,000 100,000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 113 20 unique unique JJ work_pomvj2ifwrbwjdcmiw5ube5dge 113 21 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 113 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 114 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 114 2 explore explore VB work_pomvj2ifwrbwjdcmiw5ube5dge 114 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 114 4 effect effect NN work_pomvj2ifwrbwjdcmiw5ube5dge 114 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 114 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 114 7 quantity quantity NN work_pomvj2ifwrbwjdcmiw5ube5dge 114 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 114 9 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 114 10 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 114 11 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 114 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 114 13 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 114 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 114 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 114 16 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 114 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 114 18 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 114 19 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 114 20 trained train VBD work_pomvj2ifwrbwjdcmiw5ube5dge 114 21 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 114 22 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 114 23 subsets subset NNS work_pomvj2ifwrbwjdcmiw5ube5dge 114 24 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 114 25 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 114 26 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 114 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 115 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 115 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 115 3 sub- sub- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 115 4 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 115 5 comprised comprise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 115 6 only only JJ work_pomvj2ifwrbwjdcmiw5ube5dge 115 7 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 115 8 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 115 9 Wordnet Wordnet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 115 10 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 115 11 ap- ap- CC work_pomvj2ifwrbwjdcmiw5ube5dge 115 12 proximately proximately RB work_pomvj2ifwrbwjdcmiw5ube5dge 115 13 150,000 150,000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 115 14 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 115 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 115 16 75,000 75,000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 115 17 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 115 18 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 115 19 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 116 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 116 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 116 3 subset subset NN work_pomvj2ifwrbwjdcmiw5ube5dge 116 4 comprised comprise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 116 5 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 116 6 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 116 7 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 116 8 Word- Word- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 116 9 net net NN work_pomvj2ifwrbwjdcmiw5ube5dge 116 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 116 11 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 116 12 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 116 13 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 116 14 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 116 15 approximately approximately RB work_pomvj2ifwrbwjdcmiw5ube5dge 116 16 75,000 75,000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 116 17 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 116 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 116 19 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 116 20 pairs).7 pairs).7 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 116 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 117 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 2 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 3 variants variant NNS work_pomvj2ifwrbwjdcmiw5ube5dge 117 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 5 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 117 6 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 117 7 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 117 8 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 117 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 117 10 however however RB work_pomvj2ifwrbwjdcmiw5ube5dge 117 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 117 12 reducing reduce VBG work_pomvj2ifwrbwjdcmiw5ube5dge 117 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 14 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 15 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 117 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 17 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 18 way way NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 19 resulted result VBD work_pomvj2ifwrbwjdcmiw5ube5dge 117 20 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 21 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 22 clear clear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 117 23 reduction reduction NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 24 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 25 per- per- NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 26 5See 5see CD work_pomvj2ifwrbwjdcmiw5ube5dge 117 27 http://developer.wordnik.com http://developer.wordnik.com ADD work_pomvj2ifwrbwjdcmiw5ube5dge 117 28 6https://simple.wikipedia.org/wiki/Main 6https://simple.wikipedia.org/wiki/Main NNP work_pomvj2ifwrbwjdcmiw5ube5dge 117 29 _ _ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 117 30 Page Page NNP work_pomvj2ifwrbwjdcmiw5ube5dge 117 31 7As 7as CD work_pomvj2ifwrbwjdcmiw5ube5dge 117 32 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 33 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 117 34 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 117 35 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 117 36 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 37 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 117 38 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 39 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 40 WordNet WordNet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 117 41 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 117 42 corresponds correspond VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 117 43 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 44 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 45 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 117 46 typical typical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 117 47 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 117 48 common common JJ work_pomvj2ifwrbwjdcmiw5ube5dge 117 49 sense sense NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 50 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 117 51 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 117 52 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 117 53 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 118 1 formance formance NN work_pomvj2ifwrbwjdcmiw5ube5dge 118 2 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 118 3 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 118 4 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 118 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 119 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 119 2 brevity brevity NN work_pomvj2ifwrbwjdcmiw5ube5dge 119 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 119 4 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 119 5 therefore therefore RB work_pomvj2ifwrbwjdcmiw5ube5dge 119 6 do do VBP work_pomvj2ifwrbwjdcmiw5ube5dge 119 7 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 119 8 present present VB work_pomvj2ifwrbwjdcmiw5ube5dge 119 9 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 119 10 results result NNS work_pomvj2ifwrbwjdcmiw5ube5dge 119 11 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 119 12 what what WP work_pomvj2ifwrbwjdcmiw5ube5dge 119 13 follows follow VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 119 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 120 1 3.2 3.2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 120 2 Comparisons comparison NNS work_pomvj2ifwrbwjdcmiw5ube5dge 120 3 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 120 4 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 120 5 baseline baseline NN work_pomvj2ifwrbwjdcmiw5ube5dge 120 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 120 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 120 8 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 120 9 implemented implement VBD work_pomvj2ifwrbwjdcmiw5ube5dge 120 10 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 120 11 entirely entirely RB work_pomvj2ifwrbwjdcmiw5ube5dge 120 12 unsupervised unsupervise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 120 13 methods method NNS work_pomvj2ifwrbwjdcmiw5ube5dge 120 14 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 120 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 120 16 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 120 17 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 120 18 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 120 19 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 120 20 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 120 21 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 120 22 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 120 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 120 24 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 120 25 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 120 26 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 120 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 121 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 3 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 121 4 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 121 5 W2V W2V NNP work_pomvj2ifwrbwjdcmiw5ube5dge 121 6 add add NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 7 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 121 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 121 9 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 121 10 compose compose VBP work_pomvj2ifwrbwjdcmiw5ube5dge 121 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 12 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 121 13 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 14 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 15 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 18 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 19 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 20 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 21 pointwise pointwise NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 22 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 23 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 121 24 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 121 25 return return VB work_pomvj2ifwrbwjdcmiw5ube5dge 121 26 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 27 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 121 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 29 nearest near JJS work_pomvj2ifwrbwjdcmiw5ube5dge 121 30 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 31 embed- embed- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 121 32 dings ding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 121 33 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 34 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 35 resulting result VBG work_pomvj2ifwrbwjdcmiw5ube5dge 121 36 composed compose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 121 37 vector.8 vector.8 CD work_pomvj2ifwrbwjdcmiw5ube5dge 121 38 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 39 sec- sec- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 121 40 ond ond NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 41 baseline baseline NNP work_pomvj2ifwrbwjdcmiw5ube5dge 121 42 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 121 43 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 121 44 W2V W2V NNP work_pomvj2ifwrbwjdcmiw5ube5dge 121 45 mult mult NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 46 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 121 47 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 121 48 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 121 49 identical identical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 121 50 except except IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 51 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 52 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 121 53 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 121 54 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 121 55 composed compose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 121 56 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 121 57 elementwise elementwise NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 58 mul- mul- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 121 59 tiplication tiplication NN work_pomvj2ifwrbwjdcmiw5ube5dge 121 60 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 122 1 Both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 122 2 methods method NNS work_pomvj2ifwrbwjdcmiw5ube5dge 122 3 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 122 4 established establish VBN work_pomvj2ifwrbwjdcmiw5ube5dge 122 5 ways way NNS work_pomvj2ifwrbwjdcmiw5ube5dge 122 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 122 7 building build VBG work_pomvj2ifwrbwjdcmiw5ube5dge 122 8 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 122 9 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 122 10 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 122 11 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 122 12 embed- embed- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 122 13 dings ding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 122 14 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 122 15 Mitchell Mitchell NNP work_pomvj2ifwrbwjdcmiw5ube5dge 122 16 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 122 17 Lapata Lapata NNP work_pomvj2ifwrbwjdcmiw5ube5dge 122 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 122 19 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 122 20 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 122 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 123 1 None none NN work_pomvj2ifwrbwjdcmiw5ube5dge 123 2 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 123 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 123 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 123 5 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 123 6 evaluations evaluation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 123 7 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 123 8 previous previous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 9 academic academic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 10 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 123 11 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 123 12 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 13 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 123 14 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 123 15 pub- pub- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 16 licly licly NN work_pomvj2ifwrbwjdcmiw5ube5dge 123 17 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 123 19 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 123 20 direct direct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 21 comparison comparison NN work_pomvj2ifwrbwjdcmiw5ube5dge 123 22 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 123 23 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 123 24 possi- possi- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 25 ble ble JJ work_pomvj2ifwrbwjdcmiw5ube5dge 123 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 124 1 However however RB work_pomvj2ifwrbwjdcmiw5ube5dge 124 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 124 3 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 124 4 do do VBP work_pomvj2ifwrbwjdcmiw5ube5dge 124 5 compare compare VB work_pomvj2ifwrbwjdcmiw5ube5dge 124 6 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 124 7 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 124 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 124 9 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 124 10 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 124 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 125 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 125 2 Dictionary.com Dictionary.com NNP work_pomvj2ifwrbwjdcmiw5ube5dge 125 3 sys- sys- NN work_pomvj2ifwrbwjdcmiw5ube5dge 125 4 tem tem NN work_pomvj2ifwrbwjdcmiw5ube5dge 125 5 returned return VBD work_pomvj2ifwrbwjdcmiw5ube5dge 125 6 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 125 7 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 125 8 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 125 9 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 125 10 96 96 CD work_pomvj2ifwrbwjdcmiw5ube5dge 125 11 % % NN work_pomvj2ifwrbwjdcmiw5ube5dge 125 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 125 13 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 125 14 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 125 15 put put NN work_pomvj2ifwrbwjdcmiw5ube5dge 125 16 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 125 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 126 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 126 2 therefore therefore RB work_pomvj2ifwrbwjdcmiw5ube5dge 126 3 conduct conduct VBP work_pomvj2ifwrbwjdcmiw5ube5dge 126 4 detailed detailed JJ work_pomvj2ifwrbwjdcmiw5ube5dge 126 5 com- com- NN work_pomvj2ifwrbwjdcmiw5ube5dge 126 6 parison parison NN work_pomvj2ifwrbwjdcmiw5ube5dge 126 7 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 126 8 OneLook.com OneLook.com NNP work_pomvj2ifwrbwjdcmiw5ube5dge 126 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 126 10 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 126 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 126 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 126 13 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 126 14 re- re- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 126 15 verse verse NN work_pomvj2ifwrbwjdcmiw5ube5dge 126 16 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 126 17 tool tool NN work_pomvj2ifwrbwjdcmiw5ube5dge 126 18 returned return VBN work_pomvj2ifwrbwjdcmiw5ube5dge 126 19 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 126 20 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 126 21 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 126 22 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 126 23 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 126 24 seems seem VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 126 25 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 126 26 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 126 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 126 28 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 126 29 popular popular JJ work_pomvj2ifwrbwjdcmiw5ube5dge 126 30 among among IN work_pomvj2ifwrbwjdcmiw5ube5dge 126 31 writers writer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 126 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 127 1 3.3 3.3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 127 2 Reverse Reverse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 127 3 Dictionary Dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 127 4 Evaluation Evaluation NNP work_pomvj2ifwrbwjdcmiw5ube5dge 127 5 To to IN work_pomvj2ifwrbwjdcmiw5ube5dge 127 6 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 127 7 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 127 8 there there EX work_pomvj2ifwrbwjdcmiw5ube5dge 127 9 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 127 10 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 127 11 established established JJ work_pomvj2ifwrbwjdcmiw5ube5dge 127 12 means mean NNS work_pomvj2ifwrbwjdcmiw5ube5dge 127 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 127 14 measuring measure VBG work_pomvj2ifwrbwjdcmiw5ube5dge 127 15 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 127 16 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 127 17 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 127 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 128 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 128 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 128 3 only only JJ work_pomvj2ifwrbwjdcmiw5ube5dge 128 4 previous previous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 128 5 academic academic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 128 6 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 128 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 128 8 English English NNP work_pomvj2ifwrbwjdcmiw5ube5dge 128 9 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 128 10 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 128 11 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 128 12 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 128 13 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 128 14 aware aware JJ work_pomvj2ifwrbwjdcmiw5ube5dge 128 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 128 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 128 17 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 128 18 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 128 19 conducted conduct VBN work_pomvj2ifwrbwjdcmiw5ube5dge 128 20 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 128 21 300 300 CD work_pomvj2ifwrbwjdcmiw5ube5dge 128 22 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 128 23 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 128 24 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 128 25 pairs pair NNS work_pomvj2ifwrbwjdcmiw5ube5dge 128 26 written write VBN work_pomvj2ifwrbwjdcmiw5ube5dge 128 27 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 128 28 lexicographers lexicographer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 128 29 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 128 30 Shaw Shaw NNP work_pomvj2ifwrbwjdcmiw5ube5dge 128 31 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 128 32 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 128 33 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 128 34 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 128 35 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 128 36 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 128 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 129 1 Since since IN work_pomvj2ifwrbwjdcmiw5ube5dge 129 2 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 129 3 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 129 4 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 129 5 publicly publicly RB work_pomvj2ifwrbwjdcmiw5ube5dge 129 6 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 129 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 129 8 developed develop VBD work_pomvj2ifwrbwjdcmiw5ube5dge 129 9 new new JJ work_pomvj2ifwrbwjdcmiw5ube5dge 129 10 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 129 11 sets set NNS work_pomvj2ifwrbwjdcmiw5ube5dge 129 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 129 13 make make VB work_pomvj2ifwrbwjdcmiw5ube5dge 129 14 them -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 129 15 freely freely RB work_pomvj2ifwrbwjdcmiw5ube5dge 129 16 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 129 17 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 129 18 future future JJ work_pomvj2ifwrbwjdcmiw5ube5dge 129 19 eval- eval- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 129 20 uations uation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 129 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 130 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 130 2 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 130 3 items item NNS work_pomvj2ifwrbwjdcmiw5ube5dge 130 4 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 130 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 130 6 three three CD work_pomvj2ifwrbwjdcmiw5ube5dge 130 7 types type NNS work_pomvj2ifwrbwjdcmiw5ube5dge 130 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 130 9 designed design VBN work_pomvj2ifwrbwjdcmiw5ube5dge 130 10 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 130 11 test test VB work_pomvj2ifwrbwjdcmiw5ube5dge 130 12 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 130 13 properties property NNS work_pomvj2ifwrbwjdcmiw5ube5dge 130 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 130 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 130 16 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 130 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 131 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 131 2 cre- cre- NN work_pomvj2ifwrbwjdcmiw5ube5dge 131 3 ate eat VBD work_pomvj2ifwrbwjdcmiw5ube5dge 131 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 131 5 seen see VBN work_pomvj2ifwrbwjdcmiw5ube5dge 131 6 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 131 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 131 8 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 131 9 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 131 10 selected select VBD work_pomvj2ifwrbwjdcmiw5ube5dge 131 11 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 131 12 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 131 13 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 131 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 131 15 WordNet WordNet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 131 16 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 131 17 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 131 18 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 131 19 seen see VBN work_pomvj2ifwrbwjdcmiw5ube5dge 131 20 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 131 21 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 131 22 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 131 23 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 131 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 131 25 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 131 26 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 131 27 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 131 28 selected select VBD work_pomvj2ifwrbwjdcmiw5ube5dge 131 29 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 131 30 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 131 31 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 131 32 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 131 33 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 131 34 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 132 1 Testing testing NN work_pomvj2ifwrbwjdcmiw5ube5dge 132 2 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 132 3 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 132 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 132 5 resulting result VBG work_pomvj2ifwrbwjdcmiw5ube5dge 132 6 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 132 7 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 132 8 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 132 9 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 132 10 pairs pair NNS work_pomvj2ifwrbwjdcmiw5ube5dge 132 11 assesses assess VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 132 12 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 132 13 ability ability NN work_pomvj2ifwrbwjdcmiw5ube5dge 132 14 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 132 15 recall recall VB work_pomvj2ifwrbwjdcmiw5ube5dge 132 16 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 132 17 decode decode VB work_pomvj2ifwrbwjdcmiw5ube5dge 132 18 previously previously RB work_pomvj2ifwrbwjdcmiw5ube5dge 132 19 encoded encode VBN work_pomvj2ifwrbwjdcmiw5ube5dge 132 20 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 132 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 133 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 133 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 133 3 8Since 8Since NNP work_pomvj2ifwrbwjdcmiw5ube5dge 133 4 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 133 5 retrieve retrieve VBP work_pomvj2ifwrbwjdcmiw5ube5dge 133 6 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 133 7 answers answer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 133 8 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 133 9 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 133 10 spaces space NNS work_pomvj2ifwrbwjdcmiw5ube5dge 133 11 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 133 12 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 133 13 similarity similarity NN work_pomvj2ifwrbwjdcmiw5ube5dge 133 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 133 15 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 133 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 133 17 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 133 18 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 133 19 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 133 20 equivalent equivalent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 133 21 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 133 22 taking take VBG work_pomvj2ifwrbwjdcmiw5ube5dge 133 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 133 24 mean mean NN work_pomvj2ifwrbwjdcmiw5ube5dge 133 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 134 1 21 21 CD work_pomvj2ifwrbwjdcmiw5ube5dge 134 2 http://developer.wordnik.com http://developer.wordnik.com ADD work_pomvj2ifwrbwjdcmiw5ube5dge 134 3 https://simple.wikipedia.org/wiki/Main_Page https://simple.wikipedia.org/wiki/main_page NN work_pomvj2ifwrbwjdcmiw5ube5dge 134 4 https://simple.wikipedia.org/wiki/Main_Page https://simple.wikipedia.org/wiki/main_page NN work_pomvj2ifwrbwjdcmiw5ube5dge 134 5 Dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 134 6 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 134 7 Test test VBP work_pomvj2ifwrbwjdcmiw5ube5dge 134 8 Set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 134 9 Seen see VBN work_pomvj2ifwrbwjdcmiw5ube5dge 134 10 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 134 11 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 134 12 WN WN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 134 13 defs def NNS work_pomvj2ifwrbwjdcmiw5ube5dge 134 14 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 134 15 Unseen Unseen NNP work_pomvj2ifwrbwjdcmiw5ube5dge 134 16 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 134 17 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 134 18 WN WN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 134 19 defs def NNS work_pomvj2ifwrbwjdcmiw5ube5dge 134 20 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 134 21 Concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 134 22 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 134 23 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 134 24 200 200 CD work_pomvj2ifwrbwjdcmiw5ube5dge 134 25 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 134 26 Unsup Unsup NNP work_pomvj2ifwrbwjdcmiw5ube5dge 134 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 135 1 W2V W2V NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 2 add add VB work_pomvj2ifwrbwjdcmiw5ube5dge 135 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 135 4 - - : work_pomvj2ifwrbwjdcmiw5ube5dge 135 5 - - SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 6 923 923 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 7 .04/.16 .04/.16 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 8 163 163 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 9 339 339 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 10 .07/.30 .07/.30 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 11 150 150 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 12 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 135 13 W2V w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 14 mult mult JJ work_pomvj2ifwrbwjdcmiw5ube5dge 135 15 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 135 16 - - : work_pomvj2ifwrbwjdcmiw5ube5dge 135 17 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 135 18 1000 1000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 19 .00/.00 .00/.00 NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 20 10 10 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 21 * * NFP work_pomvj2ifwrbwjdcmiw5ube5dge 135 22 1000 1000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 23 .00/.00 .00/.00 . work_pomvj2ifwrbwjdcmiw5ube5dge 135 24 27 27 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 25 * * NFP work_pomvj2ifwrbwjdcmiw5ube5dge 135 26 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 27 0 0 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 28 .89/.91 .89/.91 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 29 67 67 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 30 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 135 31 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 135 32 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 135 33 18.5 18.5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 34 .38/.58 .38/.58 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 35 153 153 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 36 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 37 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 38 12 12 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 39 .48/.73 .48/.73 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 40 103 103 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 41 22 22 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 42 .41/.70 .41/.70 NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 43 116 116 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 44 69 69 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 45 .28/.54 .28/.54 . work_pomvj2ifwrbwjdcmiw5ube5dge 135 46 157 157 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 47 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 48 w2v w2v NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 49 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 50 19 19 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 51 .44/.70 .44/.70 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 52 111 111 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 53 19 19 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 54 .44/.69 .44/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 55 126 126 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 56 26 26 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 57 .38/.66 .38/.66 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 58 111 111 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 59 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 60 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 135 61 18 18 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 62 .45/.67 .45/.67 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 63 128 128 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 64 24 24 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 65 .43/.69 .43/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 66 103 103 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 67 25 25 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 68 .34/.66 .34/.66 . work_pomvj2ifwrbwjdcmiw5ube5dge 135 69 102 102 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 70 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 135 71 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 72 w2v w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 73 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 135 74 54 54 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 75 .32/.56 .32/.56 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 76 155 155 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 77 33 33 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 78 .36/.65 .36/.65 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 79 137 137 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 80 30 30 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 81 .33/.69 .33/.69 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 82 77 77 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 83 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 84 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 85 22 22 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 86 .44/.65 .44/.65 VBN work_pomvj2ifwrbwjdcmiw5ube5dge 135 87 129 129 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 88 19 19 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 89 .43/.69 .43/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 90 103 103 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 91 50 50 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 92 .34/.60 .34/.60 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 93 99 99 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 94 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 95 w2v w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 96 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 97 15 15 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 98 .46/.71 .46/.71 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 99 124 124 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 100 14 14 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 101 .46/ .46/ CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 102 .71 .71 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 103 104 104 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 104 28 28 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 105 .36/.66 .36/.66 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 106 99 99 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 107 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 108 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 135 109 17 17 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 110 .45/.68 .45/.68 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 111 115 115 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 112 22 22 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 113 .42/.70 .42/.70 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 114 95 95 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 115 32 32 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 116 .35/.69 .35/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 117 101 101 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 118 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 119 w2v w2v NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 120 rankng rankng NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 121 55 55 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 122 .32/.56 .32/.56 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 123 155 155 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 124 36 36 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 125 .35/.66 .35/.66 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 126 138 138 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 127 38 38 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 128 .33/.72 .33/.72 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 135 129 85 85 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 130 median median NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 131 rank rank NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 132 accuracy@10/100 accuracy@10/100 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 133 rank rank NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 134 variance variance NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 135 Table Table NNP work_pomvj2ifwrbwjdcmiw5ube5dge 135 136 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 135 137 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 135 138 Performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 139 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 135 140 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 135 141 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 135 142 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 135 143 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 135 144 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 135 145 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 135 146 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 135 147 settings setting NNS work_pomvj2ifwrbwjdcmiw5ube5dge 135 148 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 136 1 * * NFP work_pomvj2ifwrbwjdcmiw5ube5dge 136 2 Low low JJ work_pomvj2ifwrbwjdcmiw5ube5dge 136 3 variance variance NN work_pomvj2ifwrbwjdcmiw5ube5dge 136 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 136 5 mult mult JJ work_pomvj2ifwrbwjdcmiw5ube5dge 136 6 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 136 7 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 136 8 due due JJ work_pomvj2ifwrbwjdcmiw5ube5dge 136 9 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 136 10 consistently consistently RB work_pomvj2ifwrbwjdcmiw5ube5dge 136 11 poor poor JJ work_pomvj2ifwrbwjdcmiw5ube5dge 136 12 scores score NNS work_pomvj2ifwrbwjdcmiw5ube5dge 136 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 136 14 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 136 15 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 136 16 highlighted highlight VBN work_pomvj2ifwrbwjdcmiw5ube5dge 136 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 137 1 unseen unseen JJ work_pomvj2ifwrbwjdcmiw5ube5dge 137 2 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 137 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 137 4 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 137 5 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 137 6 selected select VBD work_pomvj2ifwrbwjdcmiw5ube5dge 137 7 500 500 CD work_pomvj2ifwrbwjdcmiw5ube5dge 137 8 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 137 9 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 137 10 WordNet WordNet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 137 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 137 12 excluded exclude VBD work_pomvj2ifwrbwjdcmiw5ube5dge 137 13 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 137 14 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 137 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 137 16 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 137 17 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 137 18 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 137 19 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 137 20 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 137 21 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 137 22 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 137 23 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 137 24 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 137 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 138 1 Finally finally RB work_pomvj2ifwrbwjdcmiw5ube5dge 138 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 138 3 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 138 4 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 138 5 fair fair JJ work_pomvj2ifwrbwjdcmiw5ube5dge 138 6 comparison comparison NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 7 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 138 8 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 138 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 138 10 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 138 11 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 138 12 both both CC work_pomvj2ifwrbwjdcmiw5ube5dge 138 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 138 14 seen seen JJ work_pomvj2ifwrbwjdcmiw5ube5dge 138 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 138 16 unseen unseen JJ work_pomvj2ifwrbwjdcmiw5ube5dge 138 17 pairs pair NNS work_pomvj2ifwrbwjdcmiw5ube5dge 138 18 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 138 19 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 138 20 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 138 21 ternal ternal NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 22 database database NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 23 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 138 24 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 138 25 built build VBD work_pomvj2ifwrbwjdcmiw5ube5dge 138 26 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 138 27 new new JJ work_pomvj2ifwrbwjdcmiw5ube5dge 138 28 dataset dataset NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 138 30 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 31 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 138 32 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 138 33 do do VBP work_pomvj2ifwrbwjdcmiw5ube5dge 138 34 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 138 35 appear appear VB work_pomvj2ifwrbwjdcmiw5ube5dge 138 36 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 138 37 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 138 38 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 39 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 138 40 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 138 41 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 138 42 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 138 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 139 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 139 2 do do VB work_pomvj2ifwrbwjdcmiw5ube5dge 139 3 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 139 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 139 5 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 139 6 randomly randomly RB work_pomvj2ifwrbwjdcmiw5ube5dge 139 7 selected select VBD work_pomvj2ifwrbwjdcmiw5ube5dge 139 8 200 200 CD work_pomvj2ifwrbwjdcmiw5ube5dge 139 9 adjectives adjective NNS work_pomvj2ifwrbwjdcmiw5ube5dge 139 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 139 11 nouns noun NNS work_pomvj2ifwrbwjdcmiw5ube5dge 139 12 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 139 13 verbs verb NNS work_pomvj2ifwrbwjdcmiw5ube5dge 139 14 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 139 15 among among IN work_pomvj2ifwrbwjdcmiw5ube5dge 139 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 139 17 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 139 18 3000 3000 CD work_pomvj2ifwrbwjdcmiw5ube5dge 139 19 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 139 20 frequent frequent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 139 21 tokens token NNS work_pomvj2ifwrbwjdcmiw5ube5dge 139 22 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 139 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 139 24 British British NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 25 National National NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 26 Cor- Cor- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 27 pus pus NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 28 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 139 29 Leech Leech NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 30 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 139 31 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 32 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 139 33 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 139 34 1994 1994 CD work_pomvj2ifwrbwjdcmiw5ube5dge 139 35 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 139 36 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 139 37 but but CC work_pomvj2ifwrbwjdcmiw5ube5dge 139 38 outside outside IN work_pomvj2ifwrbwjdcmiw5ube5dge 139 39 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 139 40 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 139 41 100 100 CD work_pomvj2ifwrbwjdcmiw5ube5dge 139 42 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 139 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 140 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 140 2 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 140 3 asked ask VBD work_pomvj2ifwrbwjdcmiw5ube5dge 140 4 ten ten CD work_pomvj2ifwrbwjdcmiw5ube5dge 140 5 native native JJ work_pomvj2ifwrbwjdcmiw5ube5dge 140 6 English English NNP work_pomvj2ifwrbwjdcmiw5ube5dge 140 7 speakers speaker NNS work_pomvj2ifwrbwjdcmiw5ube5dge 140 8 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 140 9 write write VB work_pomvj2ifwrbwjdcmiw5ube5dge 140 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 140 11 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 140 12 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 140 13 sentence sentence NN work_pomvj2ifwrbwjdcmiw5ube5dge 140 14 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 140 15 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 140 16 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 140 17 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 140 18 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 140 19 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 140 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 141 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 141 2 ensure ensure VB work_pomvj2ifwrbwjdcmiw5ube5dge 141 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 141 4 resulting result VBG work_pomvj2ifwrbwjdcmiw5ube5dge 141 5 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 141 6 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 141 7 good good JJ work_pomvj2ifwrbwjdcmiw5ube5dge 141 8 qual- qual- NN work_pomvj2ifwrbwjdcmiw5ube5dge 141 9 ity ity NN work_pomvj2ifwrbwjdcmiw5ube5dge 141 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 141 11 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 141 12 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 141 13 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 141 14 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 141 15 asked ask VBD work_pomvj2ifwrbwjdcmiw5ube5dge 141 16 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 141 17 participants participant NNS work_pomvj2ifwrbwjdcmiw5ube5dge 141 18 who who WP work_pomvj2ifwrbwjdcmiw5ube5dge 141 19 did do VBD work_pomvj2ifwrbwjdcmiw5ube5dge 141 20 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 141 21 produce produce VB work_pomvj2ifwrbwjdcmiw5ube5dge 141 22 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 141 23 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 141 24 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 141 25 list list VB work_pomvj2ifwrbwjdcmiw5ube5dge 141 26 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 141 27 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 141 28 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 141 29 fitted fit VBD work_pomvj2ifwrbwjdcmiw5ube5dge 141 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 141 31 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 141 32 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 141 33 up up IN work_pomvj2ifwrbwjdcmiw5ube5dge 141 34 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 141 35 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 141 36 maximum maximum NN work_pomvj2ifwrbwjdcmiw5ube5dge 141 37 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 141 38 three three CD work_pomvj2ifwrbwjdcmiw5ube5dge 141 39 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 141 40 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 142 1 If if IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 142 3 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 4 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 5 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 142 6 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 142 7 produced produce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 142 8 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 9 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 142 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 142 12 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 142 13 checkers checker NNS work_pomvj2ifwrbwjdcmiw5ube5dge 142 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 142 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 142 16 original original JJ work_pomvj2ifwrbwjdcmiw5ube5dge 142 17 participant participant NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 18 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 142 19 asked ask VBN work_pomvj2ifwrbwjdcmiw5ube5dge 142 20 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 142 21 re re VB work_pomvj2ifwrbwjdcmiw5ube5dge 142 22 - - VB work_pomvj2ifwrbwjdcmiw5ube5dge 142 23 write write VB work_pomvj2ifwrbwjdcmiw5ube5dge 142 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 142 25 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 26 until until IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 142 28 validation validation NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 29 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 142 30 passed.9 passed.9 PDT work_pomvj2ifwrbwjdcmiw5ube5dge 142 31 These these DT work_pomvj2ifwrbwjdcmiw5ube5dge 142 32 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 33 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 142 34 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 142 35 together together RB work_pomvj2ifwrbwjdcmiw5ube5dge 142 36 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 37 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 142 38 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 39 sets set NNS work_pomvj2ifwrbwjdcmiw5ube5dge 142 40 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 142 41 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 142 42 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 142 43 downloaded download VBN work_pomvj2ifwrbwjdcmiw5ube5dge 142 44 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 45 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 142 46 website website NN work_pomvj2ifwrbwjdcmiw5ube5dge 142 47 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 142 48 future future JJ work_pomvj2ifwrbwjdcmiw5ube5dge 142 49 comparisons comparison NNS work_pomvj2ifwrbwjdcmiw5ube5dge 142 50 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 143 1 Given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 143 2 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 143 3 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 4 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 143 6 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 143 8 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 143 9 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 143 11 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 143 12 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 143 13 produce produce VBP work_pomvj2ifwrbwjdcmiw5ube5dge 143 14 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 143 15 ranking ranking NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 143 17 possible possible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 143 18 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 19 an- an- IN work_pomvj2ifwrbwjdcmiw5ube5dge 143 20 swers swer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 143 21 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 143 22 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 143 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 143 24 proximity proximity NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 25 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 143 26 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 143 27 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 143 28 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 143 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 143 30 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 31 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 32 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 143 33 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 143 34 possible possible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 143 35 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 143 36 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 143 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 144 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 144 2 quantify quantify VB work_pomvj2ifwrbwjdcmiw5ube5dge 144 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 144 4 quality quality NN work_pomvj2ifwrbwjdcmiw5ube5dge 144 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 144 6 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 144 7 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 144 8 ranking ranking NN work_pomvj2ifwrbwjdcmiw5ube5dge 144 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 144 10 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 144 11 re- re- RB work_pomvj2ifwrbwjdcmiw5ube5dge 144 12 port port VBP work_pomvj2ifwrbwjdcmiw5ube5dge 144 13 three three CD work_pomvj2ifwrbwjdcmiw5ube5dge 144 14 statistics statistic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 144 15 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 144 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 144 17 median median JJ work_pomvj2ifwrbwjdcmiw5ube5dge 144 18 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 144 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 144 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 144 21 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 144 22 9Re 9re CD work_pomvj2ifwrbwjdcmiw5ube5dge 144 23 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 144 24 writing writing NN work_pomvj2ifwrbwjdcmiw5ube5dge 144 25 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 144 26 required require VBN work_pomvj2ifwrbwjdcmiw5ube5dge 144 27 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 144 28 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 144 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 144 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 144 31 200 200 CD work_pomvj2ifwrbwjdcmiw5ube5dge 144 32 cases case NNS work_pomvj2ifwrbwjdcmiw5ube5dge 144 33 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 145 1 Test Test NNP work_pomvj2ifwrbwjdcmiw5ube5dge 145 2 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 3 Word Word NNP work_pomvj2ifwrbwjdcmiw5ube5dge 145 4 Description Description NNP work_pomvj2ifwrbwjdcmiw5ube5dge 145 5 Dictionary Dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 145 6 valve valve NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 7 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 145 8 control control NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 9 consisting consisting NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 145 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 145 12 mechanical mechanical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 145 13 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 14 device device NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 15 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 145 16 controlling control VBG work_pomvj2ifwrbwjdcmiw5ube5dge 145 17 fluid fluid JJ work_pomvj2ifwrbwjdcmiw5ube5dge 145 18 flow flow NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 19 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 145 20 Concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 21 prefer prefer VBP work_pomvj2ifwrbwjdcmiw5ube5dge 145 22 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 145 23 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 145 24 you -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 145 25 like like VBP work_pomvj2ifwrbwjdcmiw5ube5dge 145 26 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 145 27 thing thing NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 28 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 29 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 145 30 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 145 31 another another DT work_pomvj2ifwrbwjdcmiw5ube5dge 145 32 thing thing NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 33 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 145 34 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 35 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 145 36 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 145 37 Style style NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 38 difference difference NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 39 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 145 40 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 145 41 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 145 42 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 145 43 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 44 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 145 45 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 145 46 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 145 47 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 145 48 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 146 1 answer answer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 146 2 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 146 3 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 5 whole whole JJ work_pomvj2ifwrbwjdcmiw5ube5dge 146 6 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 7 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 146 9 lower lower RBR work_pomvj2ifwrbwjdcmiw5ube5dge 146 10 better well JJR work_pomvj2ifwrbwjdcmiw5ube5dge 146 11 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 146 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 146 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 14 proportion proportion NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 16 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 146 17 cases case NNS work_pomvj2ifwrbwjdcmiw5ube5dge 146 18 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 19 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 146 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 21 correct correct NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 22 an- an- CC work_pomvj2ifwrbwjdcmiw5ube5dge 146 23 swer swer NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 24 appears appear VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 146 25 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 26 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 27 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 146 28 10/100 10/100 CD work_pomvj2ifwrbwjdcmiw5ube5dge 146 29 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 30 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 31 ranking ranking NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 32 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 146 33 accu- accu- NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 34 racy@10/100 racy@10/100 NNS work_pomvj2ifwrbwjdcmiw5ube5dge 146 35 - - : work_pomvj2ifwrbwjdcmiw5ube5dge 146 36 higher higher RBR work_pomvj2ifwrbwjdcmiw5ube5dge 146 37 better well RBR work_pomvj2ifwrbwjdcmiw5ube5dge 146 38 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 146 39 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 146 40 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 41 variance variance NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 42 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 43 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 44 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 45 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 46 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 47 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 146 48 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 49 across across IN work_pomvj2ifwrbwjdcmiw5ube5dge 146 50 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 146 51 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 52 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 53 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 146 54 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 55 variance variance NN work_pomvj2ifwrbwjdcmiw5ube5dge 146 56 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 146 57 lower lower RBR work_pomvj2ifwrbwjdcmiw5ube5dge 146 58 better well RBR work_pomvj2ifwrbwjdcmiw5ube5dge 146 59 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 146 60 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 147 1 3.4 3.4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 147 2 Results result NNS work_pomvj2ifwrbwjdcmiw5ube5dge 147 3 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 147 4 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 147 5 shows show VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 147 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 147 7 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 147 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 147 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 147 10 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 147 11 mod- mod- NN work_pomvj2ifwrbwjdcmiw5ube5dge 147 12 els els XX work_pomvj2ifwrbwjdcmiw5ube5dge 147 13 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 147 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 147 15 three three CD work_pomvj2ifwrbwjdcmiw5ube5dge 147 16 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 147 17 settings setting NNS work_pomvj2ifwrbwjdcmiw5ube5dge 147 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 148 1 Of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 148 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 148 3 unsu- unsu- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 148 4 pervised pervised JJ work_pomvj2ifwrbwjdcmiw5ube5dge 148 5 composition composition NN work_pomvj2ifwrbwjdcmiw5ube5dge 148 6 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 148 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 148 8 elementwise elementwise VB work_pomvj2ifwrbwjdcmiw5ube5dge 148 9 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 148 10 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 148 11 clearly clearly RB work_pomvj2ifwrbwjdcmiw5ube5dge 148 12 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 148 13 effective effective JJ work_pomvj2ifwrbwjdcmiw5ube5dge 148 14 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 148 15 multiplication multiplication NNP work_pomvj2ifwrbwjdcmiw5ube5dge 148 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 148 17 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 148 18 almost almost RB work_pomvj2ifwrbwjdcmiw5ube5dge 148 19 never never RB work_pomvj2ifwrbwjdcmiw5ube5dge 148 20 returns return VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 148 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 148 22 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 148 23 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 148 24 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 148 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 148 26 near- near- NN work_pomvj2ifwrbwjdcmiw5ube5dge 148 27 est est NNP work_pomvj2ifwrbwjdcmiw5ube5dge 148 28 neighbour neighbour NN work_pomvj2ifwrbwjdcmiw5ube5dge 148 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 148 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 148 31 composition composition NN work_pomvj2ifwrbwjdcmiw5ube5dge 148 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 149 1 Overall overall RB work_pomvj2ifwrbwjdcmiw5ube5dge 149 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 149 3 however however RB work_pomvj2ifwrbwjdcmiw5ube5dge 149 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 149 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 149 6 supervised supervise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 149 7 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 149 8 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 149 9 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 149 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 149 11 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 149 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 149 13 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 149 14 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 149 15 clearly clearly RB work_pomvj2ifwrbwjdcmiw5ube5dge 149 16 outperform outperform VBP work_pomvj2ifwrbwjdcmiw5ube5dge 149 17 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 149 18 baselines baseline NNS work_pomvj2ifwrbwjdcmiw5ube5dge 149 19 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 150 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 150 2 results result NNS work_pomvj2ifwrbwjdcmiw5ube5dge 150 3 indicate indicate VBP work_pomvj2ifwrbwjdcmiw5ube5dge 150 4 interesting interesting JJ work_pomvj2ifwrbwjdcmiw5ube5dge 150 5 differences difference NNS work_pomvj2ifwrbwjdcmiw5ube5dge 150 6 be- be- RB work_pomvj2ifwrbwjdcmiw5ube5dge 150 7 tween tween NN work_pomvj2ifwrbwjdcmiw5ube5dge 150 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 150 9 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 150 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 150 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 150 12 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 150 13 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 150 14 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 150 15 engine engine NN work_pomvj2ifwrbwjdcmiw5ube5dge 150 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 151 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 151 2 Seen Seen NNP work_pomvj2ifwrbwjdcmiw5ube5dge 151 3 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 151 4 WN WN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 151 5 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 151 6 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 151 7 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 151 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 151 9 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 151 10 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 151 11 occur occur VBP work_pomvj2ifwrbwjdcmiw5ube5dge 151 12 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 151 13 both both PDT work_pomvj2ifwrbwjdcmiw5ube5dge 151 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 151 15 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 151 16 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 151 17 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 151 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 151 19 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 151 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 151 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 151 22 lookup lookup JJ work_pomvj2ifwrbwjdcmiw5ube5dge 151 23 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 151 24 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 151 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 151 26 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 151 27 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 151 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 152 1 Clearly clearly RB work_pomvj2ifwrbwjdcmiw5ube5dge 152 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 152 3 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 152 4 algorithm algorithm NN work_pomvj2ifwrbwjdcmiw5ube5dge 152 5 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 152 6 better well JJR work_pomvj2ifwrbwjdcmiw5ube5dge 152 7 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 152 8 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 152 9 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 152 10 retriev- retriev- XX work_pomvj2ifwrbwjdcmiw5ube5dge 152 11 22 22 CD work_pomvj2ifwrbwjdcmiw5ube5dge 152 12 ing e VBG work_pomvj2ifwrbwjdcmiw5ube5dge 152 13 already already RB work_pomvj2ifwrbwjdcmiw5ube5dge 152 14 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 152 15 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 152 16 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 152 17 returning return VBG work_pomvj2ifwrbwjdcmiw5ube5dge 152 18 89 89 CD work_pomvj2ifwrbwjdcmiw5ube5dge 152 19 % % NN work_pomvj2ifwrbwjdcmiw5ube5dge 152 20 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 152 21 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 152 22 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 152 23 among among IN work_pomvj2ifwrbwjdcmiw5ube5dge 152 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 152 25 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 152 26 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 152 27 ten ten CD work_pomvj2ifwrbwjdcmiw5ube5dge 152 28 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 152 29 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 152 30 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 152 31 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 152 32 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 152 33 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 153 1 However however RB work_pomvj2ifwrbwjdcmiw5ube5dge 153 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 153 3 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 4 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 153 5 likely likely JJ work_pomvj2ifwrbwjdcmiw5ube5dge 153 6 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 153 7 come come VB work_pomvj2ifwrbwjdcmiw5ube5dge 153 8 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 10 cost cost NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 11 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 12 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 13 greater great JJR work_pomvj2ifwrbwjdcmiw5ube5dge 153 14 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 15 footprint footprint NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 153 17 since since IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 19 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 20 requires require VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 153 21 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 22 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 23 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 153 24 database database NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 25 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 26 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 153 27 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 28 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 29 time.10 time.10 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 153 30 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 31 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 32 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 33 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 34 NLM NLM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 153 35 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 153 36 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 153 37 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 38 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 39 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 153 40 unseen unseen JJ work_pomvj2ifwrbwjdcmiw5ube5dge 153 41 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 153 42 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 43 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 153 44 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 153 45 shows show VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 153 46 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 47 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 153 48 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 153 49 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 153 50 generalise generalise VB work_pomvj2ifwrbwjdcmiw5ube5dge 153 51 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 153 52 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 153 53 novel novel JJ work_pomvj2ifwrbwjdcmiw5ube5dge 153 54 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 153 55 unseen unseen JJ work_pomvj2ifwrbwjdcmiw5ube5dge 153 56 queries query NNS work_pomvj2ifwrbwjdcmiw5ube5dge 153 57 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 154 1 While while IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 3 median median JJ work_pomvj2ifwrbwjdcmiw5ube5dge 154 4 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 5 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 6 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 154 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 8 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 9 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 10 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 154 11 lower low JJR work_pomvj2ifwrbwjdcmiw5ube5dge 154 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 154 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 14 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 154 15 retrieve retrieve VBP work_pomvj2ifwrbwjdcmiw5ube5dge 154 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 17 cor- cor- NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 18 rect rect NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 19 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 20 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 22 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 154 23 ten ten CD work_pomvj2ifwrbwjdcmiw5ube5dge 154 24 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 154 25 approximately approximately RB work_pomvj2ifwrbwjdcmiw5ube5dge 154 26 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 27 frequently frequently RB work_pomvj2ifwrbwjdcmiw5ube5dge 154 28 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 154 29 within within IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 31 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 154 32 100 100 CD work_pomvj2ifwrbwjdcmiw5ube5dge 154 33 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 154 34 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 154 35 frequently frequently RB work_pomvj2ifwrbwjdcmiw5ube5dge 154 36 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 154 37 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 38 lower low JJR work_pomvj2ifwrbwjdcmiw5ube5dge 154 39 variance variance NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 40 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 41 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 154 42 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 154 43 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 154 44 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 45 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 154 46 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 155 1 Thus thus RB work_pomvj2ifwrbwjdcmiw5ube5dge 155 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 155 3 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 155 4 seem seem VBP work_pomvj2ifwrbwjdcmiw5ube5dge 155 5 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 155 6 generalise generalise VB work_pomvj2ifwrbwjdcmiw5ube5dge 155 7 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 155 8 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 155 9 consistenly consistenly RB work_pomvj2ifwrbwjdcmiw5ube5dge 155 10 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 155 11 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 155 12 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 155 13 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 155 14 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 155 15 dataset dataset NN work_pomvj2ifwrbwjdcmiw5ube5dge 155 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 155 17 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 155 18 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 155 19 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 155 20 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 155 21 assign assign VBP work_pomvj2ifwrbwjdcmiw5ube5dge 155 22 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 155 23 reasonably reasonably RB work_pomvj2ifwrbwjdcmiw5ube5dge 155 24 high high JJ work_pomvj2ifwrbwjdcmiw5ube5dge 155 25 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 155 26 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 155 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 155 28 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 155 29 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 155 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 156 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 2 contrast contrast NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 156 4 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 5 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 156 6 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 7 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 156 8 verified verify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 156 9 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 10 querying query VBG work_pomvj2ifwrbwjdcmiw5ube5dge 156 11 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 156 12 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 156 13 demo demo NNS work_pomvj2ifwrbwjdcmiw5ube5dge 156 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 156 15 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 156 16 tends tend VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 156 17 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 156 18 per- per- NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 19 form form VB work_pomvj2ifwrbwjdcmiw5ube5dge 156 20 either either CC work_pomvj2ifwrbwjdcmiw5ube5dge 156 21 very very RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 22 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 23 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 156 24 poorly poorly RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 25 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 26 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 27 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 156 28 query.11 query.11 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 156 29 When when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 156 30 comparing compare VBG work_pomvj2ifwrbwjdcmiw5ube5dge 156 31 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 32 NLMs NLMs NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 156 33 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 156 34 perhaps perhaps RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 35 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 36 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 156 37 striking striking JJ work_pomvj2ifwrbwjdcmiw5ube5dge 156 38 observation observation NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 39 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 156 40 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 41 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 42 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 156 43 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 156 44 do do VBP work_pomvj2ifwrbwjdcmiw5ube5dge 156 45 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 46 significantly significantly RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 47 outperform outperform VB work_pomvj2ifwrbwjdcmiw5ube5dge 156 48 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 49 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 156 50 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 156 51 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 156 52 even even RB work_pomvj2ifwrbwjdcmiw5ube5dge 156 53 though though IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 54 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 55 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 156 56 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 57 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 58 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 156 59 invariant invariant JJ work_pomvj2ifwrbwjdcmiw5ube5dge 156 60 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 61 changes change NNS work_pomvj2ifwrbwjdcmiw5ube5dge 156 62 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 63 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 64 order order NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 65 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 66 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 156 67 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 156 68 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 156 69 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 156 70 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 157 1 Users user NNS work_pomvj2ifwrbwjdcmiw5ube5dge 157 2 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 157 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 157 4 online online JJ work_pomvj2ifwrbwjdcmiw5ube5dge 157 5 demo demo NNS work_pomvj2ifwrbwjdcmiw5ube5dge 157 6 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 157 7 verify verify VB work_pomvj2ifwrbwjdcmiw5ube5dge 157 8 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 157 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 157 10 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 157 11 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 157 12 recover recover VBP work_pomvj2ifwrbwjdcmiw5ube5dge 157 13 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 157 14 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 157 15 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 157 16 strikingly strikingly RB work_pomvj2ifwrbwjdcmiw5ube5dge 157 17 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 157 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 157 19 even even RB work_pomvj2ifwrbwjdcmiw5ube5dge 157 20 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 157 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 157 22 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 157 23 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 157 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 157 25 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 157 26 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 157 27 per- per- RB work_pomvj2ifwrbwjdcmiw5ube5dge 157 28 muted mute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 157 29 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 158 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 158 2 observation observation NN work_pomvj2ifwrbwjdcmiw5ube5dge 158 3 underlines underline VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 158 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 158 5 importance importance NN work_pomvj2ifwrbwjdcmiw5ube5dge 158 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 158 7 lexical lexical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 158 8 semantics semantic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 158 9 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 158 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 158 11 interpretation interpretation NN work_pomvj2ifwrbwjdcmiw5ube5dge 158 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 158 13 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 158 14 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 158 15 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 158 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 158 17 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 158 18 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 158 19 consistent consistent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 158 20 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 158 21 some some DT work_pomvj2ifwrbwjdcmiw5ube5dge 158 22 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 158 23 recent recent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 158 24 work work NN work_pomvj2ifwrbwjdcmiw5ube5dge 158 25 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 158 26 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 158 27 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 158 28 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 158 29 Iyyer Iyyer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 158 30 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 158 31 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 158 32 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 158 33 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 158 34 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 158 35 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 158 36 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 159 1 It -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 159 2 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 159 3 difficult difficult JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 4 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 159 5 observe observe VB work_pomvj2ifwrbwjdcmiw5ube5dge 159 6 clear clear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 7 trends trend NNS work_pomvj2ifwrbwjdcmiw5ube5dge 159 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 159 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 159 10 dif- dif- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 11 ferences ference NNS work_pomvj2ifwrbwjdcmiw5ube5dge 159 12 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 159 13 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 159 14 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 159 15 learn learn VBP work_pomvj2ifwrbwjdcmiw5ube5dge 159 16 input input JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 17 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 159 18 em- em- NN work_pomvj2ifwrbwjdcmiw5ube5dge 159 19 beddings bedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 159 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 159 21 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 159 22 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 159 23 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 24 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 25 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 26 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 159 27 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 159 28 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 159 29 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 159 30 put put VBD work_pomvj2ifwrbwjdcmiw5ube5dge 159 31 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 159 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 160 1 Both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 160 2 types type NNS work_pomvj2ifwrbwjdcmiw5ube5dge 160 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 160 4 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 160 5 yield yield VBP work_pomvj2ifwrbwjdcmiw5ube5dge 160 6 good good JJ work_pomvj2ifwrbwjdcmiw5ube5dge 160 7 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 160 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 160 9 some some DT work_pomvj2ifwrbwjdcmiw5ube5dge 160 10 situations situation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 160 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 160 12 weaker weak JJR work_pomvj2ifwrbwjdcmiw5ube5dge 160 13 perfor- perfor- IN work_pomvj2ifwrbwjdcmiw5ube5dge 160 14 mance mance NN work_pomvj2ifwrbwjdcmiw5ube5dge 160 15 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 160 16 others other NNS work_pomvj2ifwrbwjdcmiw5ube5dge 160 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 161 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 161 2 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 161 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 161 4 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 161 5 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 161 6 training training JJ work_pomvj2ifwrbwjdcmiw5ube5dge 161 7 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 161 8 em- em- NN work_pomvj2ifwrbwjdcmiw5ube5dge 161 9 beddings bedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 161 10 seems seem VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 161 11 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 161 12 help help VB work_pomvj2ifwrbwjdcmiw5ube5dge 161 13 most most RBS work_pomvj2ifwrbwjdcmiw5ube5dge 161 14 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 161 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 161 16 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 161 17 de- de- NN work_pomvj2ifwrbwjdcmiw5ube5dge 161 18 scriptions scription NNS work_pomvj2ifwrbwjdcmiw5ube5dge 161 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 161 20 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 161 21 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 161 22 furthest furthest JJ work_pomvj2ifwrbwjdcmiw5ube5dge 161 23 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 161 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 161 25 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 161 26 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 161 27 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 161 28 terms term NNS work_pomvj2ifwrbwjdcmiw5ube5dge 161 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 161 30 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 161 31 style style NN work_pomvj2ifwrbwjdcmiw5ube5dge 161 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 162 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 2 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 162 3 perhaps perhaps RB work_pomvj2ifwrbwjdcmiw5ube5dge 162 4 unsur- unsur- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 162 5 prising prising NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 162 7 since since IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 8 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 9 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 162 10 learn learn VBP work_pomvj2ifwrbwjdcmiw5ube5dge 162 11 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 12 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 13 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 15 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 162 16 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 17 acquire acquire VBP work_pomvj2ifwrbwjdcmiw5ube5dge 162 18 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 20 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 162 21 concep- concep- NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 22 10The 10the CD work_pomvj2ifwrbwjdcmiw5ube5dge 162 23 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 162 24 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 162 25 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 26 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 27 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 162 28 approximately approximately RB work_pomvj2ifwrbwjdcmiw5ube5dge 162 29 half half PDT work_pomvj2ifwrbwjdcmiw5ube5dge 162 30 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 31 size size NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 32 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 33 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 34 six six CD work_pomvj2ifwrbwjdcmiw5ube5dge 162 35 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 36 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 37 stored store VBN work_pomvj2ifwrbwjdcmiw5ube5dge 162 38 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 39 plain plain JJ work_pomvj2ifwrbwjdcmiw5ube5dge 162 40 text text NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 41 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 162 42 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 162 43 would would MD work_pomvj2ifwrbwjdcmiw5ube5dge 162 44 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 162 45 hundreds hundred NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 46 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 47 times time NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 48 smaller small JJR work_pomvj2ifwrbwjdcmiw5ube5dge 162 49 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 50 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 51 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 162 52 database database NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 53 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 54 1061 1061 CD work_pomvj2ifwrbwjdcmiw5ube5dge 162 55 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 162 56 if if IN work_pomvj2ifwrbwjdcmiw5ube5dge 162 57 stored store VBN work_pomvj2ifwrbwjdcmiw5ube5dge 162 58 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 162 59 way way NN work_pomvj2ifwrbwjdcmiw5ube5dge 162 60 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 163 1 11We 11We NNP work_pomvj2ifwrbwjdcmiw5ube5dge 163 2 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 163 3 observed observe VBD work_pomvj2ifwrbwjdcmiw5ube5dge 163 4 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 163 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 163 6 mean mean NN work_pomvj2ifwrbwjdcmiw5ube5dge 163 7 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 163 8 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 163 9 NLMs NLMs NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 163 10 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 163 11 lower low JJR work_pomvj2ifwrbwjdcmiw5ube5dge 163 12 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 163 13 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 163 14 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 163 15 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 163 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 163 17 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 163 18 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 163 19 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 163 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 164 1 tual tual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 164 2 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 3 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 164 4 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 164 5 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 164 6 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 164 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 164 8 thus thus RB work_pomvj2ifwrbwjdcmiw5ube5dge 164 9 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 164 10 over- over- VB work_pomvj2ifwrbwjdcmiw5ube5dge 164 11 fit fit VB work_pomvj2ifwrbwjdcmiw5ube5dge 164 12 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 164 13 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 164 14 setting setting NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 15 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 164 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 164 17 whereas whereas IN work_pomvj2ifwrbwjdcmiw5ube5dge 164 18 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 164 19 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 164 20 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 164 21 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 164 22 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 164 23 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 164 24 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 164 25 some some DT work_pomvj2ifwrbwjdcmiw5ube5dge 164 26 semantic semantic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 164 27 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 28 acquired acquire VBN work_pomvj2ifwrbwjdcmiw5ube5dge 164 29 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 164 30 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 164 31 running running NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 32 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 164 33 text text NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 34 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 35 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 164 36 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 164 37 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 164 38 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 164 39 acquired acquire VBN work_pomvj2ifwrbwjdcmiw5ube5dge 164 40 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 164 41 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 164 42 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 164 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 165 1 3.5 3.5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 165 2 Qualitative qualitative JJ work_pomvj2ifwrbwjdcmiw5ube5dge 165 3 Analysis Analysis NNP work_pomvj2ifwrbwjdcmiw5ube5dge 165 4 Some some DT work_pomvj2ifwrbwjdcmiw5ube5dge 165 5 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 165 6 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 165 7 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 165 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 165 9 various various JJ work_pomvj2ifwrbwjdcmiw5ube5dge 165 10 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 165 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 165 12 presented present VBN work_pomvj2ifwrbwjdcmiw5ube5dge 165 13 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 165 14 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 165 15 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 165 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 166 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 166 2 differences difference NNS work_pomvj2ifwrbwjdcmiw5ube5dge 166 3 illustrated illustrate VBN work_pomvj2ifwrbwjdcmiw5ube5dge 166 4 here here RB work_pomvj2ifwrbwjdcmiw5ube5dge 166 5 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 166 6 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 166 7 evident evident JJ work_pomvj2ifwrbwjdcmiw5ube5dge 166 8 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 166 9 querying query VBG work_pomvj2ifwrbwjdcmiw5ube5dge 166 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 166 11 web web NN work_pomvj2ifwrbwjdcmiw5ube5dge 166 12 demo demo NNS work_pomvj2ifwrbwjdcmiw5ube5dge 166 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 167 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 167 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 167 3 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 167 4 shows show VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 167 5 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 167 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 167 7 NLMs NLMs NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 167 8 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 167 9 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 167 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 167 11 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 167 12 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 167 13 generalise generalise VBP work_pomvj2ifwrbwjdcmiw5ube5dge 167 14 beyond beyond IN work_pomvj2ifwrbwjdcmiw5ube5dge 167 15 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 167 16 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 167 17 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 167 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 168 1 Four four CD work_pomvj2ifwrbwjdcmiw5ube5dge 168 2 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 168 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 168 4 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 168 5 five five CD work_pomvj2ifwrbwjdcmiw5ube5dge 168 6 responses response NNS work_pomvj2ifwrbwjdcmiw5ube5dge 168 7 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 168 8 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 168 9 classed class VBN work_pomvj2ifwrbwjdcmiw5ube5dge 168 10 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 168 11 ap- ap- NN work_pomvj2ifwrbwjdcmiw5ube5dge 168 12 propriate propriate NN work_pomvj2ifwrbwjdcmiw5ube5dge 168 13 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 168 14 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 168 15 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 168 16 refer refer VBP work_pomvj2ifwrbwjdcmiw5ube5dge 168 17 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 168 18 inhabitants inhabitant NNS work_pomvj2ifwrbwjdcmiw5ube5dge 168 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 168 20 cold cold JJ work_pomvj2ifwrbwjdcmiw5ube5dge 168 21 countries country NNS work_pomvj2ifwrbwjdcmiw5ube5dge 168 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 169 1 However however RB work_pomvj2ifwrbwjdcmiw5ube5dge 169 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 169 3 inspecting inspect VBG work_pomvj2ifwrbwjdcmiw5ube5dge 169 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 169 5 WordNik WordNik NNP work_pomvj2ifwrbwjdcmiw5ube5dge 169 6 train- train- NN work_pomvj2ifwrbwjdcmiw5ube5dge 169 7 ing ing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 169 8 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 169 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 169 10 there there EX work_pomvj2ifwrbwjdcmiw5ube5dge 169 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 169 12 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 169 13 mention mention NN work_pomvj2ifwrbwjdcmiw5ube5dge 169 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 169 15 cold cold NN work_pomvj2ifwrbwjdcmiw5ube5dge 169 16 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 169 17 anything anything NN work_pomvj2ifwrbwjdcmiw5ube5dge 169 18 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 169 19 do do VB work_pomvj2ifwrbwjdcmiw5ube5dge 169 20 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 169 21 climate climate NN work_pomvj2ifwrbwjdcmiw5ube5dge 169 22 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 169 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 169 24 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 169 25 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 169 26 Eskimo Eskimo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 169 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 169 28 Scandi- Scandi- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 169 29 navian navian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 169 30 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 169 31 Scandinavia Scandinavia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 169 32 etc etc FW work_pomvj2ifwrbwjdcmiw5ube5dge 169 33 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 170 1 Therefore therefore RB work_pomvj2ifwrbwjdcmiw5ube5dge 170 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 170 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 170 4 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 170 5 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 170 6 must must MD work_pomvj2ifwrbwjdcmiw5ube5dge 170 7 have have VB work_pomvj2ifwrbwjdcmiw5ube5dge 170 8 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 170 9 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 170 10 coldness coldness NN work_pomvj2ifwrbwjdcmiw5ube5dge 170 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 170 12 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 170 13 char- char- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 170 14 acteristic acteristic NN work_pomvj2ifwrbwjdcmiw5ube5dge 170 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 170 16 Scandinavia Scandinavia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 170 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 170 18 Siberia Siberia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 170 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 170 20 Russia Russia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 170 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 170 22 relates relate VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 170 23 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 170 24 Eskimos Eskimos NNP work_pomvj2ifwrbwjdcmiw5ube5dge 170 25 etc etc FW work_pomvj2ifwrbwjdcmiw5ube5dge 170 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 171 1 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 171 2 connections connection NNS work_pomvj2ifwrbwjdcmiw5ube5dge 171 3 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 171 4 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 171 5 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 171 6 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 171 7 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 171 8 described describe VBN work_pomvj2ifwrbwjdcmiw5ube5dge 171 9 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 171 10 defined define VBN work_pomvj2ifwrbwjdcmiw5ube5dge 171 11 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 171 12 cold cold JJ work_pomvj2ifwrbwjdcmiw5ube5dge 171 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 172 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 172 2 contrast contrast NN work_pomvj2ifwrbwjdcmiw5ube5dge 172 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 172 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 172 5 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 172 6 produced produce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 172 7 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 172 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 172 9 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 172 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 172 11 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 172 12 unsu- unsu- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 172 13 pervised pervise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 172 14 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 172 15 W2V w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 172 16 baseline baseline NN work_pomvj2ifwrbwjdcmiw5ube5dge 172 17 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 172 18 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 172 19 nothing nothing NN work_pomvj2ifwrbwjdcmiw5ube5dge 172 20 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 172 21 do do VB work_pomvj2ifwrbwjdcmiw5ube5dge 172 22 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 172 23 coldness coldness NN work_pomvj2ifwrbwjdcmiw5ube5dge 172 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 173 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 173 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 173 3 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 173 4 demonstrates demonstrate VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 173 5 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 173 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 173 7 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 173 8 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 173 9 return return VBP work_pomvj2ifwrbwjdcmiw5ube5dge 173 10 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 173 11 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 173 12 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 173 13 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 173 14 con- con- NN work_pomvj2ifwrbwjdcmiw5ube5dge 173 15 ceptual ceptual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 173 16 function function NN work_pomvj2ifwrbwjdcmiw5ube5dge 173 17 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 173 18 appropriate appropriate JJ work_pomvj2ifwrbwjdcmiw5ube5dge 173 19 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 173 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 173 21 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 173 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 174 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 174 2 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 174 3 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 174 4 referring refer VBG work_pomvj2ifwrbwjdcmiw5ube5dge 174 5 explicitly explicitly RB work_pomvj2ifwrbwjdcmiw5ube5dge 174 6 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 174 7 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 174 8 means mean NNS work_pomvj2ifwrbwjdcmiw5ube5dge 174 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 174 10 method method NN work_pomvj2ifwrbwjdcmiw5ube5dge 174 11 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 174 12 pro- pro- NN work_pomvj2ifwrbwjdcmiw5ube5dge 174 13 cess cess NN work_pomvj2ifwrbwjdcmiw5ube5dge 174 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 174 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 174 16 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 174 17 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 174 18 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 174 19 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 174 20 produce produce VBP work_pomvj2ifwrbwjdcmiw5ube5dge 174 21 verbs verb NNS work_pomvj2ifwrbwjdcmiw5ube5dge 174 22 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 174 23 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 174 24 forms form NNS work_pomvj2ifwrbwjdcmiw5ube5dge 174 25 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 174 26 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 174 27 appropriate appropriate JJ work_pomvj2ifwrbwjdcmiw5ube5dge 174 28 deverbal deverbal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 174 29 noun noun NN work_pomvj2ifwrbwjdcmiw5ube5dge 174 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 175 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 175 2 contrast contrast NN work_pomvj2ifwrbwjdcmiw5ube5dge 175 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 175 4 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 175 5 returns return VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 175 6 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 175 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 175 8 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 175 9 types type NNS work_pomvj2ifwrbwjdcmiw5ube5dge 175 10 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 175 11 aero- aero- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 175 12 dynamics dynamic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 175 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 175 14 draught draught NN work_pomvj2ifwrbwjdcmiw5ube5dge 175 15 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 175 16 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 175 17 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 175 18 arbitrarily arbitrarily RB work_pomvj2ifwrbwjdcmiw5ube5dge 175 19 related related JJ work_pomvj2ifwrbwjdcmiw5ube5dge 175 20 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 175 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 175 22 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 175 23 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 175 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 175 25 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 175 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 176 1 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 176 2 similar similar JJ work_pomvj2ifwrbwjdcmiw5ube5dge 176 3 effect effect NN work_pomvj2ifwrbwjdcmiw5ube5dge 176 4 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 176 5 apparent apparent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 176 6 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 176 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 176 8 third third JJ work_pomvj2ifwrbwjdcmiw5ube5dge 176 9 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 176 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 177 1 While while IN work_pomvj2ifwrbwjdcmiw5ube5dge 177 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 177 3 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 177 4 produced produce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 177 5 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 177 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 177 7 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 177 8 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 177 9 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 177 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 177 11 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 177 12 part part NN work_pomvj2ifwrbwjdcmiw5ube5dge 177 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 177 14 speech speech NN work_pomvj2ifwrbwjdcmiw5ube5dge 177 15 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 177 16 Noun Noun NNP work_pomvj2ifwrbwjdcmiw5ube5dge 177 17 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 177 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 177 19 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 177 20 related relate VBN work_pomvj2ifwrbwjdcmiw5ube5dge 177 21 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 177 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 177 23 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 177 24 topic topic NN work_pomvj2ifwrbwjdcmiw5ube5dge 177 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 177 26 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 177 27 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 177 28 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 177 29 semantically semantically RB work_pomvj2ifwrbwjdcmiw5ube5dge 177 30 appropriate appropriate JJ work_pomvj2ifwrbwjdcmiw5ube5dge 177 31 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 178 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 178 2 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 178 3 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 178 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 178 5 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 178 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 178 7 only only JJ work_pomvj2ifwrbwjdcmiw5ube5dge 178 8 ones one NNS work_pomvj2ifwrbwjdcmiw5ube5dge 178 9 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 178 10 return return VBP work_pomvj2ifwrbwjdcmiw5ube5dge 178 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 178 12 list list NN work_pomvj2ifwrbwjdcmiw5ube5dge 178 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 178 14 plausi- plausi- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 178 15 ble ble NNP work_pomvj2ifwrbwjdcmiw5ube5dge 178 16 habits habit NNS work_pomvj2ifwrbwjdcmiw5ube5dge 178 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 178 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 178 19 class class NN work_pomvj2ifwrbwjdcmiw5ube5dge 178 20 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 178 21 noun noun NNP work_pomvj2ifwrbwjdcmiw5ube5dge 178 22 requested request VBN work_pomvj2ifwrbwjdcmiw5ube5dge 178 23 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 178 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 178 25 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 178 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 179 1 3.6 3.6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 179 2 Cross Cross NNP work_pomvj2ifwrbwjdcmiw5ube5dge 179 3 - - NNP work_pomvj2ifwrbwjdcmiw5ube5dge 179 4 Lingual Lingual NNP work_pomvj2ifwrbwjdcmiw5ube5dge 179 5 Reverse Reverse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 179 6 Dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 179 7 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 179 8 now now RB work_pomvj2ifwrbwjdcmiw5ube5dge 179 9 show show VBP work_pomvj2ifwrbwjdcmiw5ube5dge 179 10 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 179 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 179 12 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 179 13 architecture architecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 14 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 179 15 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 179 16 eas- eas- RB work_pomvj2ifwrbwjdcmiw5ube5dge 179 17 ily ily RB work_pomvj2ifwrbwjdcmiw5ube5dge 179 18 modified modify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 179 19 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 179 20 create create VB work_pomvj2ifwrbwjdcmiw5ube5dge 179 21 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 179 22 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 179 23 reverse reverse NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 24 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 25 - - : work_pomvj2ifwrbwjdcmiw5ube5dge 179 26 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 179 27 system system NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 28 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 179 29 returns return VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 179 30 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 31 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 179 32 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 179 33 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 179 34 lan- lan- NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 35 guage guage NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 36 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 179 37 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 179 38 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 39 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 179 40 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 179 41 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 179 42 another another DT work_pomvj2ifwrbwjdcmiw5ube5dge 179 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 180 1 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 180 2 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 180 3 reverse reverse NN work_pomvj2ifwrbwjdcmiw5ube5dge 180 4 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 180 5 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 180 6 have have VB work_pomvj2ifwrbwjdcmiw5ube5dge 180 7 clear clear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 180 8 ap- ap- NN work_pomvj2ifwrbwjdcmiw5ube5dge 180 9 plications plication NNS work_pomvj2ifwrbwjdcmiw5ube5dge 180 10 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 180 11 translators translator NNS work_pomvj2ifwrbwjdcmiw5ube5dge 180 12 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 180 13 transcribers transcriber NNS work_pomvj2ifwrbwjdcmiw5ube5dge 180 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 181 1 Indeed indeed RB work_pomvj2ifwrbwjdcmiw5ube5dge 181 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 181 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 4 23 23 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 5 Input Input NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 6 Description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 7 OneLook OneLook NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 8 W2V w2v NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 9 add add VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 10 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 11 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 12 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 181 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 14 native native NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 16 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 17 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 18 country country NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 19 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 20 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 21 citizen citizen NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 22 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 23 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 24 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 25 2.the 2.the CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 26 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 27 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 28 eskimo eskimo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 29 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 30 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 31 scandinavian scandinavian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 32 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 33 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 34 frigid frigid JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 35 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 36 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 37 cold cold VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 38 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 39 cold cold JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 40 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 41 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 42 foreign foreign JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 43 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 44 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 45 naturalize naturalize VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 46 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 47 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 48 another another DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 49 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 50 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 51 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 52 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 53 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 54 arctic arctic NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 55 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 56 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 57 indian indian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 58 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 59 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 60 icy icy NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 61 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 62 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 63 russian russian JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 64 country country NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 65 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 181 66 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 67 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 68 cisco cisco NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 69 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 70 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 71 whole whole JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 72 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 73 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 74 siberian siberian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 75 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 76 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 77 indian indian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 78 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 181 79 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 80 way way NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 81 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 82 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 83 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 84 drag drag VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 85 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 86 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 87 whiz whiz NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 88 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 89 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 90 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 91 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 92 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 93 through through IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 94 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 95 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 96 glide glide NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 97 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 98 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 99 scooting scoot VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 100 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 101 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 102 flying fly VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 103 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 104 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 105 gliding glide VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 106 moving move VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 107 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 108 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 109 aerodynamics aerodynamic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 181 110 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 111 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 112 draught draught NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 113 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 114 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 115 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 116 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 117 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 118 moving move VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 119 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 120 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 121 glides glide NNS work_pomvj2ifwrbwjdcmiw5ube5dge 181 122 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 123 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 124 gliding glide VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 125 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 126 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 127 glide glide NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 128 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 129 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 130 fly fly VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 131 through through IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 132 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 133 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 134 coefficient coefficient NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 135 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 136 drag drag NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 137 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 138 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 139 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 140 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 141 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 142 flight flight NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 143 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 144 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 145 scooting scoot VBG work_pomvj2ifwrbwjdcmiw5ube5dge 181 146 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 147 air air NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 148 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 181 149 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 181 150 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 151 habit habit NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 152 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 153 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 154 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 155 sisterinlaw sisterinlaw NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 156 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 157 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 158 fatherinlaw fatherinlaw NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 159 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 160 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 161 annoy annoy NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 162 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 163 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 164 your -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 181 165 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 166 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 167 bossiness bossiness NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 168 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 169 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 170 jealousy jealousy NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 171 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 172 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 173 infidelity infidelity NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 174 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 175 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 176 bossiness bossiness NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 177 might may MD work_pomvj2ifwrbwjdcmiw5ube5dge 181 178 annoy annoy VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 179 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 180 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 181 motherinlaw motherinlaw NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 182 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 183 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 184 stepson stepson NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 185 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 186 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 187 might may MD work_pomvj2ifwrbwjdcmiw5ube5dge 181 188 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 189 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 190 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 191 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 192 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 193 annoyance annoyance NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 194 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 195 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 196 rudeness rudeness NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 197 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 198 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 199 foible foible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 200 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 201 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 202 unfaithfulness unfaithfulness VB work_pomvj2ifwrbwjdcmiw5ube5dge 181 203 your -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 181 204 spouse spouse NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 205 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 181 206 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 207 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 208 stepchild stepchild NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 209 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 210 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 211 either either CC work_pomvj2ifwrbwjdcmiw5ube5dge 181 212 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 213 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 214 boorishness boorishness NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 215 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 216 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 217 adulterous adulterous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 218 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 219 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 220 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 181 221 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 222 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 223 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 181 224 five five CD work_pomvj2ifwrbwjdcmiw5ube5dge 181 225 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 181 226 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 227 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 228 queries query NNS work_pomvj2ifwrbwjdcmiw5ube5dge 181 229 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 181 230 invented invent VBN work_pomvj2ifwrbwjdcmiw5ube5dge 181 231 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 232 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 181 233 authors author NNS work_pomvj2ifwrbwjdcmiw5ube5dge 181 234 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 181 235 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 181 236 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 237 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 238 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 181 239 mod- mod- NN work_pomvj2ifwrbwjdcmiw5ube5dge 181 240 els els NNP work_pomvj2ifwrbwjdcmiw5ube5dge 181 241 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 182 1 Both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 182 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 182 3 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 182 4 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 182 5 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 182 6 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 182 7 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 182 8 without without IN work_pomvj2ifwrbwjdcmiw5ube5dge 182 9 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 182 10 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 182 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 182 12 use use VBP work_pomvj2ifwrbwjdcmiw5ube5dge 182 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 182 14 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 182 15 loss loss NN work_pomvj2ifwrbwjdcmiw5ube5dge 182 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 183 1 Input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 2 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 3 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 4 EN EN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 5 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 183 6 FR FR NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 7 W2V w2v NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 8 add add VB work_pomvj2ifwrbwjdcmiw5ube5dge 183 9 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 10 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 183 11 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 12 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 183 13 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 183 14 emotion emotion NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 15 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 183 16 you -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 183 17 might may MD work_pomvj2ifwrbwjdcmiw5ube5dge 183 18 feel feel VB work_pomvj2ifwrbwjdcmiw5ube5dge 183 19 triste triste NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 21 pitoyable pitoyable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 22 insister insister NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 23 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 24 effectivement effectivement JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 25 sentiment sentiment NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 26 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 27 regretter regretter NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 28 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 183 29 being be VBG work_pomvj2ifwrbwjdcmiw5ube5dge 183 30 rejected reject VBN work_pomvj2ifwrbwjdcmiw5ube5dge 183 31 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 183 32 répugnante répugnante NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 33 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 34 épouvantable épouvantable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 35 pourquoi pourquoi NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 36 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 37 nous nous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 38 peur peur NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 39 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 40 aversion aversion NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 41 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 183 42 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 183 43 small small JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 44 black black JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 45 flying flying NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 46 insect insect NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 47 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 183 48 mouche mouche NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 49 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 50 canard canard NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 51 attentivement attentivement NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 52 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 53 pouvions pouvion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 54 voler voler VBP work_pomvj2ifwrbwjdcmiw5ube5dge 183 55 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 56 faucon faucon NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 57 transmits transmits NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 58 disease disease NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 59 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 183 60 likes like VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 183 61 horses horse NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 62 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 183 63 hirondelle hirondelle NNP work_pomvj2ifwrbwjdcmiw5ube5dge 183 64 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 65 pigeon pigeon NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 66 pourrons pourron NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 67 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 68 naturellement naturellement JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 69 mouches mouche NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 70 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 183 71 volant volant NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 72 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 73 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 183 74 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 183 75 Responses response NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 76 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 183 77 cross cross JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 78 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 79 lingual lingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 80 reverse reverse NN work_pomvj2ifwrbwjdcmiw5ube5dge 183 81 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 183 82 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 83 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 183 84 selected select VBN work_pomvj2ifwrbwjdcmiw5ube5dge 183 85 queries query NNS work_pomvj2ifwrbwjdcmiw5ube5dge 183 86 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 184 1 Underlined underlined JJ work_pomvj2ifwrbwjdcmiw5ube5dge 184 2 responses response NNS work_pomvj2ifwrbwjdcmiw5ube5dge 184 3 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 184 4 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 184 5 cor- cor- RB work_pomvj2ifwrbwjdcmiw5ube5dge 184 6 rect rect NN work_pomvj2ifwrbwjdcmiw5ube5dge 184 7 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 184 8 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 184 9 potentially potentially RB work_pomvj2ifwrbwjdcmiw5ube5dge 184 10 useful useful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 184 11 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 184 12 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 184 13 native native JJ work_pomvj2ifwrbwjdcmiw5ube5dge 184 14 French french JJ work_pomvj2ifwrbwjdcmiw5ube5dge 184 15 speaker speaker NN work_pomvj2ifwrbwjdcmiw5ube5dge 184 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 185 1 problem problem NN work_pomvj2ifwrbwjdcmiw5ube5dge 185 2 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 185 3 attaching attach VBG work_pomvj2ifwrbwjdcmiw5ube5dge 185 4 appropriate appropriate JJ work_pomvj2ifwrbwjdcmiw5ube5dge 185 5 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 185 6 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 185 7 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 185 8 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 185 9 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 185 10 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 185 11 common common JJ work_pomvj2ifwrbwjdcmiw5ube5dge 185 12 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 185 13 searching search VBG work_pomvj2ifwrbwjdcmiw5ube5dge 185 14 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 185 15 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 185 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 185 17 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 185 18 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 185 19 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 185 20 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 185 21 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 185 22 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 185 23 monolingual monolingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 185 24 context context NN work_pomvj2ifwrbwjdcmiw5ube5dge 185 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 186 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 186 2 create create VB work_pomvj2ifwrbwjdcmiw5ube5dge 186 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 186 4 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 186 5 variant variant NN work_pomvj2ifwrbwjdcmiw5ube5dge 186 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 186 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 186 8 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 186 9 replace replace VBP work_pomvj2ifwrbwjdcmiw5ube5dge 186 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 186 11 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 186 12 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 186 13 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 186 14 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 186 15 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 186 16 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 186 17 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 186 18 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 186 19 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 186 20 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 186 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 187 1 Bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 187 2 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 187 3 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 187 4 use use VBP work_pomvj2ifwrbwjdcmiw5ube5dge 187 5 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 187 6 corpora corpora NN work_pomvj2ifwrbwjdcmiw5ube5dge 187 7 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 187 8 learn learn VB work_pomvj2ifwrbwjdcmiw5ube5dge 187 9 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 187 10 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 187 11 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 187 12 rep- rep- NN work_pomvj2ifwrbwjdcmiw5ube5dge 187 13 resentations resentation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 187 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 187 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 187 16 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 187 17 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 187 18 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 187 19 languages language NNS work_pomvj2ifwrbwjdcmiw5ube5dge 187 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 187 21 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 187 22 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 187 23 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 187 24 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 187 25 either either DT work_pomvj2ifwrbwjdcmiw5ube5dge 187 26 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 187 27 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 187 28 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 187 29 similar similar JJ work_pomvj2ifwrbwjdcmiw5ube5dge 187 30 meanings meaning NNS work_pomvj2ifwrbwjdcmiw5ube5dge 187 31 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 187 32 close close JJ work_pomvj2ifwrbwjdcmiw5ube5dge 187 33 together together RB work_pomvj2ifwrbwjdcmiw5ube5dge 187 34 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 187 35 Hermann Hermann NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 36 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 187 37 Blun- Blun- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 38 som som NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 39 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 187 40 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 187 41 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 187 42 Chandar Chandar NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 43 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 44 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 45 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 46 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 187 47 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 187 48 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 187 49 Gouws Gouws NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 50 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 51 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 52 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 187 53 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 187 54 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 187 55 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 187 56 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 188 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 2 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 188 3 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 4 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 188 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 6 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 188 7 concept concept NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 8 experiment experiment NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 188 10 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 188 11 used use VBD work_pomvj2ifwrbwjdcmiw5ube5dge 188 12 English english JJ work_pomvj2ifwrbwjdcmiw5ube5dge 188 13 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 188 14 French french JJ work_pomvj2ifwrbwjdcmiw5ube5dge 188 15 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 188 16 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 188 17 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 188 19 state state NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 20 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 188 21 of- of- VBN work_pomvj2ifwrbwjdcmiw5ube5dge 188 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 188 23 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 188 24 art art NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 25 BilBOWA BilBOWA NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 26 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 27 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 188 28 Gouws Gouws NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 29 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 30 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 31 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 32 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 188 33 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 188 34 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 188 35 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 36 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 188 37 Wikipedia Wikipedia NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 38 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 188 39 monolingual monolingual NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 40 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 188 41 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 188 42 Europarl Europarl NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 43 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 188 44 bilin- bilin- NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 45 gual gual NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 46 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 188 47 corpora.12 corpora.12 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 48 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 188 49 trained train VBD work_pomvj2ifwrbwjdcmiw5ube5dge 188 50 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 188 51 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 188 52 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 53 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 188 54 map map VB work_pomvj2ifwrbwjdcmiw5ube5dge 188 55 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 56 English english JJ work_pomvj2ifwrbwjdcmiw5ube5dge 188 57 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 188 58 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 59 English english JJ work_pomvj2ifwrbwjdcmiw5ube5dge 188 60 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 188 61 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 188 62 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 188 63 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 188 64 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 188 65 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 189 1 At at IN work_pomvj2ifwrbwjdcmiw5ube5dge 189 2 test test NN work_pomvj2ifwrbwjdcmiw5ube5dge 189 3 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 189 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 189 5 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 189 6 reading read VBG work_pomvj2ifwrbwjdcmiw5ube5dge 189 7 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 189 8 En- en- CD work_pomvj2ifwrbwjdcmiw5ube5dge 189 9 glish glish JJ work_pomvj2ifwrbwjdcmiw5ube5dge 189 10 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 189 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 189 12 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 189 13 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 189 14 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 189 15 return return VB work_pomvj2ifwrbwjdcmiw5ube5dge 189 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 189 17 nearest near JJS work_pomvj2ifwrbwjdcmiw5ube5dge 189 18 French french JJ work_pomvj2ifwrbwjdcmiw5ube5dge 189 19 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 189 20 neighbours neighbour NNS work_pomvj2ifwrbwjdcmiw5ube5dge 189 21 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 189 22 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 189 23 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 189 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 190 1 Because because IN work_pomvj2ifwrbwjdcmiw5ube5dge 190 2 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 190 3 benchmarks benchmark NNS work_pomvj2ifwrbwjdcmiw5ube5dge 190 4 exist exist VBP work_pomvj2ifwrbwjdcmiw5ube5dge 190 5 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 190 6 quantitative quantitative JJ work_pomvj2ifwrbwjdcmiw5ube5dge 190 7 12The 12the CD work_pomvj2ifwrbwjdcmiw5ube5dge 190 8 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 190 9 should should MD work_pomvj2ifwrbwjdcmiw5ube5dge 190 10 work work VB work_pomvj2ifwrbwjdcmiw5ube5dge 190 11 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 190 12 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 190 13 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 190 14 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 190 15 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 191 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 191 2 thank thank VBP work_pomvj2ifwrbwjdcmiw5ube5dge 191 3 Stephan Stephan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 191 4 Gouws Gouws NNP work_pomvj2ifwrbwjdcmiw5ube5dge 191 5 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 191 6 doing do VBG work_pomvj2ifwrbwjdcmiw5ube5dge 191 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 191 8 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 191 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 192 1 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 192 2 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 192 3 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 192 4 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 192 5 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 192 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 192 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 192 8 com- com- RB work_pomvj2ifwrbwjdcmiw5ube5dge 192 9 pare pare VBP work_pomvj2ifwrbwjdcmiw5ube5dge 192 10 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 192 11 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 192 12 qualitatively qualitatively RB work_pomvj2ifwrbwjdcmiw5ube5dge 192 13 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 192 14 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 192 15 alternative alternative JJ work_pomvj2ifwrbwjdcmiw5ube5dge 192 16 methods method NNS work_pomvj2ifwrbwjdcmiw5ube5dge 192 17 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 192 18 mapping map VBG work_pomvj2ifwrbwjdcmiw5ube5dge 192 19 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 192 20 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 192 21 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 192 22 across across IN work_pomvj2ifwrbwjdcmiw5ube5dge 192 23 languages language NNS work_pomvj2ifwrbwjdcmiw5ube5dge 192 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 193 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 193 3 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 193 4 analogous analogous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 193 5 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 7 W2V W2V NNP work_pomvj2ifwrbwjdcmiw5ube5dge 193 8 Add Add NNP work_pomvj2ifwrbwjdcmiw5ube5dge 193 9 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 12 previous previous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 193 13 section section NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 14 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 193 15 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 17 bilingual bilingual NNP work_pomvj2ifwrbwjdcmiw5ube5dge 193 18 em- em- NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 19 bedding bed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 193 20 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 193 22 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 193 23 first first RB work_pomvj2ifwrbwjdcmiw5ube5dge 193 24 compose compose VBP work_pomvj2ifwrbwjdcmiw5ube5dge 193 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 26 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 193 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 29 English english JJ work_pomvj2ifwrbwjdcmiw5ube5dge 193 30 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 193 31 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 32 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 33 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 34 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 35 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 36 ele- ele- NNS work_pomvj2ifwrbwjdcmiw5ube5dge 193 37 mentwise mentwise NNP work_pomvj2ifwrbwjdcmiw5ube5dge 193 38 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 39 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 193 40 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 193 41 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 193 42 return return VB work_pomvj2ifwrbwjdcmiw5ube5dge 193 43 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 44 French french JJ work_pomvj2ifwrbwjdcmiw5ube5dge 193 45 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 46 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 193 47 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 48 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 193 49 nearest near JJS work_pomvj2ifwrbwjdcmiw5ube5dge 193 50 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 193 51 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 193 52 vector vector NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 53 sum sum NN work_pomvj2ifwrbwjdcmiw5ube5dge 193 54 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 194 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 194 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 194 3 uses use VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 194 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 194 5 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 194 6 monolingual monolingual NN work_pomvj2ifwrbwjdcmiw5ube5dge 194 7 reverse reverse VBP work_pomvj2ifwrbwjdcmiw5ube5dge 194 8 dictio- dictio- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 194 9 nary nary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 194 10 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 194 11 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 194 12 identify identify VB work_pomvj2ifwrbwjdcmiw5ube5dge 194 13 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 194 14 English english JJ work_pomvj2ifwrbwjdcmiw5ube5dge 194 15 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 194 16 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 194 17 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 194 18 En- en- CD work_pomvj2ifwrbwjdcmiw5ube5dge 194 19 glish glish JJ work_pomvj2ifwrbwjdcmiw5ube5dge 194 20 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 194 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 194 22 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 194 23 then then RB work_pomvj2ifwrbwjdcmiw5ube5dge 194 24 translates translate VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 194 25 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 194 26 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 194 27 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 194 28 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 194 29 Translate Translate NNP work_pomvj2ifwrbwjdcmiw5ube5dge 194 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 195 1 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 195 2 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 195 3 shows show VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 195 4 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 195 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 195 6 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 195 7 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 195 8 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 195 9 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 195 10 ef- ef- VBN work_pomvj2ifwrbwjdcmiw5ube5dge 195 11 fectively fectively RB work_pomvj2ifwrbwjdcmiw5ube5dge 195 12 modified modify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 195 13 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 195 14 create create VB work_pomvj2ifwrbwjdcmiw5ube5dge 195 15 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 195 16 cross cross JJ work_pomvj2ifwrbwjdcmiw5ube5dge 195 17 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 195 18 lingual lingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 195 19 reverse reverse NN work_pomvj2ifwrbwjdcmiw5ube5dge 195 20 dictionary dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 195 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 196 1 It -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 196 2 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 196 3 perhaps perhaps RB work_pomvj2ifwrbwjdcmiw5ube5dge 196 4 unsurprising unsurprise VBG work_pomvj2ifwrbwjdcmiw5ube5dge 196 5 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 196 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 196 7 W2V W2V NNP work_pomvj2ifwrbwjdcmiw5ube5dge 196 8 Add Add NNP work_pomvj2ifwrbwjdcmiw5ube5dge 196 9 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 196 10 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 196 11 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 196 12 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 196 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 196 14 lowest low JJS work_pomvj2ifwrbwjdcmiw5ube5dge 196 15 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 196 16 quality quality NN work_pomvj2ifwrbwjdcmiw5ube5dge 196 17 given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 196 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 196 19 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 196 20 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 196 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 196 22 method method NN work_pomvj2ifwrbwjdcmiw5ube5dge 196 23 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 196 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 196 25 monolingual monolingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 196 26 setting setting NN work_pomvj2ifwrbwjdcmiw5ube5dge 196 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 197 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 197 2 comparing compare VBG work_pomvj2ifwrbwjdcmiw5ube5dge 197 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 197 4 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 197 5 RNN- RNN- NNS work_pomvj2ifwrbwjdcmiw5ube5dge 197 6 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 197 7 methods method NNS work_pomvj2ifwrbwjdcmiw5ube5dge 197 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 197 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 197 10 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 197 11 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 197 12 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 197 13 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 197 14 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 197 15 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 197 16 appears appear VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 197 17 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 197 18 have have VB work_pomvj2ifwrbwjdcmiw5ube5dge 197 19 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 197 20 advantages advantage NNS work_pomvj2ifwrbwjdcmiw5ube5dge 197 21 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 197 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 197 23 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 197 24 + + SYM work_pomvj2ifwrbwjdcmiw5ube5dge 197 25 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 197 26 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 197 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 198 1 First first RB work_pomvj2ifwrbwjdcmiw5ube5dge 198 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 198 3 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 198 4 does do VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 198 5 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 198 6 require require VB work_pomvj2ifwrbwjdcmiw5ube5dge 198 7 on- on- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 198 8 line line NN work_pomvj2ifwrbwjdcmiw5ube5dge 198 9 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 198 10 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 198 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 198 12 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 198 13 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 198 14 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 198 15 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 198 16 mapping mapping NN work_pomvj2ifwrbwjdcmiw5ube5dge 198 17 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 198 18 24 24 CD work_pomvj2ifwrbwjdcmiw5ube5dge 198 19 defined define VBD work_pomvj2ifwrbwjdcmiw5ube5dge 198 20 e.g. e.g. RB work_pomvj2ifwrbwjdcmiw5ube5dge 199 1 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 199 2 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 199 3 Translate Translate NNP work_pomvj2ifwrbwjdcmiw5ube5dge 199 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 200 1 Second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 200 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 200 3 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 200 4 less less RBR work_pomvj2ifwrbwjdcmiw5ube5dge 200 5 prone prone JJ work_pomvj2ifwrbwjdcmiw5ube5dge 200 6 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 200 7 errors error NNS work_pomvj2ifwrbwjdcmiw5ube5dge 200 8 caused cause VBN work_pomvj2ifwrbwjdcmiw5ube5dge 200 9 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 200 10 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 200 11 sense sense NN work_pomvj2ifwrbwjdcmiw5ube5dge 200 12 ambiguity ambiguity NNP work_pomvj2ifwrbwjdcmiw5ube5dge 200 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 201 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 201 2 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 201 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 201 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 201 5 response response NN work_pomvj2ifwrbwjdcmiw5ube5dge 201 6 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 201 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 201 8 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 201 9 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 201 10 emotion emotion NN work_pomvj2ifwrbwjdcmiw5ube5dge 201 11 you -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 201 12 feel feel VBP work_pomvj2ifwrbwjdcmiw5ube5dge 201 13 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 201 14 being be VBG work_pomvj2ifwrbwjdcmiw5ube5dge 201 15 rejected reject VBN work_pomvj2ifwrbwjdcmiw5ube5dge 201 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 201 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 201 18 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 201 19 embed- embed- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 201 20 ding ding JJ work_pomvj2ifwrbwjdcmiw5ube5dge 201 21 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 201 22 returns return NNS work_pomvj2ifwrbwjdcmiw5ube5dge 201 23 emotions emotion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 201 24 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 201 25 adjectives adjective NNS work_pomvj2ifwrbwjdcmiw5ube5dge 201 26 describing describe VBG work_pomvj2ifwrbwjdcmiw5ube5dge 201 27 mental mental JJ work_pomvj2ifwrbwjdcmiw5ube5dge 201 28 states state NNS work_pomvj2ifwrbwjdcmiw5ube5dge 201 29 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 202 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 202 2 contrast contrast NN work_pomvj2ifwrbwjdcmiw5ube5dge 202 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 202 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 202 5 monolingual+Google monolingual+Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 202 6 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 202 7 incorrectly incorrectly RB work_pomvj2ifwrbwjdcmiw5ube5dge 202 8 maps map VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 202 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 202 10 plausible plausible JJ work_pomvj2ifwrbwjdcmiw5ube5dge 202 11 English English NNP work_pomvj2ifwrbwjdcmiw5ube5dge 202 12 re- re- NN work_pomvj2ifwrbwjdcmiw5ube5dge 202 13 sponse sponse NN work_pomvj2ifwrbwjdcmiw5ube5dge 202 14 regret regret NN work_pomvj2ifwrbwjdcmiw5ube5dge 202 15 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 202 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 202 17 verbal verbal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 202 18 infinitive infinitive JJ work_pomvj2ifwrbwjdcmiw5ube5dge 202 19 regretter regretter NN work_pomvj2ifwrbwjdcmiw5ube5dge 202 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 203 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 203 2 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 203 3 makes make VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 203 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 203 5 same same JJ work_pomvj2ifwrbwjdcmiw5ube5dge 203 6 error error NN work_pomvj2ifwrbwjdcmiw5ube5dge 203 7 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 203 8 responding respond VBG work_pomvj2ifwrbwjdcmiw5ube5dge 203 9 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 203 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 203 11 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 203 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 203 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 203 14 fly fly NN work_pomvj2ifwrbwjdcmiw5ube5dge 203 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 203 16 returning return VBG work_pomvj2ifwrbwjdcmiw5ube5dge 203 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 203 18 verb verb NNP work_pomvj2ifwrbwjdcmiw5ube5dge 203 19 voler voler NN work_pomvj2ifwrbwjdcmiw5ube5dge 203 20 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 203 21 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 203 22 fly fly VB work_pomvj2ifwrbwjdcmiw5ube5dge 203 23 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 203 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 204 1 3.7 3.7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 204 2 Discussion discussion NN work_pomvj2ifwrbwjdcmiw5ube5dge 204 3 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 204 4 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 204 5 shown show VBN work_pomvj2ifwrbwjdcmiw5ube5dge 204 6 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 204 7 simply simply RB work_pomvj2ifwrbwjdcmiw5ube5dge 204 8 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 204 9 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 204 10 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 204 11 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 204 12 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 204 13 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 204 14 six six CD work_pomvj2ifwrbwjdcmiw5ube5dge 204 15 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 204 16 yields yield VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 204 17 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 204 18 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 204 19 dictionary dictionary NN work_pomvj2ifwrbwjdcmiw5ube5dge 204 20 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 204 21 performs perform VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 204 22 comparably comparably RB work_pomvj2ifwrbwjdcmiw5ube5dge 204 23 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 204 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 204 25 leading lead VBG work_pomvj2ifwrbwjdcmiw5ube5dge 204 26 commer- commer- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 204 27 cial cial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 204 28 system system NN work_pomvj2ifwrbwjdcmiw5ube5dge 204 29 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 204 30 even even RB work_pomvj2ifwrbwjdcmiw5ube5dge 204 31 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 204 32 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 204 33 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 204 34 much much RB work_pomvj2ifwrbwjdcmiw5ube5dge 204 35 less less RBR work_pomvj2ifwrbwjdcmiw5ube5dge 204 36 dictio- dictio- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 204 37 nary nary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 204 38 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 204 39 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 205 1 Indeed indeed RB work_pomvj2ifwrbwjdcmiw5ube5dge 205 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 205 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 205 4 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 205 5 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 205 6 consis- consis- XX work_pomvj2ifwrbwjdcmiw5ube5dge 205 7 tently tently RB work_pomvj2ifwrbwjdcmiw5ube5dge 205 8 return return VB work_pomvj2ifwrbwjdcmiw5ube5dge 205 9 syntactically syntactically RB work_pomvj2ifwrbwjdcmiw5ube5dge 205 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 205 11 semantically semantically RB work_pomvj2ifwrbwjdcmiw5ube5dge 205 12 plausi- plausi- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 205 13 ble ble JJ work_pomvj2ifwrbwjdcmiw5ube5dge 205 14 responses response NNS work_pomvj2ifwrbwjdcmiw5ube5dge 205 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 205 16 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 205 17 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 205 18 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 205 19 part part NN work_pomvj2ifwrbwjdcmiw5ube5dge 205 20 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 205 21 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 205 22 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 205 23 coherent coherent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 205 24 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 205 25 homogeneous homogeneous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 205 26 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 205 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 205 28 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 205 29 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 205 30 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 205 31 produced produce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 205 32 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 205 33 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 205 34 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 205 35 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 205 36 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 206 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 206 2 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 206 3 showed show VBD work_pomvj2ifwrbwjdcmiw5ube5dge 206 4 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 206 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 206 6 architecture architecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 206 7 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 206 8 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 206 9 easily easily RB work_pomvj2ifwrbwjdcmiw5ube5dge 206 10 extended extend VBN work_pomvj2ifwrbwjdcmiw5ube5dge 206 11 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 206 12 produce produce VB work_pomvj2ifwrbwjdcmiw5ube5dge 206 13 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 206 14 versions version NNS work_pomvj2ifwrbwjdcmiw5ube5dge 206 15 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 206 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 206 17 same same JJ work_pomvj2ifwrbwjdcmiw5ube5dge 206 18 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 206 19 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 207 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 207 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 207 3 analyses analysis NNS work_pomvj2ifwrbwjdcmiw5ube5dge 207 4 performed perform VBN work_pomvj2ifwrbwjdcmiw5ube5dge 207 5 thus thus RB work_pomvj2ifwrbwjdcmiw5ube5dge 207 6 far far RB work_pomvj2ifwrbwjdcmiw5ube5dge 207 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 207 8 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 207 9 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 207 10 test test VBP work_pomvj2ifwrbwjdcmiw5ube5dge 207 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 207 12 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 207 13 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 207 14 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 207 15 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 207 16 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 207 17 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 207 18 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 207 19 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 207 20 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 207 21 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 207 22 accomplish accomplish VB work_pomvj2ifwrbwjdcmiw5ube5dge 207 23 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 207 24 mapping map VBG work_pomvj2ifwrbwjdcmiw5ube5dge 207 25 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 207 26 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 207 27 descriptions description NNS work_pomvj2ifwrbwjdcmiw5ube5dge 207 28 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 207 29 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 207 30 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 207 31 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 208 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 208 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 208 3 next next JJ work_pomvj2ifwrbwjdcmiw5ube5dge 208 4 section section NN work_pomvj2ifwrbwjdcmiw5ube5dge 208 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 208 6 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 208 7 ex- ex- RB work_pomvj2ifwrbwjdcmiw5ube5dge 208 8 plore plore VBP work_pomvj2ifwrbwjdcmiw5ube5dge 208 9 whether whether IN work_pomvj2ifwrbwjdcmiw5ube5dge 208 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 208 11 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 208 12 learned learn VBN work_pomvj2ifwrbwjdcmiw5ube5dge 208 13 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 208 14 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 208 15 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 208 16 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 208 17 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 208 18 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 208 19 effectively effectively RB work_pomvj2ifwrbwjdcmiw5ube5dge 208 20 transferred transfer VBN work_pomvj2ifwrbwjdcmiw5ube5dge 208 21 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 208 22 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 208 23 novel novel JJ work_pomvj2ifwrbwjdcmiw5ube5dge 208 24 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 208 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 209 1 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 209 2 General General NNP work_pomvj2ifwrbwjdcmiw5ube5dge 209 3 Knowledge Knowledge NNP work_pomvj2ifwrbwjdcmiw5ube5dge 209 4 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 209 5 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 209 6 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 209 7 Question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 209 8 Answering answer VBG work_pomvj2ifwrbwjdcmiw5ube5dge 209 9 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 209 10 automatic automatic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 209 11 answering answering NN work_pomvj2ifwrbwjdcmiw5ube5dge 209 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 209 13 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 209 14 posed pose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 209 15 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 209 16 nat- nat- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 209 17 ural ural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 209 18 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 209 19 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 209 20 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 209 21 central central JJ work_pomvj2ifwrbwjdcmiw5ube5dge 209 22 problem problem NN work_pomvj2ifwrbwjdcmiw5ube5dge 209 23 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 209 24 Artificial Artificial NNP work_pomvj2ifwrbwjdcmiw5ube5dge 209 25 In- In- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 209 26 telligence telligence NN work_pomvj2ifwrbwjdcmiw5ube5dge 209 27 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 210 1 Although although IN work_pomvj2ifwrbwjdcmiw5ube5dge 210 2 web web NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 3 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 4 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 210 5 IR IR NNP work_pomvj2ifwrbwjdcmiw5ube5dge 210 6 techniques technique NNS work_pomvj2ifwrbwjdcmiw5ube5dge 210 7 provide provide VBP work_pomvj2ifwrbwjdcmiw5ube5dge 210 8 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 210 9 means means NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 10 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 210 11 find find VB work_pomvj2ifwrbwjdcmiw5ube5dge 210 12 sites site NNS work_pomvj2ifwrbwjdcmiw5ube5dge 210 13 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 210 14 documents document NNS work_pomvj2ifwrbwjdcmiw5ube5dge 210 15 related relate VBN work_pomvj2ifwrbwjdcmiw5ube5dge 210 16 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 210 17 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 18 queries query NNS work_pomvj2ifwrbwjdcmiw5ube5dge 210 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 210 20 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 210 21 present present JJ work_pomvj2ifwrbwjdcmiw5ube5dge 210 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 210 23 internet internet NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 24 users user NNS work_pomvj2ifwrbwjdcmiw5ube5dge 210 25 requiring require VBG work_pomvj2ifwrbwjdcmiw5ube5dge 210 26 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 210 27 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 210 28 fact fact NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 29 must must MD work_pomvj2ifwrbwjdcmiw5ube5dge 210 30 still still RB work_pomvj2ifwrbwjdcmiw5ube5dge 210 31 sift sift VB work_pomvj2ifwrbwjdcmiw5ube5dge 210 32 through through IN work_pomvj2ifwrbwjdcmiw5ube5dge 210 33 pages page NNS work_pomvj2ifwrbwjdcmiw5ube5dge 210 34 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 210 35 locate locate VB work_pomvj2ifwrbwjdcmiw5ube5dge 210 36 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 210 37 desired desire VBN work_pomvj2ifwrbwjdcmiw5ube5dge 210 38 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 210 39 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 211 1 Systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 211 2 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 211 3 attempt attempt VBP work_pomvj2ifwrbwjdcmiw5ube5dge 211 4 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 211 5 overcome overcome VB work_pomvj2ifwrbwjdcmiw5ube5dge 211 6 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 211 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 211 8 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 211 9 fully fully RB work_pomvj2ifwrbwjdcmiw5ube5dge 211 10 open open JJ work_pomvj2ifwrbwjdcmiw5ube5dge 211 11 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 211 12 domain domain NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 13 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 211 14 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 211 15 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 16 question- question- NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 17 answering answering NNP work_pomvj2ifwrbwjdcmiw5ube5dge 211 18 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 211 19 open open JJ work_pomvj2ifwrbwjdcmiw5ube5dge 211 20 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 21 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 211 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 211 23 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 211 24 require require VBP work_pomvj2ifwrbwjdcmiw5ube5dge 211 25 large large JJ work_pomvj2ifwrbwjdcmiw5ube5dge 211 26 teams team NNS work_pomvj2ifwrbwjdcmiw5ube5dge 211 27 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 211 28 researchers researcher NNS work_pomvj2ifwrbwjdcmiw5ube5dge 211 29 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 211 30 modular modular JJ work_pomvj2ifwrbwjdcmiw5ube5dge 211 31 design design NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 32 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 211 33 powerful powerful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 211 34 infras- infras- NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 35 tructure tructure NN work_pomvj2ifwrbwjdcmiw5ube5dge 211 36 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 211 37 exemplified exemplify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 211 38 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 211 39 IBM IBM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 211 40 ’s ’s , work_pomvj2ifwrbwjdcmiw5ube5dge 211 41 Watson Watson NNP work_pomvj2ifwrbwjdcmiw5ube5dge 211 42 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 211 43 Ferrucci Ferrucci NNP work_pomvj2ifwrbwjdcmiw5ube5dge 211 44 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 211 45 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 211 46 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 211 47 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 211 48 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 211 49 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 211 50 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 212 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 212 2 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 212 3 reason reason NN work_pomvj2ifwrbwjdcmiw5ube5dge 212 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 212 5 much much JJ work_pomvj2ifwrbwjdcmiw5ube5dge 212 6 academic academic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 212 7 re- re- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 212 8 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 212 9 focuses focus VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 212 10 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 212 11 settings setting NNS work_pomvj2ifwrbwjdcmiw5ube5dge 212 12 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 212 13 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 212 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 212 15 scope scope NN work_pomvj2ifwrbwjdcmiw5ube5dge 212 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 212 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 212 18 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 212 19 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 212 20 reduced reduce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 212 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 213 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 213 2 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 213 3 been be VBN work_pomvj2ifwrbwjdcmiw5ube5dge 213 4 achieved achieve VBN work_pomvj2ifwrbwjdcmiw5ube5dge 213 5 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 213 6 restrict- restrict- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 213 7 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 8 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 213 9 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 213 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 213 11 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 213 12 topic topic NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 13 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 213 14 domain domain NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 15 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 213 16 Mollá Mollá NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 17 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 213 18 Vicedo Vicedo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 20 2007 2007 CD work_pomvj2ifwrbwjdcmiw5ube5dge 213 21 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 213 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 23 allowing allow VBG work_pomvj2ifwrbwjdcmiw5ube5dge 213 24 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 213 25 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 26 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 213 27 pre- pre- RB work_pomvj2ifwrbwjdcmiw5ube5dge 213 28 specified specify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 213 29 passages passage NNS work_pomvj2ifwrbwjdcmiw5ube5dge 213 30 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 213 31 text text NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 32 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 213 33 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 213 34 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 213 35 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 36 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 213 37 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 213 38 inferred infer VBN work_pomvj2ifwrbwjdcmiw5ube5dge 213 39 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 213 40 Iyyer Iyyer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 41 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 213 42 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 43 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 44 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 45 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 213 46 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 213 47 Weston Weston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 48 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 49 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 50 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 51 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 52 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 213 53 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 213 54 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 55 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 213 56 centering center VBG work_pomvj2ifwrbwjdcmiw5ube5dge 213 57 both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 213 58 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 213 59 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 213 60 answers answer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 213 61 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 213 62 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 213 63 partic- partic- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 213 64 ular ular JJ work_pomvj2ifwrbwjdcmiw5ube5dge 213 65 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 66 base base NN work_pomvj2ifwrbwjdcmiw5ube5dge 213 67 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 213 68 Berant Berant NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 69 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 213 70 Liang Liang NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 71 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 72 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 213 73 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 213 74 Bor- Bor- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 75 des des NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 76 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 213 77 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 78 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 213 79 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 213 80 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 213 81 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 213 82 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 214 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 214 2 what what WP work_pomvj2ifwrbwjdcmiw5ube5dge 214 3 follows follow VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 214 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 214 5 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 214 6 show show VBP work_pomvj2ifwrbwjdcmiw5ube5dge 214 7 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 214 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 214 9 dictionary dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 214 10 em- em- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 214 11 bedding bed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 214 12 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 214 13 introduced introduce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 214 14 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 214 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 214 16 previous previous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 214 17 sections section NNS work_pomvj2ifwrbwjdcmiw5ube5dge 214 18 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 214 19 form form VB work_pomvj2ifwrbwjdcmiw5ube5dge 214 20 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 214 21 useful useful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 214 22 component component NN work_pomvj2ifwrbwjdcmiw5ube5dge 214 23 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 214 24 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 214 25 open open JJ work_pomvj2ifwrbwjdcmiw5ube5dge 214 26 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 214 27 sys- sys- NN work_pomvj2ifwrbwjdcmiw5ube5dge 214 28 tem tem NN work_pomvj2ifwrbwjdcmiw5ube5dge 214 29 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 215 1 Given give VBN work_pomvj2ifwrbwjdcmiw5ube5dge 215 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 215 3 absence absence NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 215 5 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 215 6 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 7 base base NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 8 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 215 9 web web NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 10 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 215 11 scale scale NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 12 information information NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 13 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 215 14 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 215 15 architecture architecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 215 17 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 215 18 nar- nar- RB work_pomvj2ifwrbwjdcmiw5ube5dge 215 19 row row VBP work_pomvj2ifwrbwjdcmiw5ube5dge 215 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 215 21 scope scope NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 22 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 215 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 215 24 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 25 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 215 26 focusing focus VBG work_pomvj2ifwrbwjdcmiw5ube5dge 215 27 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 215 28 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 215 29 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 30 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 215 31 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 215 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 216 1 General general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 2 knowl- knowl- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 216 3 edge edge NN work_pomvj2ifwrbwjdcmiw5ube5dge 216 4 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 216 5 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 6 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 7 cryptic cryptic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 216 9 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 216 10 quick quick JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 11 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 216 12 crosswords crossword NNS work_pomvj2ifwrbwjdcmiw5ube5dge 216 13 appear appear VBP work_pomvj2ifwrbwjdcmiw5ube5dge 216 14 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 216 15 national national JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 16 newspapers newspaper NNS work_pomvj2ifwrbwjdcmiw5ube5dge 216 17 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 216 18 many many JJ work_pomvj2ifwrbwjdcmiw5ube5dge 216 19 countries country NNS work_pomvj2ifwrbwjdcmiw5ube5dge 216 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 217 1 Crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 217 2 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 217 3 answering answering NN work_pomvj2ifwrbwjdcmiw5ube5dge 217 4 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 217 5 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 217 6 tractable tractable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 217 7 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 217 8 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 217 9 open open JJ work_pomvj2ifwrbwjdcmiw5ube5dge 217 10 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 217 11 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 217 12 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 217 13 reasons reason NNS work_pomvj2ifwrbwjdcmiw5ube5dge 217 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 218 1 First first RB work_pomvj2ifwrbwjdcmiw5ube5dge 218 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 218 3 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 218 4 know know VBP work_pomvj2ifwrbwjdcmiw5ube5dge 218 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 218 6 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 218 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 218 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 218 9 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 218 10 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 218 11 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 218 12 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 218 13 letters letter NNS work_pomvj2ifwrbwjdcmiw5ube5dge 218 14 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 218 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 218 16 reducing reduce VBG work_pomvj2ifwrbwjdcmiw5ube5dge 218 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 218 18 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 218 19 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 218 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 219 1 Second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 219 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 219 3 some some DT work_pomvj2ifwrbwjdcmiw5ube5dge 219 4 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 219 5 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 6 mirror mirror VBP work_pomvj2ifwrbwjdcmiw5ube5dge 219 7 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 219 9 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 219 10 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 219 11 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 219 12 refer refer VBP work_pomvj2ifwrbwjdcmiw5ube5dge 219 13 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 219 14 fundamental fundamental JJ work_pomvj2ifwrbwjdcmiw5ube5dge 219 15 properties property NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 219 17 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 18 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 219 19 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 219 20 twelve twelve CD work_pomvj2ifwrbwjdcmiw5ube5dge 219 21 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 219 22 sided sided JJ work_pomvj2ifwrbwjdcmiw5ube5dge 219 23 shape shape NN work_pomvj2ifwrbwjdcmiw5ube5dge 219 24 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 219 25 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 219 26 re- re- RB work_pomvj2ifwrbwjdcmiw5ube5dge 219 27 quest quest VB work_pomvj2ifwrbwjdcmiw5ube5dge 219 28 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 219 29 category category NN work_pomvj2ifwrbwjdcmiw5ube5dge 219 30 member member NN work_pomvj2ifwrbwjdcmiw5ube5dge 219 31 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 219 32 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 219 33 city city NN work_pomvj2ifwrbwjdcmiw5ube5dge 219 34 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 219 35 Egypt).13 Egypt).13 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 219 36 4.1 4.1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 219 37 Evaluation Evaluation NNP work_pomvj2ifwrbwjdcmiw5ube5dge 219 38 General General NNP work_pomvj2ifwrbwjdcmiw5ube5dge 219 39 Knowledge Knowledge NNP work_pomvj2ifwrbwjdcmiw5ube5dge 219 40 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 219 41 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 42 come come VBP work_pomvj2ifwrbwjdcmiw5ube5dge 219 43 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 219 44 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 219 45 styles style NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 46 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 219 47 forms form NNS work_pomvj2ifwrbwjdcmiw5ube5dge 219 48 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 220 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 220 2 used use VBD work_pomvj2ifwrbwjdcmiw5ube5dge 220 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 220 4 Eddie Eddie NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 5 James James NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 6 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 220 7 website website NN work_pomvj2ifwrbwjdcmiw5ube5dge 220 8 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 220 9 compile compile VB work_pomvj2ifwrbwjdcmiw5ube5dge 220 10 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 220 11 bank bank NN work_pomvj2ifwrbwjdcmiw5ube5dge 220 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 220 13 sentence- sentence- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 14 like like IN work_pomvj2ifwrbwjdcmiw5ube5dge 220 15 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 220 16 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 220 17 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 220 18 questions.14 questions.14 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 19 Eddie Eddie NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 20 James James NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 21 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 220 22 one one CD work_pomvj2ifwrbwjdcmiw5ube5dge 220 23 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 220 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 220 25 UK UK NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 26 ’s ’s POS work_pomvj2ifwrbwjdcmiw5ube5dge 220 27 leading lead VBG work_pomvj2ifwrbwjdcmiw5ube5dge 220 28 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 220 29 compilers compiler NNS work_pomvj2ifwrbwjdcmiw5ube5dge 220 30 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 220 31 work- work- VBD work_pomvj2ifwrbwjdcmiw5ube5dge 220 32 ing ing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 220 33 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 220 34 several several JJ work_pomvj2ifwrbwjdcmiw5ube5dge 220 35 national national JJ work_pomvj2ifwrbwjdcmiw5ube5dge 220 36 newspapers newspaper NNS work_pomvj2ifwrbwjdcmiw5ube5dge 220 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 221 1 Our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 221 2 long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 221 3 ques- ques- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 221 4 tion tion NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 5 set set VBD work_pomvj2ifwrbwjdcmiw5ube5dge 221 6 consists consist VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 221 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 221 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 221 9 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 221 10 150 150 CD work_pomvj2ifwrbwjdcmiw5ube5dge 221 11 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 221 12 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 221 13 starting start VBG work_pomvj2ifwrbwjdcmiw5ube5dge 221 14 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 221 15 puzzle puzzle NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 16 # # NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 17 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 221 18 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 221 19 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 221 20 his -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 221 21 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 221 22 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 221 23 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 24 cross- cross- NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 25 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 221 26 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 221 27 excluding exclude VBG work_pomvj2ifwrbwjdcmiw5ube5dge 221 28 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 221 29 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 221 30 fewer few JJR work_pomvj2ifwrbwjdcmiw5ube5dge 221 31 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 221 32 four four CD work_pomvj2ifwrbwjdcmiw5ube5dge 221 33 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 221 34 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 221 35 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 221 36 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 221 37 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 38 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 221 39 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 221 40 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 221 41 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 221 42 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 221 43 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 221 44 e.g. e.g. RB work_pomvj2ifwrbwjdcmiw5ube5dge 222 1 kingjames kingjames NNP work_pomvj2ifwrbwjdcmiw5ube5dge 222 2 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 222 3 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 223 1 To to TO work_pomvj2ifwrbwjdcmiw5ube5dge 223 2 evaluate evaluate VB work_pomvj2ifwrbwjdcmiw5ube5dge 223 3 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 223 4 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 223 5 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 223 6 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 223 7 type type NN work_pomvj2ifwrbwjdcmiw5ube5dge 223 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 223 9 clue clue NN work_pomvj2ifwrbwjdcmiw5ube5dge 223 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 223 11 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 223 12 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 223 13 compiled compile VBD work_pomvj2ifwrbwjdcmiw5ube5dge 223 14 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 223 15 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 223 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 223 17 shorter short JJR work_pomvj2ifwrbwjdcmiw5ube5dge 223 18 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 223 19 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 223 20 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 223 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 223 22 Guardian Guardian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 223 23 Quick Quick NNP work_pomvj2ifwrbwjdcmiw5ube5dge 223 24 Crossword Crossword NNP work_pomvj2ifwrbwjdcmiw5ube5dge 223 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 224 1 Guardian guardian JJ work_pomvj2ifwrbwjdcmiw5ube5dge 224 2 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 224 3 still still RB work_pomvj2ifwrbwjdcmiw5ube5dge 224 4 require require VBP work_pomvj2ifwrbwjdcmiw5ube5dge 224 5 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 224 6 factual factual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 224 7 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 224 8 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 224 9 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 224 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 224 11 but but CC work_pomvj2ifwrbwjdcmiw5ube5dge 224 12 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 224 13 generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 224 14 shorter short JJR work_pomvj2ifwrbwjdcmiw5ube5dge 224 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 224 16 somewhat somewhat RB work_pomvj2ifwrbwjdcmiw5ube5dge 224 17 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 224 18 cryptic cryptic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 224 19 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 224 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 224 21 longer long JJR work_pomvj2ifwrbwjdcmiw5ube5dge 224 22 Eddie Eddie NNP work_pomvj2ifwrbwjdcmiw5ube5dge 224 23 James James NNP work_pomvj2ifwrbwjdcmiw5ube5dge 224 24 clues clue VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 224 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 225 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 225 2 again again RB work_pomvj2ifwrbwjdcmiw5ube5dge 225 3 formed form VBD work_pomvj2ifwrbwjdcmiw5ube5dge 225 4 13As 13as CD work_pomvj2ifwrbwjdcmiw5ube5dge 225 5 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 225 6 interest interest NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 7 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 225 8 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 225 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 225 10 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 11 understanding understanding NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 225 13 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 225 14 do do VBP work_pomvj2ifwrbwjdcmiw5ube5dge 225 15 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 225 16 address address VB work_pomvj2ifwrbwjdcmiw5ube5dge 225 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 225 18 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 225 20 fitting fitting JJ work_pomvj2ifwrbwjdcmiw5ube5dge 225 21 answers answer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 225 22 into into IN work_pomvj2ifwrbwjdcmiw5ube5dge 225 23 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 225 24 grid grid NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 225 26 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 225 27 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 225 28 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 225 29 main main JJ work_pomvj2ifwrbwjdcmiw5ube5dge 225 30 concern concern NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 31 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 225 32 end end NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 33 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 225 34 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 225 35 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 225 36 end end NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 37 automated automate VBN work_pomvj2ifwrbwjdcmiw5ube5dge 225 38 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 225 39 solvers solver NNS work_pomvj2ifwrbwjdcmiw5ube5dge 225 40 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 225 41 Littman Littman NNP work_pomvj2ifwrbwjdcmiw5ube5dge 225 42 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 225 43 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 225 44 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 225 45 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 225 46 2002 2002 CD work_pomvj2ifwrbwjdcmiw5ube5dge 225 47 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 225 48 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 226 1 14http://www.eddiejames.co.uk/ 14http://www.eddiejames.co.uk/ CD work_pomvj2ifwrbwjdcmiw5ube5dge 226 2 25 25 CD work_pomvj2ifwrbwjdcmiw5ube5dge 226 3 http://www.eddiejames.co.uk/ http://www.eddiejames.co.uk/ JJ work_pomvj2ifwrbwjdcmiw5ube5dge 226 4 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 226 5 list list NN work_pomvj2ifwrbwjdcmiw5ube5dge 226 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 226 7 150 150 CD work_pomvj2ifwrbwjdcmiw5ube5dge 226 8 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 226 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 226 10 beginning begin VBG work_pomvj2ifwrbwjdcmiw5ube5dge 226 11 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 226 12 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 226 13 January January NNP work_pomvj2ifwrbwjdcmiw5ube5dge 226 14 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 226 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 226 16 excluding exclude VBG work_pomvj2ifwrbwjdcmiw5ube5dge 226 17 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 226 18 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 226 19 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 226 20 multiple multiple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 226 21 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 226 22 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 226 23 an- an- NN work_pomvj2ifwrbwjdcmiw5ube5dge 226 24 swers swer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 226 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 227 1 For for IN work_pomvj2ifwrbwjdcmiw5ube5dge 227 2 clear clear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 227 3 contrast contrast NN work_pomvj2ifwrbwjdcmiw5ube5dge 227 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 227 5 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 227 6 excluded exclude VBD work_pomvj2ifwrbwjdcmiw5ube5dge 227 7 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 227 8 few few JJ work_pomvj2ifwrbwjdcmiw5ube5dge 227 9 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 227 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 227 11 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 227 12 greater great JJR work_pomvj2ifwrbwjdcmiw5ube5dge 227 13 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 227 14 four four CD work_pomvj2ifwrbwjdcmiw5ube5dge 227 15 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 227 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 228 1 Of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 228 2 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 228 3 150 150 CD work_pomvj2ifwrbwjdcmiw5ube5dge 228 4 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 228 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 228 6 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 228 7 subset subset NN work_pomvj2ifwrbwjdcmiw5ube5dge 228 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 228 9 30 30 CD work_pomvj2ifwrbwjdcmiw5ube5dge 228 10 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 228 11 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 228 12 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 228 13 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 228 14 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 228 15 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 229 1 All all DT work_pomvj2ifwrbwjdcmiw5ube5dge 229 2 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 229 3 datasets dataset NNS work_pomvj2ifwrbwjdcmiw5ube5dge 229 4 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 229 5 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 229 6 online online RB work_pomvj2ifwrbwjdcmiw5ube5dge 229 7 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 229 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 229 9 paper paper NN work_pomvj2ifwrbwjdcmiw5ube5dge 229 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 230 1 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 230 2 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 230 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 230 4 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 230 5 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 230 6 experiments experiment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 230 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 230 8 can- can- NN work_pomvj2ifwrbwjdcmiw5ube5dge 230 9 didates didate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 230 10 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 230 11 extracted extract VBN work_pomvj2ifwrbwjdcmiw5ube5dge 230 12 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 230 13 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 230 14 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 230 15 inputting inputte VBG work_pomvj2ifwrbwjdcmiw5ube5dge 230 16 def- def- NN work_pomvj2ifwrbwjdcmiw5ube5dge 230 17 initions inition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 230 18 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 230 19 returning return VBG work_pomvj2ifwrbwjdcmiw5ube5dge 230 20 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 230 21 corresponding correspond VBG work_pomvj2ifwrbwjdcmiw5ube5dge 230 22 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 230 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 230 24 closest close JJS work_pomvj2ifwrbwjdcmiw5ube5dge 230 25 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 230 26 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 230 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 230 28 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 230 29 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 230 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 231 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 231 2 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 231 3 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 231 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 231 5 however however RB work_pomvj2ifwrbwjdcmiw5ube5dge 231 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 231 7 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 231 8 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 231 9 consider consider VBP work_pomvj2ifwrbwjdcmiw5ube5dge 231 10 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 231 11 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 231 12 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 231 13 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 231 14 matches match NNS work_pomvj2ifwrbwjdcmiw5ube5dge 231 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 231 16 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 231 17 specified specify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 231 18 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 231 19 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 231 20 clue clue NN work_pomvj2ifwrbwjdcmiw5ube5dge 231 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 232 1 Test Test NNP work_pomvj2ifwrbwjdcmiw5ube5dge 232 2 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 3 Word Word NNP work_pomvj2ifwrbwjdcmiw5ube5dge 232 4 Description Description NNP work_pomvj2ifwrbwjdcmiw5ube5dge 232 5 Long Long NNP work_pomvj2ifwrbwjdcmiw5ube5dge 232 6 Baudelaire baudelaire NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 7 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 232 8 French french JJ work_pomvj2ifwrbwjdcmiw5ube5dge 232 9 poet poet NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 10 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 232 11 150 150 CD work_pomvj2ifwrbwjdcmiw5ube5dge 232 12 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 232 13 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 232 14 key key JJ work_pomvj2ifwrbwjdcmiw5ube5dge 232 15 figure figure NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 232 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 232 18 development development NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 232 20 Symbolism Symbolism NNP work_pomvj2ifwrbwjdcmiw5ube5dge 232 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 232 22 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 232 23 Short Short NNP work_pomvj2ifwrbwjdcmiw5ube5dge 232 24 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 232 25 120 120 CD work_pomvj2ifwrbwjdcmiw5ube5dge 232 26 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 232 27 satanist satanist NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 28 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 232 29 devil devil NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 30 devotee devotee NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 31 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 232 32 Single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 232 33 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 232 34 Word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 35 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 232 36 30 30 CD work_pomvj2ifwrbwjdcmiw5ube5dge 232 37 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 232 38 guilt guilt NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 39 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 232 40 culpability culpability NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 41 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 232 42 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 43 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 232 44 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 232 45 Examples example NNS work_pomvj2ifwrbwjdcmiw5ube5dge 232 46 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 232 47 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 232 48 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 232 49 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 50 types type NNS work_pomvj2ifwrbwjdcmiw5ube5dge 232 51 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 232 52 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 232 53 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 54 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 55 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 56 dataset dataset NN work_pomvj2ifwrbwjdcmiw5ube5dge 232 57 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 233 1 4.2 4.2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 233 2 Benchmarks Benchmarks NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 233 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 233 4 Comparisons Comparisons NNP work_pomvj2ifwrbwjdcmiw5ube5dge 233 5 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 6 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 233 8 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 9 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 10 experiments experiment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 233 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 233 12 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 233 13 com- com- VBP work_pomvj2ifwrbwjdcmiw5ube5dge 233 14 pare pare VBP work_pomvj2ifwrbwjdcmiw5ube5dge 233 15 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 233 16 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 233 17 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 233 18 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 233 19 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 20 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 233 21 simple simple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 22 unsuper- unsuper- NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 23 vised vise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 233 24 baseline baseline NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 25 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 26 elementwise elementwise JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 27 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 28 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 29 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 233 30 vectors vector NNS work_pomvj2ifwrbwjdcmiw5ube5dge 233 31 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 32 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 233 33 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 34 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 35 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 233 36 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 233 37 discard discard VBP work_pomvj2ifwrbwjdcmiw5ube5dge 233 38 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 233 39 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 40 effective effective JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 41 W2V w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 233 42 mult mult NNP work_pomvj2ifwrbwjdcmiw5ube5dge 233 43 baseline baseline NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 44 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 233 45 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 233 46 again again RB work_pomvj2ifwrbwjdcmiw5ube5dge 233 47 restricting restrict VBG work_pomvj2ifwrbwjdcmiw5ube5dge 233 48 can- can- NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 49 didates didate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 233 50 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 51 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 233 52 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 233 53 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 233 54 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 55 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 56 specified specified JJ work_pomvj2ifwrbwjdcmiw5ube5dge 233 57 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 233 58 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 234 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 234 2 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 234 3 compare compare VBP work_pomvj2ifwrbwjdcmiw5ube5dge 234 4 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 234 5 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 234 6 bespoke bespoke NN work_pomvj2ifwrbwjdcmiw5ube5dge 234 7 online online RB work_pomvj2ifwrbwjdcmiw5ube5dge 234 8 crossword- crossword- NN work_pomvj2ifwrbwjdcmiw5ube5dge 234 9 solving solve VBG work_pomvj2ifwrbwjdcmiw5ube5dge 234 10 engines engine NNS work_pomvj2ifwrbwjdcmiw5ube5dge 234 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 235 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 235 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 235 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 235 4 One one CD work_pomvj2ifwrbwjdcmiw5ube5dge 235 5 Across across IN work_pomvj2ifwrbwjdcmiw5ube5dge 235 6 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 235 7 http http NNS work_pomvj2ifwrbwjdcmiw5ube5dge 235 8 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 235 9 //www.oneacross.com/ //www.oneacross.com/ . work_pomvj2ifwrbwjdcmiw5ube5dge 235 10 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 235 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 235 12 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 235 13 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 14 gen- gen- NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 15 eration eration NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 16 module module NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 17 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 235 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 235 19 award award NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 20 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 235 21 winning win VBG work_pomvj2ifwrbwjdcmiw5ube5dge 235 22 Proverb proverb JJ work_pomvj2ifwrbwjdcmiw5ube5dge 235 23 cross- cross- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 235 24 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 25 system system NN work_pomvj2ifwrbwjdcmiw5ube5dge 235 26 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 235 27 Littman Littman NNP work_pomvj2ifwrbwjdcmiw5ube5dge 235 28 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 235 29 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 235 30 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 235 31 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 235 32 2002 2002 CD work_pomvj2ifwrbwjdcmiw5ube5dge 235 33 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 235 34 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 236 1 Proverb Proverb NNP work_pomvj2ifwrbwjdcmiw5ube5dge 236 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 236 3 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 236 4 was be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 236 5 produced produce VBN work_pomvj2ifwrbwjdcmiw5ube5dge 236 6 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 236 7 academic academic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 236 8 researchers researcher NNS work_pomvj2ifwrbwjdcmiw5ube5dge 236 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 236 10 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 236 11 featured feature VBN work_pomvj2ifwrbwjdcmiw5ube5dge 236 12 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 236 13 national national JJ work_pomvj2ifwrbwjdcmiw5ube5dge 236 14 media medium NNS work_pomvj2ifwrbwjdcmiw5ube5dge 236 15 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 236 16 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 236 17 New New NNP work_pomvj2ifwrbwjdcmiw5ube5dge 236 18 Scientist Scientist NNP work_pomvj2ifwrbwjdcmiw5ube5dge 236 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 236 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 236 21 beaten beat VBD work_pomvj2ifwrbwjdcmiw5ube5dge 236 22 expert expert NN work_pomvj2ifwrbwjdcmiw5ube5dge 236 23 humans human NNS work_pomvj2ifwrbwjdcmiw5ube5dge 236 24 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 236 25 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 236 26 solving solve VBG work_pomvj2ifwrbwjdcmiw5ube5dge 236 27 tournaments tournament NNS work_pomvj2ifwrbwjdcmiw5ube5dge 236 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 237 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 237 2 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 3 comparison comparison NN work_pomvj2ifwrbwjdcmiw5ube5dge 237 4 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 237 5 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 237 6 Crossword Crossword NNP work_pomvj2ifwrbwjdcmiw5ube5dge 237 7 Maestro Maestro NNP work_pomvj2ifwrbwjdcmiw5ube5dge 237 8 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 237 9 http://www.crosswordmaestro.com/ http://www.crosswordmaestro.com/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 237 10 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 237 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 237 12 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 237 13 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 14 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 237 15 solving solve VBG work_pomvj2ifwrbwjdcmiw5ube5dge 237 16 system system NN work_pomvj2ifwrbwjdcmiw5ube5dge 237 17 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 237 18 handles handle VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 237 19 both both CC work_pomvj2ifwrbwjdcmiw5ube5dge 237 20 cryptic cryptic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 237 22 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 23 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 24 cryptic cryptic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 25 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 237 26 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 237 27 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 237 28 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 237 29 focus focus VBP work_pomvj2ifwrbwjdcmiw5ube5dge 237 30 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 237 31 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 237 32 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 237 33 non non JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 34 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 35 cryptic cryptic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 36 setting setting NN work_pomvj2ifwrbwjdcmiw5ube5dge 237 37 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 237 38 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 237 39 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 237 40 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 237 41 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 237 42 been be VBN work_pomvj2ifwrbwjdcmiw5ube5dge 237 43 featured feature VBN work_pomvj2ifwrbwjdcmiw5ube5dge 237 44 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 237 45 national national JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 46 media.15 media.15 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 237 47 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 237 48 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 237 49 unable unable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 237 50 15 15 CD work_pomvj2ifwrbwjdcmiw5ube5dge 237 51 See see VB work_pomvj2ifwrbwjdcmiw5ube5dge 237 52 e.g. e.g. RB work_pomvj2ifwrbwjdcmiw5ube5dge 238 1 http://www.theguardian.com/ http://www.theguardian.com/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 2 crosswords crossword NNS work_pomvj2ifwrbwjdcmiw5ube5dge 238 3 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 238 4 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 5 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 238 6 blog/2012 blog/2012 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 7 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 238 8 mar/08/ mar/08/ NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 9 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 238 10 compare compare VB work_pomvj2ifwrbwjdcmiw5ube5dge 238 11 against against IN work_pomvj2ifwrbwjdcmiw5ube5dge 238 12 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 238 13 third third JJ work_pomvj2ifwrbwjdcmiw5ube5dge 238 14 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 238 15 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 238 16 known know VBN work_pomvj2ifwrbwjdcmiw5ube5dge 238 17 automatic automatic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 238 18 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 19 solver solver NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 238 21 Dr Dr NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 22 Fill Fill NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 23 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 238 24 Ginsberg Ginsberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 25 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 238 26 2011 2011 CD work_pomvj2ifwrbwjdcmiw5ube5dge 238 27 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 238 28 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 238 29 because because IN work_pomvj2ifwrbwjdcmiw5ube5dge 238 30 code code NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 31 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 238 32 Dr Dr NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 33 Fill Fill NNP work_pomvj2ifwrbwjdcmiw5ube5dge 238 34 ’s ’s POS work_pomvj2ifwrbwjdcmiw5ube5dge 238 35 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 36 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 238 37 generation generation NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 38 module module NN work_pomvj2ifwrbwjdcmiw5ube5dge 238 39 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 238 40 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 238 41 readily readily RB work_pomvj2ifwrbwjdcmiw5ube5dge 238 42 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 238 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 239 1 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 239 2 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 239 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 239 4 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 239 5 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 239 6 base- base- NN work_pomvj2ifwrbwjdcmiw5ube5dge 239 7 line line NN work_pomvj2ifwrbwjdcmiw5ube5dge 239 8 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 239 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 239 10 when when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 239 11 evaluating evaluate VBG work_pomvj2ifwrbwjdcmiw5ube5dge 239 12 existing exist VBG work_pomvj2ifwrbwjdcmiw5ube5dge 239 13 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 239 14 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 239 15 discard discard VBP work_pomvj2ifwrbwjdcmiw5ube5dge 239 16 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 239 17 whose whose WP$ work_pomvj2ifwrbwjdcmiw5ube5dge 239 18 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 239 19 does do VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 239 20 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 239 21 match match VB work_pomvj2ifwrbwjdcmiw5ube5dge 239 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 239 23 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 239 24 specified specify VBN work_pomvj2ifwrbwjdcmiw5ube5dge 239 25 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 239 26 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 239 27 clue clue NN work_pomvj2ifwrbwjdcmiw5ube5dge 239 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 240 1 Certain certain JJ work_pomvj2ifwrbwjdcmiw5ube5dge 240 2 principles principle NNS work_pomvj2ifwrbwjdcmiw5ube5dge 240 3 connect connect VBP work_pomvj2ifwrbwjdcmiw5ube5dge 240 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 240 5 design design NN work_pomvj2ifwrbwjdcmiw5ube5dge 240 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 240 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 240 8 ex- ex- XX work_pomvj2ifwrbwjdcmiw5ube5dge 240 9 isting iste VBG work_pomvj2ifwrbwjdcmiw5ube5dge 240 10 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 240 11 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 240 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 240 13 differentiate differentiate VB work_pomvj2ifwrbwjdcmiw5ube5dge 240 14 them -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 240 15 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 240 16 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 240 17 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 240 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 241 1 Unlike unlike IN work_pomvj2ifwrbwjdcmiw5ube5dge 241 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 241 3 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 241 5 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 241 6 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 241 7 re- re- RB work_pomvj2ifwrbwjdcmiw5ube5dge 241 8 quire quire VBP work_pomvj2ifwrbwjdcmiw5ube5dge 241 9 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 10 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 241 11 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 12 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 13 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 241 14 large large JJ work_pomvj2ifwrbwjdcmiw5ube5dge 241 15 databases database NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 16 contain- contain- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 241 17 ing e VBG work_pomvj2ifwrbwjdcmiw5ube5dge 241 18 common common JJ work_pomvj2ifwrbwjdcmiw5ube5dge 241 19 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 20 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 241 22 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 241 23 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 241 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 241 26 frequency frequency NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 27 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 241 28 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 241 29 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 30 typically typically RB work_pomvj2ifwrbwjdcmiw5ube5dge 241 31 appear appear VBP work_pomvj2ifwrbwjdcmiw5ube5dge 241 32 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 241 33 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 34 solutions solution NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 35 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 241 36 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 241 37 hand hand NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 38 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 241 39 engineered engineer VBN work_pomvj2ifwrbwjdcmiw5ube5dge 241 40 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 241 41 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 241 42 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 241 43 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 241 44 components component NNS work_pomvj2ifwrbwjdcmiw5ube5dge 241 45 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 241 46 Littman Littman NNP work_pomvj2ifwrbwjdcmiw5ube5dge 241 47 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 241 48 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 241 49 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 241 50 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 241 51 2002 2002 CD work_pomvj2ifwrbwjdcmiw5ube5dge 241 52 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 241 53 Ginsberg Ginsberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 241 54 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 241 55 2011 2011 CD work_pomvj2ifwrbwjdcmiw5ube5dge 241 56 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 241 57 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 242 1 4.3 4.3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 242 2 Results result NNS work_pomvj2ifwrbwjdcmiw5ube5dge 242 3 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 242 4 performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 242 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 242 6 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 242 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 242 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 242 9 various various JJ work_pomvj2ifwrbwjdcmiw5ube5dge 242 10 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 242 11 types type NNS work_pomvj2ifwrbwjdcmiw5ube5dge 242 12 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 242 13 presented present VBN work_pomvj2ifwrbwjdcmiw5ube5dge 242 14 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 242 15 Table Table NNP work_pomvj2ifwrbwjdcmiw5ube5dge 242 16 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 242 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 243 1 When when WRB work_pomvj2ifwrbwjdcmiw5ube5dge 243 2 evaluating evaluate VBG work_pomvj2ifwrbwjdcmiw5ube5dge 243 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 243 4 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 243 5 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 243 6 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 243 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 243 8 One One NNP work_pomvj2ifwrbwjdcmiw5ube5dge 243 9 Across Across NNP work_pomvj2ifwrbwjdcmiw5ube5dge 243 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 243 11 Cross- Cross- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 243 12 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 243 13 Maestro Maestro NNP work_pomvj2ifwrbwjdcmiw5ube5dge 243 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 243 15 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 243 16 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 243 17 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 243 18 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 243 19 web web NN work_pomvj2ifwrbwjdcmiw5ube5dge 243 20 interfaces interface NNS work_pomvj2ifwrbwjdcmiw5ube5dge 243 21 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 243 22 return return VBP work_pomvj2ifwrbwjdcmiw5ube5dge 243 23 up up RP work_pomvj2ifwrbwjdcmiw5ube5dge 243 24 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 243 25 approximately approximately RB work_pomvj2ifwrbwjdcmiw5ube5dge 243 26 100 100 CD work_pomvj2ifwrbwjdcmiw5ube5dge 243 27 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 243 28 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 243 29 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 243 30 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 243 31 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 243 32 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 243 33 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 243 34 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 243 35 reliably reliably RB work_pomvj2ifwrbwjdcmiw5ube5dge 243 36 record record VB work_pomvj2ifwrbwjdcmiw5ube5dge 243 37 membership membership NN work_pomvj2ifwrbwjdcmiw5ube5dge 243 38 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 243 39 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 243 40 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 243 41 ten ten CD work_pomvj2ifwrbwjdcmiw5ube5dge 243 42 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 243 43 accuracy@10 accuracy@10 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 243 44 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 243 45 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 244 1 On on IN work_pomvj2ifwrbwjdcmiw5ube5dge 244 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 244 3 long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 244 4 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 244 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 244 6 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 244 7 observe observe VBP work_pomvj2ifwrbwjdcmiw5ube5dge 244 8 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 244 9 clear clear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 244 10 advan- advan- NN work_pomvj2ifwrbwjdcmiw5ube5dge 244 11 tage tage NN work_pomvj2ifwrbwjdcmiw5ube5dge 244 12 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 244 13 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 244 14 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 244 15 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 244 16 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 244 17 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 244 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 244 19 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 244 20 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 244 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 244 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 244 23 simple simple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 244 24 unsupervised unsupervised JJ work_pomvj2ifwrbwjdcmiw5ube5dge 244 25 baseline baseline NN work_pomvj2ifwrbwjdcmiw5ube5dge 244 26 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 245 1 Here here RB work_pomvj2ifwrbwjdcmiw5ube5dge 245 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 245 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 245 4 best good JJS work_pomvj2ifwrbwjdcmiw5ube5dge 245 5 performing perform VBG work_pomvj2ifwrbwjdcmiw5ube5dge 245 6 NLM NLM NNP work_pomvj2ifwrbwjdcmiw5ube5dge 245 7 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 245 8 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 245 9 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 245 10 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 245 11 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 245 12 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 245 13 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 245 14 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 245 15 loss loss NN work_pomvj2ifwrbwjdcmiw5ube5dge 245 16 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 245 17 ranks rank VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 245 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 245 19 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 245 20 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 245 21 third third RB work_pomvj2ifwrbwjdcmiw5ube5dge 245 22 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 245 23 average average JJ work_pomvj2ifwrbwjdcmiw5ube5dge 245 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 245 25 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 245 26 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 245 27 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 245 28 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 245 29 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 245 30 ten ten CD work_pomvj2ifwrbwjdcmiw5ube5dge 245 31 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 245 32 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 245 33 60 60 CD work_pomvj2ifwrbwjdcmiw5ube5dge 245 34 % % NN work_pomvj2ifwrbwjdcmiw5ube5dge 245 35 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 245 36 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 245 37 time time NN work_pomvj2ifwrbwjdcmiw5ube5dge 245 38 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 246 1 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 246 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 246 3 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 246 4 get get VBP work_pomvj2ifwrbwjdcmiw5ube5dge 246 5 shorter short JJR work_pomvj2ifwrbwjdcmiw5ube5dge 246 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 246 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 246 8 advantage advantage NN work_pomvj2ifwrbwjdcmiw5ube5dge 246 9 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 246 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 246 11 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 246 12 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 246 13 diminishes diminishe NNS work_pomvj2ifwrbwjdcmiw5ube5dge 246 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 247 1 Both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 247 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 247 3 unsu- unsu- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 247 4 pervised pervise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 247 5 baseline baseline NNP work_pomvj2ifwrbwjdcmiw5ube5dge 247 6 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 247 7 One One NNP work_pomvj2ifwrbwjdcmiw5ube5dge 247 8 Across Across NNP work_pomvj2ifwrbwjdcmiw5ube5dge 247 9 answer answer VB work_pomvj2ifwrbwjdcmiw5ube5dge 247 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 247 11 short short JJ work_pomvj2ifwrbwjdcmiw5ube5dge 247 12 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 247 13 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 247 14 comparable comparable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 247 15 accuracy accuracy NN work_pomvj2ifwrbwjdcmiw5ube5dge 247 16 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 247 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 247 18 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 247 19 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 247 20 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 247 21 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 247 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 248 1 One one CD work_pomvj2ifwrbwjdcmiw5ube5dge 248 2 reason reason NN work_pomvj2ifwrbwjdcmiw5ube5dge 248 3 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 248 4 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 248 5 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 248 6 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 248 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 248 8 differ- differ- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 248 9 ence ence NN work_pomvj2ifwrbwjdcmiw5ube5dge 248 10 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 248 11 form form NN work_pomvj2ifwrbwjdcmiw5ube5dge 248 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 248 13 style style NN work_pomvj2ifwrbwjdcmiw5ube5dge 248 14 between between IN work_pomvj2ifwrbwjdcmiw5ube5dge 248 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 248 16 shorter short JJR work_pomvj2ifwrbwjdcmiw5ube5dge 248 17 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 248 18 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 248 19 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 248 20 full full JJ work_pomvj2ifwrbwjdcmiw5ube5dge 248 21 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 248 22 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 248 23 encyclopedia encyclopedia NN work_pomvj2ifwrbwjdcmiw5ube5dge 248 24 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 248 25 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 248 26 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 248 27 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 248 28 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 248 29 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 248 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 249 1 As as IN work_pomvj2ifwrbwjdcmiw5ube5dge 249 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 249 3 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 249 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 249 6 clue clue NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 7 de- de- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 249 8 creases crease VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 249 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 249 10 finding find VBG work_pomvj2ifwrbwjdcmiw5ube5dge 249 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 249 12 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 13 often often RB work_pomvj2ifwrbwjdcmiw5ube5dge 249 14 reduces reduce VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 249 15 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 249 16 generat- generat- NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 17 ing ing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 249 18 synonyms synonyms NNP work_pomvj2ifwrbwjdcmiw5ube5dge 249 19 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 249 20 culpability culpability NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 21 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 249 22 guilt guilt NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 23 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 249 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 249 25 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 249 26 category category NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 27 mem- mem- NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 28 bers ber NNS work_pomvj2ifwrbwjdcmiw5ube5dge 249 29 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 249 30 tall tall JJ work_pomvj2ifwrbwjdcmiw5ube5dge 249 31 animal animal NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 32 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 249 33 giraffe giraffe NN work_pomvj2ifwrbwjdcmiw5ube5dge 249 34 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 249 35 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 250 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 250 2 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 250 3 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 4 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 250 5 retrieve retrieve VB work_pomvj2ifwrbwjdcmiw5ube5dge 250 6 good good JJ work_pomvj2ifwrbwjdcmiw5ube5dge 250 7 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 8 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 250 9 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 250 10 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 11 among among IN work_pomvj2ifwrbwjdcmiw5ube5dge 250 12 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 250 13 databases database NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 14 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 250 15 entities entity NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 250 17 relationships relationship NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 18 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 250 19 com- com- NN work_pomvj2ifwrbwjdcmiw5ube5dge 250 20 mon mon NN work_pomvj2ifwrbwjdcmiw5ube5dge 250 21 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 250 22 answers answer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 250 23 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 251 1 Unsupervised unsupervise VBN work_pomvj2ifwrbwjdcmiw5ube5dge 251 2 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 3 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 4 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 5 blog blog NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 6 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 7 computers computer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 8 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 9 crack crack NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 10 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 11 cryptic- cryptic- NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 12 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 13 26 26 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 14 http://www.oneacross.com/ http://www.oneacross.com/ NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 15 http://www.oneacross.com/ http://www.oneacross.com/ JJ work_pomvj2ifwrbwjdcmiw5ube5dge 251 16 http://www.crosswordmaestro.com/ http://www.crosswordmaestro.com/ NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 17 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 251 18 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues ADD work_pomvj2ifwrbwjdcmiw5ube5dge 251 19 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 20 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 21 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 22 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 23 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 24 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 25 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 26 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 27 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 28 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 29 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 30 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 31 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 32 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 33 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 34 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 35 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 36 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 37 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 38 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 39 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 40 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 41 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 42 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 43 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 44 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 45 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 46 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 47 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 48 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 49 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 50 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 51 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 52 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 53 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 54 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 55 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 56 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 57 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 58 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 59 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 60 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 61 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 62 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 63 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 64 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 65 http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues http://www.theguardian.com/crosswords/crossword-blog/2012/mar/08/crossword-blog-computers-crack-cryptic-clues . work_pomvj2ifwrbwjdcmiw5ube5dge 251 66 Question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 67 Type Type NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 68 avg avg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 69 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 70 -accuracy@10/100 -accuracy@10/100 HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 71 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 72 rank rank NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 73 variance variance NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 74 Long Long NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 75 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 251 76 150 150 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 77 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 251 78 Short Short NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 79 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 251 80 120 120 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 81 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 251 82 Single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 251 83 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 251 84 Word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 85 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 251 86 30 30 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 87 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 251 88 One one CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 89 Across Across NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 90 .39 .39 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 91 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 92 .68 .68 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 93 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 94 .70 .70 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 95 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 96 Crossword Crossword NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 97 Maestro Maestro NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 98 .27 .27 NFP work_pomvj2ifwrbwjdcmiw5ube5dge 251 99 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 100 .43 .43 . work_pomvj2ifwrbwjdcmiw5ube5dge 251 101 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 102 .73 .73 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 103 / / SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 104 W2V W2V NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 105 add add VB work_pomvj2ifwrbwjdcmiw5ube5dge 251 106 42 42 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 107 .31/.63 .31/.63 NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 108 92 92 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 109 11 11 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 110 .50/.78 .50/.78 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 111 66 66 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 112 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 113 .79/.90 .79/.90 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 114 45 45 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 115 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 116 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 117 15 15 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 118 .43/.69 .43/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 119 108 108 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 120 22 22 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 121 .39/.67 .39/.67 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 122 117 117 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 123 72 72 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 124 .31/.52 .31/.52 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 125 187 187 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 126 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 127 w2v w2v NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 128 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 129 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 130 .61/.82 .61/.82 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 131 60 60 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 132 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 133 .56/.79 .56/.79 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 134 60 60 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 135 12 12 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 136 .48/.72 .48/.72 NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 137 116 116 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 138 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 139 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 251 140 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 141 .58/.84 .58/.84 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 142 48 48 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 143 10 10 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 144 .51/.73 .51/.73 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 145 57 57 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 146 12 12 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 147 .48/.69 .48/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 148 67 67 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 149 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 150 w2v w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 151 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 251 152 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 153 .62/.80 .62/.80 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 154 61 61 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 155 8 8 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 156 .57/.78 .57/.78 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 157 49 49 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 158 12 12 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 159 .48/.69 .48/.69 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 160 114 114 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 161 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 162 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 163 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 164 .60/.82 .60/.82 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 165 54 54 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 166 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 167 .56/.78 .56/.78 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 168 51 51 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 169 12 12 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 170 .45/.72 .45/.72 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 171 137 137 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 172 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 173 w2v w2v NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 174 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 175 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 176 .60/.83 .60/.83 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 177 56 56 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 178 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 179 .54/.80 .54/.80 NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 180 48 48 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 181 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 182 .59/.79 .59/.79 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 183 111 111 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 184 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 185 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 251 186 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 187 .62/.87 .62/.87 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 188 50 50 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 189 8 8 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 190 .58/.83 .58/.83 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 191 37 37 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 192 8 8 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 193 .55/.79 .55/.79 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 194 39 39 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 195 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 251 196 w2v w2v VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 251 197 ranking rank VBG work_pomvj2ifwrbwjdcmiw5ube5dge 251 198 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 199 .60/.86 .60/.86 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 200 48 48 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 201 8 8 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 202 .56/.83 .56/.83 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 203 35 35 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 204 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 205 .55/.83 .55/.83 SYM work_pomvj2ifwrbwjdcmiw5ube5dge 251 206 43 43 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 207 Table table NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 208 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 251 209 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 251 210 Performance performance NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 211 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 251 212 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 251 213 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 214 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 251 215 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 216 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 251 217 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 251 218 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 251 219 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 251 220 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 252 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 252 2 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 252 3 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 252 4 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 252 5 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 252 6 evaluated evaluate VBN work_pomvj2ifwrbwjdcmiw5ube5dge 252 7 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 252 8 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 252 9 web web NN work_pomvj2ifwrbwjdcmiw5ube5dge 252 10 interface interface NN work_pomvj2ifwrbwjdcmiw5ube5dge 252 11 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 252 12 only only RB work_pomvj2ifwrbwjdcmiw5ube5dge 252 13 accuracy@10 accuracy@10 JJ work_pomvj2ifwrbwjdcmiw5ube5dge 252 14 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 252 15 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 252 16 reported report VBN work_pomvj2ifwrbwjdcmiw5ube5dge 252 17 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 252 18 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 252 19 cases case NNS work_pomvj2ifwrbwjdcmiw5ube5dge 252 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 253 1 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 253 2 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 253 3 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 253 4 known know VBN work_pomvj2ifwrbwjdcmiw5ube5dge 253 5 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 253 6 encode encode VB work_pomvj2ifwrbwjdcmiw5ube5dge 253 7 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 253 8 sorts sort NNS work_pomvj2ifwrbwjdcmiw5ube5dge 253 9 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 253 10 relationships relationship NNS work_pomvj2ifwrbwjdcmiw5ube5dge 253 11 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 253 12 even even RB work_pomvj2ifwrbwjdcmiw5ube5dge 253 13 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 253 14 elementwise elementwise JJ work_pomvj2ifwrbwjdcmiw5ube5dge 253 15 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 253 16 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 253 17 short short JJ work_pomvj2ifwrbwjdcmiw5ube5dge 253 18 sequences sequence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 253 19 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 253 20 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 253 21 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 253 22 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 253 23 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 253 24 et et FW work_pomvj2ifwrbwjdcmiw5ube5dge 253 25 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 253 26 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 253 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 253 28 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 253 29 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 253 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 254 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 254 2 would would MD work_pomvj2ifwrbwjdcmiw5ube5dge 254 3 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 254 4 explain explain VB work_pomvj2ifwrbwjdcmiw5ube5dge 254 5 why why WRB work_pomvj2ifwrbwjdcmiw5ube5dge 254 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 254 7 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 254 8 embed- embed- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 254 9 ding ding NNP work_pomvj2ifwrbwjdcmiw5ube5dge 254 10 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 254 11 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 254 12 pre pre JJ work_pomvj2ifwrbwjdcmiw5ube5dge 254 13 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 254 14 trained trained JJ work_pomvj2ifwrbwjdcmiw5ube5dge 254 15 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 254 16 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 254 17 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 254 18 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 254 19 em- em- NN work_pomvj2ifwrbwjdcmiw5ube5dge 254 20 beddings bedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 254 21 outperfom outperfom VBP work_pomvj2ifwrbwjdcmiw5ube5dge 254 22 those those DT work_pomvj2ifwrbwjdcmiw5ube5dge 254 23 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 254 24 learned learned JJ work_pomvj2ifwrbwjdcmiw5ube5dge 254 25 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 254 26 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 254 27 particularly particularly RB work_pomvj2ifwrbwjdcmiw5ube5dge 254 28 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 254 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 254 30 shortest short JJS work_pomvj2ifwrbwjdcmiw5ube5dge 254 31 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 254 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 255 1 4.4 4.4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 255 2 Qualitative Qualitative NNP work_pomvj2ifwrbwjdcmiw5ube5dge 255 3 Analysis Analysis NNP work_pomvj2ifwrbwjdcmiw5ube5dge 255 4 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 255 5 better well JJR work_pomvj2ifwrbwjdcmiw5ube5dge 255 6 understanding understanding NN work_pomvj2ifwrbwjdcmiw5ube5dge 255 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 255 8 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 255 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 255 10 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 255 11 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 255 12 arrive arrive VBP work_pomvj2ifwrbwjdcmiw5ube5dge 255 13 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 255 14 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 255 15 answers answer NNS work_pomvj2ifwrbwjdcmiw5ube5dge 255 16 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 255 17 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 255 18 gained gain VBN work_pomvj2ifwrbwjdcmiw5ube5dge 255 19 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 255 20 consider- consider- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 255 21 ing e VBG work_pomvj2ifwrbwjdcmiw5ube5dge 255 22 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 255 23 examples example NNS work_pomvj2ifwrbwjdcmiw5ube5dge 255 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 255 25 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 255 26 presented present VBN work_pomvj2ifwrbwjdcmiw5ube5dge 255 27 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 255 28 Table Table NNP work_pomvj2ifwrbwjdcmiw5ube5dge 255 29 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 255 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 256 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 256 2 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 256 3 three three CD work_pomvj2ifwrbwjdcmiw5ube5dge 256 4 examples example NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 5 show show VBP work_pomvj2ifwrbwjdcmiw5ube5dge 256 6 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 256 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 256 8 despite despite IN work_pomvj2ifwrbwjdcmiw5ube5dge 256 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 256 10 apparently apparently RB work_pomvj2ifwrbwjdcmiw5ube5dge 256 11 superficial superficial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 256 12 nature nature NN work_pomvj2ifwrbwjdcmiw5ube5dge 256 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 256 14 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 256 15 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 256 16 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 17 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 256 18 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 19 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 256 20 introductory introductory JJ work_pomvj2ifwrbwjdcmiw5ube5dge 256 21 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 22 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 256 23 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 256 24 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 25 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 256 26 an- an- CC work_pomvj2ifwrbwjdcmiw5ube5dge 256 27 swer swer NN work_pomvj2ifwrbwjdcmiw5ube5dge 256 28 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 29 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 256 30 require require VBP work_pomvj2ifwrbwjdcmiw5ube5dge 256 31 factual factual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 256 32 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 256 33 about about IN work_pomvj2ifwrbwjdcmiw5ube5dge 256 34 people people NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 35 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 256 36 places place NNS work_pomvj2ifwrbwjdcmiw5ube5dge 256 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 257 1 Another another DT work_pomvj2ifwrbwjdcmiw5ube5dge 257 2 notable notable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 257 3 characteristic characteristic NN work_pomvj2ifwrbwjdcmiw5ube5dge 257 4 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 257 5 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 257 6 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 257 7 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 257 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 257 9 consistent consistent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 257 10 semantic semantic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 257 11 appropriate- appropriate- NN work_pomvj2ifwrbwjdcmiw5ube5dge 257 12 ness ness NN work_pomvj2ifwrbwjdcmiw5ube5dge 257 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 257 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 257 15 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 257 16 set set VBD work_pomvj2ifwrbwjdcmiw5ube5dge 257 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 258 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 258 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 258 3 first first JJ work_pomvj2ifwrbwjdcmiw5ube5dge 258 4 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 258 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 258 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 258 7 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 258 8 five five CD work_pomvj2ifwrbwjdcmiw5ube5dge 258 9 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 258 10 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 258 11 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 258 12 mountains mountain NNS work_pomvj2ifwrbwjdcmiw5ube5dge 258 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 258 14 valleys valley NNS work_pomvj2ifwrbwjdcmiw5ube5dge 258 15 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 258 16 places place NNS work_pomvj2ifwrbwjdcmiw5ube5dge 258 17 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 258 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 258 19 Alps Alps NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 258 20 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 258 21 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 258 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 258 23 second second JJ work_pomvj2ifwrbwjdcmiw5ube5dge 258 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 258 25 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 258 26 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 258 27 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 258 28 biblical biblical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 258 29 names name NNS work_pomvj2ifwrbwjdcmiw5ube5dge 258 30 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 259 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 259 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 259 3 third third JJ work_pomvj2ifwrbwjdcmiw5ube5dge 259 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 259 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 259 6 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 259 7 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 259 8 retrieves retrieve VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 259 9 currencies currency NNS work_pomvj2ifwrbwjdcmiw5ube5dge 259 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 259 11 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 259 12 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 259 13 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 259 14 performing perform VBG work_pomvj2ifwrbwjdcmiw5ube5dge 259 15 better well RBR work_pomvj2ifwrbwjdcmiw5ube5dge 259 16 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 259 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 259 18 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 259 19 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 259 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 259 21 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 259 22 retrieves retrieve VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 259 23 entities entity NNS work_pomvj2ifwrbwjdcmiw5ube5dge 259 24 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 259 25 various various JJ work_pomvj2ifwrbwjdcmiw5ube5dge 259 26 type type NN work_pomvj2ifwrbwjdcmiw5ube5dge 259 27 associated associate VBN work_pomvj2ifwrbwjdcmiw5ube5dge 259 28 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 259 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 259 30 Netherlands Netherlands NNP work_pomvj2ifwrbwjdcmiw5ube5dge 259 31 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 260 1 Generally generally RB work_pomvj2ifwrbwjdcmiw5ube5dge 260 2 speaking speak VBG work_pomvj2ifwrbwjdcmiw5ube5dge 260 3 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 260 4 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 260 5 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 260 6 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 260 7 observed observe VBN work_pomvj2ifwrbwjdcmiw5ube5dge 260 8 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 260 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 260 10 web web NN work_pomvj2ifwrbwjdcmiw5ube5dge 260 11 demo demo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 260 12 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 260 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 260 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 260 15 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 260 16 smoothness smoothness JJ work_pomvj2ifwrbwjdcmiw5ube5dge 260 17 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 260 18 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 260 19 consistency consistency NN work_pomvj2ifwrbwjdcmiw5ube5dge 260 20 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 260 21 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 260 22 generation generation NN work_pomvj2ifwrbwjdcmiw5ube5dge 260 23 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 260 24 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 260 25 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 260 26 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 260 27 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 260 28 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 260 29 greater great JJR work_pomvj2ifwrbwjdcmiw5ube5dge 260 30 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 260 31 that that DT work_pomvj2ifwrbwjdcmiw5ube5dge 260 32 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 260 33 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 260 34 com- com- NN work_pomvj2ifwrbwjdcmiw5ube5dge 260 35 mercial mercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 260 36 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 260 37 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 261 1 Despite despite IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 2 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 261 3 simplicity simplicity NN work_pomvj2ifwrbwjdcmiw5ube5dge 261 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 261 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 261 6 unsuper- unsuper- NN work_pomvj2ifwrbwjdcmiw5ube5dge 261 7 vised vise VBD work_pomvj2ifwrbwjdcmiw5ube5dge 261 8 W2V w2v CD work_pomvj2ifwrbwjdcmiw5ube5dge 261 9 addition addition NN work_pomvj2ifwrbwjdcmiw5ube5dge 261 10 method method NN work_pomvj2ifwrbwjdcmiw5ube5dge 261 11 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 261 12 at at IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 13 times time NNS work_pomvj2ifwrbwjdcmiw5ube5dge 261 14 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 261 15 surpris- surpris- VBP work_pomvj2ifwrbwjdcmiw5ube5dge 261 16 ingly ingly RB work_pomvj2ifwrbwjdcmiw5ube5dge 261 17 effective effective JJ work_pomvj2ifwrbwjdcmiw5ube5dge 261 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 261 19 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 20 shown show VBN work_pomvj2ifwrbwjdcmiw5ube5dge 261 21 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 22 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 261 23 fact fact NN work_pomvj2ifwrbwjdcmiw5ube5dge 261 24 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 25 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 261 26 returns return VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 261 27 Joshua Joshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 261 28 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 29 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 261 30 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 261 31 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 261 32 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 261 33 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 261 34 third third JJ work_pomvj2ifwrbwjdcmiw5ube5dge 261 35 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 261 36 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 262 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 262 2 final final JJ work_pomvj2ifwrbwjdcmiw5ube5dge 262 3 example example NN work_pomvj2ifwrbwjdcmiw5ube5dge 262 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 262 5 Table Table NNP work_pomvj2ifwrbwjdcmiw5ube5dge 262 6 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 262 7 illustrates illustrate VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 262 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 262 9 sur- sur- NN work_pomvj2ifwrbwjdcmiw5ube5dge 262 10 prising prise VBG work_pomvj2ifwrbwjdcmiw5ube5dge 262 11 power power NN work_pomvj2ifwrbwjdcmiw5ube5dge 262 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 262 13 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 262 14 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 262 15 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 262 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 263 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 263 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 263 3 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 4 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 263 5 there there EX work_pomvj2ifwrbwjdcmiw5ube5dge 263 6 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 263 7 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 263 8 single single JJ work_pomvj2ifwrbwjdcmiw5ube5dge 263 9 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 10 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 263 11 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 263 12 correct correct NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 13 an- an- CC work_pomvj2ifwrbwjdcmiw5ube5dge 263 14 swer swer NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 15 Schoenberg Schoenberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 263 16 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 263 17 United United NNP work_pomvj2ifwrbwjdcmiw5ube5dge 263 18 States States NNP work_pomvj2ifwrbwjdcmiw5ube5dge 263 19 composer composer NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 263 21 musi- musi- NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 22 cal cal XX work_pomvj2ifwrbwjdcmiw5ube5dge 263 23 theorist theorist NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 24 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 263 25 born bear VBN work_pomvj2ifwrbwjdcmiw5ube5dge 263 26 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 263 27 Austria Austria NNP work_pomvj2ifwrbwjdcmiw5ube5dge 263 28 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 263 29 who who WP work_pomvj2ifwrbwjdcmiw5ube5dge 263 30 developed develop VBD work_pomvj2ifwrbwjdcmiw5ube5dge 263 31 atonal atonal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 263 32 composition composition NN work_pomvj2ifwrbwjdcmiw5ube5dge 263 33 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 264 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 264 2 only only JJ work_pomvj2ifwrbwjdcmiw5ube5dge 264 3 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 264 4 common common JJ work_pomvj2ifwrbwjdcmiw5ube5dge 264 5 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 264 6 both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 264 7 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 264 8 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 264 9 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 264 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 264 11 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 264 12 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 264 13 ’ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 264 14 composer composer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 264 15 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 264 16 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 264 17 there there EX work_pomvj2ifwrbwjdcmiw5ube5dge 264 18 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 264 19 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 264 20 tokenization tokenization NN work_pomvj2ifwrbwjdcmiw5ube5dge 264 21 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 264 22 allows allow VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 264 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 264 24 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 264 25 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 264 26 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 264 27 directly directly RB work_pomvj2ifwrbwjdcmiw5ube5dge 264 28 connect connect VB work_pomvj2ifwrbwjdcmiw5ube5dge 264 29 atonal atonal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 264 30 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 264 31 atonality atonality NN work_pomvj2ifwrbwjdcmiw5ube5dge 264 32 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 264 33 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 265 1 Nevertheless nevertheless RB work_pomvj2ifwrbwjdcmiw5ube5dge 265 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 265 3 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 265 4 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 265 5 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 265 6 able able JJ work_pomvj2ifwrbwjdcmiw5ube5dge 265 7 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 265 8 infer infer VB work_pomvj2ifwrbwjdcmiw5ube5dge 265 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 265 10 necessary necessary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 265 11 connections connection NNS work_pomvj2ifwrbwjdcmiw5ube5dge 265 12 be- be- XX work_pomvj2ifwrbwjdcmiw5ube5dge 265 13 tween tween NN work_pomvj2ifwrbwjdcmiw5ube5dge 265 14 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 265 15 concepts concept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 265 16 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 265 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 265 18 query query NN work_pomvj2ifwrbwjdcmiw5ube5dge 265 19 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 265 20 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 265 21 definition definition NN work_pomvj2ifwrbwjdcmiw5ube5dge 265 22 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 265 23 return return VB work_pomvj2ifwrbwjdcmiw5ube5dge 265 24 Schoenberg Schoenberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 265 25 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 265 26 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 265 27 top top JJ work_pomvj2ifwrbwjdcmiw5ube5dge 265 28 candidate candidate NN work_pomvj2ifwrbwjdcmiw5ube5dge 265 29 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 266 1 Despite despite IN work_pomvj2ifwrbwjdcmiw5ube5dge 266 2 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 266 3 cases case NNS work_pomvj2ifwrbwjdcmiw5ube5dge 266 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 266 5 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 266 6 remains remain VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 266 7 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 266 8 open open JJ work_pomvj2ifwrbwjdcmiw5ube5dge 266 9 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 266 10 whether whether IN work_pomvj2ifwrbwjdcmiw5ube5dge 266 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 266 12 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 266 13 more more RBR work_pomvj2ifwrbwjdcmiw5ube5dge 266 14 diverse diverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 266 15 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 266 16 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 266 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 266 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 266 19 world world NN work_pomvj2ifwrbwjdcmiw5ube5dge 266 20 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 266 21 required require VBN work_pomvj2ifwrbwjdcmiw5ube5dge 266 22 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 266 23 full full JJ work_pomvj2ifwrbwjdcmiw5ube5dge 266 24 open open JJ work_pomvj2ifwrbwjdcmiw5ube5dge 266 25 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 266 26 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 266 27 e.g. e.g. RB work_pomvj2ifwrbwjdcmiw5ube5dge 267 1 sec- sec- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 267 2 ondary ondary NN work_pomvj2ifwrbwjdcmiw5ube5dge 267 3 facts fact NNS work_pomvj2ifwrbwjdcmiw5ube5dge 267 4 about about IN work_pomvj2ifwrbwjdcmiw5ube5dge 267 5 Schoenberg Schoenberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 267 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 267 7 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 267 8 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 267 9 his -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 267 10 fam- fam- NN work_pomvj2ifwrbwjdcmiw5ube5dge 267 11 ily ily NN work_pomvj2ifwrbwjdcmiw5ube5dge 267 12 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 267 13 could could MD work_pomvj2ifwrbwjdcmiw5ube5dge 267 14 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 267 15 encoded encode VBN work_pomvj2ifwrbwjdcmiw5ube5dge 267 16 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 267 17 retained retain VBN work_pomvj2ifwrbwjdcmiw5ube5dge 267 18 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 267 19 weights weight NNS work_pomvj2ifwrbwjdcmiw5ube5dge 267 20 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 267 21 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 267 22 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 267 23 larger large JJR work_pomvj2ifwrbwjdcmiw5ube5dge 267 24 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 267 25 dynamic dynamic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 267 26 network network NN work_pomvj2ifwrbwjdcmiw5ube5dge 267 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 267 28 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 267 29 whether whether IN work_pomvj2ifwrbwjdcmiw5ube5dge 267 30 it -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 267 31 will will MD work_pomvj2ifwrbwjdcmiw5ube5dge 267 32 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 267 33 nec- nec- RB work_pomvj2ifwrbwjdcmiw5ube5dge 267 34 essary essary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 267 35 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 267 36 combine combine VB work_pomvj2ifwrbwjdcmiw5ube5dge 267 37 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 267 38 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 267 39 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 267 40 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 267 41 external external JJ work_pomvj2ifwrbwjdcmiw5ube5dge 267 42 mem- mem- NN work_pomvj2ifwrbwjdcmiw5ube5dge 267 43 ory ory NN work_pomvj2ifwrbwjdcmiw5ube5dge 267 44 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 267 45 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 267 46 less less RBR work_pomvj2ifwrbwjdcmiw5ube5dge 267 47 frequently frequently RB work_pomvj2ifwrbwjdcmiw5ube5dge 267 48 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 267 49 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 267 50 never never RB work_pomvj2ifwrbwjdcmiw5ube5dge 267 51 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 267 52 updated update VBN work_pomvj2ifwrbwjdcmiw5ube5dge 267 53 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 268 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 268 2 latter latter JJ work_pomvj2ifwrbwjdcmiw5ube5dge 268 3 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 268 4 has have VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 268 5 begun begin VBN work_pomvj2ifwrbwjdcmiw5ube5dge 268 6 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 268 7 achieve achieve VB work_pomvj2ifwrbwjdcmiw5ube5dge 268 8 impressive impressive JJ work_pomvj2ifwrbwjdcmiw5ube5dge 268 9 re- re- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 268 10 sults sult NNS work_pomvj2ifwrbwjdcmiw5ube5dge 268 11 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 268 12 certain certain JJ work_pomvj2ifwrbwjdcmiw5ube5dge 268 13 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 268 14 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 268 15 entailment entailment NN work_pomvj2ifwrbwjdcmiw5ube5dge 268 16 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 268 17 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 268 18 Bordes Bordes NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 19 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 20 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 21 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 268 23 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 268 24 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 268 25 Graves Graves NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 26 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 27 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 28 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 29 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 268 30 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 268 31 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 268 32 Weston Weston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 33 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 34 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 35 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 268 36 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 268 37 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 268 38 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 268 39 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 269 1 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 269 2 Conclusion Conclusion NNP work_pomvj2ifwrbwjdcmiw5ube5dge 269 3 Dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 269 4 exist exist VBP work_pomvj2ifwrbwjdcmiw5ube5dge 269 5 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 269 6 many many JJ work_pomvj2ifwrbwjdcmiw5ube5dge 269 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 269 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 269 9 world world NN work_pomvj2ifwrbwjdcmiw5ube5dge 269 10 ’s ’s POS work_pomvj2ifwrbwjdcmiw5ube5dge 269 11 languages language NNS work_pomvj2ifwrbwjdcmiw5ube5dge 269 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 270 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 270 2 have have VBP work_pomvj2ifwrbwjdcmiw5ube5dge 270 3 shown show VBN work_pomvj2ifwrbwjdcmiw5ube5dge 270 4 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 270 5 these these DT work_pomvj2ifwrbwjdcmiw5ube5dge 270 6 lexical lexical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 270 7 resources resource NNS work_pomvj2ifwrbwjdcmiw5ube5dge 270 8 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 270 9 con- con- VB work_pomvj2ifwrbwjdcmiw5ube5dge 270 10 stitute stitute VB work_pomvj2ifwrbwjdcmiw5ube5dge 270 11 valuable valuable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 270 12 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 270 13 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 270 14 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 270 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 270 16 latest late JJS work_pomvj2ifwrbwjdcmiw5ube5dge 270 17 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 270 18 lan- lan- NN work_pomvj2ifwrbwjdcmiw5ube5dge 270 19 guage guage NN work_pomvj2ifwrbwjdcmiw5ube5dge 270 20 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 270 21 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 270 22 interpret interpret VB work_pomvj2ifwrbwjdcmiw5ube5dge 270 23 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 270 24 represent represent VB work_pomvj2ifwrbwjdcmiw5ube5dge 270 25 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 270 26 mean- mean- NN work_pomvj2ifwrbwjdcmiw5ube5dge 270 27 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 270 28 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 270 29 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 270 30 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 270 31 sentences sentence NNS work_pomvj2ifwrbwjdcmiw5ube5dge 270 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 271 1 While while IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 2 humans human NNS work_pomvj2ifwrbwjdcmiw5ube5dge 271 3 use use VBP work_pomvj2ifwrbwjdcmiw5ube5dge 271 4 27 27 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 5 Input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 6 Description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 7 One One NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 8 Across across IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 9 Crossword Crossword NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 10 Maestro Maestro NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 11 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 12 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 13 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 14 Swiss swiss JJ work_pomvj2ifwrbwjdcmiw5ube5dge 271 15 mountain mountain NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 16 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 17 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 18 noted note VBD work_pomvj2ifwrbwjdcmiw5ube5dge 271 19 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 20 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 21 front front NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 22 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 23 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 24 after after IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 25 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 26 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 27 favor favor NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 28 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 29 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 30 Eiger Eiger NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 31 2.Crags 2.crags CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 32 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 33 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 34 Eiger Eiger NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 35 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 36 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 37 Aosta Aosta NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 38 peak peak NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 39 famed fame VBN work_pomvj2ifwrbwjdcmiw5ube5dge 271 40 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 41 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 271 42 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 43 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 44 Eiger Eiger NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 45 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 46 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 47 crown crown VB work_pomvj2ifwrbwjdcmiw5ube5dge 271 48 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 49 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 50 ahead ahead RB work_pomvj2ifwrbwjdcmiw5ube5dge 271 51 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 52 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 53 along along IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 54 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 55 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 56 Teton Teton NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 57 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 58 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 59 Cerro Cerro NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 60 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 61 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 62 Cuneo Cuneo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 63 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 64 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 65 Lecco lecco NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 66 north north NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 67 face face NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 68 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 69 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 70 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 71 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 72 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 73 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 74 fount fount NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 75 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 76 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 77 being be VBG work_pomvj2ifwrbwjdcmiw5ube5dge 271 78 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 79 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 80 Jebel Jebel NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 81 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 82 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 83 Tyrol Tyrol NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 84 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 85 Old Old NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 86 Testament Testament NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 87 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 88 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 89 Joshua Joshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 90 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 91 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 92 Exodus exodus NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 93 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 94 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 95 devise devise VB work_pomvj2ifwrbwjdcmiw5ube5dge 271 96 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 97 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 98 Daniel Daniel NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 99 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 100 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 101 Isaiah Isaiah NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 102 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 103 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 104 Elijah Elijah NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 105 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 106 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 107 Joshua Joshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 108 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 109 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 110 Isaiah Isaiah NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 111 successor successor NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 112 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 113 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 114 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 115 Hebrew Hebrew VBN work_pomvj2ifwrbwjdcmiw5ube5dge 271 116 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 117 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 118 person person NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 119 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 120 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 121 Haggai Haggai NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 122 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 123 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 124 Isaiah Isaiah NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 125 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 126 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 127 Joshua Joshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 128 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 129 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 130 Elisha Elisha NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 131 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 132 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 133 Gideon Gideon NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 134 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 135 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 136 Elijah Elijah NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 137 Moses Moses NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 138 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 139 6 6 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 140 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 141 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 142 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 143 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 144 across across IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 145 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 146 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 147 Joseph Joseph NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 148 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 149 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 150 Yahweh yahweh NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 151 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 152 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 153 Yahweh Yahweh NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 154 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 155 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 271 156 former former JJ work_pomvj2ifwrbwjdcmiw5ube5dge 271 157 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 158 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 159 Holland Holland NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 160 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 161 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 162 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 271 163 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 164 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 165 Holland Holland NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 166 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 167 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 168 ancient ancient JJ work_pomvj2ifwrbwjdcmiw5ube5dge 271 169 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 170 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 171 Guilder guilder NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 172 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 173 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 174 Holland Holland NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 175 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 176 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 177 Guilder guilder NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 178 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 179 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 180 Escudos escudos NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 181 currency currency NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 182 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 183 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 271 184 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 185 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 186 Lesotho lesotho NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 187 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 188 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 189 earlier early JJR work_pomvj2ifwrbwjdcmiw5ube5dge 271 190 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 191 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 192 onetime onetime NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 193 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 194 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 195 Drenthe drenthe IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 196 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 197 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 198 Utrecht Utrecht NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 199 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 200 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 201 Pesetas Pesetas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 202 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 203 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 204 Someren Someren NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 205 Netherlands Netherlands NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 206 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 207 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 208 qondam qondam NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 209 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 210 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 211 Naarden Naarden NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 212 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 213 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 214 Florins Florins NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 215 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 216 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 217 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 218 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 219 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 220 Arnold Arnold NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 221 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 271 222 20th 20th NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 223 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 224 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 225 surrealism surrealism NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 226 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 227 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 228 disharmony disharmony NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 229 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 230 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 231 Schoenberg Schoenberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 232 1 1 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 233 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 234 Mendelsohn Mendelsohn NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 235 Century Century NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 236 composer composer NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 237 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 238 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 239 laborparty laborparty NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 240 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 241 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 242 dissonance dissonance NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 243 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 244 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 245 Christleib Christleib NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 246 2 2 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 247 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 248 Williamson Williamson NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 249 pioneer pioneer NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 250 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 251 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 252 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 253 tonemusics tonemusics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 254 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 255 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 256 bringabout bringabout NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 257 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 258 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 259 Stravinsky stravinsky NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 260 3 3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 261 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 262 Huddleston Huddleston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 263 atonality atonality NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 264 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 265 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 266 introduced introduce VBD work_pomvj2ifwrbwjdcmiw5ube5dge 271 267 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 268 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 269 constitute constitute VB work_pomvj2ifwrbwjdcmiw5ube5dge 271 270 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 271 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 272 Elderfield elderfield NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 273 4 4 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 274 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 275 Mandelbaum Mandelbaum NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 276 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 277 10 10 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 278 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 271 279 ” " '' work_pomvj2ifwrbwjdcmiw5ube5dge 271 280 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 281 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 282 Schoenberg Schoenberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 283 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 284 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 285 triggeroff triggeroff NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 286 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 287 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 288 Mendelsohn Mendelsohn NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 289 5 5 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 290 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 291 Zimmerman Zimmerman NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 292 Table Table NNP work_pomvj2ifwrbwjdcmiw5ube5dge 271 293 7 7 CD work_pomvj2ifwrbwjdcmiw5ube5dge 271 294 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 271 295 Responses response NNS work_pomvj2ifwrbwjdcmiw5ube5dge 271 296 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 271 297 different different JJ work_pomvj2ifwrbwjdcmiw5ube5dge 271 298 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 271 299 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 271 300 example example VB work_pomvj2ifwrbwjdcmiw5ube5dge 271 301 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 271 302 clues clue NNS work_pomvj2ifwrbwjdcmiw5ube5dge 271 303 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 272 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 272 2 each each DT work_pomvj2ifwrbwjdcmiw5ube5dge 272 3 case case NN work_pomvj2ifwrbwjdcmiw5ube5dge 272 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 272 5 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 272 6 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 272 7 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 272 8 filtered filter VBN work_pomvj2ifwrbwjdcmiw5ube5dge 272 9 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 272 10 exclude exclude VB work_pomvj2ifwrbwjdcmiw5ube5dge 272 11 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 272 12 candidates candidate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 272 13 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 272 14 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 272 15 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 272 16 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 272 17 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 272 18 same same JJ work_pomvj2ifwrbwjdcmiw5ube5dge 272 19 length length NN work_pomvj2ifwrbwjdcmiw5ube5dge 272 20 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 272 21 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 272 22 correct correct JJ work_pomvj2ifwrbwjdcmiw5ube5dge 272 23 answer answer NN work_pomvj2ifwrbwjdcmiw5ube5dge 272 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 273 1 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 273 2 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 273 3 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 273 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 273 5 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 273 6 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 273 7 without without IN work_pomvj2ifwrbwjdcmiw5ube5dge 273 8 Word2Vec Word2Vec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 273 9 input input NN work_pomvj2ifwrbwjdcmiw5ube5dge 273 10 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 273 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 273 12 cosine cosine NN work_pomvj2ifwrbwjdcmiw5ube5dge 273 13 loss loss NN work_pomvj2ifwrbwjdcmiw5ube5dge 273 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 274 1 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 274 2 phrasal phrasal JJ work_pomvj2ifwrbwjdcmiw5ube5dge 274 3 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 274 4 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 274 5 dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 274 6 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 274 7 better well RBR work_pomvj2ifwrbwjdcmiw5ube5dge 274 8 un- un- VB work_pomvj2ifwrbwjdcmiw5ube5dge 274 9 derstand derstand NN work_pomvj2ifwrbwjdcmiw5ube5dge 274 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 274 11 meaning meaning NN work_pomvj2ifwrbwjdcmiw5ube5dge 274 12 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 274 13 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 274 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 274 15 machines machine NNS work_pomvj2ifwrbwjdcmiw5ube5dge 274 16 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 274 17 use use VB work_pomvj2ifwrbwjdcmiw5ube5dge 274 18 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 274 19 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 274 20 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 274 21 better well RBR work_pomvj2ifwrbwjdcmiw5ube5dge 274 22 understand understand VB work_pomvj2ifwrbwjdcmiw5ube5dge 274 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 274 24 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 274 25 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 275 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 275 2 used use VBD work_pomvj2ifwrbwjdcmiw5ube5dge 275 3 two two CD work_pomvj2ifwrbwjdcmiw5ube5dge 275 4 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 275 5 embedding embed VBG work_pomvj2ifwrbwjdcmiw5ube5dge 275 6 architectures architecture NNS work_pomvj2ifwrbwjdcmiw5ube5dge 275 7 - - : work_pomvj2ifwrbwjdcmiw5ube5dge 275 8 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 275 9 recurrent recurrent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 275 10 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 275 11 network network NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 12 architecture architecture NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 13 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 275 14 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 275 15 long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 275 16 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 275 17 short short JJ work_pomvj2ifwrbwjdcmiw5ube5dge 275 18 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 275 19 term term NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 20 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 275 22 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 275 23 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 275 24 simpler simple JJR work_pomvj2ifwrbwjdcmiw5ube5dge 275 25 linear linear JJ work_pomvj2ifwrbwjdcmiw5ube5dge 275 26 bag bag NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 27 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 275 28 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 275 29 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 275 30 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 275 31 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 32 - - , work_pomvj2ifwrbwjdcmiw5ube5dge 275 33 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 275 34 explicitly explicitly RB work_pomvj2ifwrbwjdcmiw5ube5dge 275 35 exploit exploit VB work_pomvj2ifwrbwjdcmiw5ube5dge 275 36 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 275 37 idea idea NN work_pomvj2ifwrbwjdcmiw5ube5dge 275 38 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 276 1 On on IN work_pomvj2ifwrbwjdcmiw5ube5dge 276 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 276 3 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 276 4 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 276 5 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 6 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 276 7 mirrors mirror VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 276 8 its -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 276 9 training training NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 10 setting setting NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 276 12 NLMs NLMs NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 276 13 that that WDT work_pomvj2ifwrbwjdcmiw5ube5dge 276 14 embed embe VBD work_pomvj2ifwrbwjdcmiw5ube5dge 276 15 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 276 16 known know VBN work_pomvj2ifwrbwjdcmiw5ube5dge 276 17 con- con- NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 18 cepts cept NNS work_pomvj2ifwrbwjdcmiw5ube5dge 276 19 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 276 20 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 276 21 continuous continuous JJ work_pomvj2ifwrbwjdcmiw5ube5dge 276 22 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 276 23 valued value VBN work_pomvj2ifwrbwjdcmiw5ube5dge 276 24 vector vector NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 25 space space NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 26 perform perform VBP work_pomvj2ifwrbwjdcmiw5ube5dge 276 27 comparably comparably RB work_pomvj2ifwrbwjdcmiw5ube5dge 276 28 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 276 29 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 276 30 best well RBS work_pomvj2ifwrbwjdcmiw5ube5dge 276 31 known know VBN work_pomvj2ifwrbwjdcmiw5ube5dge 276 32 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 276 33 applica- applica- VBN work_pomvj2ifwrbwjdcmiw5ube5dge 276 34 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 276 35 despite despite IN work_pomvj2ifwrbwjdcmiw5ube5dge 276 36 having have VBG work_pomvj2ifwrbwjdcmiw5ube5dge 276 37 access access NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 38 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 276 39 many many JJ work_pomvj2ifwrbwjdcmiw5ube5dge 276 40 fewer few JJR work_pomvj2ifwrbwjdcmiw5ube5dge 276 41 defini- defini- NN work_pomvj2ifwrbwjdcmiw5ube5dge 276 42 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 276 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 277 1 Moreover moreover RB work_pomvj2ifwrbwjdcmiw5ube5dge 277 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 277 3 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 277 4 generate generate VBP work_pomvj2ifwrbwjdcmiw5ube5dge 277 5 smoother smooth JJR work_pomvj2ifwrbwjdcmiw5ube5dge 277 6 sets set NNS work_pomvj2ifwrbwjdcmiw5ube5dge 277 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 277 8 can- can- NN work_pomvj2ifwrbwjdcmiw5ube5dge 277 9 didates didate NNS work_pomvj2ifwrbwjdcmiw5ube5dge 277 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 277 11 require require VBP work_pomvj2ifwrbwjdcmiw5ube5dge 277 12 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 277 13 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 277 14 pre pre NN work_pomvj2ifwrbwjdcmiw5ube5dge 277 15 - - JJ work_pomvj2ifwrbwjdcmiw5ube5dge 277 16 processing processing NN work_pomvj2ifwrbwjdcmiw5ube5dge 277 17 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 277 18 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 277 19 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 277 20 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 277 21 engineering engineering NN work_pomvj2ifwrbwjdcmiw5ube5dge 277 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 278 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 278 2 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 278 3 showed show VBD work_pomvj2ifwrbwjdcmiw5ube5dge 278 4 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 278 5 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 278 6 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 278 7 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 278 8 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 278 9 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 278 10 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 278 11 objective objective NN work_pomvj2ifwrbwjdcmiw5ube5dge 278 12 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 278 13 be be VB work_pomvj2ifwrbwjdcmiw5ube5dge 278 14 used use VBN work_pomvj2ifwrbwjdcmiw5ube5dge 278 15 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 278 16 train train VB work_pomvj2ifwrbwjdcmiw5ube5dge 278 17 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 278 18 useful useful JJ work_pomvj2ifwrbwjdcmiw5ube5dge 278 19 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 278 20 other other JJ work_pomvj2ifwrbwjdcmiw5ube5dge 278 21 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 278 22 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 279 1 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 279 2 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 279 3 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 279 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 279 5 same same JJ work_pomvj2ifwrbwjdcmiw5ube5dge 279 6 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 279 7 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 279 8 answer answer VB work_pomvj2ifwrbwjdcmiw5ube5dge 279 9 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 279 10 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 279 11 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 279 12 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 279 13 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 279 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 279 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 279 16 indeed indeed RB work_pomvj2ifwrbwjdcmiw5ube5dge 279 17 outperform outperform JJ work_pomvj2ifwrbwjdcmiw5ube5dge 279 18 commercial commercial JJ work_pomvj2ifwrbwjdcmiw5ube5dge 279 19 sys- sys- NN work_pomvj2ifwrbwjdcmiw5ube5dge 279 20 tems tem NNS work_pomvj2ifwrbwjdcmiw5ube5dge 279 21 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 279 22 questions question NNS work_pomvj2ifwrbwjdcmiw5ube5dge 279 23 containing contain VBG work_pomvj2ifwrbwjdcmiw5ube5dge 279 24 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 279 25 than than IN work_pomvj2ifwrbwjdcmiw5ube5dge 279 26 four four CD work_pomvj2ifwrbwjdcmiw5ube5dge 279 27 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 279 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 280 1 While while IN work_pomvj2ifwrbwjdcmiw5ube5dge 280 2 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 280 3 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 4 experiments experiment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 280 5 focused focus VBD work_pomvj2ifwrbwjdcmiw5ube5dge 280 6 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 280 7 crosswords crossword NNS work_pomvj2ifwrbwjdcmiw5ube5dge 280 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 280 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 280 10 results result NNS work_pomvj2ifwrbwjdcmiw5ube5dge 280 11 suggest suggest VBP work_pomvj2ifwrbwjdcmiw5ube5dge 280 12 that that IN work_pomvj2ifwrbwjdcmiw5ube5dge 280 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 280 14 similar similar JJ work_pomvj2ifwrbwjdcmiw5ube5dge 280 15 embedding embedding NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 16 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 280 17 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 280 18 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 19 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 280 20 ultimately ultimately RB work_pomvj2ifwrbwjdcmiw5ube5dge 280 21 lead lead VB work_pomvj2ifwrbwjdcmiw5ube5dge 280 22 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 280 23 improved improved JJ work_pomvj2ifwrbwjdcmiw5ube5dge 280 24 output output NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 25 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 280 26 more more JJR work_pomvj2ifwrbwjdcmiw5ube5dge 280 27 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 280 28 QA qa NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 29 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 280 30 dialog dialog NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 31 systems system NNS work_pomvj2ifwrbwjdcmiw5ube5dge 280 32 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 280 33 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 280 34 formation formation NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 35 retrieval retrieval NN work_pomvj2ifwrbwjdcmiw5ube5dge 280 36 engines engine NNS work_pomvj2ifwrbwjdcmiw5ube5dge 280 37 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 280 38 general general JJ work_pomvj2ifwrbwjdcmiw5ube5dge 280 39 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 281 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 281 2 make make VBP work_pomvj2ifwrbwjdcmiw5ube5dge 281 3 all all DT work_pomvj2ifwrbwjdcmiw5ube5dge 281 4 code code NN work_pomvj2ifwrbwjdcmiw5ube5dge 281 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 281 6 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 281 7 data datum NNS work_pomvj2ifwrbwjdcmiw5ube5dge 281 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 281 9 evaluation evaluation NN work_pomvj2ifwrbwjdcmiw5ube5dge 281 10 sets set NNS work_pomvj2ifwrbwjdcmiw5ube5dge 281 11 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 281 12 both both DT work_pomvj2ifwrbwjdcmiw5ube5dge 281 13 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 281 14 our -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 281 15 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 281 16 tools tool NNS work_pomvj2ifwrbwjdcmiw5ube5dge 281 17 publicly publicly RB work_pomvj2ifwrbwjdcmiw5ube5dge 281 18 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 281 19 on- on- NN work_pomvj2ifwrbwjdcmiw5ube5dge 281 20 line line NN work_pomvj2ifwrbwjdcmiw5ube5dge 281 21 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 281 22 future future JJ work_pomvj2ifwrbwjdcmiw5ube5dge 281 23 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 281 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 282 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 282 2 particular particular JJ work_pomvj2ifwrbwjdcmiw5ube5dge 282 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 282 4 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 282 5 propose propose VBP work_pomvj2ifwrbwjdcmiw5ube5dge 282 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 282 7 reverse reverse JJ work_pomvj2ifwrbwjdcmiw5ube5dge 282 8 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 282 9 task task NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 10 as as IN work_pomvj2ifwrbwjdcmiw5ube5dge 282 11 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 282 12 comparatively comparatively RB work_pomvj2ifwrbwjdcmiw5ube5dge 282 13 general- general- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 282 14 purpose purpose NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 282 16 objective objective JJ work_pomvj2ifwrbwjdcmiw5ube5dge 282 17 way way NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 18 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 282 19 evaluating evaluate VBG work_pomvj2ifwrbwjdcmiw5ube5dge 282 20 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 282 21 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 282 22 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 282 23 compose compose VBP work_pomvj2ifwrbwjdcmiw5ube5dge 282 24 lexical lexical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 282 25 meaning meaning NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 26 into into IN work_pomvj2ifwrbwjdcmiw5ube5dge 282 27 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 28 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 282 29 sen- sen- NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 30 tence tence NN work_pomvj2ifwrbwjdcmiw5ube5dge 282 31 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 282 32 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 282 33 whether whether IN work_pomvj2ifwrbwjdcmiw5ube5dge 282 34 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 282 35 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 282 36 they -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 282 37 involve involve VBP work_pomvj2ifwrbwjdcmiw5ube5dge 282 38 training train VBG work_pomvj2ifwrbwjdcmiw5ube5dge 282 39 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 282 40 definitions definition NNS work_pomvj2ifwrbwjdcmiw5ube5dge 282 41 directly directly RB work_pomvj2ifwrbwjdcmiw5ube5dge 282 42 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 282 43 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 283 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 283 2 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 283 3 next next JJ work_pomvj2ifwrbwjdcmiw5ube5dge 283 4 stage stage NN work_pomvj2ifwrbwjdcmiw5ube5dge 283 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 283 6 this this DT work_pomvj2ifwrbwjdcmiw5ube5dge 283 7 research research NN work_pomvj2ifwrbwjdcmiw5ube5dge 283 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 283 9 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 283 10 will will MD work_pomvj2ifwrbwjdcmiw5ube5dge 283 11 ex- ex- XX work_pomvj2ifwrbwjdcmiw5ube5dge 283 12 plore plore VB work_pomvj2ifwrbwjdcmiw5ube5dge 283 13 ways way NNS work_pomvj2ifwrbwjdcmiw5ube5dge 283 14 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 283 15 enhance enhance VB work_pomvj2ifwrbwjdcmiw5ube5dge 283 16 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 283 17 NLMs nlm NNS work_pomvj2ifwrbwjdcmiw5ube5dge 283 18 described describe VBN work_pomvj2ifwrbwjdcmiw5ube5dge 283 19 here here RB work_pomvj2ifwrbwjdcmiw5ube5dge 283 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 283 21 especially especially RB work_pomvj2ifwrbwjdcmiw5ube5dge 283 22 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 283 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 283 24 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 283 25 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 283 26 answering answer VBG work_pomvj2ifwrbwjdcmiw5ube5dge 283 27 context context NN work_pomvj2ifwrbwjdcmiw5ube5dge 283 28 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 284 1 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 284 2 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 284 3 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 284 4 currently currently RB work_pomvj2ifwrbwjdcmiw5ube5dge 284 5 not not RB work_pomvj2ifwrbwjdcmiw5ube5dge 284 6 trained train VBN work_pomvj2ifwrbwjdcmiw5ube5dge 284 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 284 8 any any DT work_pomvj2ifwrbwjdcmiw5ube5dge 284 9 question- question- NN work_pomvj2ifwrbwjdcmiw5ube5dge 284 10 like like IN work_pomvj2ifwrbwjdcmiw5ube5dge 284 11 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 284 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 284 13 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 284 14 would would MD work_pomvj2ifwrbwjdcmiw5ube5dge 284 15 conceivably conceivably RB work_pomvj2ifwrbwjdcmiw5ube5dge 284 16 improve improve VB work_pomvj2ifwrbwjdcmiw5ube5dge 284 17 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 284 18 exposure exposure NN work_pomvj2ifwrbwjdcmiw5ube5dge 284 19 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 284 20 such such JJ work_pomvj2ifwrbwjdcmiw5ube5dge 284 21 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 284 22 forms form NNS work_pomvj2ifwrbwjdcmiw5ube5dge 284 23 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 285 1 We -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 285 2 would would MD work_pomvj2ifwrbwjdcmiw5ube5dge 285 3 also also RB work_pomvj2ifwrbwjdcmiw5ube5dge 285 4 like like VB work_pomvj2ifwrbwjdcmiw5ube5dge 285 5 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 285 6 understand understand VB work_pomvj2ifwrbwjdcmiw5ube5dge 285 7 better well JJR work_pomvj2ifwrbwjdcmiw5ube5dge 285 8 how how WRB work_pomvj2ifwrbwjdcmiw5ube5dge 285 9 BOW BOW NNP work_pomvj2ifwrbwjdcmiw5ube5dge 285 10 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 285 11 can can MD work_pomvj2ifwrbwjdcmiw5ube5dge 285 12 per- per- RB work_pomvj2ifwrbwjdcmiw5ube5dge 285 13 form form VB work_pomvj2ifwrbwjdcmiw5ube5dge 285 14 so so RB work_pomvj2ifwrbwjdcmiw5ube5dge 285 15 well well RB work_pomvj2ifwrbwjdcmiw5ube5dge 285 16 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 285 17 no no DT work_pomvj2ifwrbwjdcmiw5ube5dge 285 18 ‘ ' `` work_pomvj2ifwrbwjdcmiw5ube5dge 285 19 awareness awareness NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 20 ’ ' '' work_pomvj2ifwrbwjdcmiw5ube5dge 285 21 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 285 22 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 23 order order NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 285 25 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 285 26 whether whether IN work_pomvj2ifwrbwjdcmiw5ube5dge 285 27 there there EX work_pomvj2ifwrbwjdcmiw5ube5dge 285 28 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 285 29 specific specific JJ work_pomvj2ifwrbwjdcmiw5ube5dge 285 30 linguistic linguistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 285 31 contexts contexts NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 32 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 285 33 which which WDT work_pomvj2ifwrbwjdcmiw5ube5dge 285 34 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 285 35 like like IN work_pomvj2ifwrbwjdcmiw5ube5dge 285 36 RNNs rnn NNS work_pomvj2ifwrbwjdcmiw5ube5dge 285 37 or or CC work_pomvj2ifwrbwjdcmiw5ube5dge 285 38 others other NNS work_pomvj2ifwrbwjdcmiw5ube5dge 285 39 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 285 40 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 285 41 power power NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 42 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 285 43 encode encode VB work_pomvj2ifwrbwjdcmiw5ube5dge 285 44 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 45 order order NN work_pomvj2ifwrbwjdcmiw5ube5dge 285 46 are be VBP work_pomvj2ifwrbwjdcmiw5ube5dge 285 47 indeed indeed RB work_pomvj2ifwrbwjdcmiw5ube5dge 285 48 necessary necessary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 285 49 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 286 1 Finally finally RB work_pomvj2ifwrbwjdcmiw5ube5dge 286 2 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 286 3 we -PRON- PRP work_pomvj2ifwrbwjdcmiw5ube5dge 286 4 intend intend VBP work_pomvj2ifwrbwjdcmiw5ube5dge 286 5 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 286 6 explore explore VB work_pomvj2ifwrbwjdcmiw5ube5dge 286 7 ways way NNS work_pomvj2ifwrbwjdcmiw5ube5dge 286 8 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 286 9 endow endow VB work_pomvj2ifwrbwjdcmiw5ube5dge 286 10 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 286 11 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 286 12 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 286 13 richer rich JJR work_pomvj2ifwrbwjdcmiw5ube5dge 286 14 world world NN work_pomvj2ifwrbwjdcmiw5ube5dge 286 15 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 286 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 287 1 This this DT work_pomvj2ifwrbwjdcmiw5ube5dge 287 2 may may MD work_pomvj2ifwrbwjdcmiw5ube5dge 287 3 require require VB work_pomvj2ifwrbwjdcmiw5ube5dge 287 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 287 5 in- in- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 287 6 tegration tegration NN work_pomvj2ifwrbwjdcmiw5ube5dge 287 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 287 8 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 287 9 external external JJ work_pomvj2ifwrbwjdcmiw5ube5dge 287 10 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 287 11 module module NN work_pomvj2ifwrbwjdcmiw5ube5dge 287 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 287 13 similar similar JJ work_pomvj2ifwrbwjdcmiw5ube5dge 287 14 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 287 15 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 287 16 promising promise VBG work_pomvj2ifwrbwjdcmiw5ube5dge 287 17 approaches approach NNS work_pomvj2ifwrbwjdcmiw5ube5dge 287 18 proposed propose VBN work_pomvj2ifwrbwjdcmiw5ube5dge 287 19 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 287 20 several several JJ work_pomvj2ifwrbwjdcmiw5ube5dge 287 21 recent recent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 287 22 papers paper NNS work_pomvj2ifwrbwjdcmiw5ube5dge 287 23 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 287 24 Graves Graves NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 287 25 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 26 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 27 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 28 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 287 29 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 287 30 ; ; : work_pomvj2ifwrbwjdcmiw5ube5dge 287 31 Weston Weston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 32 et et NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 33 al al NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 34 . . NNP work_pomvj2ifwrbwjdcmiw5ube5dge 287 35 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 287 36 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 287 37 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 287 38 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 288 1 Acknowledgments acknowledgment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 288 2 KC KC NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 288 4 YB YB NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 5 acknowledge acknowledge VBP work_pomvj2ifwrbwjdcmiw5ube5dge 288 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 288 7 support support NN work_pomvj2ifwrbwjdcmiw5ube5dge 288 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 288 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 288 10 follow- follow- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 288 11 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 288 12 organizations organization NNS work_pomvj2ifwrbwjdcmiw5ube5dge 288 13 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 288 14 NSERC NSERC NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 288 16 Calcul Calcul NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 17 Québec Québec NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 18 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 288 19 Com- Com- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 20 pute pute NN work_pomvj2ifwrbwjdcmiw5ube5dge 288 21 Canada Canada NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 288 23 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 288 24 Canada Canada NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 25 Research Research NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 26 Chairs Chairs NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 288 27 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 288 28 CI- CI- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 288 29 28 28 CD work_pomvj2ifwrbwjdcmiw5ube5dge 288 30 FAR far RB work_pomvj2ifwrbwjdcmiw5ube5dge 288 31 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 289 1 FH FH NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 2 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 289 3 AK AK NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 4 were be VBD work_pomvj2ifwrbwjdcmiw5ube5dge 289 5 supported support VBN work_pomvj2ifwrbwjdcmiw5ube5dge 289 6 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 289 7 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 8 Faculty Faculty NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 9 Research Research NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 10 Award Award NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 289 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 289 13 AK AK NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 14 further further RB work_pomvj2ifwrbwjdcmiw5ube5dge 289 15 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 289 16 Google Google NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 17 Euro- Euro- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 18 pean pean JJ work_pomvj2ifwrbwjdcmiw5ube5dge 289 19 Fellowship Fellowship NNP work_pomvj2ifwrbwjdcmiw5ube5dge 289 20 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 290 1 References References NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 290 2 Dzmitry Dzmitry NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 3 Bahdanau Bahdanau NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 290 5 Kyunghyun Kyunghyun NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 6 Cho Cho NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 290 8 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 290 9 Yoshua Yoshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 10 Ben- Ben- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 11 gio gio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 290 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 291 1 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 291 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 292 1 Neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 292 2 machine machine NN work_pomvj2ifwrbwjdcmiw5ube5dge 292 3 translation translation NN work_pomvj2ifwrbwjdcmiw5ube5dge 292 4 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 292 5 jointly jointly RB work_pomvj2ifwrbwjdcmiw5ube5dge 292 6 learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 292 7 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 292 8 align align VB work_pomvj2ifwrbwjdcmiw5ube5dge 292 9 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 292 10 translate translate VB work_pomvj2ifwrbwjdcmiw5ube5dge 292 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 293 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 293 2 Proceeding Proceeding NNP work_pomvj2ifwrbwjdcmiw5ube5dge 293 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 293 4 ICLR ICLR NNP work_pomvj2ifwrbwjdcmiw5ube5dge 293 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 294 1 Yoshua Yoshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 294 2 Bengio Bengio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 294 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 294 4 Patrice Patrice NNP work_pomvj2ifwrbwjdcmiw5ube5dge 294 5 Simard Simard NNP work_pomvj2ifwrbwjdcmiw5ube5dge 294 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 294 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 294 8 Paolo Paolo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 294 9 Frasconi Frasconi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 294 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 295 1 1994 1994 CD work_pomvj2ifwrbwjdcmiw5ube5dge 295 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 296 1 Learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 296 2 long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 296 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 296 4 term term NN work_pomvj2ifwrbwjdcmiw5ube5dge 296 5 dependencies dependency NNS work_pomvj2ifwrbwjdcmiw5ube5dge 296 6 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 296 7 gradient gradient JJ work_pomvj2ifwrbwjdcmiw5ube5dge 296 8 descent descent NN work_pomvj2ifwrbwjdcmiw5ube5dge 296 9 is be VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 296 10 difficult difficult JJ work_pomvj2ifwrbwjdcmiw5ube5dge 296 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 297 1 Neural Neural NNP work_pomvj2ifwrbwjdcmiw5ube5dge 297 2 Networks Networks NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 297 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 297 4 IEEE IEEE NNP work_pomvj2ifwrbwjdcmiw5ube5dge 297 5 Transac- Transac- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 297 6 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 297 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 297 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 297 9 5(2):157–166 5(2):157–166 CD work_pomvj2ifwrbwjdcmiw5ube5dge 297 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 298 1 Jonathan Jonathan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 298 2 Berant Berant NNP work_pomvj2ifwrbwjdcmiw5ube5dge 298 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 298 4 Percy Percy NNP work_pomvj2ifwrbwjdcmiw5ube5dge 298 5 Liang Liang NNP work_pomvj2ifwrbwjdcmiw5ube5dge 298 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 299 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 299 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 300 1 Semantic semantic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 300 2 pars- pars- NN work_pomvj2ifwrbwjdcmiw5ube5dge 300 3 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 300 4 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 300 5 paraphrasing paraphrase VBG work_pomvj2ifwrbwjdcmiw5ube5dge 300 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 301 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 301 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 301 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 301 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 301 5 Associa- Associa- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 301 6 tion tion NN work_pomvj2ifwrbwjdcmiw5ube5dge 301 7 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 301 8 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 301 9 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 301 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 302 1 James James NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 2 Bergstra Bergstra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 4 Olivier Olivier NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 5 Breuleux Breuleux NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 7 Frédéric frédéric JJ work_pomvj2ifwrbwjdcmiw5ube5dge 302 8 Bastien Bastien NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 10 Pas- Pas- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 11 cal cal NN work_pomvj2ifwrbwjdcmiw5ube5dge 302 12 Lamblin Lamblin NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 14 Razvan Razvan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 15 Pascanu Pascanu NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 17 Guillaume Guillaume NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 18 Desjardins Desjardins NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 20 Joseph Joseph NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 21 Turian Turian NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 22 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 23 David David NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 24 Warde Warde NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 25 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 302 26 Farley Farley NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 27 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 302 28 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 302 29 Yoshua Yoshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 30 Ben- Ben- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 31 gio gio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 302 32 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 303 1 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 303 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 304 1 Theano Theano NNP work_pomvj2ifwrbwjdcmiw5ube5dge 304 2 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 304 3 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 304 4 CPU cpu NN work_pomvj2ifwrbwjdcmiw5ube5dge 304 5 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 304 6 GPU GPU NNP work_pomvj2ifwrbwjdcmiw5ube5dge 304 7 math math NN work_pomvj2ifwrbwjdcmiw5ube5dge 304 8 expression expression NN work_pomvj2ifwrbwjdcmiw5ube5dge 304 9 compiler compiler NN work_pomvj2ifwrbwjdcmiw5ube5dge 304 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 305 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 305 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 305 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 305 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 305 5 Python Python NNP work_pomvj2ifwrbwjdcmiw5ube5dge 305 6 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 305 7 Scientific Scientific NNP work_pomvj2ifwrbwjdcmiw5ube5dge 305 8 Computing Computing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 305 9 Conference Conference NNP work_pomvj2ifwrbwjdcmiw5ube5dge 305 10 ( ( -LRB- work_pomvj2ifwrbwjdcmiw5ube5dge 305 11 SciPy SciPy NNP work_pomvj2ifwrbwjdcmiw5ube5dge 305 12 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 305 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 306 1 Slaven Slaven NNP work_pomvj2ifwrbwjdcmiw5ube5dge 306 2 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 306 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 306 4 Timothy Timothy NNP work_pomvj2ifwrbwjdcmiw5ube5dge 306 5 Baldwin Baldwin NNP work_pomvj2ifwrbwjdcmiw5ube5dge 306 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 306 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 306 8 Hozumi Hozumi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 306 9 Tanaka Tanaka NNP work_pomvj2ifwrbwjdcmiw5ube5dge 306 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 307 1 2003 2003 CD work_pomvj2ifwrbwjdcmiw5ube5dge 307 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 308 1 Improving improve VBG work_pomvj2ifwrbwjdcmiw5ube5dge 308 2 dictionary dictionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 308 3 accessibility accessibility NN work_pomvj2ifwrbwjdcmiw5ube5dge 308 4 by by IN work_pomvj2ifwrbwjdcmiw5ube5dge 308 5 maximiz- maximiz- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 308 6 ing e VBG work_pomvj2ifwrbwjdcmiw5ube5dge 308 7 use use NN work_pomvj2ifwrbwjdcmiw5ube5dge 308 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 308 9 available available JJ work_pomvj2ifwrbwjdcmiw5ube5dge 308 10 knowledge knowledge NN work_pomvj2ifwrbwjdcmiw5ube5dge 308 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 309 1 Traitement Traitement NNP work_pomvj2ifwrbwjdcmiw5ube5dge 309 2 Automa- Automa- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 309 3 tique tique NN work_pomvj2ifwrbwjdcmiw5ube5dge 309 4 des des FW work_pomvj2ifwrbwjdcmiw5ube5dge 309 5 Langues Langues NNP work_pomvj2ifwrbwjdcmiw5ube5dge 309 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 309 7 44(2):199–224 44(2):199–224 CD work_pomvj2ifwrbwjdcmiw5ube5dge 309 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 310 1 Slaven Slaven NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 2 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 310 4 Wataru Wataru NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 5 Watanabe Watanabe NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 310 7 Taiichi Taiichi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 8 Hashimoto Hashimoto NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 310 10 Takenobu Takenobu NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 11 Tokunaga Tokunaga NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 310 13 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 310 14 Hozumi Hozumi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 15 Tanaka Tanaka NNP work_pomvj2ifwrbwjdcmiw5ube5dge 310 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 311 1 2004 2004 CD work_pomvj2ifwrbwjdcmiw5ube5dge 311 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 312 1 Dic- Dic- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 312 2 tionary tionary JJ work_pomvj2ifwrbwjdcmiw5ube5dge 312 3 search search NN work_pomvj2ifwrbwjdcmiw5ube5dge 312 4 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 312 5 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 312 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 312 7 target target NN work_pomvj2ifwrbwjdcmiw5ube5dge 312 8 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 312 9 description description NN work_pomvj2ifwrbwjdcmiw5ube5dge 312 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 313 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 313 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 313 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 313 4 NLP NLP NNP work_pomvj2ifwrbwjdcmiw5ube5dge 313 5 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 313 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 314 1 Antoine Antoine NNP work_pomvj2ifwrbwjdcmiw5ube5dge 314 2 Bordes Bordes NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 314 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 314 4 Sumit Sumit NNP work_pomvj2ifwrbwjdcmiw5ube5dge 314 5 Chopra Chopra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 314 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 314 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 314 8 Jason Jason NNP work_pomvj2ifwrbwjdcmiw5ube5dge 314 9 Weston Weston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 314 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 315 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 315 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 316 1 Question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 316 2 answering answer VBG work_pomvj2ifwrbwjdcmiw5ube5dge 316 3 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 316 4 subgraph subgraph JJ work_pomvj2ifwrbwjdcmiw5ube5dge 316 5 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 316 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 317 1 Pro- pro- NN work_pomvj2ifwrbwjdcmiw5ube5dge 317 2 ceedings ceeding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 317 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 317 4 EMNLP emnlp NN work_pomvj2ifwrbwjdcmiw5ube5dge 317 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 318 1 Antoine Antoine NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 2 Bordes Bordes NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 318 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 318 4 Nicolas Nicolas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 5 Usunier Usunier NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 318 7 Sumit Sumit NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 8 Chopra Chopra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 318 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 318 11 Jason Jason NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 12 Weston Weston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 318 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 319 1 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 319 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 320 1 Large large JJ work_pomvj2ifwrbwjdcmiw5ube5dge 320 2 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 320 3 scale scale NN work_pomvj2ifwrbwjdcmiw5ube5dge 320 4 simple simple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 320 5 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 320 6 answering answer VBG work_pomvj2ifwrbwjdcmiw5ube5dge 320 7 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 320 8 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 320 9 networks network NNS work_pomvj2ifwrbwjdcmiw5ube5dge 320 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 321 1 arXiv arXiv NNP work_pomvj2ifwrbwjdcmiw5ube5dge 321 2 preprint preprint NNP work_pomvj2ifwrbwjdcmiw5ube5dge 321 3 arXiv:1506.02075 arXiv:1506.02075 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 321 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 322 1 Sarath Sarath NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 2 Chandar Chandar NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 322 4 Stanislas Stanislas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 5 Lauly Lauly NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 322 7 Hugo Hugo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 8 Larochelle Larochelle NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 322 10 Mitesh Mitesh NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 11 Khapra Khapra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 12 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 322 13 Balaraman Balaraman NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 14 Ravindran Ravindran NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 15 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 322 16 Vikas Vikas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 17 C. C. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 18 Raykar Raykar NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 19 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 322 20 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 322 21 Amrita Amrita NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 22 Saha Saha NNP work_pomvj2ifwrbwjdcmiw5ube5dge 322 23 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 323 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 323 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 324 1 An an DT work_pomvj2ifwrbwjdcmiw5ube5dge 324 2 autoencoder autoencoder JJ work_pomvj2ifwrbwjdcmiw5ube5dge 324 3 ap- ap- NN work_pomvj2ifwrbwjdcmiw5ube5dge 324 4 proach proach NN work_pomvj2ifwrbwjdcmiw5ube5dge 324 5 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 324 6 learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 324 7 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 324 8 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 324 9 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 324 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 325 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 325 2 Advances advance NNS work_pomvj2ifwrbwjdcmiw5ube5dge 325 3 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 325 4 Neural Neural NNP work_pomvj2ifwrbwjdcmiw5ube5dge 325 5 Information Information NNP work_pomvj2ifwrbwjdcmiw5ube5dge 325 6 Processing Processing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 325 7 Systems Systems NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 325 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 325 9 pages page NNS work_pomvj2ifwrbwjdcmiw5ube5dge 325 10 1853–1861 1853–1861 CD work_pomvj2ifwrbwjdcmiw5ube5dge 325 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 326 1 Kyunghyun Kyunghyun NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 2 Cho Cho NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 326 4 Bart Bart NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 5 Van Van NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 6 Merriënboer merriënboer NN work_pomvj2ifwrbwjdcmiw5ube5dge 326 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 326 8 Caglar Caglar NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 9 Gul- Gul- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 10 cehre cehre NN work_pomvj2ifwrbwjdcmiw5ube5dge 326 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 326 12 Dzmitry Dzmitry NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 13 Bahdanau Bahdanau NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 326 15 Fethi Fethi NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 16 Bougares Bougares NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 326 18 Holger Holger NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 19 Schwenk Schwenk NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 20 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 326 21 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 326 22 Yoshua Yoshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 23 Bengio Bengio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 326 24 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 327 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 327 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 328 1 Learning learn VBG work_pomvj2ifwrbwjdcmiw5ube5dge 328 2 phrase phrase NN work_pomvj2ifwrbwjdcmiw5ube5dge 328 3 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 328 4 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 328 5 RNN RNN NNP work_pomvj2ifwrbwjdcmiw5ube5dge 328 6 encoder encoder NN work_pomvj2ifwrbwjdcmiw5ube5dge 328 7 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 328 8 decoder decoder NN work_pomvj2ifwrbwjdcmiw5ube5dge 328 9 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 328 10 statis- statis- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 328 11 tical tical JJ work_pomvj2ifwrbwjdcmiw5ube5dge 328 12 machine machine NN work_pomvj2ifwrbwjdcmiw5ube5dge 328 13 translation translation NN work_pomvj2ifwrbwjdcmiw5ube5dge 328 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 329 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 329 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 329 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 329 4 EMNLP EMNLP NNP work_pomvj2ifwrbwjdcmiw5ube5dge 329 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 330 1 Manaal Manaal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 2 Faruqui Faruqui NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 330 4 Jesse Jesse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 5 Dodge Dodge NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 330 7 Sujay Sujay NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 8 K. K. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 9 Jauhar Jauhar NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 330 11 Chris Chris NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 12 Dyer Dyer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 330 14 Eduard Eduard NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 15 Hovy Hovy NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 16 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 330 17 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 330 18 Noah Noah NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 19 A. A. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 20 Smith Smith NNP work_pomvj2ifwrbwjdcmiw5ube5dge 330 21 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 331 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 331 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 332 1 Retrofitting retrofit VBG work_pomvj2ifwrbwjdcmiw5ube5dge 332 2 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 332 3 vectors vector NNS work_pomvj2ifwrbwjdcmiw5ube5dge 332 4 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 332 5 semantic semantic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 332 6 lexicons lexicon NNS work_pomvj2ifwrbwjdcmiw5ube5dge 332 7 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 333 1 Pro- pro- NN work_pomvj2ifwrbwjdcmiw5ube5dge 333 2 ceedings ceeding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 333 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 333 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 333 5 North north JJ work_pomvj2ifwrbwjdcmiw5ube5dge 333 6 American American NNP work_pomvj2ifwrbwjdcmiw5ube5dge 333 7 Chapter Chapter NNP work_pomvj2ifwrbwjdcmiw5ube5dge 333 8 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 333 9 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 333 10 Asso- Asso- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 333 11 ciation ciation NN work_pomvj2ifwrbwjdcmiw5ube5dge 333 12 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 333 13 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 333 14 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 333 15 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 334 1 David David NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 2 Ferrucci Ferrucci NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 4 Eric Eric NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 5 Brown Brown NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 7 Jennifer Jennifer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 8 Chu Chu NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 9 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 334 10 Carroll Carroll NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 12 James James NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 13 Fan Fan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 15 David David NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 16 Gondek Gondek NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 17 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 18 Aditya Aditya NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 19 A. a. NN work_pomvj2ifwrbwjdcmiw5ube5dge 334 20 Kalyanpur Kalyanpur NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 21 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 22 Adam Adam NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 23 Lally Lally NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 24 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 25 J. J. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 26 William William NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 27 Murdock Murdock NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 28 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 29 Eric Eric NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 30 Nyberg Nyberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 31 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 32 John John NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 33 Prager Prager NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 34 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 35 Nico Nico NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 36 Schlaefer Schlaefer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 37 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 334 38 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 334 39 Chris Chris NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 40 Welty Welty NNP work_pomvj2ifwrbwjdcmiw5ube5dge 334 41 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 335 1 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 335 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 336 1 Building Building NNP work_pomvj2ifwrbwjdcmiw5ube5dge 336 2 Wat- Wat- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 336 3 son son NN work_pomvj2ifwrbwjdcmiw5ube5dge 336 4 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 336 5 An an DT work_pomvj2ifwrbwjdcmiw5ube5dge 336 6 overview overview NN work_pomvj2ifwrbwjdcmiw5ube5dge 336 7 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 336 8 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 336 9 DeepQA DeepQA NNP work_pomvj2ifwrbwjdcmiw5ube5dge 336 10 project project NN work_pomvj2ifwrbwjdcmiw5ube5dge 336 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 337 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 337 2 AI AI NNP work_pomvj2ifwrbwjdcmiw5ube5dge 337 3 mag- mag- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 337 4 azine azine NN work_pomvj2ifwrbwjdcmiw5ube5dge 337 5 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 337 6 volume volume NN work_pomvj2ifwrbwjdcmiw5ube5dge 337 7 31(3 31(3 CD work_pomvj2ifwrbwjdcmiw5ube5dge 337 8 ) ) -RRB- work_pomvj2ifwrbwjdcmiw5ube5dge 337 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 337 10 pages page VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 337 11 59–79 59–79 CD work_pomvj2ifwrbwjdcmiw5ube5dge 337 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 338 1 Matthew Matthew NNP work_pomvj2ifwrbwjdcmiw5ube5dge 338 2 L. L. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 338 3 Ginsberg Ginsberg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 338 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 339 1 2011 2011 CD work_pomvj2ifwrbwjdcmiw5ube5dge 339 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 340 1 Dr. Dr. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 341 1 FILL fill VB work_pomvj2ifwrbwjdcmiw5ube5dge 341 2 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 341 3 Crosswords crossword NNS work_pomvj2ifwrbwjdcmiw5ube5dge 341 4 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 341 5 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 341 6 implemented implement VBN work_pomvj2ifwrbwjdcmiw5ube5dge 341 7 solver solver NN work_pomvj2ifwrbwjdcmiw5ube5dge 341 8 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 341 9 singly singly RB work_pomvj2ifwrbwjdcmiw5ube5dge 341 10 weighted weight VBN work_pomvj2ifwrbwjdcmiw5ube5dge 341 11 CSPs csp NNS work_pomvj2ifwrbwjdcmiw5ube5dge 341 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 342 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 342 2 Journal Journal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 342 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 342 4 Artificial Artificial NNP work_pomvj2ifwrbwjdcmiw5ube5dge 342 5 Intelligence Intelligence NNP work_pomvj2ifwrbwjdcmiw5ube5dge 342 6 Research Research NNP work_pomvj2ifwrbwjdcmiw5ube5dge 342 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 342 8 pages page VBZ work_pomvj2ifwrbwjdcmiw5ube5dge 342 9 851 851 CD work_pomvj2ifwrbwjdcmiw5ube5dge 342 10 – – : work_pomvj2ifwrbwjdcmiw5ube5dge 342 11 886 886 CD work_pomvj2ifwrbwjdcmiw5ube5dge 342 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 343 1 Stephan Stephan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 343 2 Gouws Gouws NNP work_pomvj2ifwrbwjdcmiw5ube5dge 343 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 343 4 Yoshua Yoshua NNP work_pomvj2ifwrbwjdcmiw5ube5dge 343 5 Bengio Bengio NNP work_pomvj2ifwrbwjdcmiw5ube5dge 343 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 343 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 343 8 Greg Greg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 343 9 Corrado Corrado NNP work_pomvj2ifwrbwjdcmiw5ube5dge 343 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 344 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 344 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 345 1 BilBOWA bilbowa NN work_pomvj2ifwrbwjdcmiw5ube5dge 345 2 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 345 3 Fast fast JJ work_pomvj2ifwrbwjdcmiw5ube5dge 345 4 bilingual bilingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 345 5 distributed distribute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 345 6 represen- represen- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 345 7 tations tation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 345 8 without without IN work_pomvj2ifwrbwjdcmiw5ube5dge 345 9 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 345 10 alignments alignment NNS work_pomvj2ifwrbwjdcmiw5ube5dge 345 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 346 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 346 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 346 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 346 4 NIPS NIPS NNP work_pomvj2ifwrbwjdcmiw5ube5dge 346 5 Deep Deep NNP work_pomvj2ifwrbwjdcmiw5ube5dge 346 6 Learning Learning NNP work_pomvj2ifwrbwjdcmiw5ube5dge 346 7 Workshop Workshop NNP work_pomvj2ifwrbwjdcmiw5ube5dge 346 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 347 1 Alex Alex NNP work_pomvj2ifwrbwjdcmiw5ube5dge 347 2 Graves Graves NNP work_pomvj2ifwrbwjdcmiw5ube5dge 347 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 347 4 Greg Greg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 347 5 Wayne Wayne NNP work_pomvj2ifwrbwjdcmiw5ube5dge 347 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 347 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 347 8 Ivo Ivo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 347 9 Danihelka Danihelka NNP work_pomvj2ifwrbwjdcmiw5ube5dge 347 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 348 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 348 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 349 1 Neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 349 2 turing turing NN work_pomvj2ifwrbwjdcmiw5ube5dge 349 3 machines machine NNS work_pomvj2ifwrbwjdcmiw5ube5dge 349 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 350 1 arXiv arXiv NNP work_pomvj2ifwrbwjdcmiw5ube5dge 350 2 preprint preprint NN work_pomvj2ifwrbwjdcmiw5ube5dge 350 3 arXiv:1410.5401 arXiv:1410.5401 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 350 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 351 1 Karl Karl NNP work_pomvj2ifwrbwjdcmiw5ube5dge 351 2 Moritz Moritz NNP work_pomvj2ifwrbwjdcmiw5ube5dge 351 3 Hermann Hermann NNP work_pomvj2ifwrbwjdcmiw5ube5dge 351 4 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 351 5 Phil Phil NNP work_pomvj2ifwrbwjdcmiw5ube5dge 351 6 Blunsom Blunsom NNP work_pomvj2ifwrbwjdcmiw5ube5dge 351 7 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 352 1 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 352 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 353 1 Multi- Multi- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 353 2 lingual lingual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 353 3 distributed distribute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 353 4 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 353 5 without without IN work_pomvj2ifwrbwjdcmiw5ube5dge 353 6 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 353 7 align- align- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 353 8 ment ment NNP work_pomvj2ifwrbwjdcmiw5ube5dge 353 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 354 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 354 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 354 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 354 4 ICLR ICLR NNP work_pomvj2ifwrbwjdcmiw5ube5dge 354 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 355 1 Sepp Sepp NNP work_pomvj2ifwrbwjdcmiw5ube5dge 355 2 Hochreiter Hochreiter NNP work_pomvj2ifwrbwjdcmiw5ube5dge 355 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 355 4 Jürgen Jürgen NNP work_pomvj2ifwrbwjdcmiw5ube5dge 355 5 Schmidhuber Schmidhuber NNP work_pomvj2ifwrbwjdcmiw5ube5dge 355 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 356 1 1997 1997 CD work_pomvj2ifwrbwjdcmiw5ube5dge 356 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 357 1 Long long JJ work_pomvj2ifwrbwjdcmiw5ube5dge 357 2 short short JJ work_pomvj2ifwrbwjdcmiw5ube5dge 357 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 357 4 term term NN work_pomvj2ifwrbwjdcmiw5ube5dge 357 5 memory memory NN work_pomvj2ifwrbwjdcmiw5ube5dge 357 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 358 1 Neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 358 2 computation computation NN work_pomvj2ifwrbwjdcmiw5ube5dge 358 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 358 4 9(8):1735 9(8):1735 CD work_pomvj2ifwrbwjdcmiw5ube5dge 358 5 – – : work_pomvj2ifwrbwjdcmiw5ube5dge 358 6 1780 1780 CD work_pomvj2ifwrbwjdcmiw5ube5dge 358 7 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 359 1 Eric Eric NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 2 H. H. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 3 Huang Huang NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 359 5 Richard Richard NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 6 Socher Socher NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 359 8 Christopher Christopher NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 9 D. D. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 10 Manning Manning NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 359 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 359 13 Andrew Andrew NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 14 Y. Y. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 15 Ng Ng NNP work_pomvj2ifwrbwjdcmiw5ube5dge 359 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 360 1 2012 2012 CD work_pomvj2ifwrbwjdcmiw5ube5dge 360 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 361 1 Improving improve VBG work_pomvj2ifwrbwjdcmiw5ube5dge 361 2 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 361 3 representa- representa- NN work_pomvj2ifwrbwjdcmiw5ube5dge 361 4 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 361 5 via via IN work_pomvj2ifwrbwjdcmiw5ube5dge 361 6 global global JJ work_pomvj2ifwrbwjdcmiw5ube5dge 361 7 context context NN work_pomvj2ifwrbwjdcmiw5ube5dge 361 8 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 361 9 multiple multiple JJ work_pomvj2ifwrbwjdcmiw5ube5dge 361 10 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 361 11 prototypes prototype NNS work_pomvj2ifwrbwjdcmiw5ube5dge 361 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 362 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 362 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 362 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 362 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 362 5 Association Association NNP work_pomvj2ifwrbwjdcmiw5ube5dge 362 6 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 362 7 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 362 8 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 362 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 363 1 Mohit Mohit NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 2 Iyyer Iyyer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 363 4 Jordan Jordan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 5 Boyd Boyd NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 6 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 363 7 Graber Graber NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 363 9 Leonardo Leonardo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 10 Claudino Claudino NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 363 12 Richard Richard NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 13 Socher Socher NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 363 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 363 16 Hal Hal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 17 Daumé Daumé NNP work_pomvj2ifwrbwjdcmiw5ube5dge 363 18 III iii CD work_pomvj2ifwrbwjdcmiw5ube5dge 363 19 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 364 1 2014 2014 CD work_pomvj2ifwrbwjdcmiw5ube5dge 364 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 365 1 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 365 2 neu- neu- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 365 3 ral ral JJ work_pomvj2ifwrbwjdcmiw5ube5dge 365 4 network network NN work_pomvj2ifwrbwjdcmiw5ube5dge 365 5 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 365 6 factoid factoid JJ work_pomvj2ifwrbwjdcmiw5ube5dge 365 7 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 365 8 answering answer VBG work_pomvj2ifwrbwjdcmiw5ube5dge 365 9 over over IN work_pomvj2ifwrbwjdcmiw5ube5dge 365 10 para- para- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 365 11 graphs graphs NN work_pomvj2ifwrbwjdcmiw5ube5dge 365 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 366 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 366 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 366 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 366 4 EMNLP EMNLP NNP work_pomvj2ifwrbwjdcmiw5ube5dge 366 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 367 1 Mohit Mohit NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 2 Iyyer Iyyer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 367 4 Varun Varun NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 5 Manjunatha Manjunatha NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 367 7 Jordan Jordan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 8 Boyd Boyd NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 9 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 367 10 Graber Graber NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 11 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 367 12 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 367 13 Hal Hal NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 14 Daumé Daumé NNP work_pomvj2ifwrbwjdcmiw5ube5dge 367 15 III iii CD work_pomvj2ifwrbwjdcmiw5ube5dge 367 16 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 368 1 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 368 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 369 1 Deep deep RB work_pomvj2ifwrbwjdcmiw5ube5dge 369 2 unordered unordered JJ work_pomvj2ifwrbwjdcmiw5ube5dge 369 3 compo- compo- NN work_pomvj2ifwrbwjdcmiw5ube5dge 369 4 sition sition NN work_pomvj2ifwrbwjdcmiw5ube5dge 369 5 rivals rival NNS work_pomvj2ifwrbwjdcmiw5ube5dge 369 6 syntactic syntactic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 369 7 methods method NNS work_pomvj2ifwrbwjdcmiw5ube5dge 369 8 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 369 9 text text NN work_pomvj2ifwrbwjdcmiw5ube5dge 369 10 classification classification NN work_pomvj2ifwrbwjdcmiw5ube5dge 369 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 370 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 370 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 370 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 370 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 370 5 Association Association NNP work_pomvj2ifwrbwjdcmiw5ube5dge 370 6 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 370 7 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 370 8 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 370 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 371 1 Ryan Ryan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 2 Kiros Kiros NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 371 4 Ruslan Ruslan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 5 Salakhutdinov Salakhutdinov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 371 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 371 8 Richard Richard NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 9 S. S. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 10 Zemel Zemel NNP work_pomvj2ifwrbwjdcmiw5ube5dge 371 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 372 1 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 372 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 373 1 Unifying unify VBG work_pomvj2ifwrbwjdcmiw5ube5dge 373 2 visual visual JJ work_pomvj2ifwrbwjdcmiw5ube5dge 373 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 373 4 semantic semantic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 373 5 embeddings embedding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 373 6 with with IN work_pomvj2ifwrbwjdcmiw5ube5dge 373 7 multimodal multimodal NN work_pomvj2ifwrbwjdcmiw5ube5dge 373 8 neural neural JJ work_pomvj2ifwrbwjdcmiw5ube5dge 373 9 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 373 10 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 373 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 374 1 Transac- transac- IN work_pomvj2ifwrbwjdcmiw5ube5dge 374 2 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 374 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 374 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 374 5 Association Association NNP work_pomvj2ifwrbwjdcmiw5ube5dge 374 6 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 374 7 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 374 8 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 374 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 375 1 to to TO work_pomvj2ifwrbwjdcmiw5ube5dge 375 2 appear appear VB work_pomvj2ifwrbwjdcmiw5ube5dge 375 3 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 376 1 Alexandre Alexandre NNP work_pomvj2ifwrbwjdcmiw5ube5dge 376 2 Klementiev Klementiev NNP work_pomvj2ifwrbwjdcmiw5ube5dge 376 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 376 4 Ivan Ivan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 376 5 Titov Titov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 376 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 376 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 376 8 Binod Binod NNP work_pomvj2ifwrbwjdcmiw5ube5dge 376 9 Bhattarai Bhattarai NNP work_pomvj2ifwrbwjdcmiw5ube5dge 376 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 377 1 2012 2012 CD work_pomvj2ifwrbwjdcmiw5ube5dge 377 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 378 1 Inducing induce VBG work_pomvj2ifwrbwjdcmiw5ube5dge 378 2 crosslingual crosslingual NN work_pomvj2ifwrbwjdcmiw5ube5dge 378 3 distributed distribute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 378 4 representa- representa- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 378 5 tions tion NNS work_pomvj2ifwrbwjdcmiw5ube5dge 378 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 378 7 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 378 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 379 1 Proceedings proceeding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 379 2 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 379 3 COLING COLING NNP work_pomvj2ifwrbwjdcmiw5ube5dge 379 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 380 1 Geoffrey Geoffrey NNP work_pomvj2ifwrbwjdcmiw5ube5dge 380 2 Leech Leech NNP work_pomvj2ifwrbwjdcmiw5ube5dge 380 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 380 4 Roger Roger NNP work_pomvj2ifwrbwjdcmiw5ube5dge 380 5 Garside Garside NNP work_pomvj2ifwrbwjdcmiw5ube5dge 380 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 380 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 380 8 Michael Michael NNP work_pomvj2ifwrbwjdcmiw5ube5dge 380 9 Bryant Bryant NNP work_pomvj2ifwrbwjdcmiw5ube5dge 380 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 381 1 1994 1994 CD work_pomvj2ifwrbwjdcmiw5ube5dge 381 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 382 1 CLAWS4 claws4 LS work_pomvj2ifwrbwjdcmiw5ube5dge 382 2 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 382 3 The the DT work_pomvj2ifwrbwjdcmiw5ube5dge 382 4 tagging tagging NN work_pomvj2ifwrbwjdcmiw5ube5dge 382 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 382 6 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 382 7 British British NNP work_pomvj2ifwrbwjdcmiw5ube5dge 382 8 National National NNP work_pomvj2ifwrbwjdcmiw5ube5dge 382 9 Corpus Corpus NNP work_pomvj2ifwrbwjdcmiw5ube5dge 382 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 383 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 383 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 383 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 383 4 COLING COLING NNP work_pomvj2ifwrbwjdcmiw5ube5dge 383 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 384 1 Michael Michael NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 2 L. L. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 3 Littman Littman NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 384 5 Greg Greg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 6 A. A. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 7 Keim Keim NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 8 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 384 9 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 384 10 Noam Noam NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 11 Shazeer Shazeer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 384 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 385 1 2002 2002 CD work_pomvj2ifwrbwjdcmiw5ube5dge 385 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 386 1 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 386 2 probabilistic probabilistic JJ work_pomvj2ifwrbwjdcmiw5ube5dge 386 3 approach approach NN work_pomvj2ifwrbwjdcmiw5ube5dge 386 4 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 386 5 solving solve VBG work_pomvj2ifwrbwjdcmiw5ube5dge 386 6 crossword crossword NN work_pomvj2ifwrbwjdcmiw5ube5dge 386 7 puzzles puzzle NNS work_pomvj2ifwrbwjdcmiw5ube5dge 386 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 387 1 Artificial Artificial NNP work_pomvj2ifwrbwjdcmiw5ube5dge 387 2 Intelligence Intelligence NNP work_pomvj2ifwrbwjdcmiw5ube5dge 387 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 387 4 134(1):23–55 134(1):23–55 CD work_pomvj2ifwrbwjdcmiw5ube5dge 387 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 388 1 Tomas Tomas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 2 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 388 4 Martin Martin NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 5 Karafiát Karafiát NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 388 7 Lukas Lukas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 8 Burget Burget NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 388 10 Jan Jan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 11 Cer- Cer- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 12 nockỳ nockỳ NN work_pomvj2ifwrbwjdcmiw5ube5dge 388 13 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 388 14 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 388 15 Sanjeev Sanjeev NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 16 Khudanpur Khudanpur NNP work_pomvj2ifwrbwjdcmiw5ube5dge 388 17 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 389 1 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 389 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 390 1 Recurrent recurrent JJ work_pomvj2ifwrbwjdcmiw5ube5dge 390 2 neu- neu- NN work_pomvj2ifwrbwjdcmiw5ube5dge 390 3 29 29 CD work_pomvj2ifwrbwjdcmiw5ube5dge 390 4 ral ral JJ work_pomvj2ifwrbwjdcmiw5ube5dge 390 5 network network NN work_pomvj2ifwrbwjdcmiw5ube5dge 390 6 based base VBN work_pomvj2ifwrbwjdcmiw5ube5dge 390 7 language language NN work_pomvj2ifwrbwjdcmiw5ube5dge 390 8 model model NN work_pomvj2ifwrbwjdcmiw5ube5dge 390 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 391 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 391 2 Proceedings proceeding NNS work_pomvj2ifwrbwjdcmiw5ube5dge 391 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 391 4 INTERSPEECH INTERSPEECH NNP work_pomvj2ifwrbwjdcmiw5ube5dge 391 5 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 391 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 392 1 Tomas Tomas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 2 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 392 4 Ilya Ilya NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 5 Sutskever Sutskever NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 392 7 Kai Kai NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 8 Chen Chen NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 392 10 Greg Greg NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 11 S. S. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 12 Cor- Cor- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 13 rado rado NN work_pomvj2ifwrbwjdcmiw5ube5dge 392 14 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 392 15 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 392 16 Jeff Jeff NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 17 Dean Dean NNP work_pomvj2ifwrbwjdcmiw5ube5dge 392 18 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 393 1 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 393 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 394 1 Distributed distribute VBN work_pomvj2ifwrbwjdcmiw5ube5dge 394 2 representations representation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 394 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 394 4 words word NNS work_pomvj2ifwrbwjdcmiw5ube5dge 394 5 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 394 6 phrases phrase NNS work_pomvj2ifwrbwjdcmiw5ube5dge 394 7 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 394 8 their -PRON- PRP$ work_pomvj2ifwrbwjdcmiw5ube5dge 394 9 compositionality compositionality NN work_pomvj2ifwrbwjdcmiw5ube5dge 394 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 395 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 395 2 Advances advance NNS work_pomvj2ifwrbwjdcmiw5ube5dge 395 3 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 395 4 Neural Neural NNP work_pomvj2ifwrbwjdcmiw5ube5dge 395 5 Information Information NNP work_pomvj2ifwrbwjdcmiw5ube5dge 395 6 Processing Processing NNP work_pomvj2ifwrbwjdcmiw5ube5dge 395 7 Systems Systems NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 395 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 396 1 Jeff Jeff NNP work_pomvj2ifwrbwjdcmiw5ube5dge 396 2 Mitchell Mitchell NNP work_pomvj2ifwrbwjdcmiw5ube5dge 396 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 396 4 Mirella Mirella NNP work_pomvj2ifwrbwjdcmiw5ube5dge 396 5 Lapata Lapata NNP work_pomvj2ifwrbwjdcmiw5ube5dge 396 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 397 1 2010 2010 CD work_pomvj2ifwrbwjdcmiw5ube5dge 397 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 398 1 Composition composition NN work_pomvj2ifwrbwjdcmiw5ube5dge 398 2 in in IN work_pomvj2ifwrbwjdcmiw5ube5dge 398 3 distributional distributional JJ work_pomvj2ifwrbwjdcmiw5ube5dge 398 4 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 398 5 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 398 6 semantics semantic NNS work_pomvj2ifwrbwjdcmiw5ube5dge 398 7 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 399 1 Cognitive Cognitive NNP work_pomvj2ifwrbwjdcmiw5ube5dge 399 2 Science Science NNP work_pomvj2ifwrbwjdcmiw5ube5dge 399 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 399 4 34(8):1388–1429 34(8):1388–1429 CD work_pomvj2ifwrbwjdcmiw5ube5dge 399 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 400 1 Diego Diego NNP work_pomvj2ifwrbwjdcmiw5ube5dge 400 2 Mollá Mollá NNP work_pomvj2ifwrbwjdcmiw5ube5dge 400 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 400 4 José José NNP work_pomvj2ifwrbwjdcmiw5ube5dge 400 5 Luis Luis NNP work_pomvj2ifwrbwjdcmiw5ube5dge 400 6 Vicedo Vicedo NNP work_pomvj2ifwrbwjdcmiw5ube5dge 400 7 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 401 1 2007 2007 CD work_pomvj2ifwrbwjdcmiw5ube5dge 401 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 402 1 Question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 402 2 an- an- CC work_pomvj2ifwrbwjdcmiw5ube5dge 402 3 swering swere VBG work_pomvj2ifwrbwjdcmiw5ube5dge 402 4 in in RP work_pomvj2ifwrbwjdcmiw5ube5dge 402 5 restricted restricted JJ work_pomvj2ifwrbwjdcmiw5ube5dge 402 6 domains domain NNS work_pomvj2ifwrbwjdcmiw5ube5dge 402 7 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 402 8 An an DT work_pomvj2ifwrbwjdcmiw5ube5dge 402 9 overview overview NN work_pomvj2ifwrbwjdcmiw5ube5dge 402 10 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 403 1 Compu- Compu- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 403 2 tational tational JJ work_pomvj2ifwrbwjdcmiw5ube5dge 403 3 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 403 4 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 403 5 33(1):41–61 33(1):41–61 CD work_pomvj2ifwrbwjdcmiw5ube5dge 403 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 404 1 Ryan Ryan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 2 Shaw Shaw NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 404 4 Anindya Anindya NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 5 Datta Datta NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 404 7 Debra Debra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 8 VanderMeer VanderMeer NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 404 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 404 11 Kaushik Kaushik NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 12 Dutta Dutta NNP work_pomvj2ifwrbwjdcmiw5ube5dge 404 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 405 1 2013 2013 CD work_pomvj2ifwrbwjdcmiw5ube5dge 405 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 406 1 Building build VBG work_pomvj2ifwrbwjdcmiw5ube5dge 406 2 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 406 3 scalable scalable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 406 4 database- database- NN work_pomvj2ifwrbwjdcmiw5ube5dge 406 5 driven drive VBN work_pomvj2ifwrbwjdcmiw5ube5dge 406 6 reverse reverse NNP work_pomvj2ifwrbwjdcmiw5ube5dge 406 7 dictionary dictionary NNP work_pomvj2ifwrbwjdcmiw5ube5dge 406 8 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 407 1 Knowledge Knowledge NNP work_pomvj2ifwrbwjdcmiw5ube5dge 407 2 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 407 3 Data Data NNP work_pomvj2ifwrbwjdcmiw5ube5dge 407 4 Engi- Engi- NNP work_pomvj2ifwrbwjdcmiw5ube5dge 407 5 neering neering NN work_pomvj2ifwrbwjdcmiw5ube5dge 407 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 407 7 IEEE IEEE NNP work_pomvj2ifwrbwjdcmiw5ube5dge 407 8 Transactions transaction NNS work_pomvj2ifwrbwjdcmiw5ube5dge 407 9 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 407 10 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 407 11 25(3):528–540 25(3):528–540 CD work_pomvj2ifwrbwjdcmiw5ube5dge 407 12 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 408 1 Ivan Ivan NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 2 Vulic Vulic NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 408 4 Wim Wim NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 5 De De NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 6 Smet Smet NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 7 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 408 8 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 408 9 Marie Marie NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 10 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 408 11 Francine Francine NNP work_pomvj2ifwrbwjdcmiw5ube5dge 408 12 Moens Moens NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 408 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 409 1 2011 2011 CD work_pomvj2ifwrbwjdcmiw5ube5dge 409 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 410 1 Identifying identify VBG work_pomvj2ifwrbwjdcmiw5ube5dge 410 2 word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 410 3 translations translation NNS work_pomvj2ifwrbwjdcmiw5ube5dge 410 4 from from IN work_pomvj2ifwrbwjdcmiw5ube5dge 410 5 comparable comparable JJ work_pomvj2ifwrbwjdcmiw5ube5dge 410 6 corpora corpora NN work_pomvj2ifwrbwjdcmiw5ube5dge 410 7 using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 410 8 latent latent NN work_pomvj2ifwrbwjdcmiw5ube5dge 410 9 topic topic NN work_pomvj2ifwrbwjdcmiw5ube5dge 410 10 models model NNS work_pomvj2ifwrbwjdcmiw5ube5dge 410 11 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 411 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 411 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 411 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 411 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 411 5 Association Association NNP work_pomvj2ifwrbwjdcmiw5ube5dge 411 6 for for IN work_pomvj2ifwrbwjdcmiw5ube5dge 411 7 Computational Computational NNP work_pomvj2ifwrbwjdcmiw5ube5dge 411 8 Linguistics Linguistics NNP work_pomvj2ifwrbwjdcmiw5ube5dge 411 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 412 1 Jason Jason NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 2 Weston Weston NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 3 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 412 4 Antoine Antoine NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 5 Bordes Bordes NNPS work_pomvj2ifwrbwjdcmiw5ube5dge 412 6 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 412 7 Sumit Sumit NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 8 Chopra Chopra NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 9 , , , work_pomvj2ifwrbwjdcmiw5ube5dge 412 10 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 412 11 Tomas Tomas NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 12 Mikolov Mikolov NNP work_pomvj2ifwrbwjdcmiw5ube5dge 412 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 413 1 2015 2015 CD work_pomvj2ifwrbwjdcmiw5ube5dge 413 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 414 1 Towards towards IN work_pomvj2ifwrbwjdcmiw5ube5dge 414 2 AI ai NN work_pomvj2ifwrbwjdcmiw5ube5dge 414 3 - - HYPH work_pomvj2ifwrbwjdcmiw5ube5dge 414 4 complete complete JJ work_pomvj2ifwrbwjdcmiw5ube5dge 414 5 question question NN work_pomvj2ifwrbwjdcmiw5ube5dge 414 6 answering answering NN work_pomvj2ifwrbwjdcmiw5ube5dge 414 7 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 414 8 A a DT work_pomvj2ifwrbwjdcmiw5ube5dge 414 9 set set NN work_pomvj2ifwrbwjdcmiw5ube5dge 414 10 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 414 11 prerequisite prerequisite JJ work_pomvj2ifwrbwjdcmiw5ube5dge 414 12 toy toy NN work_pomvj2ifwrbwjdcmiw5ube5dge 414 13 tasks task NNS work_pomvj2ifwrbwjdcmiw5ube5dge 414 14 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 415 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 415 2 arXiv arXiv NNP work_pomvj2ifwrbwjdcmiw5ube5dge 415 3 preprint preprint NN work_pomvj2ifwrbwjdcmiw5ube5dge 415 4 arXiv:1502.05698 arxiv:1502.05698 NN work_pomvj2ifwrbwjdcmiw5ube5dge 415 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 416 1 Matthew Matthew NNP work_pomvj2ifwrbwjdcmiw5ube5dge 416 2 D. D. NNP work_pomvj2ifwrbwjdcmiw5ube5dge 416 3 Zeiler Zeiler NNP work_pomvj2ifwrbwjdcmiw5ube5dge 416 4 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 417 1 2012 2012 CD work_pomvj2ifwrbwjdcmiw5ube5dge 417 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 418 1 Adadelta Adadelta NNP work_pomvj2ifwrbwjdcmiw5ube5dge 418 2 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 418 3 An an DT work_pomvj2ifwrbwjdcmiw5ube5dge 418 4 adaptive adaptive JJ work_pomvj2ifwrbwjdcmiw5ube5dge 418 5 learn- learn- JJ work_pomvj2ifwrbwjdcmiw5ube5dge 418 6 ing ing NN work_pomvj2ifwrbwjdcmiw5ube5dge 418 7 rate rate NN work_pomvj2ifwrbwjdcmiw5ube5dge 418 8 method method NN work_pomvj2ifwrbwjdcmiw5ube5dge 418 9 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 419 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 419 2 arXiv arXiv NNP work_pomvj2ifwrbwjdcmiw5ube5dge 419 3 preprint preprint NN work_pomvj2ifwrbwjdcmiw5ube5dge 419 4 arXiv:1212.5701 arXiv:1212.5701 NNP work_pomvj2ifwrbwjdcmiw5ube5dge 419 5 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 420 1 Michael Michael NNP work_pomvj2ifwrbwjdcmiw5ube5dge 420 2 Zock Zock NNP work_pomvj2ifwrbwjdcmiw5ube5dge 420 3 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 420 4 Slaven Slaven NNP work_pomvj2ifwrbwjdcmiw5ube5dge 420 5 Bilac Bilac NNP work_pomvj2ifwrbwjdcmiw5ube5dge 420 6 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 421 1 2004 2004 CD work_pomvj2ifwrbwjdcmiw5ube5dge 421 2 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 422 1 Word word NN work_pomvj2ifwrbwjdcmiw5ube5dge 422 2 lookup lookup NN work_pomvj2ifwrbwjdcmiw5ube5dge 422 3 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 422 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 422 5 basis basis NN work_pomvj2ifwrbwjdcmiw5ube5dge 422 6 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 422 7 associations association NNS work_pomvj2ifwrbwjdcmiw5ube5dge 422 8 : : : work_pomvj2ifwrbwjdcmiw5ube5dge 422 9 From from IN work_pomvj2ifwrbwjdcmiw5ube5dge 422 10 an an DT work_pomvj2ifwrbwjdcmiw5ube5dge 422 11 idea idea NN work_pomvj2ifwrbwjdcmiw5ube5dge 422 12 to to IN work_pomvj2ifwrbwjdcmiw5ube5dge 422 13 a a DT work_pomvj2ifwrbwjdcmiw5ube5dge 422 14 roadmap roadmap NNP work_pomvj2ifwrbwjdcmiw5ube5dge 422 15 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 423 1 In in IN work_pomvj2ifwrbwjdcmiw5ube5dge 423 2 Proceedings Proceedings NNP work_pomvj2ifwrbwjdcmiw5ube5dge 423 3 of of IN work_pomvj2ifwrbwjdcmiw5ube5dge 423 4 the the DT work_pomvj2ifwrbwjdcmiw5ube5dge 423 5 ACL ACL NNP work_pomvj2ifwrbwjdcmiw5ube5dge 423 6 Workshop Workshop NNP work_pomvj2ifwrbwjdcmiw5ube5dge 423 7 on on IN work_pomvj2ifwrbwjdcmiw5ube5dge 423 8 Enhancing enhance VBG work_pomvj2ifwrbwjdcmiw5ube5dge 423 9 and and CC work_pomvj2ifwrbwjdcmiw5ube5dge 423 10 Using use VBG work_pomvj2ifwrbwjdcmiw5ube5dge 423 11 Electronic Electronic NNP work_pomvj2ifwrbwjdcmiw5ube5dge 423 12 Dictionaries dictionary NNS work_pomvj2ifwrbwjdcmiw5ube5dge 423 13 . . . work_pomvj2ifwrbwjdcmiw5ube5dge 424 1 30 30 CD