id sid tid token lemma pos 03-plumb-humanities 1 1 Chapter chapter NN 03-plumb-humanities 1 2 3 3 CD 03-plumb-humanities 1 3 Humanities Humanities NNPS 03-plumb-humanities 1 4 and and CC 03-plumb-humanities 1 5 Social Social NNP 03-plumb-humanities 1 6 Science Science NNP 03-plumb-humanities 1 7 Reading read VBG 03-plumb-humanities 1 8 through through IN 03-plumb-humanities 1 9 Machine Machine NNP 03-plumb-humanities 1 10 Learning Learning NNP 03-plumb-humanities 1 11 Marisa Marisa NNP 03-plumb-humanities 1 12 Plumb Plumb NNP 03-plumb-humanities 1 13 San San NNP 03-plumb-humanities 1 14 Jose Jose NNP 03-plumb-humanities 1 15 State State NNP 03-plumb-humanities 1 16 University University NNP 03-plumb-humanities 1 17 Introduction Introduction NNP 03-plumb-humanities 1 18 The the DT 03-plumb-humanities 1 19 purposes purpose NNS 03-plumb-humanities 1 20 of of IN 03-plumb-humanities 1 21 computational computational JJ 03-plumb-humanities 1 22 literary literary JJ 03-plumb-humanities 1 23 studies study NNS 03-plumb-humanities 1 24 have have VBP 03-plumb-humanities 1 25 evolved evolve VBN 03-plumb-humanities 1 26 and and CC 03-plumb-humanities 1 27 diversified diversify VBD 03-plumb-humanities 1 28 a a DT 03-plumb-humanities 1 29 great great JJ 03-plumb-humanities 1 30 deal deal NN 03-plumb-humanities 1 31 over over IN 03-plumb-humanities 1 32 the the DT 03-plumb-humanities 1 33 last last JJ 03-plumb-humanities 1 34 half half JJ 03-plumb-humanities 1 35 century century NN 03-plumb-humanities 1 36 . . . 03-plumb-humanities 2 1 Within within IN 03-plumb-humanities 2 2 this this DT 03-plumb-humanities 2 3 dynamic dynamic JJ 03-plumb-humanities 2 4 and and CC 03-plumb-humanities 2 5 often often RB 03-plumb-humanities 2 6 contentious contentious JJ 03-plumb-humanities 2 7 space space NN 03-plumb-humanities 2 8 , , , 03-plumb-humanities 2 9 a a DT 03-plumb-humanities 2 10 set set NN 03-plumb-humanities 2 11 of of IN 03-plumb-humanities 2 12 fundamental fundamental JJ 03-plumb-humanities 2 13 ques- ques- NN 03-plumb-humanities 2 14 tions tion NNS 03-plumb-humanities 2 15 deserve deserve VBP 03-plumb-humanities 2 16 our -PRON- PRP$ 03-plumb-humanities 2 17 collective collective JJ 03-plumb-humanities 2 18 attention attention NN 03-plumb-humanities 2 19 : : : 03-plumb-humanities 2 20 does do VBZ 03-plumb-humanities 2 21 the the DT 03-plumb-humanities 2 22 computation computation NN 03-plumb-humanities 2 23 and and CC 03-plumb-humanities 2 24 digitization digitization NN 03-plumb-humanities 2 25 of of IN 03-plumb-humanities 2 26 language language NN 03-plumb-humanities 2 27 recast recast VB 03-plumb-humanities 2 28 the the DT 03-plumb-humanities 2 29 ways way NNS 03-plumb-humanities 2 30 we -PRON- PRP 03-plumb-humanities 2 31 read read VBP 03-plumb-humanities 2 32 , , , 03-plumb-humanities 2 33 value value NN 03-plumb-humanities 2 34 , , , 03-plumb-humanities 2 35 and and CC 03-plumb-humanities 2 36 receive receive VB 03-plumb-humanities 2 37 words word NNS 03-plumb-humanities 2 38 ? ? . 03-plumb-humanities 3 1 In in IN 03-plumb-humanities 3 2 what what WDT 03-plumb-humanities 3 3 ways way NNS 03-plumb-humanities 3 4 can can MD 03-plumb-humanities 3 5 research research VB 03-plumb-humanities 3 6 and and CC 03-plumb-humanities 3 7 scholarship scholarship VB 03-plumb-humanities 3 8 on on IN 03-plumb-humanities 3 9 lit- lit- NNS 03-plumb-humanities 3 10 erature erature NN 03-plumb-humanities 3 11 become become VB 03-plumb-humanities 3 12 a a DT 03-plumb-humanities 3 13 more more RBR 03-plumb-humanities 3 14 meaningful meaningful JJ 03-plumb-humanities 3 15 part part NN 03-plumb-humanities 3 16 of of IN 03-plumb-humanities 3 17 the the DT 03-plumb-humanities 3 18 future future JJ 03-plumb-humanities 3 19 development development NN 03-plumb-humanities 3 20 of of IN 03-plumb-humanities 3 21 computer computer NN 03-plumb-humanities 3 22 systems system NNS 03-plumb-humanities 3 23 ? ? . 03-plumb-humanities 4 1 As as IN 03-plumb-humanities 4 2 the the DT 03-plumb-humanities 4 3 theory theory NN 03-plumb-humanities 4 4 and and CC 03-plumb-humanities 4 5 practice practice NN 03-plumb-humanities 4 6 of of IN 03-plumb-humanities 4 7 computational computational JJ 03-plumb-humanities 4 8 literary literary JJ 03-plumb-humanities 4 9 studies study NNS 03-plumb-humanities 4 10 evolve evolve VB 03-plumb-humanities 4 11 , , , 03-plumb-humanities 4 12 their -PRON- PRP$ 03-plumb-humanities 4 13 potential potential NN 03-plumb-humanities 4 14 to to TO 03-plumb-humanities 4 15 play play VB 03-plumb-humanities 4 16 a a DT 03-plumb-humanities 4 17 direct direct JJ 03-plumb-humanities 4 18 role role NN 03-plumb-humanities 4 19 in in IN 03-plumb-humanities 4 20 revising revise VBG 03-plumb-humanities 4 21 historical historical JJ 03-plumb-humanities 4 22 narratives narrative NNS 03-plumb-humanities 4 23 and and CC 03-plumb-humanities 4 24 framing frame VBG 03-plumb-humanities 4 25 new new JJ 03-plumb-humanities 4 26 research research NN 03-plumb-humanities 4 27 questions question NNS 03-plumb-humanities 4 28 poses pose VBZ 03-plumb-humanities 4 29 cross cross JJ 03-plumb-humanities 4 30 - - JJ 03-plumb-humanities 4 31 disciplinary disciplinary JJ 03-plumb-humanities 4 32 implications implication NNS 03-plumb-humanities 4 33 . . . 03-plumb-humanities 5 1 It -PRON- PRP 03-plumb-humanities 5 2 ’s ’ VBZ 03-plumb-humanities 5 3 worthwhile worthwhile JJ 03-plumb-humanities 5 4 to to TO 03-plumb-humanities 5 5 anchor anchor VB 03-plumb-humanities 5 6 these these DT 03-plumb-humanities 5 7 questions question NNS 03-plumb-humanities 5 8 in in IN 03-plumb-humanities 5 9 the the DT 03-plumb-humanities 5 10 origin origin NN 03-plumb-humanities 5 11 stories story NNS 03-plumb-humanities 5 12 that that WDT 03-plumb-humanities 5 13 today today NN 03-plumb-humanities 5 14 ’s ’s , 03-plumb-humanities 5 15 digital digital JJ 03-plumb-humanities 5 16 humanists humanist NNS 03-plumb-humanities 5 17 tell tell VB 03-plumb-humanities 5 18 , , , 03-plumb-humanities 5 19 from from IN 03-plumb-humanities 5 20 the the DT 03-plumb-humanities 5 21 work work NN 03-plumb-humanities 5 22 of of IN 03-plumb-humanities 5 23 Josephine Josephine NNP 03-plumb-humanities 5 24 Miles Miles NNP 03-plumb-humanities 5 25 at at IN 03-plumb-humanities 5 26 Berkeley Berkeley NNP 03-plumb-humanities 5 27 in in IN 03-plumb-humanities 5 28 the the DT 03-plumb-humanities 5 29 1930s 1930 NNS 03-plumb-humanities 5 30 ( ( -LRB- 03-plumb-humanities 5 31 Buurma Buurma NNP 03-plumb-humanities 5 32 and and CC 03-plumb-humanities 5 33 Heffernan Heffernan NNP 03-plumb-humanities 5 34 2018 2018 CD 03-plumb-humanities 5 35 ) ) -RRB- 03-plumb-humanities 5 36 to to IN 03-plumb-humanities 5 37 Roberto Roberto NNP 03-plumb-humanities 5 38 Busa Busa NNP 03-plumb-humanities 5 39 ’s ’s POS 03-plumb-humanities 5 40 work work NN 03-plumb-humanities 5 41 in in IN 03-plumb-humanities 5 42 the the DT 03-plumb-humanities 5 43 1940s 1940 NNS 03-plumb-humanities 5 44 to to TO 03-plumb-humanities 5 45 work work VB 03-plumb-humanities 5 46 that that DT 03-plumb-humanities 5 47 links link VBZ 03-plumb-humanities 5 48 Structuralism Structuralism NNP 03-plumb-humanities 5 49 and and CC 03-plumb-humanities 5 50 Russian Russian NNP 03-plumb-humanities 5 51 Formalism Formalism NNP 03-plumb-humanities 5 52 at at IN 03-plumb-humanities 5 53 the the DT 03-plumb-humanities 5 54 turn turn NN 03-plumb-humanities 5 55 of of IN 03-plumb-humanities 5 56 the the DT 03-plumb-humanities 5 57 19th 19th JJ 03-plumb-humanities 5 58 century century NN 03-plumb-humanities 5 59 ( ( -LRB- 03-plumb-humanities 5 60 Algee Algee NNP 03-plumb-humanities 5 61 - - HYPH 03-plumb-humanities 5 62 Hewitt Hewitt NNP 03-plumb-humanities 5 63 2015 2015 CD 03-plumb-humanities 5 64 ) ) -RRB- 03-plumb-humanities 5 65 to to IN 03-plumb-humanities 5 66 today today NN 03-plumb-humanities 5 67 ’s ’s POS 03-plumb-humanities 5 68 systemized systemized JJ 03-plumb-humanities 5 69 explorations exploration NNS 03-plumb-humanities 5 70 of of IN 03-plumb-humanities 5 71 texts text NNS 03-plumb-humanities 5 72 . . . 03-plumb-humanities 6 1 The the DT 03-plumb-humanities 6 2 sciences science NNS 03-plumb-humanities 6 3 and and CC 03-plumb-humanities 6 4 humanities humanity NNS 03-plumb-humanities 6 5 have have VBP 03-plumb-humanities 6 6 a a DT 03-plumb-humanities 6 7 shared share VBN 03-plumb-humanities 6 8 history history NN 03-plumb-humanities 6 9 in in IN 03-plumb-humanities 6 10 their -PRON- PRP$ 03-plumb-humanities 6 11 desire desire NN 03-plumb-humanities 6 12 to to TO 03-plumb-humanities 6 13 solve solve VB 03-plumb-humanities 6 14 the the DT 03-plumb-humanities 6 15 patterns pattern NNS 03-plumb-humanities 6 16 and and CC 03-plumb-humanities 6 17 systems system NNS 03-plumb-humanities 6 18 that that WDT 03-plumb-humanities 6 19 make make VBP 03-plumb-humanities 6 20 language language NN 03-plumb-humanities 6 21 functional functional JJ 03-plumb-humanities 6 22 and and CC 03-plumb-humanities 6 23 impactful impactful JJ 03-plumb-humanities 6 24 , , , 03-plumb-humanities 6 25 and and CC 03-plumb-humanities 6 26 there there EX 03-plumb-humanities 6 27 have have VBP 03-plumb-humanities 6 28 long long RB 03-plumb-humanities 6 29 been be VBN 03-plumb-humanities 6 30 linguistic linguistic JJ 03-plumb-humanities 6 31 and and CC 03-plumb-humanities 6 32 computational computational JJ 03-plumb-humanities 6 33 tools tool NNS 03-plumb-humanities 6 34 that that WDT 03-plumb-humanities 6 35 help help VBP 03-plumb-humanities 6 36 advance advance VB 03-plumb-humanities 6 37 this this DT 03-plumb-humanities 6 38 work work NN 03-plumb-humanities 6 39 . . . 03-plumb-humanities 7 1 What what WP 03-plumb-humanities 7 2 ’s ’ VBZ 03-plumb-humanities 7 3 more more RBR 03-plumb-humanities 7 4 challenging challenging JJ 03-plumb-humanities 7 5 to to IN 03-plumb-humanities 7 6 unravel unravel VB 03-plumb-humanities 7 7 and and CC 03-plumb-humanities 7 8 articulate articulate VB 03-plumb-humanities 7 9 from from IN 03-plumb-humanities 7 10 these these DT 03-plumb-humanities 7 11 origin origin NN 03-plumb-humanities 7 12 stories story NNS 03-plumb-humanities 7 13 are be VBP 03-plumb-humanities 7 14 the the DT 03-plumb-humanities 7 15 mathematical mathematical JJ 03-plumb-humanities 7 16 concepts concept NNS 03-plumb-humanities 7 17 behind behind IN 03-plumb-humanities 7 18 the the DT 03-plumb-humanities 7 19 tools tool NNS 03-plumb-humanities 7 20 that that WDT 03-plumb-humanities 7 21 humanists humanist VBZ 03-plumb-humanities 7 22 wield wield VBP 03-plumb-humanities 7 23 . . . 03-plumb-humanities 8 1 Ideally ideally RB 03-plumb-humanities 8 2 one one PRP 03-plumb-humanities 8 3 would would MD 03-plumb-humanities 8 4 navigate navigate VB 03-plumb-humanities 8 5 this this DT 03-plumb-humanities 8 6 historical historical JJ 03-plumb-humanities 8 7 landscape landscape NN 03-plumb-humanities 8 8 when when WRB 03-plumb-humanities 8 9 assessing assess VBG 03-plumb-humanities 8 10 the the DT 03-plumb-humanities 8 11 fitness fitness NN 03-plumb-humanities 8 12 of of IN 03-plumb-humanities 8 13 any any DT 03-plumb-humanities 8 14 given give VBN 03-plumb-humanities 8 15 computational computational JJ 03-plumb-humanities 8 16 technique technique NN 03-plumb-humanities 8 17 for for IN 03-plumb-humanities 8 18 addressing address VBG 03-plumb-humanities 8 19 a a DT 03-plumb-humanities 8 20 specific specific JJ 03-plumb-humanities 8 21 humanities humanity NNS 03-plumb-humanities 8 22 research research NN 03-plumb-humanities 8 23 question question NN 03-plumb-humanities 8 24 , , , 03-plumb-humanities 8 25 but but CC 03-plumb-humanities 8 26 often often RB 03-plumb-humanities 8 27 researchers researcher NNS 03-plumb-humanities 8 28 choose choose VBP 03-plumb-humanities 8 29 29 29 CD 03-plumb-humanities 8 30 30 30 CD 03-plumb-humanities 8 31 Machine Machine NNP 03-plumb-humanities 8 32 Learning Learning NNP 03-plumb-humanities 8 33 , , , 03-plumb-humanities 8 34 Libraries Libraries NNPS 03-plumb-humanities 8 35 , , , 03-plumb-humanities 8 36 and and CC 03-plumb-humanities 8 37 Cross Cross NNP 03-plumb-humanities 8 38 - - NNP 03-plumb-humanities 8 39 Disciplinary Disciplinary NNP 03-plumb-humanities 8 40 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 8 41 3 3 CD 03-plumb-humanities 8 42 tools tool NNS 03-plumb-humanities 8 43 because because IN 03-plumb-humanities 8 44 they -PRON- PRP 03-plumb-humanities 8 45 are be VBP 03-plumb-humanities 8 46 powerful powerful JJ 03-plumb-humanities 8 47 and and CC 03-plumb-humanities 8 48 popular popular JJ 03-plumb-humanities 8 49 , , , 03-plumb-humanities 8 50 without without IN 03-plumb-humanities 8 51 a a DT 03-plumb-humanities 8 52 robust robust JJ 03-plumb-humanities 8 53 understanding understanding NN 03-plumb-humanities 8 54 of of IN 03-plumb-humanities 8 55 the the DT 03-plumb-humanities 8 56 conceptual conceptual JJ 03-plumb-humanities 8 57 assumptions assumption NNS 03-plumb-humanities 8 58 they -PRON- PRP 03-plumb-humanities 8 59 embody embody VBP 03-plumb-humanities 8 60 , , , 03-plumb-humanities 8 61 which which WDT 03-plumb-humanities 8 62 are be VBP 03-plumb-humanities 8 63 defined define VBN 03-plumb-humanities 8 64 by by IN 03-plumb-humanities 8 65 the the DT 03-plumb-humanities 8 66 mathematical mathematical JJ 03-plumb-humanities 8 67 and and CC 03-plumb-humanities 8 68 statistical statistical JJ 03-plumb-humanities 8 69 principles principle NNS 03-plumb-humanities 8 70 they -PRON- PRP 03-plumb-humanities 8 71 are be VBP 03-plumb-humanities 8 72 based base VBN 03-plumb-humanities 8 73 on on IN 03-plumb-humanities 8 74 . . . 03-plumb-humanities 9 1 This this DT 03-plumb-humanities 9 2 can can MD 03-plumb-humanities 9 3 make make VB 03-plumb-humanities 9 4 it -PRON- PRP 03-plumb-humanities 9 5 difficult difficult JJ 03-plumb-humanities 9 6 to to TO 03-plumb-humanities 9 7 generate generate VB 03-plumb-humanities 9 8 reproducible reproducible NN 03-plumb-humanities 9 9 results result NNS 03-plumb-humanities 9 10 that that WDT 03-plumb-humanities 9 11 contribute contribute VBP 03-plumb-humanities 9 12 to to IN 03-plumb-humanities 9 13 a a DT 03-plumb-humanities 9 14 tool tool NN 03-plumb-humanities 9 15 ’s ’s POS 03-plumb-humanities 9 16 methodological methodological JJ 03-plumb-humanities 9 17 development development NN 03-plumb-humanities 9 18 . . . 03-plumb-humanities 10 1 This this DT 03-plumb-humanities 10 2 is be VBZ 03-plumb-humanities 10 3 related related JJ 03-plumb-humanities 10 4 to to IN 03-plumb-humanities 10 5 a a DT 03-plumb-humanities 10 6 set set NN 03-plumb-humanities 10 7 of of IN 03-plumb-humanities 10 8 issues issue NNS 03-plumb-humanities 10 9 that that WDT 03-plumb-humanities 10 10 drive drive VBP 03-plumb-humanities 10 11 debates debate NNS 03-plumb-humanities 10 12 among among IN 03-plumb-humanities 10 13 computationally computationally RB 03-plumb-humanities 10 14 - - HYPH 03-plumb-humanities 10 15 minded minded JJ 03-plumb-humanities 10 16 scholars scholar NNS 03-plumb-humanities 10 17 , , , 03-plumb-humanities 10 18 which which WDT 03-plumb-humanities 10 19 regularly regularly RB 03-plumb-humanities 10 20 appear appear VBP 03-plumb-humanities 10 21 in in IN 03-plumb-humanities 10 22 digital digital JJ 03-plumb-humanities 10 23 humanities humanity NNS 03-plumb-humanities 10 24 forums forum NNS 03-plumb-humanities 10 25 . . . 03-plumb-humanities 11 1 In in IN 03-plumb-humanities 11 2 2019 2019 CD 03-plumb-humanities 11 3 , , , 03-plumb-humanities 11 4 for for IN 03-plumb-humanities 11 5 instance instance NN 03-plumb-humanities 11 6 , , , 03-plumb-humanities 11 7 Nan Nan NNP 03-plumb-humanities 11 8 Da Da NNP 03-plumb-humanities 11 9 issued issue VBD 03-plumb-humanities 11 10 a a DT 03-plumb-humanities 11 11 harsh harsh JJ 03-plumb-humanities 11 12 critique critique NN 03-plumb-humanities 11 13 of of IN 03-plumb-humanities 11 14 humanists humanist NNS 03-plumb-humanities 11 15 ’ ' '' 03-plumb-humanities 11 16 implementation implementation NN 03-plumb-humanities 11 17 of of IN 03-plumb-humanities 11 18 statistical statistical JJ 03-plumb-humanities 11 19 methods method NNS 03-plumb-humanities 11 20 in in IN 03-plumb-humanities 11 21 their -PRON- PRP$ 03-plumb-humanities 11 22 research.1 research.1 CD 03-plumb-humanities 11 23 Her -PRON- PRP$ 03-plumb-humanities 11 24 claim claim NN 03-plumb-humanities 11 25 is be VBZ 03-plumb-humanities 11 26 that that IN 03-plumb-humanities 11 27 computational computational JJ 03-plumb-humanities 11 28 methods method NNS 03-plumb-humanities 11 29 are be VBP 03-plumb-humanities 11 30 not not RB 03-plumb-humanities 11 31 a a DT 03-plumb-humanities 11 32 good good JJ 03-plumb-humanities 11 33 match match NN 03-plumb-humanities 11 34 for for IN 03-plumb-humanities 11 35 literary literary JJ 03-plumb-humanities 11 36 research research NN 03-plumb-humanities 11 37 , , , 03-plumb-humanities 11 38 and and CC 03-plumb-humanities 11 39 she -PRON- PRP 03-plumb-humanities 11 40 systematically systematically RB 03-plumb-humanities 11 41 shows show VBZ 03-plumb-humanities 11 42 how how WRB 03-plumb-humanities 11 43 the the DT 03-plumb-humanities 11 44 results result NNS 03-plumb-humanities 11 45 from from IN 03-plumb-humanities 11 46 several several JJ 03-plumb-humanities 11 47 computational computational JJ 03-plumb-humanities 11 48 humanities humanity NNS 03-plumb-humanities 11 49 are be VBP 03-plumb-humanities 11 50 not not RB 03-plumb-humanities 11 51 only only RB 03-plumb-humanities 11 52 difficult difficult JJ 03-plumb-humanities 11 53 to to TO 03-plumb-humanities 11 54 reproduce reproduce VB 03-plumb-humanities 11 55 , , , 03-plumb-humanities 11 56 but but CC 03-plumb-humanities 11 57 can can MD 03-plumb-humanities 11 58 be be VB 03-plumb-humanities 11 59 easily easily RB 03-plumb-humanities 11 60 skewed skew VBN 03-plumb-humanities 11 61 with with IN 03-plumb-humanities 11 62 minor minor JJ 03-plumb-humanities 11 63 changes change NNS 03-plumb-humanities 11 64 to to IN 03-plumb-humanities 11 65 how how WRB 03-plumb-humanities 11 66 an an DT 03-plumb-humanities 11 67 algorithm algorithm NN 03-plumb-humanities 11 68 is be VBZ 03-plumb-humanities 11 69 implemented implement VBN 03-plumb-humanities 11 70 . . . 03-plumb-humanities 12 1 Although although IN 03-plumb-humanities 12 2 this this DT 03-plumb-humanities 12 3 debate debate NN 03-plumb-humanities 12 4 about about IN 03-plumb-humanities 12 5 digital digital JJ 03-plumb-humanities 12 6 methods method NNS 03-plumb-humanities 12 7 points point NNS 03-plumb-humanities 12 8 to to IN 03-plumb-humanities 12 9 a a DT 03-plumb-humanities 12 10 necessary necessary JJ 03-plumb-humanities 12 11 evolution evolution NN 03-plumb-humanities 12 12 in in IN 03-plumb-humanities 12 13 the the DT 03-plumb-humanities 12 14 field field NN 03-plumb-humanities 12 15 ( ( -LRB- 03-plumb-humanities 12 16 in in IN 03-plumb-humanities 12 17 which which WDT 03-plumb-humanities 12 18 researchers researcher NNS 03-plumb-humanities 12 19 become become VBP 03-plumb-humanities 12 20 more more RBR 03-plumb-humanities 12 21 accountable accountable JJ 03-plumb-humanities 12 22 to to IN 03-plumb-humanities 12 23 the the DT 03-plumb-humanities 12 24 computational computational JJ 03-plumb-humanities 12 25 laws law NNS 03-plumb-humanities 12 26 that that WDT 03-plumb-humanities 12 27 they -PRON- PRP 03-plumb-humanities 12 28 are be VBP 03-plumb-humanities 12 29 utilizing utilize VBG 03-plumb-humanities 12 30 ) ) -RRB- 03-plumb-humanities 12 31 , , , 03-plumb-humanities 12 32 her -PRON- PRP$ 03-plumb-humanities 12 33 essay essay NN 03-plumb-humanities 12 34 ’s ’s POS 03-plumb-humanities 12 35 broader broad JJR 03-plumb-humanities 12 36 mission mission NN 03-plumb-humanities 12 37 is be VBZ 03-plumb-humanities 12 38 to to TO 03-plumb-humanities 12 39 question question VB 03-plumb-humanities 12 40 the the DT 03-plumb-humanities 12 41 appropriateness appropriateness NN 03-plumb-humanities 12 42 of of IN 03-plumb-humanities 12 43 using use VBG 03-plumb-humanities 12 44 computational computational JJ 03-plumb-humanities 12 45 tools tool NNS 03-plumb-humanities 12 46 to to TO 03-plumb-humanities 12 47 investigate investigate VB 03-plumb-humanities 12 48 literary literary JJ 03-plumb-humanities 12 49 objects object NNS 03-plumb-humanities 12 50 and and CC 03-plumb-humanities 12 51 ideas idea NNS 03-plumb-humanities 12 52 . . . 03-plumb-humanities 13 1 Refutations refutation NNS 03-plumb-humanities 13 2 to to IN 03-plumb-humanities 13 3 this this DT 03-plumb-humanities 13 4 claim claim NN 03-plumb-humanities 13 5 were be VBD 03-plumb-humanities 13 6 swift swift JJ 03-plumb-humanities 13 7 and and CC 03-plumb-humanities 13 8 abundant abundant JJ 03-plumb-humanities 13 9 ( ( -LRB- 03-plumb-humanities 13 10 Critical Critical NNP 03-plumb-humanities 13 11 Inquiry Inquiry NNP 03-plumb-humanities 13 12 2019 2019 CD 03-plumb-humanities 13 13 ) ) -RRB- 03-plumb-humanities 13 14 , , , 03-plumb-humanities 13 15 and and CC 03-plumb-humanities 13 16 highlight highlight VB 03-plumb-humanities 13 17 a a DT 03-plumb-humanities 13 18 number number NN 03-plumb-humanities 13 19 of of IN 03-plumb-humanities 13 20 concepts concept NNS 03-plumb-humanities 13 21 central central JJ 03-plumb-humanities 13 22 to to IN 03-plumb-humanities 13 23 my -PRON- PRP$ 03-plumb-humanities 13 24 concern concern NN 03-plumb-humanities 13 25 here here RB 03-plumb-humanities 13 26 with with IN 03-plumb-humanities 13 27 future future JJ 03-plumb-humanities 13 28 intersections intersection NNS 03-plumb-humanities 13 29 of of IN 03-plumb-humanities 13 30 machine machine NN 03-plumb-humanities 13 31 learning learning NN 03-plumb-humanities 13 32 and and CC 03-plumb-humanities 13 33 literary literary JJ 03-plumb-humanities 13 34 research research NN 03-plumb-humanities 13 35 . . . 03-plumb-humanities 14 1 Respondents respondent NNS 03-plumb-humanities 14 2 such such JJ 03-plumb-humanities 14 3 as as IN 03-plumb-humanities 14 4 Mark Mark NNP 03-plumb-humanities 14 5 Algee Algee NNP 03-plumb-humanities 14 6 - - HYPH 03-plumb-humanities 14 7 Hewitt Hewitt NNP 03-plumb-humanities 14 8 pointed point VBD 03-plumb-humanities 14 9 out out RP 03-plumb-humanities 14 10 that that IN 03-plumb-humanities 14 11 literary literary JJ 03-plumb-humanities 14 12 scholars scholar NNS 03-plumb-humanities 14 13 em- em- NNP 03-plumb-humanities 14 14 ploy ploy NNP 03-plumb-humanities 14 15 computational computational JJ 03-plumb-humanities 14 16 statistical statistical JJ 03-plumb-humanities 14 17 models model NNS 03-plumb-humanities 14 18 in in IN 03-plumb-humanities 14 19 order order NN 03-plumb-humanities 14 20 to to TO 03-plumb-humanities 14 21 reveal reveal VB 03-plumb-humanities 14 22 something something NN 03-plumb-humanities 14 23 about about IN 03-plumb-humanities 14 24 texts text NNS 03-plumb-humanities 14 25 that that WDT 03-plumb-humanities 14 26 human human JJ 03-plumb-humanities 14 27 readers reader NNS 03-plumb-humanities 14 28 could could MD 03-plumb-humanities 14 29 not not RB 03-plumb-humanities 14 30 . . . 03-plumb-humanities 15 1 In in IN 03-plumb-humanities 15 2 doing do VBG 03-plumb-humanities 15 3 so so RB 03-plumb-humanities 15 4 , , , 03-plumb-humanities 15 5 literary literary JJ 03-plumb-humanities 15 6 scholars scholar NNS 03-plumb-humanities 15 7 are be VBP 03-plumb-humanities 15 8 at at IN 03-plumb-humanities 15 9 liberty liberty NN 03-plumb-humanities 15 10 to to TO 03-plumb-humanities 15 11 note note VB 03-plumb-humanities 15 12 where where WRB 03-plumb-humanities 15 13 computation computation NN 03-plumb-humanities 15 14 reaches reach VBZ 03-plumb-humanities 15 15 its -PRON- PRP$ 03-plumb-humanities 15 16 use- use- NN 03-plumb-humanities 15 17 ful ful JJ 03-plumb-humanities 15 18 limit2 limit2 NN 03-plumb-humanities 15 19 and and CC 03-plumb-humanities 15 20 take take VB 03-plumb-humanities 15 21 up up RP 03-plumb-humanities 15 22 more more RBR 03-plumb-humanities 15 23 traditional traditional JJ 03-plumb-humanities 15 24 forms form NNS 03-plumb-humanities 15 25 of of IN 03-plumb-humanities 15 26 literary literary JJ 03-plumb-humanities 15 27 analysis analysis NN 03-plumb-humanities 15 28 ( ( -LRB- 03-plumb-humanities 15 29 Algee Algee NNP 03-plumb-humanities 15 30 - - HYPH 03-plumb-humanities 15 31 Hewitt Hewitt NNP 03-plumb-humanities 15 32 2019 2019 CD 03-plumb-humanities 15 33 ) ) -RRB- 03-plumb-humanities 15 34 . . . 03-plumb-humanities 16 1 Katherine Katherine NNP 03-plumb-humanities 16 2 Bode Bode NNP 03-plumb-humanities 16 3 explores explore VBZ 03-plumb-humanities 16 4 the the DT 03-plumb-humanities 16 5 promise promise NN 03-plumb-humanities 16 6 and and CC 03-plumb-humanities 16 7 pitfalls pitfall NNS 03-plumb-humanities 16 8 of of IN 03-plumb-humanities 16 9 this this DT 03-plumb-humanities 16 10 hybrid hybrid JJ 03-plumb-humanities 16 11 “ " `` 03-plumb-humanities 16 12 close close JJ 03-plumb-humanities 16 13 and and CC 03-plumb-humanities 16 14 distant distant JJ 03-plumb-humanities 16 15 reading reading NN 03-plumb-humanities 16 16 ” " '' 03-plumb-humanities 16 17 approach approach NN 03-plumb-humanities 16 18 in in IN 03-plumb-humanities 16 19 her -PRON- PRP$ 03-plumb-humanities 16 20 2020 2020 CD 03-plumb-humanities 16 21 article article NN 03-plumb-humanities 16 22 on on IN 03-plumb-humanities 16 23 the the DT 03-plumb-humanities 16 24 intersection intersection NN 03-plumb-humanities 16 25 of of IN 03-plumb-humanities 16 26 topic topic NN 03-plumb-humanities 16 27 modeling modeling NN 03-plumb-humanities 16 28 and and CC 03-plumb-humanities 16 29 bias bias NN 03-plumb-humanities 16 30 . . . 03-plumb-humanities 17 1 Imperfect imperfect VB 03-plumb-humanities 17 2 as as IN 03-plumb-humanities 17 3 the the DT 03-plumb-humanities 17 4 hybrid hybrid JJ 03-plumb-humanities 17 5 method method NN 03-plumb-humanities 17 6 is be VBZ 03-plumb-humanities 17 7 , , , 03-plumb-humanities 17 8 stressing stress VBG 03-plumb-humanities 17 9 the the DT 03-plumb-humanities 17 10 value value NN 03-plumb-humanities 17 11 of of IN 03-plumb-humanities 17 12 familiar familiar JJ 03-plumb-humanities 17 13 interpretive interpretive JJ 03-plumb-humanities 17 14 methods method NNS 03-plumb-humanities 17 15 remains remain VBZ 03-plumb-humanities 17 16 important important JJ 03-plumb-humanities 17 17 , , , 03-plumb-humanities 17 18 politically politically RB 03-plumb-humanities 17 19 and and CC 03-plumb-humanities 17 20 practically practically RB 03-plumb-humanities 17 21 , , , 03-plumb-humanities 17 22 when when WRB 03-plumb-humanities 17 23 bringing bring VBG 03-plumb-humanities 17 24 computation computation NN 03-plumb-humanities 17 25 into into IN 03-plumb-humanities 17 26 humanities humanity NNS 03-plumb-humanities 17 27 departments department NNS 03-plumb-humanities 17 28 . . . 03-plumb-humanities 18 1 This this DT 03-plumb-humanities 18 2 essay essay NN 03-plumb-humanities 18 3 extends extend VBZ 03-plumb-humanities 18 4 the the DT 03-plumb-humanities 18 5 argument argument NN 03-plumb-humanities 18 6 that that IN 03-plumb-humanities 18 7 computational computational JJ 03-plumb-humanities 18 8 tools tool NNS 03-plumb-humanities 18 9 do do VBP 03-plumb-humanities 18 10 more more JJR 03-plumb-humanities 18 11 than than IN 03-plumb-humanities 18 12 turn turn VB 03-plumb-humanities 18 13 big big JJ 03-plumb-humanities 18 14 data datum NNS 03-plumb-humanities 18 15 into into IN 03-plumb-humanities 18 16 novel novel JJ 03-plumb-humanities 18 17 close close JJ 03-plumb-humanities 18 18 reading reading NN 03-plumb-humanities 18 19 opportunities opportunity NNS 03-plumb-humanities 18 20 . . . 03-plumb-humanities 19 1 Machine machine NN 03-plumb-humanities 19 2 learning learning NN 03-plumb-humanities 19 3 , , , 03-plumb-humanities 19 4 and and CC 03-plumb-humanities 19 5 word word NN 03-plumb-humanities 19 6 embedding embed VBG 03-plumb-humanities 19 7 algorithms algorithm NNS 03-plumb-humanities 19 8 in in IN 03-plumb-humanities 19 9 par- par- NN 03-plumb-humanities 19 10 ticular ticular NNP 03-plumb-humanities 19 11 , , , 03-plumb-humanities 19 12 may may MD 03-plumb-humanities 19 13 have have VB 03-plumb-humanities 19 14 a a DT 03-plumb-humanities 19 15 unique unique JJ 03-plumb-humanities 19 16 ability ability NN 03-plumb-humanities 19 17 to to TO 03-plumb-humanities 19 18 shift shift VB 03-plumb-humanities 19 19 this this DT 03-plumb-humanities 19 20 conversation conversation NN 03-plumb-humanities 19 21 into into IN 03-plumb-humanities 19 22 new new JJ 03-plumb-humanities 19 23 territory territory NN 03-plumb-humanities 19 24 , , , 03-plumb-humanities 19 25 where where WRB 03-plumb-humanities 19 26 scholars scholar NNS 03-plumb-humanities 19 27 begin begin VBP 03-plumb-humanities 19 28 to to TO 03-plumb-humanities 19 29 ask ask VB 03-plumb-humanities 19 30 how how WRB 03-plumb-humanities 19 31 historical historical JJ 03-plumb-humanities 19 32 research research NN 03-plumb-humanities 19 33 can can MD 03-plumb-humanities 19 34 contribute contribute VB 03-plumb-humanities 19 35 more more RBR 03-plumb-humanities 19 36 sophisticated sophisticated JJ 03-plumb-humanities 19 37 approaches approach NNS 03-plumb-humanities 19 38 to to IN 03-plumb-humanities 19 39 treating treat VBG 03-plumb-humanities 19 40 words word NNS 03-plumb-humanities 19 41 as as IN 03-plumb-humanities 19 42 data datum NNS 03-plumb-humanities 19 43 . . . 03-plumb-humanities 20 1 With with IN 03-plumb-humanities 20 2 historically historically RB 03-plumb-humanities 20 3 - - HYPH 03-plumb-humanities 20 4 minded minded JJ 03-plumb-humanities 20 5 approaches approach NNS 03-plumb-humanities 20 6 to to TO 03-plumb-humanities 20 7 dataset dataset VB 03-plumb-humanities 20 8 creation creation NN 03-plumb-humanities 20 9 for for IN 03-plumb-humanities 20 10 machine machine NN 03-plumb-humanities 20 11 learning learning NN 03-plumb-humanities 20 12 , , , 03-plumb-humanities 20 13 issues issue NNS 03-plumb-humanities 20 14 emerge emerge VBP 03-plumb-humanities 20 15 that that IN 03-plumb-humanities 20 16 engender engender VBP 03-plumb-humanities 20 17 new new JJ 03-plumb-humanities 20 18 theoretical theoretical JJ 03-plumb-humanities 20 19 frameworks framework NNS 03-plumb-humanities 20 20 for for IN 03-plumb-humanities 20 21 evaluating evaluate VBG 03-plumb-humanities 20 22 the the DT 03-plumb-humanities 20 23 ability ability NN 03-plumb-humanities 20 24 of of IN 03-plumb-humanities 20 25 statistical statistical JJ 03-plumb-humanities 20 26 models model NNS 03-plumb-humanities 20 27 of of IN 03-plumb-humanities 20 28 information information NN 03-plumb-humanities 20 29 to to TO 03-plumb-humanities 20 30 reveal reveal VB 03-plumb-humanities 20 31 cultural cultural JJ 03-plumb-humanities 20 32 and and CC 03-plumb-humanities 20 33 artistic artistic JJ 03-plumb-humanities 20 34 dimensions dimension NNS 03-plumb-humanities 20 35 of of IN 03-plumb-humanities 20 36 language language NN 03-plumb-humanities 20 37 . . . 03-plumb-humanities 21 1 I -PRON- PRP 03-plumb-humanities 21 2 will will MD 03-plumb-humanities 21 3 first first RB 03-plumb-humanities 21 4 contex- contex- XX 03-plumb-humanities 21 5 tualize tualize VB 03-plumb-humanities 21 6 what what WP 03-plumb-humanities 21 7 they -PRON- PRP 03-plumb-humanities 21 8 do do VBP 03-plumb-humanities 21 9 , , , 03-plumb-humanities 21 10 and and CC 03-plumb-humanities 21 11 then then RB 03-plumb-humanities 21 12 show show VB 03-plumb-humanities 21 13 a a DT 03-plumb-humanities 21 14 few few JJ 03-plumb-humanities 21 15 of of IN 03-plumb-humanities 21 16 the the DT 03-plumb-humanities 21 17 mathematical mathematical JJ 03-plumb-humanities 21 18 concepts concept NNS 03-plumb-humanities 21 19 that that WDT 03-plumb-humanities 21 20 have have VBP 03-plumb-humanities 21 21 driven drive VBN 03-plumb-humanities 21 22 their -PRON- PRP$ 03-plumb-humanities 21 23 development development NN 03-plumb-humanities 21 24 . . . 03-plumb-humanities 22 1 Of of IN 03-plumb-humanities 22 2 the the DT 03-plumb-humanities 22 3 many many JJ 03-plumb-humanities 22 4 available available JJ 03-plumb-humanities 22 5 machine machine NN 03-plumb-humanities 22 6 learning learn VBG 03-plumb-humanities 22 7 algorithms algorithm NNS 03-plumb-humanities 22 8 , , , 03-plumb-humanities 22 9 word word NN 03-plumb-humanities 22 10 embedding embed VBG 03-plumb-humanities 22 11 algorithms algorithm NNS 03-plumb-humanities 22 12 have have VBP 03-plumb-humanities 22 13 shown show VBN 03-plumb-humanities 22 14 particular particular JJ 03-plumb-humanities 22 15 promise promise NN 03-plumb-humanities 22 16 in in IN 03-plumb-humanities 22 17 capturing capture VBG 03-plumb-humanities 22 18 contextual contextual JJ 03-plumb-humanities 22 19 meanings meaning NNS 03-plumb-humanities 22 20 ( ( -LRB- 03-plumb-humanities 22 21 of of IN 03-plumb-humanities 22 22 words word NNS 03-plumb-humanities 22 23 or or CC 03-plumb-humanities 22 24 other other JJ 03-plumb-humanities 22 25 units unit NNS 03-plumb-humanities 22 26 of of IN 03-plumb-humanities 22 27 textual textual JJ 03-plumb-humanities 22 28 data datum NNS 03-plumb-humanities 22 29 ) ) -RRB- 03-plumb-humanities 22 30 more more RBR 03-plumb-humanities 22 31 accurately accurately RB 03-plumb-humanities 22 32 than than IN 03-plumb-humanities 22 33 previous previous JJ 03-plumb-humanities 22 34 techniques technique NNS 03-plumb-humanities 22 35 in in IN 03-plumb-humanities 22 36 natural natural JJ 03-plumb-humanities 22 37 language language NN 03-plumb-humanities 22 38 processing processing NN 03-plumb-humanities 22 39 . . . 03-plumb-humanities 23 1 Word word NN 03-plumb-humanities 23 2 embeddings embedding NNS 03-plumb-humanities 23 3 en- en- RB 03-plumb-humanities 23 4 compass compass VBP 03-plumb-humanities 23 5 a a DT 03-plumb-humanities 23 6 set set NN 03-plumb-humanities 23 7 of of IN 03-plumb-humanities 23 8 language language NN 03-plumb-humanities 23 9 modeling modeling NN 03-plumb-humanities 23 10 techniques technique NNS 03-plumb-humanities 23 11 where where WRB 03-plumb-humanities 23 12 words word NNS 03-plumb-humanities 23 13 or or CC 03-plumb-humanities 23 14 phrases phrase NNS 03-plumb-humanities 23 15 from from IN 03-plumb-humanities 23 16 a a DT 03-plumb-humanities 23 17 large large JJ 03-plumb-humanities 23 18 set set NN 03-plumb-humanities 23 19 of of IN 03-plumb-humanities 23 20 texts text NNS 03-plumb-humanities 23 21 ( ( -LRB- 03-plumb-humanities 23 22 i.e. i.e. FW 03-plumb-humanities 23 23 , , , 03-plumb-humanities 23 24 “ " `` 03-plumb-humanities 23 25 corpus corpus NNP 03-plumb-humanities 23 26 ” " '' 03-plumb-humanities 23 27 ) ) -RRB- 03-plumb-humanities 23 28 are be VBP 03-plumb-humanities 23 29 analyzed analyze VBN 03-plumb-humanities 23 30 through through IN 03-plumb-humanities 23 31 the the DT 03-plumb-humanities 23 32 use use NN 03-plumb-humanities 23 33 of of IN 03-plumb-humanities 23 34 a a DT 03-plumb-humanities 23 35 neural neural JJ 03-plumb-humanities 23 36 network network NN 03-plumb-humanities 23 37 architecture architecture NN 03-plumb-humanities 23 38 . . . 03-plumb-humanities 24 1 For for IN 03-plumb-humanities 24 2 each each DT 03-plumb-humanities 24 3 vocabu- vocabu- JJ 03-plumb-humanities 24 4 lary lary JJ 03-plumb-humanities 24 5 term term NN 03-plumb-humanities 24 6 in in IN 03-plumb-humanities 24 7 the the DT 03-plumb-humanities 24 8 corpus corpus NNP 03-plumb-humanities 24 9 , , , 03-plumb-humanities 24 10 the the DT 03-plumb-humanities 24 11 neural neural JJ 03-plumb-humanities 24 12 network network NN 03-plumb-humanities 24 13 algorithm algorithm NNP 03-plumb-humanities 24 14 uses use VBZ 03-plumb-humanities 24 15 the the DT 03-plumb-humanities 24 16 term term NN 03-plumb-humanities 24 17 ’s ’s POS 03-plumb-humanities 24 18 proximity proximity NN 03-plumb-humanities 24 19 to to IN 03-plumb-humanities 24 20 other other JJ 03-plumb-humanities 24 21 words word NNS 03-plumb-humanities 24 22 to to TO 03-plumb-humanities 24 23 assign assign VB 03-plumb-humanities 24 24 it -PRON- PRP 03-plumb-humanities 24 25 values value NNS 03-plumb-humanities 24 26 that that WDT 03-plumb-humanities 24 27 become become VBP 03-plumb-humanities 24 28 a a DT 03-plumb-humanities 24 29 vector vector NN 03-plumb-humanities 24 30 of of IN 03-plumb-humanities 24 31 real real JJ 03-plumb-humanities 24 32 numbers number NNS 03-plumb-humanities 24 33 — — : 03-plumb-humanities 24 34 one one CD 03-plumb-humanities 24 35 high high JJ 03-plumb-humanities 24 36 - - HYPH 03-plumb-humanities 24 37 dimensional dimensional JJ 03-plumb-humanities 24 38 vector vector NN 03-plumb-humanities 24 39 is be VBZ 03-plumb-humanities 24 40 generated generate VBN 03-plumb-humanities 24 41 for for IN 03-plumb-humanities 24 42 each each DT 03-plumb-humanities 24 43 word word NN 03-plumb-humanities 24 44 . . . 03-plumb-humanities 25 1 ( ( -LRB- 03-plumb-humanities 25 2 The the DT 03-plumb-humanities 25 3 term term NN 03-plumb-humanities 25 4 “ " `` 03-plumb-humanities 25 5 embedding embedding NN 03-plumb-humanities 25 6 ” " '' 03-plumb-humanities 25 7 refers refer VBZ 03-plumb-humanities 25 8 to to IN 03-plumb-humanities 25 9 the the DT 03-plumb-humanities 25 10 mathematics mathematic NNS 03-plumb-humanities 25 11 that that WDT 03-plumb-humanities 25 12 turns turn VBZ 03-plumb-humanities 25 13 a a DT 03-plumb-humanities 25 14 space space NN 03-plumb-humanities 25 15 with with IN 03-plumb-humanities 25 16 many many JJ 03-plumb-humanities 25 17 1Da 1Da NNS 03-plumb-humanities 25 18 ’s ’s POS 03-plumb-humanities 25 19 critique critique NN 03-plumb-humanities 25 20 of of IN 03-plumb-humanities 25 21 statistical statistical JJ 03-plumb-humanities 25 22 model model NN 03-plumb-humanities 25 23 usage usage NN 03-plumb-humanities 25 24 in in IN 03-plumb-humanities 25 25 computational computational JJ 03-plumb-humanities 25 26 humanities humanity NNS 03-plumb-humanities 25 27 work work NN 03-plumb-humanities 25 28 sparked spark VBD 03-plumb-humanities 25 29 a a DT 03-plumb-humanities 25 30 forum forum NN 03-plumb-humanities 25 31 of of IN 03-plumb-humanities 25 32 responses response NNS 03-plumb-humanities 25 33 in in IN 03-plumb-humanities 25 34 Critical Critical NNP 03-plumb-humanities 25 35 Inquiry Inquiry NNP 03-plumb-humanities 25 36 . . . 03-plumb-humanities 26 1 2This 2this CD 03-plumb-humanities 26 2 limit limit NN 03-plumb-humanities 26 3 typically typically RB 03-plumb-humanities 26 4 exists exist VBZ 03-plumb-humanities 26 5 for for IN 03-plumb-humanities 26 6 a a DT 03-plumb-humanities 26 7 combination combination NN 03-plumb-humanities 26 8 of of IN 03-plumb-humanities 26 9 three three CD 03-plumb-humanities 26 10 reasons reason NNS 03-plumb-humanities 26 11 : : : 03-plumb-humanities 26 12 computer computer NN 03-plumb-humanities 26 13 programs program NNS 03-plumb-humanities 26 14 can can MD 03-plumb-humanities 26 15 only only RB 03-plumb-humanities 26 16 generate generate VB 03-plumb-humanities 26 17 models model NNS 03-plumb-humanities 26 18 based base VBN 03-plumb-humanities 26 19 on on IN 03-plumb-humanities 26 20 the the DT 03-plumb-humanities 26 21 data datum NNS 03-plumb-humanities 26 22 we -PRON- PRP 03-plumb-humanities 26 23 give give VBP 03-plumb-humanities 26 24 them -PRON- PRP 03-plumb-humanities 26 25 , , , 03-plumb-humanities 26 26 a a DT 03-plumb-humanities 26 27 tool tool NN 03-plumb-humanities 26 28 is be VBZ 03-plumb-humanities 26 29 n’t not RB 03-plumb-humanities 26 30 fully fully RB 03-plumb-humanities 26 31 understood understand VBN 03-plumb-humanities 26 32 and and CC 03-plumb-humanities 26 33 so so RB 03-plumb-humanities 26 34 not not RB 03-plumb-humanities 26 35 robustly robustly RB 03-plumb-humanities 26 36 explored explore VBN 03-plumb-humanities 26 37 , , , 03-plumb-humanities 26 38 and and CC 03-plumb-humanities 26 39 many many JJ 03-plumb-humanities 26 40 algorithms algorithm NNS 03-plumb-humanities 26 41 and and CC 03-plumb-humanities 26 42 tools tool NNS 03-plumb-humanities 26 43 are be VBP 03-plumb-humanities 26 44 being be VBG 03-plumb-humanities 26 45 used use VBN 03-plumb-humanities 26 46 in in IN 03-plumb-humanities 26 47 experimental experimental JJ 03-plumb-humanities 26 48 ways way NNS 03-plumb-humanities 26 49 . . . 03-plumb-humanities 27 1 Plumb plumb JJ 03-plumb-humanities 27 2 31 31 CD 03-plumb-humanities 27 3 dimensions dimension NNS 03-plumb-humanities 27 4 per per IN 03-plumb-humanities 27 5 word word NN 03-plumb-humanities 27 6 into into IN 03-plumb-humanities 27 7 a a DT 03-plumb-humanities 27 8 continuous continuous JJ 03-plumb-humanities 27 9 vector vector NN 03-plumb-humanities 27 10 space space NN 03-plumb-humanities 27 11 with with IN 03-plumb-humanities 27 12 a a DT 03-plumb-humanities 27 13 much much RB 03-plumb-humanities 27 14 lower low JJR 03-plumb-humanities 27 15 dimension dimension NN 03-plumb-humanities 27 16 . . . 03-plumb-humanities 28 1 ) ) -RRB- 03-plumb-humanities 28 2 3 3 LS 03-plumb-humanities 28 3 They -PRON- PRP 03-plumb-humanities 28 4 raise raise VBP 03-plumb-humanities 28 5 three three CD 03-plumb-humanities 28 6 critical critical JJ 03-plumb-humanities 28 7 issues issue NNS 03-plumb-humanities 28 8 to to IN 03-plumb-humanities 28 9 this this DT 03-plumb-humanities 28 10 essay essay NN 03-plumb-humanities 28 11 : : : 03-plumb-humanities 28 12 How how WRB 03-plumb-humanities 28 13 do do VBP 03-plumb-humanities 28 14 word word NN 03-plumb-humanities 28 15 embeddings embedding NNS 03-plumb-humanities 28 16 reflect reflect VB 03-plumb-humanities 28 17 the the DT 03-plumb-humanities 28 18 contexts contexts NN 03-plumb-humanities 28 19 of of IN 03-plumb-humanities 28 20 words word NNS 03-plumb-humanities 28 21 in in IN 03-plumb-humanities 28 22 order order NN 03-plumb-humanities 28 23 to to TO 03-plumb-humanities 28 24 capture capture VB 03-plumb-humanities 28 25 their -PRON- PRP$ 03-plumb-humanities 28 26 relative relative JJ 03-plumb-humanities 28 27 meanings meaning NNS 03-plumb-humanities 28 28 ? ? . 03-plumb-humanities 29 1 If if IN 03-plumb-humanities 29 2 word word NN 03-plumb-humanities 29 3 embeddings embedding NNS 03-plumb-humanities 29 4 approximate approximate JJ 03-plumb-humanities 29 5 word word NN 03-plumb-humanities 29 6 meanings meaning NNS 03-plumb-humanities 29 7 , , , 03-plumb-humanities 29 8 do do VBP 03-plumb-humanities 29 9 they -PRON- PRP 03-plumb-humanities 29 10 also also RB 03-plumb-humanities 29 11 reflect reflect VB 03-plumb-humanities 29 12 culture culture NN 03-plumb-humanities 29 13 ? ? . 03-plumb-humanities 30 1 How how WRB 03-plumb-humanities 30 2 can can MD 03-plumb-humanities 30 3 literary literary VB 03-plumb-humanities 30 4 history history NN 03-plumb-humanities 30 5 and and CC 03-plumb-humanities 30 6 cultural cultural JJ 03-plumb-humanities 30 7 studies study NNS 03-plumb-humanities 30 8 inform inform VBP 03-plumb-humanities 30 9 how how WRB 03-plumb-humanities 30 10 scholars scholar NNS 03-plumb-humanities 30 11 use use VBP 03-plumb-humanities 30 12 them -PRON- PRP 03-plumb-humanities 30 13 ? ? . 03-plumb-humanities 31 1 Word word NN 03-plumb-humanities 31 2 embeddings embedding NNS 03-plumb-humanities 31 3 are be VBP 03-plumb-humanities 31 4 powerful powerful JJ 03-plumb-humanities 31 5 because because IN 03-plumb-humanities 31 6 they -PRON- PRP 03-plumb-humanities 31 7 calculate calculate VBP 03-plumb-humanities 31 8 semantic semantic JJ 03-plumb-humanities 31 9 similarities similarity NNS 03-plumb-humanities 31 10 between between IN 03-plumb-humanities 31 11 words word NNS 03-plumb-humanities 31 12 based base VBN 03-plumb-humanities 31 13 on on IN 03-plumb-humanities 31 14 their -PRON- PRP$ 03-plumb-humanities 31 15 distributional distributional JJ 03-plumb-humanities 31 16 properties property NNS 03-plumb-humanities 31 17 in in IN 03-plumb-humanities 31 18 large large JJ 03-plumb-humanities 31 19 samples sample NNS 03-plumb-humanities 31 20 of of IN 03-plumb-humanities 31 21 language language NN 03-plumb-humanities 31 22 data datum NNS 03-plumb-humanities 31 23 . . . 03-plumb-humanities 32 1 As as IN 03-plumb-humanities 32 2 computational computational JJ 03-plumb-humanities 32 3 lin- lin- NN 03-plumb-humanities 32 4 guist guist NN 03-plumb-humanities 32 5 Jussi Jussi NNP 03-plumb-humanities 32 6 Karlgren Karlgren NNP 03-plumb-humanities 32 7 puts put VBZ 03-plumb-humanities 32 8 it -PRON- PRP 03-plumb-humanities 32 9 : : : 03-plumb-humanities 32 10 Language language NN 03-plumb-humanities 32 11 is be VBZ 03-plumb-humanities 32 12 a a DT 03-plumb-humanities 32 13 general general JJ 03-plumb-humanities 32 14 - - HYPH 03-plumb-humanities 32 15 purpose purpose NN 03-plumb-humanities 32 16 representation representation NN 03-plumb-humanities 32 17 of of IN 03-plumb-humanities 32 18 human human JJ 03-plumb-humanities 32 19 knowledge knowledge NN 03-plumb-humanities 32 20 , , , 03-plumb-humanities 32 21 and and CC 03-plumb-humanities 32 22 models model NNS 03-plumb-humanities 32 23 to to TO 03-plumb-humanities 32 24 process process VB 03-plumb-humanities 32 25 it -PRON- PRP 03-plumb-humanities 32 26 vary vary VBP 03-plumb-humanities 32 27 in in IN 03-plumb-humanities 32 28 the the DT 03-plumb-humanities 32 29 degree degree NN 03-plumb-humanities 32 30 they -PRON- PRP 03-plumb-humanities 32 31 are be VBP 03-plumb-humanities 32 32 bound bind VBN 03-plumb-humanities 32 33 to to IN 03-plumb-humanities 32 34 some some DT 03-plumb-humanities 32 35 task task NN 03-plumb-humanities 32 36 or or CC 03-plumb-humanities 32 37 some some DT 03-plumb-humanities 32 38 specific specific JJ 03-plumb-humanities 32 39 usage usage NN 03-plumb-humanities 32 40 . . . 03-plumb-humanities 33 1 Currently currently RB 03-plumb-humanities 33 2 , , , 03-plumb-humanities 33 3 the the DT 03-plumb-humanities 33 4 trend trend NN 03-plumb-humanities 33 5 is be VBZ 03-plumb-humanities 33 6 to to TO 03-plumb-humanities 33 7 learn learn VB 03-plumb-humanities 33 8 regularities regularity NNS 03-plumb-humanities 33 9 and and CC 03-plumb-humanities 33 10 representations representation NNS 03-plumb-humanities 33 11 with with IN 03-plumb-humanities 33 12 as as IN 03-plumb-humanities 33 13 little little JJ 03-plumb-humanities 33 14 explicit explicit JJ 03-plumb-humanities 33 15 knowledge knowledge NN 03-plumb-humanities 33 16 - - HYPH 03-plumb-humanities 33 17 based base VBN 03-plumb-humanities 33 18 linguistic linguistic JJ 03-plumb-humanities 33 19 processing processing NN 03-plumb-humanities 33 20 as as IN 03-plumb-humanities 33 21 possible possible JJ 03-plumb-humanities 33 22 , , , 03-plumb-humanities 33 23 and and CC 03-plumb-humanities 33 24 recent recent JJ 03-plumb-humanities 33 25 advances advance NNS 03-plumb-humanities 33 26 in in IN 03-plumb-humanities 33 27 such such JJ 03-plumb-humanities 33 28 gen- gen- NN 03-plumb-humanities 33 29 eral eral JJ 03-plumb-humanities 33 30 models model NNS 03-plumb-humanities 33 31 for for IN 03-plumb-humanities 33 32 end end NN 03-plumb-humanities 33 33 - - HYPH 03-plumb-humanities 33 34 to to IN 03-plumb-humanities 33 35 - - HYPH 03-plumb-humanities 33 36 end end NN 03-plumb-humanities 33 37 learning learning NN 03-plumb-humanities 33 38 to to TO 03-plumb-humanities 33 39 address address VB 03-plumb-humanities 33 40 linguistics linguistic NNS 03-plumb-humanities 33 41 tasks task NNS 03-plumb-humanities 33 42 have have VBP 03-plumb-humanities 33 43 been be VBN 03-plumb-humanities 33 44 quite quite RB 03-plumb-humanities 33 45 suc- suc- RB 03-plumb-humanities 33 46 cessful cessful JJ 03-plumb-humanities 33 47 . . . 03-plumb-humanities 34 1 Most Most JJS 03-plumb-humanities 34 2 of of IN 03-plumb-humanities 34 3 those those DT 03-plumb-humanities 34 4 approaches approach NNS 03-plumb-humanities 34 5 make make VBP 03-plumb-humanities 34 6 little little JJ 03-plumb-humanities 34 7 use use NN 03-plumb-humanities 34 8 of of IN 03-plumb-humanities 34 9 information information NN 03-plumb-humanities 34 10 beyond beyond IN 03-plumb-humanities 34 11 the the DT 03-plumb-humanities 34 12 occur- occur- NNP 03-plumb-humanities 34 13 rence rence NN 03-plumb-humanities 34 14 or or CC 03-plumb-humanities 34 15 co co NN 03-plumb-humanities 34 16 - - NN 03-plumb-humanities 34 17 occurrence occurrence NN 03-plumb-humanities 34 18 of of IN 03-plumb-humanities 34 19 words word NNS 03-plumb-humanities 34 20 in in IN 03-plumb-humanities 34 21 the the DT 03-plumb-humanities 34 22 linguistic linguistic JJ 03-plumb-humanities 34 23 signal signal NN 03-plumb-humanities 34 24 and and CC 03-plumb-humanities 34 25 take take VB 03-plumb-humanities 34 26 the the DT 03-plumb-humanities 34 27 single single JJ 03-plumb-humanities 34 28 word word NN 03-plumb-humanities 34 29 to to TO 03-plumb-humanities 34 30 be be VB 03-plumb-humanities 34 31 the the DT 03-plumb-humanities 34 32 atomary atomary JJ 03-plumb-humanities 34 33 unit unit NN 03-plumb-humanities 34 34 . . . 03-plumb-humanities 35 1 This this DT 03-plumb-humanities 35 2 is be VBZ 03-plumb-humanities 35 3 notable notable JJ 03-plumb-humanities 35 4 because because IN 03-plumb-humanities 35 5 it -PRON- PRP 03-plumb-humanities 35 6 highlights highlight VBZ 03-plumb-humanities 35 7 the the DT 03-plumb-humanities 35 8 power power NN 03-plumb-humanities 35 9 of of IN 03-plumb-humanities 35 10 word word NN 03-plumb-humanities 35 11 embeddings embedding NNS 03-plumb-humanities 35 12 to to TO 03-plumb-humanities 35 13 assign assign VB 03-plumb-humanities 35 14 values value NNS 03-plumb-humanities 35 15 to to IN 03-plumb-humanities 35 16 words word NNS 03-plumb-humanities 35 17 in in IN 03-plumb-humanities 35 18 order order NN 03-plumb-humanities 35 19 to to TO 03-plumb-humanities 35 20 represent represent VB 03-plumb-humanities 35 21 their -PRON- PRP$ 03-plumb-humanities 35 22 relative relative JJ 03-plumb-humanities 35 23 meanings meaning NNS 03-plumb-humanities 35 24 , , , 03-plumb-humanities 35 25 simply simply RB 03-plumb-humanities 35 26 based base VBN 03-plumb-humanities 35 27 on on IN 03-plumb-humanities 35 28 unstructured unstructured JJ 03-plumb-humanities 35 29 language language NN 03-plumb-humanities 35 30 data datum NNS 03-plumb-humanities 35 31 , , , 03-plumb-humanities 35 32 without without IN 03-plumb-humanities 35 33 a a DT 03-plumb-humanities 35 34 system system NN 03-plumb-humanities 35 35 of of IN 03-plumb-humanities 35 36 linguistic linguistic JJ 03-plumb-humanities 35 37 rules rule NNS 03-plumb-humanities 35 38 or or CC 03-plumb-humanities 35 39 a a DT 03-plumb-humanities 35 40 labelling labelling NN 03-plumb-humanities 35 41 system system NN 03-plumb-humanities 35 42 . . . 03-plumb-humanities 36 1 It -PRON- PRP 03-plumb-humanities 36 2 also also RB 03-plumb-humanities 36 3 highlights highlight VBZ 03-plumb-humanities 36 4 the the DT 03-plumb-humanities 36 5 fact fact NN 03-plumb-humanities 36 6 that that IN 03-plumb-humanities 36 7 a a DT 03-plumb-humanities 36 8 word word NN 03-plumb-humanities 36 9 embedding embed VBG 03-plumb-humanities 36 10 model model NN 03-plumb-humanities 36 11 ’s ’s POS 03-plumb-humanities 36 12 success success NN 03-plumb-humanities 36 13 is be VBZ 03-plumb-humanities 36 14 based base VBN 03-plumb-humanities 36 15 on on IN 03-plumb-humanities 36 16 the the DT 03-plumb-humanities 36 17 parameters parameter NNS 03-plumb-humanities 36 18 of of IN 03-plumb-humanities 36 19 the the DT 03-plumb-humanities 36 20 task task NN 03-plumb-humanities 36 21 it -PRON- PRP 03-plumb-humanities 36 22 is be VBZ 03-plumb-humanities 36 23 designed design VBN 03-plumb-humanities 36 24 to to TO 03-plumb-humanities 36 25 address address VB 03-plumb-humanities 36 26 . . . 03-plumb-humanities 37 1 So so CC 03-plumb-humanities 37 2 while while IN 03-plumb-humanities 37 3 the the DT 03-plumb-humanities 37 4 accu- accu- NN 03-plumb-humanities 37 5 racy racy NN 03-plumb-humanities 37 6 and and CC 03-plumb-humanities 37 7 power power NN 03-plumb-humanities 37 8 of of IN 03-plumb-humanities 37 9 word word NN 03-plumb-humanities 37 10 vector vector NN 03-plumb-humanities 37 11 algorithms algorithm NNS 03-plumb-humanities 37 12 might may MD 03-plumb-humanities 37 13 be be VB 03-plumb-humanities 37 14 recognizable recognizable JJ 03-plumb-humanities 37 15 in in IN 03-plumb-humanities 37 16 general general JJ 03-plumb-humanities 37 17 - - HYPH 03-plumb-humanities 37 18 purpose purpose NN 03-plumb-humanities 37 19 applications application NNS 03-plumb-humanities 37 20 that that WDT 03-plumb-humanities 37 21 improve improve VBP 03-plumb-humanities 37 22 with with IN 03-plumb-humanities 37 23 larger large JJR 03-plumb-humanities 37 24 training training NN 03-plumb-humanities 37 25 corpora corpora NN 03-plumb-humanities 37 26 ( ( -LRB- 03-plumb-humanities 37 27 for for IN 03-plumb-humanities 37 28 instance instance NN 03-plumb-humanities 37 29 Google Google NNP 03-plumb-humanities 37 30 News News NNP 03-plumb-humanities 37 31 and and CC 03-plumb-humanities 37 32 Wikipedia Wikipedia NNP 03-plumb-humanities 37 33 ) ) -RRB- 03-plumb-humanities 37 34 , , , 03-plumb-humanities 37 35 they -PRON- PRP 03-plumb-humanities 37 36 can can MD 03-plumb-humanities 37 37 be be VB 03-plumb-humanities 37 38 equally equally RB 03-plumb-humanities 37 39 powerful powerful JJ 03-plumb-humanities 37 40 representation representation NN 03-plumb-humanities 37 41 learning learn VBG 03-plumb-humanities 37 42 systems system NNS 03-plumb-humanities 37 43 for for IN 03-plumb-humanities 37 44 specific specific JJ 03-plumb-humanities 37 45 historical historical JJ 03-plumb-humanities 37 46 research research NN 03-plumb-humanities 37 47 tasks task NNS 03-plumb-humanities 37 48 that that WDT 03-plumb-humanities 37 49 use use VBP 03-plumb-humanities 37 50 different different JJ 03-plumb-humanities 37 51 benchmarks benchmark NNS 03-plumb-humanities 37 52 for for IN 03-plumb-humanities 37 53 success success NN 03-plumb-humanities 37 54 . . . 03-plumb-humanities 38 1 Humanists humanist NNS 03-plumb-humanities 38 2 using use VBG 03-plumb-humanities 38 3 these these DT 03-plumb-humanities 38 4 machine machine NN 03-plumb-humanities 38 5 learning learning NN 03-plumb-humanities 38 6 methods method NNS 03-plumb-humanities 38 7 are be VBP 03-plumb-humanities 38 8 learning learn VBG 03-plumb-humanities 38 9 to to TO 03-plumb-humanities 38 10 think think VB 03-plumb-humanities 38 11 differently differently RB 03-plumb-humanities 38 12 about about IN 03-plumb-humanities 38 13 corpora corpora NN 03-plumb-humanities 38 14 size size NN 03-plumb-humanities 38 15 , , , 03-plumb-humanities 38 16 corpora corpora NN 03-plumb-humanities 38 17 content content NN 03-plumb-humanities 38 18 , , , 03-plumb-humanities 38 19 and and CC 03-plumb-humanities 38 20 the the DT 03-plumb-humanities 38 21 utility utility NN 03-plumb-humanities 38 22 of of IN 03-plumb-humanities 38 23 a a DT 03-plumb-humanities 38 24 successfully successfully RB 03-plumb-humanities 38 25 - - HYPH 03-plumb-humanities 38 26 trained train VBN 03-plumb-humanities 38 27 model model NN 03-plumb-humanities 38 28 for for IN 03-plumb-humanities 38 29 analysis analysis NN 03-plumb-humanities 38 30 and and CC 03-plumb-humanities 38 31 interpretation interpretation NN 03-plumb-humanities 38 32 . . . 03-plumb-humanities 39 1 No no RB 03-plumb-humanities 39 2 matter matter RB 03-plumb-humanities 39 3 what what WP 03-plumb-humanities 39 4 the the DT 03-plumb-humanities 39 5 application application NN 03-plumb-humanities 39 6 , , , 03-plumb-humanities 39 7 the the DT 03-plumb-humanities 39 8 success success NN 03-plumb-humanities 39 9 of of IN 03-plumb-humanities 39 10 machine machine NN 03-plumb-humanities 39 11 learning learning NN 03-plumb-humanities 39 12 applications application NNS 03-plumb-humanities 39 13 is be VBZ 03-plumb-humanities 39 14 predicated predicate VBN 03-plumb-humanities 39 15 on on IN 03-plumb-humanities 39 16 creating create VBG 03-plumb-humanities 39 17 good good JJ 03-plumb-humanities 39 18 datasets dataset NNS 03-plumb-humanities 39 19 . . . 03-plumb-humanities 40 1 As as IN 03-plumb-humanities 40 2 a a DT 03-plumb-humanities 40 3 recent recent JJ 03-plumb-humanities 40 4 paper paper NN 03-plumb-humanities 40 5 in in IN 03-plumb-humanities 40 6 IEEE IEEE NNP 03-plumb-humanities 40 7 Transactions Transactions NNPS 03-plumb-humanities 40 8 on on IN 03-plumb-humanities 40 9 Knowledge Knowledge NNP 03-plumb-humanities 40 10 and and CC 03-plumb-humanities 40 11 Data Data NNP 03-plumb-humanities 40 12 En- En- NNP 03-plumb-humanities 40 13 gineering gineere VBG 03-plumb-humanities 40 14 notes note NNS 03-plumb-humanities 40 15 , , , 03-plumb-humanities 40 16 “ " `` 03-plumb-humanities 40 17 the the DT 03-plumb-humanities 40 18 majority majority NN 03-plumb-humanities 40 19 of of IN 03-plumb-humanities 40 20 the the DT 03-plumb-humanities 40 21 time time NN 03-plumb-humanities 40 22 for for IN 03-plumb-humanities 40 23 running run VBG 03-plumb-humanities 40 24 machine machine NN 03-plumb-humanities 40 25 learning learning NN 03-plumb-humanities 40 26 end end NN 03-plumb-humanities 40 27 - - HYPH 03-plumb-humanities 40 28 to to IN 03-plumb-humanities 40 29 - - HYPH 03-plumb-humanities 40 30 end end NN 03-plumb-humanities 40 31 is be VBZ 03-plumb-humanities 40 32 spent spend VBN 03-plumb-humanities 40 33 on on IN 03-plumb-humanities 40 34 preparing prepare VBG 03-plumb-humanities 40 35 the the DT 03-plumb-humanities 40 36 data datum NNS 03-plumb-humanities 40 37 , , , 03-plumb-humanities 40 38 which which WDT 03-plumb-humanities 40 39 includes include VBZ 03-plumb-humanities 40 40 collecting collecting NN 03-plumb-humanities 40 41 , , , 03-plumb-humanities 40 42 cleaning clean VBG 03-plumb-humanities 40 43 , , , 03-plumb-humanities 40 44 analyzing analyze VBG 03-plumb-humanities 40 45 , , , 03-plumb-humanities 40 46 visualizing visualize VBG 03-plumb-humanities 40 47 , , , 03-plumb-humanities 40 48 and and CC 03-plumb-humanities 40 49 feature feature NN 03-plumb-humanities 40 50 en- en- IN 03-plumb-humanities 40 51 gineering gineering NN 03-plumb-humanities 40 52 ” " '' 03-plumb-humanities 40 53 ( ( -LRB- 03-plumb-humanities 40 54 Roh Roh NNP 03-plumb-humanities 40 55 et et NNP 03-plumb-humanities 40 56 al al NNP 03-plumb-humanities 40 57 . . . 03-plumb-humanities 41 1 2019 2019 CD 03-plumb-humanities 41 2 , , , 03-plumb-humanities 41 3 1 1 CD 03-plumb-humanities 41 4 ) ) -RRB- 03-plumb-humanities 41 5 . . . 03-plumb-humanities 42 1 Acknowledging acknowledge VBG 03-plumb-humanities 42 2 this this DT 03-plumb-humanities 42 3 helps help VBZ 03-plumb-humanities 42 4 contextualize contextualize VB 03-plumb-humanities 42 5 machine machine NN 03-plumb-humanities 42 6 learning learning NN 03-plumb-humanities 42 7 al- al- NNP 03-plumb-humanities 42 8 gorithms gorithms NNP 03-plumb-humanities 42 9 for for IN 03-plumb-humanities 42 10 text text NN 03-plumb-humanities 42 11 analysis analysis NN 03-plumb-humanities 42 12 tasks task NNS 03-plumb-humanities 42 13 in in IN 03-plumb-humanities 42 14 the the DT 03-plumb-humanities 42 15 humanities humanity NNS 03-plumb-humanities 42 16 , , , 03-plumb-humanities 42 17 but but CC 03-plumb-humanities 42 18 also also RB 03-plumb-humanities 42 19 highlights highlight VBZ 03-plumb-humanities 42 20 data datum NNS 03-plumb-humanities 42 21 curation curation NN 03-plumb-humanities 42 22 challenges challenge NNS 03-plumb-humanities 42 23 that that WDT 03-plumb-humanities 42 24 can can MD 03-plumb-humanities 42 25 be be VB 03-plumb-humanities 42 26 taken take VBN 03-plumb-humanities 42 27 up up RP 03-plumb-humanities 42 28 in in IN 03-plumb-humanities 42 29 new new JJ 03-plumb-humanities 42 30 ways way NNS 03-plumb-humanities 42 31 by by IN 03-plumb-humanities 42 32 humanists humanist NNS 03-plumb-humanities 42 33 . . . 03-plumb-humanities 43 1 This this DT 03-plumb-humanities 43 2 naturally naturally RB 03-plumb-humanities 43 3 raises raise VBZ 03-plumb-humanities 43 4 questions question NNS 03-plumb-humanities 43 5 about about IN 03-plumb-humanities 43 6 how how WRB 03-plumb-humanities 43 7 ma- ma- JJ 03-plumb-humanities 43 8 chine chine NN 03-plumb-humanities 43 9 learning learn VBG 03-plumb-humanities 43 10 algorithms algorithm NNS 03-plumb-humanities 43 11 like like IN 03-plumb-humanities 43 12 word word NN 03-plumb-humanities 43 13 embeddings embedding NNS 03-plumb-humanities 43 14 are be VBP 03-plumb-humanities 43 15 implemented implement VBN 03-plumb-humanities 43 16 for for IN 03-plumb-humanities 43 17 text text NN 03-plumb-humanities 43 18 analysis analysis NN 03-plumb-humanities 43 19 , , , 03-plumb-humanities 43 20 and and CC 03-plumb-humanities 43 21 how how WRB 03-plumb-humanities 43 22 they -PRON- PRP 03-plumb-humanities 43 23 should should MD 03-plumb-humanities 43 24 be be VB 03-plumb-humanities 43 25 modified modify VBN 03-plumb-humanities 43 26 for for IN 03-plumb-humanities 43 27 historical historical JJ 03-plumb-humanities 43 28 research research NN 03-plumb-humanities 43 29 — — : 03-plumb-humanities 43 30 they -PRON- PRP 03-plumb-humanities 43 31 require require VBP 03-plumb-humanities 43 32 different different JJ 03-plumb-humanities 43 33 computational computational JJ 03-plumb-humanities 43 34 priorities priority NNS 03-plumb-humanities 43 35 and and CC 03-plumb-humanities 43 36 frameworks framework NNS 03-plumb-humanities 43 37 . . . 03-plumb-humanities 44 1 In in IN 03-plumb-humanities 44 2 parallel parallel NN 03-plumb-humanities 44 3 to to IN 03-plumb-humanities 44 4 the the DT 03-plumb-humanities 44 5 corpora corpora NN 03-plumb-humanities 44 6 considerations consideration NNS 03-plumb-humanities 44 7 that that WDT 03-plumb-humanities 44 8 computational computational JJ 03-plumb-humanities 44 9 humanities humanity NNS 03-plumb-humanities 44 10 scholars scholar NNS 03-plumb-humanities 44 11 ponder ponder VBP 03-plumb-humanities 44 12 , , , 03-plumb-humanities 44 13 there there EX 03-plumb-humanities 44 14 is be VBZ 03-plumb-humanities 44 15 an an DT 03-plumb-humanities 44 16 abundance abundance NN 03-plumb-humanities 44 17 of of IN 03-plumb-humanities 44 18 work work NN 03-plumb-humanities 44 19 , , , 03-plumb-humanities 44 20 across across IN 03-plumb-humanities 44 21 disciplines discipline NNS 03-plumb-humanities 44 22 such such JJ 03-plumb-humanities 44 23 as as IN 03-plumb-humanities 44 24 cognitive cognitive JJ 03-plumb-humanities 44 25 science science NN 03-plumb-humanities 44 26 and and CC 03-plumb-humanities 44 27 psychology psychology NN 03-plumb-humanities 44 28 ( ( -LRB- 03-plumb-humanities 44 29 Grif- Grif- NNP 03-plumb-humanities 44 30 fiths fith NNS 03-plumb-humanities 44 31 et et NNP 03-plumb-humanities 44 32 al al NNP 03-plumb-humanities 44 33 . . . 03-plumb-humanities 45 1 2007 2007 CD 03-plumb-humanities 45 2 ) ) -RRB- 03-plumb-humanities 45 3 , , , 03-plumb-humanities 45 4 that that IN 03-plumb-humanities 45 5 attempts attempt VBZ 03-plumb-humanities 45 6 to to TO 03-plumb-humanities 45 7 refine refine VB 03-plumb-humanities 45 8 the the DT 03-plumb-humanities 45 9 problems problem NNS 03-plumb-humanities 45 10 and and CC 03-plumb-humanities 45 11 limits limit NNS 03-plumb-humanities 45 12 of of IN 03-plumb-humanities 45 13 using use VBG 03-plumb-humanities 45 14 large large JJ 03-plumb-humanities 45 15 collections collection NNS 03-plumb-humanities 45 16 of of IN 03-plumb-humanities 45 17 text text NN 03-plumb-humanities 45 18 for for IN 03-plumb-humanities 45 19 training training NN 03-plumb-humanities 45 20 embeddings embedding NNS 03-plumb-humanities 45 21 . . . 03-plumb-humanities 46 1 These these DT 03-plumb-humanities 46 2 large large JJ 03-plumb-humanities 46 3 collections collection NNS 03-plumb-humanities 46 4 tend tend VBP 03-plumb-humanities 46 5 to to TO 03-plumb-humanities 46 6 reflect reflect VB 03-plumb-humanities 46 7 the the DT 03-plumb-humanities 46 8 biases bias NNS 03-plumb-humanities 46 9 that that WDT 03-plumb-humanities 46 10 exist exist VBP 03-plumb-humanities 46 11 in in IN 03-plumb-humanities 46 12 soci- soci- NN 03-plumb-humanities 46 13 ety ety NN 03-plumb-humanities 46 14 and and CC 03-plumb-humanities 46 15 history history NN 03-plumb-humanities 46 16 , , , 03-plumb-humanities 46 17 and and CC 03-plumb-humanities 46 18 in in IN 03-plumb-humanities 46 19 turn turn NN 03-plumb-humanities 46 20 , , , 03-plumb-humanities 46 21 systems system NNS 03-plumb-humanities 46 22 based base VBN 03-plumb-humanities 46 23 on on IN 03-plumb-humanities 46 24 these these DT 03-plumb-humanities 46 25 datasets dataset NNS 03-plumb-humanities 46 26 can can MD 03-plumb-humanities 46 27 make make VB 03-plumb-humanities 46 28 troubling troubling JJ 03-plumb-humanities 46 29 inferences inference NNS 03-plumb-humanities 46 30 , , , 03-plumb-humanities 46 31 now now RB 03-plumb-humanities 46 32 well well RB 03-plumb-humanities 46 33 documented document VBN 03-plumb-humanities 46 34 as as IN 03-plumb-humanities 46 35 algorithmic algorithmic NNP 03-plumb-humanities 46 36 bias.4 bias.4 NNP 03-plumb-humanities 46 37 Computer Computer NNP 03-plumb-humanities 46 38 science science NN 03-plumb-humanities 46 39 researchers researcher NNS 03-plumb-humanities 46 40 need need VBP 03-plumb-humanities 46 41 to to TO 03-plumb-humanities 46 42 evaluate evaluate VB 03-plumb-humanities 46 43 the the DT 03-plumb-humanities 46 44 social social JJ 03-plumb-humanities 46 45 dimensions dimension NNS 03-plumb-humanities 46 46 of of IN 03-plumb-humanities 46 47 their -PRON- PRP$ 03-plumb-humanities 46 48 applications application NNS 03-plumb-humanities 46 49 in in IN 03-plumb-humanities 46 50 diverse diverse JJ 03-plumb-humanities 46 51 societies society NNS 03-plumb-humanities 46 52 and and CC 03-plumb-humanities 46 53 find find VB 03-plumb-humanities 46 54 ways way NNS 03-plumb-humanities 46 55 to to TO 03-plumb-humanities 46 56 fairly fairly RB 03-plumb-humanities 46 57 represent represent VB 03-plumb-humanities 46 58 all all DT 03-plumb-humanities 46 59 popula- popula- JJ 03-plumb-humanities 46 60 tions tion NNS 03-plumb-humanities 46 61 . . . 03-plumb-humanities 47 1 3See 3see CD 03-plumb-humanities 47 2 Koehrsen Koehrsen NNP 03-plumb-humanities 47 3 2018 2018 CD 03-plumb-humanities 47 4 for for IN 03-plumb-humanities 47 5 a a DT 03-plumb-humanities 47 6 fuller full JJR 03-plumb-humanities 47 7 explanation explanation NN 03-plumb-humanities 47 8 of of IN 03-plumb-humanities 47 9 the the DT 03-plumb-humanities 47 10 process process NN 03-plumb-humanities 47 11 . . . 03-plumb-humanities 48 1 4As 4as CD 03-plumb-humanities 48 2 investigated investigate VBD 03-plumb-humanities 48 3 , , , 03-plumb-humanities 48 4 for for IN 03-plumb-humanities 48 5 instance instance NN 03-plumb-humanities 48 6 , , , 03-plumb-humanities 48 7 in in IN 03-plumb-humanities 48 8 Noble Noble NNP 03-plumb-humanities 48 9 2018 2018 CD 03-plumb-humanities 48 10 . . . 03-plumb-humanities 49 1 32 32 CD 03-plumb-humanities 49 2 Machine Machine NNP 03-plumb-humanities 49 3 Learning Learning NNP 03-plumb-humanities 49 4 , , , 03-plumb-humanities 49 5 Libraries Libraries NNPS 03-plumb-humanities 49 6 , , , 03-plumb-humanities 49 7 and and CC 03-plumb-humanities 49 8 Cross Cross NNP 03-plumb-humanities 49 9 - - NNP 03-plumb-humanities 49 10 Disciplinary Disciplinary NNP 03-plumb-humanities 49 11 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 49 12 3 3 CD 03-plumb-humanities 49 13 Digital Digital NNP 03-plumb-humanities 49 14 humanities humanity NNS 03-plumb-humanities 49 15 practices practice NNS 03-plumb-humanities 49 16 can can MD 03-plumb-humanities 49 17 implicitly implicitly RB 03-plumb-humanities 49 18 help help VB 03-plumb-humanities 49 19 address address VB 03-plumb-humanities 49 20 these these DT 03-plumb-humanities 49 21 issues issue NNS 03-plumb-humanities 49 22 . . . 03-plumb-humanities 50 1 Literary literary JJ 03-plumb-humanities 50 2 studies study NNS 03-plumb-humanities 50 3 , , , 03-plumb-humanities 50 4 as as IN 03-plumb-humanities 50 5 it -PRON- PRP 03-plumb-humanities 50 6 evolves evolve VBZ 03-plumb-humanities 50 7 towards towards IN 03-plumb-humanities 50 8 multivocality multivocality NN 03-plumb-humanities 50 9 and and CC 03-plumb-humanities 50 10 canon canon NN 03-plumb-humanities 50 11 expansion expansion NN 03-plumb-humanities 50 12 , , , 03-plumb-humanities 50 13 makes make VBZ 03-plumb-humanities 50 14 explicit explicit RB 03-plumb-humanities 50 15 a a DT 03-plumb-humanities 50 16 link link NN 03-plumb-humanities 50 17 between between IN 03-plumb-humanities 50 18 methods method NNS 03-plumb-humanities 50 19 of of IN 03-plumb-humanities 50 20 literary literary JJ 03-plumb-humanities 50 21 analysis analysis NN 03-plumb-humanities 50 22 and and CC 03-plumb-humanities 50 23 digital digital JJ 03-plumb-humanities 50 24 practices practice NNS 03-plumb-humanities 50 25 that that WDT 03-plumb-humanities 50 26 are be VBP 03-plumb-humanities 50 27 deliberately deliberately RB 03-plumb-humanities 50 28 inclusive inclusive JJ 03-plumb-humanities 50 29 , , , 03-plumb-humanities 50 30 less less RBR 03-plumb-humanities 50 31 - - HYPH 03-plumb-humanities 50 32 biased bias VBN 03-plumb-humanities 50 33 , , , 03-plumb-humanities 50 34 and and CC 03-plumb-humanities 50 35 diachronic diachronic JJ 03-plumb-humanities 50 36 ( ( -LRB- 03-plumb-humanities 50 37 rather rather RB 03-plumb-humanities 50 38 than than IN 03-plumb-humanities 50 39 ahistorical ahistorical JJ 03-plumb-humanities 50 40 ) ) -RRB- 03-plumb-humanities 50 41 . . . 03-plumb-humanities 51 1 Emerging emerge VBG 03-plumb-humanities 51 2 literary literary JJ 03-plumb-humanities 51 3 scholarship scholarship NN 03-plumb-humanities 51 4 uses use VBZ 03-plumb-humanities 51 5 computational computational JJ 03-plumb-humanities 51 6 methods method NNS 03-plumb-humanities 51 7 to to TO 03-plumb-humanities 51 8 question question VB 03-plumb-humanities 51 9 hegemonic hegemonic JJ 03-plumb-humanities 51 10 practices practice NNS 03-plumb-humanities 51 11 in in IN 03-plumb-humanities 51 12 the the DT 03-plumb-humanities 51 13 history history NN 03-plumb-humanities 51 14 of of IN 03-plumb-humanities 51 15 the the DT 03-plumb-humanities 51 16 field field NN 03-plumb-humanities 51 17 , , , 03-plumb-humanities 51 18 through through IN 03-plumb-humanities 51 19 the the DT 03-plumb-humanities 51 20 now now RB 03-plumb-humanities 51 21 - - HYPH 03-plumb-humanities 51 22 familiar familiar JJ 03-plumb-humanities 51 23 practice practice NN 03-plumb-humanities 51 24 of of IN 03-plumb-humanities 51 25 data datum NNS 03-plumb-humanities 51 26 cura- cura- NN 03-plumb-humanities 51 27 tion tion NN 03-plumb-humanities 51 28 ( ( -LRB- 03-plumb-humanities 51 29 Poole Poole NNP 03-plumb-humanities 51 30 2013 2013 CD 03-plumb-humanities 51 31 ) ) -RRB- 03-plumb-humanities 51 32 . . . 03-plumb-humanities 52 1 But but CC 03-plumb-humanities 52 2 this this DT 03-plumb-humanities 52 3 work work NN 03-plumb-humanities 52 4 can can MD 03-plumb-humanities 52 5 also also RB 03-plumb-humanities 52 6 help help VB 03-plumb-humanities 52 7 combat combat VB 03-plumb-humanities 52 8 algorithmic algorithmic JJ 03-plumb-humanities 52 9 bias bias NN 03-plumb-humanities 52 10 more more RBR 03-plumb-humanities 52 11 broadly broadly RB 03-plumb-humanities 52 12 , , , 03-plumb-humanities 52 13 and and CC 03-plumb-humanities 52 14 expand expand VB 03-plumb-humanities 52 15 beyond beyond IN 03-plumb-humanities 52 16 corpus corpus NNP 03-plumb-humanities 52 17 development development NN 03-plumb-humanities 52 18 into into IN 03-plumb-humanities 52 19 algorithmic algorithmic JJ 03-plumb-humanities 52 20 design design NN 03-plumb-humanities 52 21 . . . 03-plumb-humanities 53 1 As as IN 03-plumb-humanities 53 2 digital digital JJ 03-plumb-humanities 53 3 literary literary JJ 03-plumb-humanities 53 4 scholarship scholarship NN 03-plumb-humanities 53 5 continues continue VBZ 03-plumb-humanities 53 6 to to TO 03-plumb-humanities 53 7 deepen deepen VB 03-plumb-humanities 53 8 its -PRON- PRP$ 03-plumb-humanities 53 9 exchanges exchange NNS 03-plumb-humanities 53 10 with with IN 03-plumb-humanities 53 11 Sociology sociology NN 03-plumb-humanities 53 12 , , , 03-plumb-humanities 53 13 History history NN 03-plumb-humanities 53 14 , , , 03-plumb-humanities 53 15 and and CC 03-plumb-humanities 53 16 Information Information NNP 03-plumb-humanities 53 17 Science Science NNP 03-plumb-humanities 53 18 , , , 03-plumb-humanities 53 19 stronger strong JJR 03-plumb-humanities 53 20 methodologies methodology NNS 03-plumb-humanities 53 21 for for IN 03-plumb-humanities 53 22 using use VBG 03-plumb-humanities 53 23 fair fair JJ 03-plumb-humanities 53 24 and and CC 03-plumb-humanities 53 25 representative representative JJ 03-plumb-humanities 53 26 data datum NNS 03-plumb-humanities 53 27 will will MD 03-plumb-humanities 53 28 become become VB 03-plumb-humanities 53 29 pervasive pervasive JJ 03-plumb-humanities 53 30 throughout throughout IN 03-plumb-humanities 53 31 these these DT 03-plumb-humanities 53 32 disciplines discipline NNS 03-plumb-humanities 53 33 , , , 03-plumb-humanities 53 34 as as RB 03-plumb-humanities 53 35 well well RB 03-plumb-humanities 53 36 as as IN 03-plumb-humanities 53 37 in in IN 03-plumb-humanities 53 38 commercial commercial JJ 03-plumb-humanities 53 39 applications application NNS 03-plumb-humanities 53 40 . . . 03-plumb-humanities 54 1 Interdisciplinary Interdisciplinary NNP 03-plumb-humanities 54 2 methodologies methodology NNS 03-plumb-humanities 54 3 are be VBP 03-plumb-humanities 54 4 foundational foundational JJ 03-plumb-humanities 54 5 to to IN 03-plumb-humanities 54 6 future future JJ 03-plumb-humanities 54 7 com- com- NNP 03-plumb-humanities 54 8 putational putational JJ 03-plumb-humanities 54 9 literary literary JJ 03-plumb-humanities 54 10 research research NN 03-plumb-humanities 54 11 that that WDT 03-plumb-humanities 54 12 can can MD 03-plumb-humanities 54 13 make make VB 03-plumb-humanities 54 14 sophisticated sophisticated JJ 03-plumb-humanities 54 15 contributions contribution NNS 03-plumb-humanities 54 16 to to TO 03-plumb-humanities 54 17 text text NN 03-plumb-humanities 54 18 analysis analysis NN 03-plumb-humanities 54 19 . . . 03-plumb-humanities 55 1 The the DT 03-plumb-humanities 55 2 Bengal Bengal NNP 03-plumb-humanities 55 3 Annual Annual NNP 03-plumb-humanities 55 4 : : : 03-plumb-humanities 55 5 A a DT 03-plumb-humanities 55 6 Case Case NNP 03-plumb-humanities 55 7 Study Study NNP 03-plumb-humanities 55 8 Complex Complex NNP 03-plumb-humanities 55 9 relationships relationship NNS 03-plumb-humanities 55 10 between between IN 03-plumb-humanities 55 11 words word NNS 03-plumb-humanities 55 12 can can MD 03-plumb-humanities 55 13 not not RB 03-plumb-humanities 55 14 be be VB 03-plumb-humanities 55 15 fully fully RB 03-plumb-humanities 55 16 assessed assess VBN 03-plumb-humanities 55 17 with with IN 03-plumb-humanities 55 18 one one CD 03-plumb-humanities 55 19 flat flat JJ 03-plumb-humanities 55 20 application application NN 03-plumb-humanities 55 21 of of IN 03-plumb-humanities 55 22 a a DT 03-plumb-humanities 55 23 pow- pow- NN 03-plumb-humanities 55 24 erful erful JJ 03-plumb-humanities 55 25 tool tool NN 03-plumb-humanities 55 26 to to IN 03-plumb-humanities 55 27 a a DT 03-plumb-humanities 55 28 set set NN 03-plumb-humanities 55 29 of of IN 03-plumb-humanities 55 30 texts text NNS 03-plumb-humanities 55 31 . . . 03-plumb-humanities 56 1 But but CC 03-plumb-humanities 56 2 this this DT 03-plumb-humanities 56 3 does do VBZ 03-plumb-humanities 56 4 not not RB 03-plumb-humanities 56 5 mean mean VB 03-plumb-humanities 56 6 that that IN 03-plumb-humanities 56 7 the the DT 03-plumb-humanities 56 8 usefulness usefulness NN 03-plumb-humanities 56 9 of of IN 03-plumb-humanities 56 10 machine machine NN 03-plumb-humanities 56 11 learning learn VBG 03-plumb-humanities 56 12 for for IN 03-plumb-humanities 56 13 literature literature NN 03-plumb-humanities 56 14 is be VBZ 03-plumb-humanities 56 15 limited limited JJ 03-plumb-humanities 56 16 : : : 03-plumb-humanities 56 17 rather rather RB 03-plumb-humanities 56 18 , , , 03-plumb-humanities 56 19 scholars scholar NNS 03-plumb-humanities 56 20 can can MD 03-plumb-humanities 56 21 wield wield VB 03-plumb-humanities 56 22 it -PRON- PRP 03-plumb-humanities 56 23 to to TO 03-plumb-humanities 56 24 control control VB 03-plumb-humanities 56 25 how how WRB 03-plumb-humanities 56 26 machines machine NNS 03-plumb-humanities 56 27 learn learn VBP 03-plumb-humanities 56 28 sets set NNS 03-plumb-humanities 56 29 of of IN 03-plumb-humanities 56 30 relation- relation- NN 03-plumb-humanities 56 31 ships ship NNS 03-plumb-humanities 56 32 between between IN 03-plumb-humanities 56 33 concepts concept NNS 03-plumb-humanities 56 34 . . . 03-plumb-humanities 57 1 Choosing choose VBG 03-plumb-humanities 57 2 which which WDT 03-plumb-humanities 57 3 texts text NNS 03-plumb-humanities 57 4 to to TO 03-plumb-humanities 57 5 include include VB 03-plumb-humanities 57 6 in in IN 03-plumb-humanities 57 7 a a DT 03-plumb-humanities 57 8 corpus corpus NN 03-plumb-humanities 57 9 is be VBZ 03-plumb-humanities 57 10 coupled couple VBN 03-plumb-humanities 57 11 to to IN 03-plumb-humanities 57 12 decisions decision NNS 03-plumb-humanities 57 13 about about IN 03-plumb-humanities 57 14 whether whether IN 03-plumb-humanities 57 15 and and CC 03-plumb-humanities 57 16 how how WRB 03-plumb-humanities 57 17 to to TO 03-plumb-humanities 57 18 label label VB 03-plumb-humanities 57 19 its -PRON- PRP$ 03-plumb-humanities 57 20 contents content NNS 03-plumb-humanities 57 21 , , , 03-plumb-humanities 57 22 and and CC 03-plumb-humanities 57 23 how how WRB 03-plumb-humanities 57 24 to to TO 03-plumb-humanities 57 25 tune tune VB 03-plumb-humanities 57 26 the the DT 03-plumb-humanities 57 27 parameters parameter NNS 03-plumb-humanities 57 28 of of IN 03-plumb-humanities 57 29 the the DT 03-plumb-humanities 57 30 algorithms algorithm NNS 03-plumb-humanities 57 31 . . . 03-plumb-humanities 58 1 For for IN 03-plumb-humanities 58 2 the the DT 03-plumb-humanities 58 3 purposes purpose NNS 03-plumb-humanities 58 4 of of IN 03-plumb-humanities 58 5 literary literary JJ 03-plumb-humanities 58 6 analysis analysis NN 03-plumb-humanities 58 7 , , , 03-plumb-humanities 58 8 these these DT 03-plumb-humanities 58 9 should should MD 03-plumb-humanities 58 10 be be VB 03-plumb-humanities 58 11 embraced embrace VBN 03-plumb-humanities 58 12 as as IN 03-plumb-humanities 58 13 interpretive interpretive JJ 03-plumb-humanities 58 14 , , , 03-plumb-humanities 58 15 biased biased JJ 03-plumb-humanities 58 16 acts act NNS 03-plumb-humanities 58 17 — — : 03-plumb-humanities 58 18 ones one NNS 03-plumb-humanities 58 19 that that WDT 03-plumb-humanities 58 20 deepen deepen VBP 03-plumb-humanities 58 21 understanding understanding NN 03-plumb-humanities 58 22 of of IN 03-plumb-humanities 58 23 commonly commonly RB 03-plumb-humanities 58 24 - - HYPH 03-plumb-humanities 58 25 employed employ VBN 03-plumb-humanities 58 26 computational computational JJ 03-plumb-humanities 58 27 methods method NNS 03-plumb-humanities 58 28 — — : 03-plumb-humanities 58 29 and and CC 03-plumb-humanities 58 30 folded fold VBN 03-plumb-humanities 58 31 into into IN 03-plumb-humanities 58 32 emerging emerge VBG 03-plumb-humanities 58 33 methodologies methodology NNS 03-plumb-humanities 58 34 . . . 03-plumb-humanities 59 1 Because because IN 03-plumb-humanities 59 2 humanities humanity NNS 03-plumb-humanities 59 3 scholars scholar NNS 03-plumb-humanities 59 4 are be VBP 03-plumb-humanities 59 5 not not RB 03-plumb-humanities 59 6 generating generate VBG 03-plumb-humanities 59 7 models model NNS 03-plumb-humanities 59 8 to to TO 03-plumb-humanities 59 9 serve serve VB 03-plumb-humanities 59 10 appli- appli- JJ 03-plumb-humanities 59 11 cations cation NNS 03-plumb-humanities 59 12 with with IN 03-plumb-humanities 59 13 thousands thousand NNS 03-plumb-humanities 59 14 of of IN 03-plumb-humanities 59 15 end end NN 03-plumb-humanities 59 16 - - HYPH 03-plumb-humanities 59 17 users user NNS 03-plumb-humanities 59 18 who who WP 03-plumb-humanities 59 19 primarily primarily RB 03-plumb-humanities 59 20 expect expect VBP 03-plumb-humanities 59 21 accuracy accuracy NN 03-plumb-humanities 59 22 , , , 03-plumb-humanities 59 23 they -PRON- PRP 03-plumb-humanities 59 24 can can MD 03-plumb-humanities 59 25 exploit exploit VB 03-plumb-humanities 59 26 the the DT 03-plumb-humanities 59 27 fallacies fallacy NNS 03-plumb-humanities 59 28 of of IN 03-plumb-humanities 59 29 machine machine NN 03-plumb-humanities 59 30 learning learn VBG 03-plumb-humanities 59 31 in in IN 03-plumb-humanities 59 32 order order NN 03-plumb-humanities 59 33 to to TO 03-plumb-humanities 59 34 improve improve VB 03-plumb-humanities 59 35 how how WRB 03-plumb-humanities 59 36 dataset dataset JJ 03-plumb-humanities 59 37 management management NN 03-plumb-humanities 59 38 and and CC 03-plumb-humanities 59 39 feature feature NN 03-plumb-humanities 59 40 engineering engineering NN 03-plumb-humanities 59 41 are be VBP 03-plumb-humanities 59 42 conducted conduct VBN 03-plumb-humanities 59 43 . . . 03-plumb-humanities 60 1 Working work VBG 03-plumb-humanities 60 2 with with IN 03-plumb-humanities 60 3 big big JJ 03-plumb-humanities 60 4 data datum NNS 03-plumb-humanities 60 5 in in IN 03-plumb-humanities 60 6 order order NN 03-plumb-humanities 60 7 to to TO 03-plumb-humanities 60 8 generate generate VB 03-plumb-humanities 60 9 models model NNS 03-plumb-humanities 60 10 is be VBZ 03-plumb-humanities 60 11 n’t not RB 03-plumb-humanities 60 12 valuable valuable JJ 03-plumb-humanities 60 13 because because IN 03-plumb-humanities 60 14 it -PRON- PRP 03-plumb-humanities 60 15 reveals reveal VBZ 03-plumb-humanities 60 16 history history NN 03-plumb-humanities 60 17 ’s ’s POS 03-plumb-humanities 60 18 “ " `` 03-plumb-humanities 60 19 true true JJ 03-plumb-humanities 60 20 ” " '' 03-plumb-humanities 60 21 cultural cultural JJ 03-plumb-humanities 60 22 patterns pattern NNS 03-plumb-humanities 60 23 , , , 03-plumb-humanities 60 24 but but CC 03-plumb-humanities 60 25 because because IN 03-plumb-humanities 60 26 it -PRON- PRP 03-plumb-humanities 60 27 demonstrates demonstrate VBZ 03-plumb-humanities 60 28 how how WRB 03-plumb-humanities 60 29 machines machine NNS 03-plumb-humanities 60 30 already already RB 03-plumb-humanities 60 31 circulate circulate VBP 03-plumb-humanities 60 32 those those DT 03-plumb-humanities 60 33 “ " `` 03-plumb-humanities 60 34 truths truth NNS 03-plumb-humanities 60 35 . . . 03-plumb-humanities 60 36 ” " '' 03-plumb-humanities 60 37 A a DT 03-plumb-humanities 60 38 scholar scholar NN 03-plumb-humanities 60 39 ’s ’s POS 03-plumb-humanities 60 40 deep deep JJ 03-plumb-humanities 60 41 knowledge knowledge NN 03-plumb-humanities 60 42 of of IN 03-plumb-humanities 60 43 the the DT 03-plumb-humanities 60 44 historical historical JJ 03-plumb-humanities 60 45 content content NN 03-plumb-humanities 60 46 and and CC 03-plumb-humanities 60 47 formalities formality NNS 03-plumb-humanities 60 48 of of IN 03-plumb-humanities 60 49 language language NN 03-plumb-humanities 60 50 can can MD 03-plumb-humanities 60 51 determine determine VB 03-plumb-humanities 60 52 how how WRB 03-plumb-humanities 60 53 corpora corpora NN 03-plumb-humanities 60 54 are be VBP 03-plumb-humanities 60 55 compared compare VBN 03-plumb-humanities 60 56 , , , 03-plumb-humanities 60 57 how how WRB 03-plumb-humanities 60 58 we -PRON- PRP 03-plumb-humanities 60 59 experiment experiment VBP 03-plumb-humanities 60 60 with with IN 03-plumb-humanities 60 61 known know VBN 03-plumb-humanities 60 62 biases bias NNS 03-plumb-humanities 60 63 , , , 03-plumb-humanities 60 64 and and CC 03-plumb-humanities 60 65 how how WRB 03-plumb-humanities 60 66 we -PRON- PRP 03-plumb-humanities 60 67 move move VBP 03-plumb-humanities 60 68 towards towards IN 03-plumb-humanities 60 69 a a DT 03-plumb-humanities 60 70 future future JJ 03-plumb-humanities 60 71 landscape landscape NN 03-plumb-humanities 60 72 of of IN 03-plumb-humanities 60 73 literary literary JJ 03-plumb-humanities 60 74 analysis analysis NN 03-plumb-humanities 60 75 that that WDT 03-plumb-humanities 60 76 is be VBZ 03-plumb-humanities 60 77 inclusive inclusive JJ 03-plumb-humanities 60 78 of of IN 03-plumb-humanities 60 79 marginalized marginalized JJ 03-plumb-humanities 60 80 texts text NNS 03-plumb-humanities 60 81 and and CC 03-plumb-humanities 60 82 the the DT 03-plumb-humanities 60 83 latest late JJS 03-plumb-humanities 60 84 cultural cultural JJ 03-plumb-humanities 60 85 theory theory NN 03-plumb-humanities 60 86 . . . 03-plumb-humanities 61 1 Roopika Roopika NNP 03-plumb-humanities 61 2 Risam Risam NNP 03-plumb-humanities 61 3 , , , 03-plumb-humanities 61 4 for for IN 03-plumb-humanities 61 5 instance instance NN 03-plumb-humanities 61 6 , , , 03-plumb-humanities 61 7 advocates advocate NNS 03-plumb-humanities 61 8 for for IN 03-plumb-humanities 61 9 both both CC 03-plumb-humanities 61 10 a a DT 03-plumb-humanities 61 11 theoretical theoretical JJ 03-plumb-humanities 61 12 and and CC 03-plumb-humanities 61 13 practice practice NN 03-plumb-humanities 61 14 - - HYPH 03-plumb-humanities 61 15 based base VBN 03-plumb-humanities 61 16 decoloniza- decoloniza- JJ 03-plumb-humanities 61 17 tion tion NN 03-plumb-humanities 61 18 of of IN 03-plumb-humanities 61 19 the the DT 03-plumb-humanities 61 20 digital digital JJ 03-plumb-humanities 61 21 humanities humanity NNS 03-plumb-humanities 61 22 , , , 03-plumb-humanities 61 23 noting note VBG 03-plumb-humanities 61 24 ways way NNS 03-plumb-humanities 61 25 that that WDT 03-plumb-humanities 61 26 postcolonial postcolonial JJ 03-plumb-humanities 61 27 digital digital JJ 03-plumb-humanities 61 28 archives archive NNS 03-plumb-humanities 61 29 can can MD 03-plumb-humanities 61 30 intervene intervene VB 03-plumb-humanities 61 31 in in IN 03-plumb-humanities 61 32 knowledge knowledge NN 03-plumb-humanities 61 33 production production NN 03-plumb-humanities 61 34 in in IN 03-plumb-humanities 61 35 society society NN 03-plumb-humanities 61 36 ( ( -LRB- 03-plumb-humanities 61 37 2018 2018 CD 03-plumb-humanities 61 38 , , , 03-plumb-humanities 61 39 79 79 CD 03-plumb-humanities 61 40 ) ) -RRB- 03-plumb-humanities 61 41 . . . 03-plumb-humanities 62 1 Corpora Corpora NNP 03-plumb-humanities 62 2 created create VBD 03-plumb-humanities 62 3 from from IN 03-plumb-humanities 62 4 periods period NNS 03-plumb-humanities 62 5 of of IN 03-plumb-humanities 62 6 revolution revolution NN 03-plumb-humanities 62 7 , , , 03-plumb-humanities 62 8 then then RB 03-plumb-humanities 62 9 , , , 03-plumb-humanities 62 10 might may MD 03-plumb-humanities 62 11 reveal reveal VB 03-plumb-humanities 62 12 especially especially RB 03-plumb-humanities 62 13 useful useful JJ 03-plumb-humanities 62 14 vector vector NN 03-plumb-humanities 62 15 relationships relationship NNS 03-plumb-humanities 62 16 and and CC 03-plumb-humanities 62 17 lead lead VBP 03-plumb-humanities 62 18 to to IN 03-plumb-humanities 62 19 better well JJR 03-plumb-humanities 62 20 understanding understanding NN 03-plumb-humanities 62 21 of of IN 03-plumb-humanities 62 22 semantic semantic JJ 03-plumb-humanities 62 23 changes change NNS 03-plumb-humanities 62 24 during during IN 03-plumb-humanities 62 25 those those DT 03-plumb-humanities 62 26 times time NNS 03-plumb-humanities 62 27 . . . 03-plumb-humanities 63 1 Those those DT 03-plumb-humanities 63 2 word word NN 03-plumb-humanities 63 3 embeddings embedding NNS 03-plumb-humanities 63 4 might may MD 03-plumb-humanities 63 5 be be VB 03-plumb-humanities 63 6 useful useful JJ 03-plumb-humanities 63 7 for for IN 03-plumb-humanities 63 8 teaching teach VBG 03-plumb-humanities 63 9 computers computer NNS 03-plumb-humanities 63 10 racialized racialize VBD 03-plumb-humanities 63 11 language language NN 03-plumb-humanities 63 12 over over IN 03-plumb-humanities 63 13 timelines timeline NNS 03-plumb-humanities 63 14 , , , 03-plumb-humanities 63 15 so so IN 03-plumb-humanities 63 16 that that DT 03-plumb-humanities 63 17 machine machine NN 03-plumb-humanities 63 18 learning learning NN 03-plumb-humanities 63 19 applications application NNS 03-plumb-humanities 63 20 do do VBP 03-plumb-humanities 63 21 not not RB 03-plumb-humanities 63 22 only only RB 03-plumb-humanities 63 23 “ " `` 03-plumb-humanities 63 24 read read VB 03-plumb-humanities 63 25 ” " '' 03-plumb-humanities 63 26 his- his- RB 03-plumb-humanities 63 27 tory tory NN 03-plumb-humanities 63 28 as as IN 03-plumb-humanities 63 29 a a DT 03-plumb-humanities 63 30 flat flat JJ 03-plumb-humanities 63 31 set set NN 03-plumb-humanities 63 32 of of IN 03-plumb-humanities 63 33 relationships relationship NNS 03-plumb-humanities 63 34 , , , 03-plumb-humanities 63 35 and and CC 03-plumb-humanities 63 36 inevitably inevitably RB 03-plumb-humanities 63 37 reflect reflect VB 03-plumb-humanities 63 38 the the DT 03-plumb-humanities 63 39 worst bad JJS 03-plumb-humanities 63 40 of of IN 03-plumb-humanities 63 41 its -PRON- PRP$ 03-plumb-humanities 63 42 biases bias NNS 03-plumb-humanities 63 43 . . . 03-plumb-humanities 64 1 To to TO 03-plumb-humanities 64 2 begin begin VB 03-plumb-humanities 64 3 to to TO 03-plumb-humanities 64 4 unpack unpack VB 03-plumb-humanities 64 5 this this DT 03-plumb-humanities 64 6 process process NN 03-plumb-humanities 64 7 , , , 03-plumb-humanities 64 8 I -PRON- PRP 03-plumb-humanities 64 9 will will MD 03-plumb-humanities 64 10 present present VB 03-plumb-humanities 64 11 a a DT 03-plumb-humanities 64 12 case case NN 03-plumb-humanities 64 13 study study NN 03-plumb-humanities 64 14 on on IN 03-plumb-humanities 64 15 the the DT 03-plumb-humanities 64 16 1830 1830 CD 03-plumb-humanities 64 17 Bengal Bengal NNP 03-plumb-humanities 64 18 Annual Annual NNP 03-plumb-humanities 64 19 and and CC 03-plumb-humanities 64 20 a a DT 03-plumb-humanities 64 21 corpus corpus NN 03-plumb-humanities 64 22 of of IN 03-plumb-humanities 64 23 similarly similarly RB 03-plumb-humanities 64 24 - - HYPH 03-plumb-humanities 64 25 situated situate VBN 03-plumb-humanities 64 26 texts text NNS 03-plumb-humanities 64 27 . . . 03-plumb-humanities 65 1 Our -PRON- PRP$ 03-plumb-humanities 65 2 team team NN 03-plumb-humanities 65 3 , , , 03-plumb-humanities 65 4 made make VBN 03-plumb-humanities 65 5 up up RP 03-plumb-humanities 65 6 of of IN 03-plumb-humanities 65 7 students student NNS 03-plumb-humanities 65 8 in in IN 03-plumb-humanities 65 9 Katherine Katherine NNP 03-plumb-humanities 65 10 D. D. NNP 03-plumb-humanities 65 11 Harris Harris NNP 03-plumb-humanities 65 12 ’s ’s POS 03-plumb-humanities 65 13 graduate graduate NN 03-plumb-humanities 65 14 seminar seminar NN 03-plumb-humanities 65 15 on on IN 03-plumb-humanities 65 16 decolonizing decolonize VBG 03-plumb-humanities 65 17 Romantic Romantic NNP 03-plumb-humanities 65 18 Literature Literature NNP 03-plumb-humanities 65 19 at at IN 03-plumb-humanities 65 20 San San NNP 03-plumb-humanities 65 21 Jose Jose NNP 03-plumb-humanities 65 22 State State NNP 03-plumb-humanities 65 23 University University NNP 03-plumb-humanities 65 24 , , , 03-plumb-humanities 65 25 asked ask VBD 03-plumb-humanities 65 26 : : : 03-plumb-humanities 65 27 can can MD 03-plumb-humanities 65 28 we -PRON- PRP 03-plumb-humanities 65 29 operationalize operationalize VB 03-plumb-humanities 65 30 questions question NNS 03-plumb-humanities 65 31 that that WDT 03-plumb-humanities 65 32 arise arise VBP 03-plumb-humanities 65 33 from from IN 03-plumb-humanities 65 34 close close JJ 03-plumb-humanities 65 35 readings reading NNS 03-plumb-humanities 65 36 of of IN 03-plumb-humanities 65 37 texts text NNS 03-plumb-humanities 65 38 to to TO 03-plumb-humanities 65 39 turn turn VB 03-plumb-humanities 65 40 problematic problematic JJ 03-plumb-humanities 65 41 quanti- quanti- NN 03-plumb-humanities 65 42 tative tative NN 03-plumb-humanities 65 43 evaluations evaluation NNS 03-plumb-humanities 65 44 of of IN 03-plumb-humanities 65 45 words word NNS 03-plumb-humanities 65 46 into into IN 03-plumb-humanities 65 47 more more JJR 03-plumb-humanities 65 48 complex complex JJ 03-plumb-humanities 65 49 methods method NNS 03-plumb-humanities 65 50 of of IN 03-plumb-humanities 65 51 interpretation interpretation NN 03-plumb-humanities 65 52 ? ? . 03-plumb-humanities 66 1 A a DT 03-plumb-humanities 66 2 computer computer NN 03-plumb-humanities 66 3 can can MD 03-plumb-humanities 66 4 not not RB 03-plumb-humanities 66 5 interpret interpret VB 03-plumb-humanities 66 6 complex complex JJ 03-plumb-humanities 66 7 cultural cultural JJ 03-plumb-humanities 66 8 concepts concept NNS 03-plumb-humanities 66 9 , , , 03-plumb-humanities 66 10 but but CC 03-plumb-humanities 66 11 it -PRON- PRP 03-plumb-humanities 66 12 can can MD 03-plumb-humanities 66 13 be be VB 03-plumb-humanities 66 14 instructed instruct VBN 03-plumb-humanities 66 15 to to TO 03-plumb-humanities 66 16 weigh weigh VB 03-plumb-humanities 66 17 time time NN 03-plumb-humanities 66 18 period period NN 03-plumb-humanities 66 19 , , , 03-plumb-humanities 66 20 narrative narrative JJ 03-plumb-humanities 66 21 per- per- NN 03-plumb-humanities 66 22 spective spective JJ 03-plumb-humanities 66 23 , , , 03-plumb-humanities 66 24 and and CC 03-plumb-humanities 66 25 publication publication NN 03-plumb-humanities 66 26 venue venue NN 03-plumb-humanities 66 27 , , , 03-plumb-humanities 66 28 much much RB 03-plumb-humanities 66 29 as as IN 03-plumb-humanities 66 30 a a DT 03-plumb-humanities 66 31 literary literary JJ 03-plumb-humanities 66 32 scholar scholar NN 03-plumb-humanities 66 33 would would MD 03-plumb-humanities 66 34 . . . 03-plumb-humanities 67 1 With with IN 03-plumb-humanities 67 2 the the DT 03-plumb-humanities 67 3 explosion explosion NN 03-plumb-humanities 67 4 of of IN 03-plumb-humanities 67 5 print print NN 03-plumb-humanities 67 6 culture culture NN 03-plumb-humanities 67 7 in in IN 03-plumb-humanities 67 8 England England NNP 03-plumb-humanities 67 9 in in IN 03-plumb-humanities 67 10 the the DT 03-plumb-humanities 67 11 first first JJ 03-plumb-humanities 67 12 half half NN 03-plumb-humanities 67 13 of of IN 03-plumb-humanities 67 14 the the DT 03-plumb-humanities 67 15 nineteenth nineteenth JJ 03-plumb-humanities 67 16 century century NN 03-plumb-humanities 67 17 , , , 03-plumb-humanities 67 18 publishers publisher NNS 03-plumb-humanities 67 19 began begin VBD 03-plumb-humanities 67 20 introducing introduce VBG 03-plumb-humanities 67 21 new new JJ 03-plumb-humanities 67 22 forms form NNS 03-plumb-humanities 67 23 of of IN 03-plumb-humanities 67 24 serialized serialize VBN 03-plumb-humanities 67 25 print print NN 03-plumb-humanities 67 26 materials material NNS 03-plumb-humanities 67 27 , , , 03-plumb-humanities 67 28 which which WDT 03-plumb-humanities 67 29 included include VBD 03-plumb-humanities 67 30 serialized serialize VBN 03-plumb-humanities 67 31 Plumb Plumb NNP 03-plumb-humanities 67 32 33 33 CD 03-plumb-humanities 67 33 publications publication NNS 03-plumb-humanities 67 34 known know VBN 03-plumb-humanities 67 35 as as IN 03-plumb-humanities 67 36 literary literary JJ 03-plumb-humanities 67 37 annuals annual NNS 03-plumb-humanities 67 38 ( ( -LRB- 03-plumb-humanities 67 39 Harris Harris NNP 03-plumb-humanities 67 40 2015 2015 CD 03-plumb-humanities 67 41 ) ) -RRB- 03-plumb-humanities 67 42 . . . 03-plumb-humanities 68 1 These these DT 03-plumb-humanities 68 2 multi multi JJ 03-plumb-humanities 68 3 - - JJ 03-plumb-humanities 68 4 author author NN 03-plumb-humanities 68 5 texts text NNS 03-plumb-humanities 68 6 were be VBD 03-plumb-humanities 68 7 commonly commonly RB 03-plumb-humanities 68 8 produced produce VBN 03-plumb-humanities 68 9 as as IN 03-plumb-humanities 68 10 high high JJ 03-plumb-humanities 68 11 - - HYPH 03-plumb-humanities 68 12 quality quality NN 03-plumb-humanities 68 13 volumes volume NNS 03-plumb-humanities 68 14 that that WDT 03-plumb-humanities 68 15 could could MD 03-plumb-humanities 68 16 be be VB 03-plumb-humanities 68 17 purchased purchase VBN 03-plumb-humanities 68 18 as as IN 03-plumb-humanities 68 19 gifts gift NNS 03-plumb-humanities 68 20 in in IN 03-plumb-humanities 68 21 the the DT 03-plumb-humanities 68 22 months month NNS 03-plumb-humanities 68 23 leading lead VBG 03-plumb-humanities 68 24 up up IN 03-plumb-humanities 68 25 to to IN 03-plumb-humanities 68 26 the the DT 03-plumb-humanities 68 27 holiday holiday NN 03-plumb-humanities 68 28 season season NN 03-plumb-humanities 68 29 . . . 03-plumb-humanities 69 1 As as IN 03-plumb-humanities 69 2 a a DT 03-plumb-humanities 69 3 genre genre NN 03-plumb-humanities 69 4 , , , 03-plumb-humanities 69 5 the the DT 03-plumb-humanities 69 6 annual annual JJ 03-plumb-humanities 69 7 included include VBN 03-plumb-humanities 69 8 poetry poetry NN 03-plumb-humanities 69 9 , , , 03-plumb-humanities 69 10 prose prose NN 03-plumb-humanities 69 11 , , , 03-plumb-humanities 69 12 and and CC 03-plumb-humanities 69 13 engravings engraving NNS 03-plumb-humanities 69 14 , , , 03-plumb-humanities 69 15 among among IN 03-plumb-humanities 69 16 other other JJ 03-plumb-humanities 69 17 varieties variety NNS 03-plumb-humanities 69 18 of of IN 03-plumb-humanities 69 19 content content NN 03-plumb-humanities 69 20 , , , 03-plumb-humanities 69 21 very very RB 03-plumb-humanities 69 22 often often RB 03-plumb-humanities 69 23 from from IN 03-plumb-humanities 69 24 well well RB 03-plumb-humanities 69 25 - - HYPH 03-plumb-humanities 69 26 known know VBN 03-plumb-humanities 69 27 authors author NNS 03-plumb-humanities 69 28 . . . 03-plumb-humanities 70 1 Literary literary JJ 03-plumb-humanities 70 2 annuals annual NNS 03-plumb-humanities 70 3 represent represent VBP 03-plumb-humanities 70 4 a a DT 03-plumb-humanities 70 5 significant significant JJ 03-plumb-humanities 70 6 shift shift NN 03-plumb-humanities 70 7 in in IN 03-plumb-humanities 70 8 the the DT 03-plumb-humanities 70 9 economics economic NNS 03-plumb-humanities 70 10 surrounding surround VBG 03-plumb-humanities 70 11 the the DT 03-plumb-humanities 70 12 production production NN 03-plumb-humanities 70 13 of of IN 03-plumb-humanities 70 14 print print NN 03-plumb-humanities 70 15 materials material NNS 03-plumb-humanities 70 16 for for IN 03-plumb-humanities 70 17 mass mass JJ 03-plumb-humanities 70 18 consumption consumption NN 03-plumb-humanities 70 19 — — : 03-plumb-humanities 70 20 for for IN 03-plumb-humanities 70 21 instance instance NN 03-plumb-humanities 70 22 , , , 03-plumb-humanities 70 23 contributors contributor NNS 03-plumb-humanities 70 24 were be VBD 03-plumb-humanities 70 25 typically typically RB 03-plumb-humanities 70 26 paid pay VBN 03-plumb-humanities 70 27 . . . 03-plumb-humanities 71 1 And and CC 03-plumb-humanities 71 2 annuals annual NNS 03-plumb-humanities 71 3 , , , 03-plumb-humanities 71 4 though though IN 03-plumb-humanities 71 5 a a DT 03-plumb-humanities 71 6 luxury luxury NN 03-plumb-humanities 71 7 item item NN 03-plumb-humanities 71 8 , , , 03-plumb-humanities 71 9 were be VBD 03-plumb-humanities 71 10 more more RBR 03-plumb-humanities 71 11 affordable affordable JJ 03-plumb-humanities 71 12 than than IN 03-plumb-humanities 71 13 books book NNS 03-plumb-humanities 71 14 sold sell VBN 03-plumb-humanities 71 15 before before IN 03-plumb-humanities 71 16 the the DT 03-plumb-humanities 71 17 mechanization mechanization NN 03-plumb-humanities 71 18 of of IN 03-plumb-humanities 71 19 the the DT 03-plumb-humanities 71 20 printing print VBG 03-plumb-humanities 71 21 press press NN 03-plumb-humanities 71 22 ( ( -LRB- 03-plumb-humanities 71 23 Harris Harris NNP 03-plumb-humanities 71 24 2015 2015 CD 03-plumb-humanities 71 25 , , , 03-plumb-humanities 71 26 1 1 CD 03-plumb-humanities 71 27 - - SYM 03-plumb-humanities 71 28 29 29 CD 03-plumb-humanities 71 29 ) ) -RRB- 03-plumb-humanities 71 30 . . . 03-plumb-humanities 72 1 Literary literary JJ 03-plumb-humanities 72 2 annuals annual NNS 03-plumb-humanities 72 3 and and CC 03-plumb-humanities 72 4 other other JJ 03-plumb-humanities 72 5 periodicals periodical NNS 03-plumb-humanities 72 6 are be VBP 03-plumb-humanities 72 7 interesting interesting JJ 03-plumb-humanities 72 8 sites site NNS 03-plumb-humanities 72 9 of of IN 03-plumb-humanities 72 10 literary literary JJ 03-plumb-humanities 72 11 study study NN 03-plumb-humanities 72 12 because because IN 03-plumb-humanities 72 13 they -PRON- PRP 03-plumb-humanities 72 14 can can MD 03-plumb-humanities 72 15 be be VB 03-plumb-humanities 72 16 read read VBN 03-plumb-humanities 72 17 as as IN 03-plumb-humanities 72 18 reinforcing reinforce VBG 03-plumb-humanities 72 19 or or CC 03-plumb-humanities 72 20 resisting resist VBG 03-plumb-humanities 72 21 the the DT 03-plumb-humanities 72 22 British British NNP 03-plumb-humanities 72 23 Empire Empire NNP 03-plumb-humanities 72 24 . . . 03-plumb-humanities 73 1 London London NNP 03-plumb-humanities 73 2 - - HYPH 03-plumb-humanities 73 3 based base VBN 03-plumb-humanities 73 4 periodicals periodical NNS 03-plumb-humanities 73 5 were be VBD 03-plumb-humanities 73 6 eventually eventually RB 03-plumb-humanities 73 7 distributed distribute VBN 03-plumb-humanities 73 8 to to IN 03-plumb-humanities 73 9 all all DT 03-plumb-humanities 73 10 of of IN 03-plumb-humanities 73 11 Britain Britain NNP 03-plumb-humanities 73 12 ’s ’s POS 03-plumb-humanities 73 13 colonial colonial JJ 03-plumb-humanities 73 14 holdings holding NNS 03-plumb-humanities 73 15 , , , 03-plumb-humanities 73 16 including include VBG 03-plumb-humanities 73 17 India India NNP 03-plumb-humanities 73 18 ( ( -LRB- 03-plumb-humanities 73 19 Harris Harris NNP 03-plumb-humanities 73 20 2019 2019 CD 03-plumb-humanities 73 21 ) ) -RRB- 03-plumb-humanities 73 22 . . . 03-plumb-humanities 74 1 As as IN 03-plumb-humanities 74 2 The the DT 03-plumb-humanities 74 3 Bengal Bengal NNP 03-plumb-humanities 74 4 Annual Annual NNP 03-plumb-humanities 74 5 was be VBD 03-plumb-humanities 74 6 written write VBN 03-plumb-humanities 74 7 in in IN 03-plumb-humanities 74 8 India India NNP 03-plumb-humanities 74 9 and and CC 03-plumb-humanities 74 10 contains contain VBZ 03-plumb-humanities 74 11 a a DT 03-plumb-humanities 74 12 small small JJ 03-plumb-humanities 74 13 representation representation NN 03-plumb-humanities 74 14 of of IN 03-plumb-humanities 74 15 Indian indian JJ 03-plumb-humanities 74 16 authors author NNS 03-plumb-humanities 74 17 , , , 03-plumb-humanities 74 18 our -PRON- PRP$ 03-plumb-humanities 74 19 project project NN 03-plumb-humanities 74 20 investigates investigate VBZ 03-plumb-humanities 74 21 it -PRON- PRP 03-plumb-humanities 74 22 as as IN 03-plumb-humanities 74 23 a a DT 03-plumb-humanities 74 24 variation variation NN 03-plumb-humanities 74 25 on on IN 03-plumb-humanities 74 26 British british JJ 03-plumb-humanities 74 27 - - HYPH 03-plumb-humanities 74 28 centric centric NN 03-plumb-humanities 74 29 reading reading NN 03-plumb-humanities 74 30 materials material NNS 03-plumb-humanities 74 31 of of IN 03-plumb-humanities 74 32 the the DT 03-plumb-humanities 74 33 time time NN 03-plumb-humanities 74 34 , , , 03-plumb-humanities 74 35 which which WDT 03-plumb-humanities 74 36 perhaps perhaps RB 03-plumb-humanities 74 37 offered offer VBD 03-plumb-humanities 74 38 a a DT 03-plumb-humanities 74 39 provisional provisional JJ 03-plumb-humanities 74 40 voice voice NN 03-plumb-humanities 74 41 to to IN 03-plumb-humanities 74 42 a a DT 03-plumb-humanities 74 43 wider wide JJR 03-plumb-humanities 74 44 community community NN 03-plumb-humanities 74 45 of of IN 03-plumb-humanities 74 46 writers writer NNS 03-plumb-humanities 74 47 ( ( -LRB- 03-plumb-humanities 74 48 though though IN 03-plumb-humanities 74 49 not not RB 03-plumb-humanities 74 50 without without IN 03-plumb-humanities 74 51 claims claim NNS 03-plumb-humanities 74 52 of of IN 03-plumb-humanities 74 53 superiority superiority NN 03-plumb-humanities 74 54 over over IN 03-plumb-humanities 74 55 the the DT 03-plumb-humanities 74 56 colonized colonize VBN 03-plumb-humanities 74 57 territory territory NN 03-plumb-humanities 74 58 it -PRON- PRP 03-plumb-humanities 74 59 exploits exploit VBZ 03-plumb-humanities 74 60 ) ) -RRB- 03-plumb-humanities 74 61 . . . 03-plumb-humanities 75 1 Some some DT 03-plumb-humanities 75 2 of of IN 03-plumb-humanities 75 3 the the DT 03-plumb-humanities 75 4 contents content NNS 03-plumb-humanities 75 5 invoke invoke VBD 03-plumb-humanities 75 6 themes theme NNS 03-plumb-humanities 75 7 that that WDT 03-plumb-humanities 75 8 are be VBP 03-plumb-humanities 75 9 affiliated affiliate VBN 03-plumb-humanities 75 10 with with IN 03-plumb-humanities 75 11 major major JJ 03-plumb-humanities 75 12 Romantic romantic JJ 03-plumb-humanities 75 13 writers writer NNS 03-plumb-humanities 75 14 such such JJ 03-plumb-humanities 75 15 as as IN 03-plumb-humanities 75 16 William William NNP 03-plumb-humanities 75 17 Wordsworth Wordsworth NNP 03-plumb-humanities 75 18 and and CC 03-plumb-humanities 75 19 Samuel Samuel NNP 03-plumb-humanities 75 20 T. T. NNP 03-plumb-humanities 75 21 Coleridge Coleridge NNP 03-plumb-humanities 75 22 , , , 03-plumb-humanities 75 23 but but CC 03-plumb-humanities 75 24 editor editor NN 03-plumb-humanities 75 25 D.L. D.L. NNP 03-plumb-humanities 76 1 Richardson Richardson NNP 03-plumb-humanities 76 2 included include VBD 03-plumb-humanities 76 3 short short JJ 03-plumb-humanities 76 4 stories story NNS 03-plumb-humanities 76 5 and and CC 03-plumb-humanities 76 6 fiction fiction NN 03-plumb-humanities 76 7 , , , 03-plumb-humanities 76 8 which which WDT 03-plumb-humanities 76 9 were be VBD 03-plumb-humanities 76 10 not not RB 03-plumb-humanities 76 11 held hold VBN 03-plumb-humanities 76 12 in in IN 03-plumb-humanities 76 13 the the DT 03-plumb-humanities 76 14 same same JJ 03-plumb-humanities 76 15 regard regard NN 03-plumb-humanities 76 16 as as IN 03-plumb-humanities 76 17 poetry poetry NN 03-plumb-humanities 76 18 . . . 03-plumb-humanities 77 1 He -PRON- PRP 03-plumb-humanities 77 2 also also RB 03-plumb-humanities 77 3 employed employ VBD 03-plumb-humanities 77 4 local local JJ 03-plumb-humanities 77 5 native native JJ 03-plumb-humanities 77 6 Indian indian JJ 03-plumb-humanities 77 7 engravers engraver NNS 03-plumb-humanities 77 8 and and CC 03-plumb-humanities 77 9 writers writer NNS 03-plumb-humanities 77 10 . . . 03-plumb-humanities 78 1 To to TO 03-plumb-humanities 78 2 explore explore VB 03-plumb-humanities 78 3 the the DT 03-plumb-humanities 78 4 thesis thesis NN 03-plumb-humanities 78 5 that that IN 03-plumb-humanities 78 6 the the DT 03-plumb-humanities 78 7 concepts concept NNS 03-plumb-humanities 78 8 and and CC 03-plumb-humanities 78 9 genres genre NNS 03-plumb-humanities 78 10 typically typically RB 03-plumb-humanities 78 11 associated associate VBN 03-plumb-humanities 78 12 with with IN 03-plumb-humanities 78 13 British British NNP 03-plumb-humanities 78 14 Romantic Romantic NNP 03-plumb-humanities 78 15 Literature Literature NNP 03-plumb-humanities 78 16 are be VBP 03-plumb-humanities 78 17 represented represent VBN 03-plumb-humanities 78 18 differently differently RB 03-plumb-humanities 78 19 in in IN 03-plumb-humanities 78 20 a a DT 03-plumb-humanities 78 21 text text NN 03-plumb-humanities 78 22 that that WDT 03-plumb-humanities 78 23 was be VBD 03-plumb-humanities 78 24 written write VBN 03-plumb-humanities 78 25 and and CC 03-plumb-humanities 78 26 produced produce VBN 03-plumb-humanities 78 27 in in IN 03-plumb-humanities 78 28 a a DT 03-plumb-humanities 78 29 different different JJ 03-plumb-humanities 78 30 space space NN 03-plumb-humanities 78 31 with with IN 03-plumb-humanities 78 32 a a DT 03-plumb-humanities 78 33 set set NN 03-plumb-humanities 78 34 of of IN 03-plumb-humanities 78 35 contributors contributor NNS 03-plumb-humanities 78 36 who who WP 03-plumb-humanities 78 37 were be VBD 03-plumb-humanities 78 38 not not RB 03-plumb-humanities 78 39 exclusively exclusively RB 03-plumb-humanities 78 40 British british JJ 03-plumb-humanities 78 41 natives native NNS 03-plumb-humanities 78 42 , , , 03-plumb-humanities 78 43 we -PRON- PRP 03-plumb-humanities 78 44 experimented experiment VBD 03-plumb-humanities 78 45 with with IN 03-plumb-humanities 78 46 word word NN 03-plumb-humanities 78 47 embeddings embedding NNS 03-plumb-humanities 78 48 on on IN 03-plumb-humanities 78 49 semantic semantic JJ 03-plumb-humanities 78 50 similarity similarity NN 03-plumb-humanities 78 51 tasks task NNS 03-plumb-humanities 78 52 , , , 03-plumb-humanities 78 53 comparing compare VBG 03-plumb-humanities 78 54 the the DT 03-plumb-humanities 78 55 annual annual JJ 03-plumb-humanities 78 56 to to IN 03-plumb-humanities 78 57 texts text NNS 03-plumb-humanities 78 58 like like IN 03-plumb-humanities 78 59 Lyrical Lyrical NNP 03-plumb-humanities 78 60 Ballads Ballads NNP 03-plumb-humanities 78 61 . . . 03-plumb-humanities 79 1 Such such PDT 03-plumb-humanities 79 2 a a DT 03-plumb-humanities 79 3 task task NN 03-plumb-humanities 79 4 is be VBZ 03-plumb-humanities 79 5 within within IN 03-plumb-humanities 79 6 the the DT 03-plumb-humanities 79 7 scope scope NN 03-plumb-humanities 79 8 of of IN 03-plumb-humanities 79 9 traditional traditional JJ 03-plumb-humanities 79 10 literary literary JJ 03-plumb-humanities 79 11 analysis analysis NN 03-plumb-humanities 79 12 , , , 03-plumb-humanities 79 13 but but CC 03-plumb-humanities 79 14 my -PRON- PRP$ 03-plumb-humanities 79 15 agenda agenda NN 03-plumb-humanities 79 16 was be VBD 03-plumb-humanities 79 17 to to TO 03-plumb-humanities 79 18 probe probe VB 03-plumb-humanities 79 19 the the DT 03-plumb-humanities 79 20 idea idea NN 03-plumb-humanities 79 21 that that IN 03-plumb-humanities 79 22 we -PRON- PRP 03-plumb-humanities 79 23 need need VBP 03-plumb-humanities 79 24 large large JJ 03-plumb-humanities 79 25 - - HYPH 03-plumb-humanities 79 26 scale scale NN 03-plumb-humanities 79 27 representations representation NNS 03-plumb-humanities 79 28 of of IN 03-plumb-humanities 79 29 marginalized marginalized JJ 03-plumb-humanities 79 30 voices voice NNS 03-plumb-humanities 79 31 in in IN 03-plumb-humanities 79 32 order order NN 03-plumb-humanities 79 33 to to TO 03-plumb-humanities 79 34 show show VB 03-plumb-humanities 79 35 real real JJ 03-plumb-humanities 79 36 differences difference NNS 03-plumb-humanities 79 37 from from IN 03-plumb-humanities 79 38 the the DT 03-plumb-humanities 79 39 ideas idea NNS 03-plumb-humanities 79 40 of of IN 03-plumb-humanities 79 41 the the DT 03-plumb-humanities 79 42 dominant dominant JJ 03-plumb-humanities 79 43 race race NN 03-plumb-humanities 79 44 , , , 03-plumb-humanities 79 45 class class NN 03-plumb-humanities 79 46 , , , 03-plumb-humanities 79 47 and and CC 03-plumb-humanities 79 48 gender.5 gender.5 CD 03-plumb-humanities 79 49 The the DT 03-plumb-humanities 79 50 project project NN 03-plumb-humanities 79 51 team team NN 03-plumb-humanities 79 52 first first RB 03-plumb-humanities 79 53 used use VBD 03-plumb-humanities 79 54 statistical statistical JJ 03-plumb-humanities 79 55 tools tool NNS 03-plumb-humanities 79 56 to to TO 03-plumb-humanities 79 57 find find VB 03-plumb-humanities 79 58 out out RP 03-plumb-humanities 79 59 if if IN 03-plumb-humanities 79 60 the the DT 03-plumb-humanities 79 61 Annual Annual NNP 03-plumb-humanities 79 62 ’s ’s POS 03-plumb-humanities 79 63 poetry poetry NN 03-plumb-humanities 79 64 , , , 03-plumb-humanities 79 65 non non JJ 03-plumb-humanities 79 66 - - NN 03-plumb-humanities 79 67 fiction fiction JJ 03-plumb-humanities 79 68 , , , 03-plumb-humanities 79 69 and and CC 03-plumb-humanities 79 70 fiction fiction NN 03-plumb-humanities 79 71 contained contain VBD 03-plumb-humanities 79 72 interesting interesting JJ 03-plumb-humanities 79 73 relationships relationship NNS 03-plumb-humanities 79 74 between between IN 03-plumb-humanities 79 75 vocabularies vocabulary NNS 03-plumb-humanities 79 76 about about IN 03-plumb-humanities 79 77 body body NN 03-plumb-humanities 79 78 parts part NNS 03-plumb-humanities 79 79 , , , 03-plumb-humanities 79 80 social social JJ 03-plumb-humanities 79 81 class class NN 03-plumb-humanities 79 82 , , , 03-plumb-humanities 79 83 and and CC 03-plumb-humanities 79 84 gender gender NN 03-plumb-humanities 79 85 . . . 03-plumb-humanities 80 1 We -PRON- PRP 03-plumb-humanities 80 2 gathered gather VBD 03-plumb-humanities 80 3 information information NN 03-plumb-humanities 80 4 about about IN 03-plumb-humanities 80 5 terms term NNS 03-plumb-humanities 80 6 that that WDT 03-plumb-humanities 80 7 might may MD 03-plumb-humanities 80 8 reveal reveal VB 03-plumb-humanities 80 9 how how WRB 03-plumb-humanities 80 10 different different JJ 03-plumb-humanities 80 11 parts part NNS 03-plumb-humanities 80 12 of of IN 03-plumb-humanities 80 13 the the DT 03-plumb-humanities 80 14 body body NN 03-plumb-humanities 80 15 were be VBD 03-plumb-humanities 80 16 referenced reference VBN 03-plumb-humanities 80 17 depending depend VBG 03-plumb-humanities 80 18 on on IN 03-plumb-humanities 80 19 sex sex NN 03-plumb-humanities 80 20 . . . 03-plumb-humanities 81 1 These these DT 03-plumb-humanities 81 2 differences difference NNS 03-plumb-humanities 81 3 were be VBD 03-plumb-humanities 81 4 validated validate VBN 03-plumb-humanities 81 5 by by IN 03-plumb-humanities 81 6 traditional traditional JJ 03-plumb-humanities 81 7 close- close- NN 03-plumb-humanities 81 8 reading read VBG 03-plumb-humanities 81 9 knowledge knowledge NN 03-plumb-humanities 81 10 about about IN 03-plumb-humanities 81 11 British British NNP 03-plumb-humanities 81 12 Romantic Romantic NNP 03-plumb-humanities 81 13 Literature Literature NNP 03-plumb-humanities 81 14 and and CC 03-plumb-humanities 81 15 its -PRON- PRP$ 03-plumb-humanities 81 16 historical historical JJ 03-plumb-humanities 81 17 contexts,6 contexts,6 NN 03-plumb-humanities 81 18 and and CC 03-plumb-humanities 81 19 signaled signal VBD 03-plumb-humanities 81 20 the the DT 03-plumb-humanities 81 21 need need NN 03-plumb-humanities 81 22 to to TO 03-plumb-humanities 81 23 read read VB 03-plumb-humanities 81 24 and and CC 03-plumb-humanities 81 25 analyze analyze VB 03-plumb-humanities 81 26 the the DT 03-plumb-humanities 81 27 Annual Annual NNP 03-plumb-humanities 81 28 ’s ’s POS 03-plumb-humanities 81 29 passages passage NNS 03-plumb-humanities 81 30 about about IN 03-plumb-humanities 81 31 body body NN 03-plumb-humanities 81 32 parts part NNS 03-plumb-humanities 81 33 , , , 03-plumb-humanities 81 34 especially especially RB 03-plumb-humanities 81 35 ones one NNS 03-plumb-humanities 81 36 by by IN 03-plumb-humanities 81 37 writers writer NNS 03-plumb-humanities 81 38 of of IN 03-plumb-humanities 81 39 different different JJ 03-plumb-humanities 81 40 genders gender NNS 03-plumb-humanities 81 41 and and CC 03-plumb-humanities 81 42 social social JJ 03-plumb-humanities 81 43 backgrounds background NNS 03-plumb-humanities 81 44 . . . 03-plumb-humanities 82 1 These these DT 03-plumb-humanities 82 2 simple simple JJ 03-plumb-humanities 82 3 methods method NNS 03-plumb-humanities 82 4 allowed allow VBD 03-plumb-humanities 82 5 us -PRON- PRP 03-plumb-humanities 82 6 to to TO 03-plumb-humanities 82 7 take take VB 03-plumb-humanities 82 8 a a DT 03-plumb-humanities 82 9 streamlined streamlined JJ 03-plumb-humanities 82 10 approach approach NN 03-plumb-humanities 82 11 to to IN 03-plumb-humanities 82 12 confirming confirm VBG 03-plumb-humanities 82 13 that that IN 03-plumb-humanities 82 14 an an DT 03-plumb-humanities 82 15 author author NN 03-plumb-humanities 82 16 ’s ’s POS 03-plumb-humanities 82 17 perspective perspective NN 03-plumb-humanities 82 18 indeed indeed RB 03-plumb-humanities 82 19 altered alter VBD 03-plumb-humanities 82 20 his -PRON- PRP$ 03-plumb-humanities 82 21 or or CC 03-plumb-humanities 82 22 her -PRON- PRP$ 03-plumb-humanities 82 23 word word NN 03-plumb-humanities 82 24 choices choice NNS 03-plumb-humanities 82 25 and and CC 03-plumb-humanities 82 26 other other JJ 03-plumb-humanities 82 27 aspects aspect NNS 03-plumb-humanities 82 28 of of IN 03-plumb-humanities 82 29 their -PRON- PRP$ 03-plumb-humanities 82 30 references reference NNS 03-plumb-humanities 82 31 to to IN 03-plumb-humanities 82 32 male male JJ 03-plumb-humanities 82 33 vs. vs. CC 03-plumb-humanities 82 34 female female JJ 03-plumb-humanities 82 35 bodies body NNS 03-plumb-humanities 82 36 . . . 03-plumb-humanities 83 1 Collecting collecting NN 03-plumb-humanities 83 2 and and CC 03-plumb-humanities 83 3 mapping map VBG 03-plumb-humanities 83 4 those those DT 03-plumb-humanities 83 5 references reference NNS 03-plumb-humanities 83 6 , , , 03-plumb-humanities 83 7 however however RB 03-plumb-humanities 83 8 , , , 03-plumb-humanities 83 9 was be VBD 03-plumb-humanities 83 10 not not RB 03-plumb-humanities 83 11 enough enough JJ 03-plumb-humanities 83 12 to to TO 03-plumb-humanities 83 13 build build VB 03-plumb-humanities 83 14 a a DT 03-plumb-humanities 83 15 larger large JJR 03-plumb-humanities 83 16 argu- argu- NN 03-plumb-humanities 83 17 ment ment JJ 03-plumb-humanities 83 18 about about IN 03-plumb-humanities 83 19 how how WRB 03-plumb-humanities 83 20 discourse discourse NN 03-plumb-humanities 83 21 on on IN 03-plumb-humanities 83 22 bodies body NNS 03-plumb-humanities 83 23 might may MD 03-plumb-humanities 83 24 be be VB 03-plumb-humanities 83 25 different different JJ 03-plumb-humanities 83 26 in in IN 03-plumb-humanities 83 27 non non JJ 03-plumb-humanities 83 28 - - JJ 03-plumb-humanities 83 29 canonical canonical JJ 03-plumb-humanities 83 30 British British NNP 03-plumb-humanities 83 31 Romantic Romantic NNP 03-plumb-humanities 83 32 Lit- Lit- NNP 03-plumb-humanities 83 33 erature erature NN 03-plumb-humanities 83 34 . . . 03-plumb-humanities 84 1 Based base VBN 03-plumb-humanities 84 2 on on IN 03-plumb-humanities 84 3 the the DT 03-plumb-humanities 84 4 potential potential NN 03-plumb-humanities 84 5 for for IN 03-plumb-humanities 84 6 word word NN 03-plumb-humanities 84 7 embeddings embedding NNS 03-plumb-humanities 84 8 to to TO 03-plumb-humanities 84 9 model model VB 03-plumb-humanities 84 10 semantic semantic JJ 03-plumb-humanities 84 11 spaces space NNS 03-plumb-humanities 84 12 for for IN 03-plumb-humanities 84 13 different different JJ 03-plumb-humanities 84 14 cor- cor- NNP 03-plumb-humanities 84 15 pora pora NNP 03-plumb-humanities 84 16 and and CC 03-plumb-humanities 84 17 compare compare VB 03-plumb-humanities 84 18 the the DT 03-plumb-humanities 84 19 distribution distribution NN 03-plumb-humanities 84 20 of of IN 03-plumb-humanities 84 21 terms term NNS 03-plumb-humanities 84 22 , , , 03-plumb-humanities 84 23 the the DT 03-plumb-humanities 84 24 next next JJ 03-plumb-humanities 84 25 step step NN 03-plumb-humanities 84 26 was be VBD 03-plumb-humanities 84 27 to to TO 03-plumb-humanities 84 28 build build VB 03-plumb-humanities 84 29 a a DT 03-plumb-humanities 84 30 corpus corpus NN 03-plumb-humanities 84 31 of of IN 03-plumb-humanities 84 32 non non JJ 03-plumb-humanities 84 33 - - JJ 03-plumb-humanities 84 34 canonical canonical JJ 03-plumb-humanities 84 35 texts text NNS 03-plumb-humanities 84 36 of of IN 03-plumb-humanities 84 37 similar similar JJ 03-plumb-humanities 84 38 scope scope NN 03-plumb-humanities 84 39 to to IN 03-plumb-humanities 84 40 a a DT 03-plumb-humanities 84 41 corpus corpus NN 03-plumb-humanities 84 42 of of IN 03-plumb-humanities 84 43 canonical canonical JJ 03-plumb-humanities 84 44 works work NNS 03-plumb-humanities 84 45 , , , 03-plumb-humanities 84 46 so so IN 03-plumb-humanities 84 47 that that IN 03-plumb-humanities 84 48 models model NNS 03-plumb-humanities 84 49 for for IN 03-plumb-humanities 84 50 each each DT 03-plumb-humanities 84 51 could could MD 03-plumb-humanities 84 52 be be VB 03-plumb-humanities 84 53 legitimately legitimately RB 03-plumb-humanities 84 54 compared compare VBN 03-plumb-humanities 84 55 . . . 03-plumb-humanities 85 1 This this DT 03-plumb-humanities 85 2 work work NN 03-plumb-humanities 85 3 , , , 03-plumb-humanities 85 4 currently currently RB 03-plumb-humanities 85 5 in in IN 03-plumb-humanities 85 6 progress progress NN 03-plumb-humanities 85 7 , , , 03-plumb-humanities 85 8 faces face VBZ 03-plumb-humanities 85 9 challenges challenge NNS 03-plumb-humanities 85 10 that that WDT 03-plumb-humanities 85 11 are be VBP 03-plumb-humanities 85 12 becoming become VBG 03-plumb-humanities 85 13 more more RBR 03-plumb-humanities 85 14 familiar familiar JJ 03-plumb-humanities 85 15 to to IN 03-plumb-humanities 85 16 digital digital NNP 03-plumb-humanities 85 17 historians historian NNS 03-plumb-humanities 85 18 : : : 03-plumb-humanities 85 19 the the DT 03-plumb-humanities 85 20 digitization digitization NN 03-plumb-humanities 85 21 of of IN 03-plumb-humanities 85 22 rare rare JJ 03-plumb-humanities 85 23 texts text NNS 03-plumb-humanities 85 24 , , , 03-plumb-humanities 85 25 the the DT 03-plumb-humanities 85 26 review review NN 03-plumb-humanities 85 27 of of IN 03-plumb-humanities 85 28 digitization digitization NN 03-plumb-humanities 85 29 processes process NNS 03-plumb-humanities 85 30 for for IN 03-plumb-humanities 85 31 accuracy accuracy NN 03-plumb-humanities 85 32 , , , 03-plumb-humanities 85 33 and and CC 03-plumb-humanities 85 34 the the DT 03-plumb-humanities 85 35 cleaning cleaning NN 03-plumb-humanities 85 36 of of IN 03-plumb-humanities 85 37 data datum NNS 03-plumb-humanities 85 38 . . . 03-plumb-humanities 86 1 The the DT 03-plumb-humanities 86 2 primary primary JJ 03-plumb-humanities 86 3 challenge challenge NN 03-plumb-humanities 86 4 is be VBZ 03-plumb-humanities 86 5 to to TO 03-plumb-humanities 86 6 find find VB 03-plumb-humanities 86 7 the the DT 03-plumb-humanities 86 8 correct correct JJ 03-plumb-humanities 86 9 works work NNS 03-plumb-humanities 86 10 to to TO 03-plumb-humanities 86 11 include include VB 03-plumb-humanities 86 12 : : : 03-plumb-humanities 86 13 this this DT 03-plumb-humanities 86 14 requires require VBZ 03-plumb-humanities 86 15 historical historical JJ 03-plumb-humanities 86 16 exper- exper- JJ 03-plumb-humanities 86 17 5Such 5Such NNP 03-plumb-humanities 86 18 textual textual JJ 03-plumb-humanities 86 19 repositories repository NNS 03-plumb-humanities 86 20 are be VBP 03-plumb-humanities 86 21 important important JJ 03-plumb-humanities 86 22 outside outside RB 03-plumb-humanities 86 23 of of IN 03-plumb-humanities 86 24 literature literature NN 03-plumb-humanities 86 25 departments department NNS 03-plumb-humanities 86 26 , , , 03-plumb-humanities 86 27 too too RB 03-plumb-humanities 86 28 . . . 03-plumb-humanities 87 1 We -PRON- PRP 03-plumb-humanities 87 2 need need VBP 03-plumb-humanities 87 3 data datum NNS 03-plumb-humanities 87 4 to to TO 03-plumb-humanities 87 5 represent represent VB 03-plumb-humanities 87 6 all all DT 03-plumb-humanities 87 7 voices voice NNS 03-plumb-humanities 87 8 in in IN 03-plumb-humanities 87 9 training training NN 03-plumb-humanities 87 10 machines machine NNS 03-plumb-humanities 87 11 to to TO 03-plumb-humanities 87 12 represent represent VB 03-plumb-humanities 87 13 any any DT 03-plumb-humanities 87 14 social social JJ 03-plumb-humanities 87 15 arena arena NN 03-plumb-humanities 87 16 . . . 03-plumb-humanities 88 1 6Some 6some DT 03-plumb-humanities 88 2 of of IN 03-plumb-humanities 88 3 these these DT 03-plumb-humanities 88 4 findings finding NNS 03-plumb-humanities 88 5 are be VBP 03-plumb-humanities 88 6 illustrated illustrate VBN 03-plumb-humanities 88 7 in in IN 03-plumb-humanities 88 8 the the DT 03-plumb-humanities 88 9 project project NN 03-plumb-humanities 88 10 ’s ’s POS 03-plumb-humanities 88 11 Scalar scalar JJ 03-plumb-humanities 88 12 site site NN 03-plumb-humanities 88 13 : : : 03-plumb-humanities 88 14 ? ? . 03-plumb-humanities 88 15 iiT iiT VBN 03-plumb-humanities 88 16 , , , 03-plumb-humanities 88 17 ffb+ ffb+ NNP 03-plumb-humanities 88 18 � � NNP 03-plumb-humanities 88 19 H h NN 03-plumb-humanities 88 20 � � NN 03-plumb-humanities 88 21 `Xmb+X2 `Xmb+X2 '' 03-plumb-humanities 88 22 / / SYM 03-plumb-humanities 88 23 mfrQ`Fbfi?2@#2 mfrQ`Fbfi?2@#2 NNP 03-plumb-humanities 88 24 M M NNP 03-plumb-humanities 88 25 ; ; : 03-plumb-humanities 88 26 � � NNP 03-plumb-humanities 88 27 H@ h@ NN 03-plumb-humanities 88 28 � � , 03-plumb-humanities 88 29 MMm MMm NNS 03-plumb-humanities 88 30 � � NNP 03-plumb-humanities 88 31 Hf#Q Hf#Q NNP 03-plumb-humanities 88 32 / / , 03-plumb-humanities 88 33 B2b@BM@i?2@ B2b@BM@i?2@ NNP 03-plumb-humanities 88 34 � � NNP 03-plumb-humanities 88 35 MMm MMm NNS 03-plumb-humanities 88 36 � � NNP 03-plumb-humanities 88 37 H. h. NN 03-plumb-humanities 89 1 http://scalar.usc.edu/works/the-bengal-annual/bodies-in-the-annual http://scalar.usc.edu/works/the-bengal-annual/bodies-in-the-annual LS 03-plumb-humanities 89 2 http://scalar.usc.edu/works/the-bengal-annual/bodies-in-the-annual http://scalar.usc.edu/works/the-bengal-annual/bodies-in-the-annual UH 03-plumb-humanities 89 3 34 34 CD 03-plumb-humanities 89 4 Machine Machine NNP 03-plumb-humanities 89 5 Learning Learning NNP 03-plumb-humanities 89 6 , , , 03-plumb-humanities 89 7 Libraries Libraries NNPS 03-plumb-humanities 89 8 , , , 03-plumb-humanities 89 9 and and CC 03-plumb-humanities 89 10 Cross Cross NNP 03-plumb-humanities 89 11 - - NNP 03-plumb-humanities 89 12 Disciplinary Disciplinary NNP 03-plumb-humanities 89 13 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 89 14 3 3 CD 03-plumb-humanities 89 15 tise tise NN 03-plumb-humanities 89 16 , , , 03-plumb-humanities 89 17 but but CC 03-plumb-humanities 89 18 also also RB 03-plumb-humanities 89 19 raises raise VBZ 03-plumb-humanities 89 20 the the DT 03-plumb-humanities 89 21 question question NN 03-plumb-humanities 89 22 of of IN 03-plumb-humanities 89 23 how how WRB 03-plumb-humanities 89 24 to to TO 03-plumb-humanities 89 25 uncover uncover VB 03-plumb-humanities 89 26 unknown unknown JJ 03-plumb-humanities 89 27 authors author NNS 03-plumb-humanities 89 28 . . . 03-plumb-humanities 90 1 Manu Manu NNP 03-plumb-humanities 90 2 Chander Chander NNP 03-plumb-humanities 90 3 ’s ’s POS 03-plumb-humanities 90 4 Brown Brown NNP 03-plumb-humanities 90 5 Romantics Romantics NNP 03-plumb-humanities 90 6 calls call VBZ 03-plumb-humanities 90 7 for for IN 03-plumb-humanities 90 8 a a DT 03-plumb-humanities 90 9 global global JJ 03-plumb-humanities 90 10 assessment assessment NN 03-plumb-humanities 90 11 of of IN 03-plumb-humanities 90 12 Romantic Romantic NNP 03-plumb-humanities 90 13 Literature Literature NNP 03-plumb-humanities 90 14 ’s ’s POS 03-plumb-humanities 90 15 impact impact NN 03-plumb-humanities 90 16 by by IN 03-plumb-humanities 90 17 “ " `` 03-plumb-humanities 90 18 calling call VBG 03-plumb-humanities 90 19 attention attention NN 03-plumb-humanities 90 20 to to IN 03-plumb-humanities 90 21 its -PRON- PRP$ 03-plumb-humanities 90 22 genuinely genuinely RB 03-plumb-humanities 90 23 unacknowledged unacknowledged JJ 03-plumb-humanities 90 24 legislators legislator NNS 03-plumb-humanities 90 25 ” " '' 03-plumb-humanities 90 26 ( ( -LRB- 03-plumb-humanities 90 27 Chander chander NN 03-plumb-humanities 90 28 2017 2017 CD 03-plumb-humanities 90 29 , , , 03-plumb-humanities 90 30 11 11 CD 03-plumb-humanities 90 31 ) ) -RRB- 03-plumb-humanities 90 32 . . . 03-plumb-humanities 91 1 But but CC 03-plumb-humanities 91 2 he -PRON- PRP 03-plumb-humanities 91 3 contends contend VBZ 03-plumb-humanities 91 4 that that IN 03-plumb-humanities 91 5 even even RB 03-plumb-humanities 91 6 the the DT 03-plumb-humanities 91 7 authors author NNS 03-plumb-humanities 91 8 he -PRON- PRP 03-plumb-humanities 91 9 was be VBD 03-plumb-humanities 91 10 able able JJ 03-plumb-humanities 91 11 to to TO 03-plumb-humanities 91 12 study study VB 03-plumb-humanities 91 13 were be VBD 03-plumb-humanities 91 14 already already RB 03-plumb-humanities 91 15 individuals individual NNS 03-plumb-humanities 91 16 who who WP 03-plumb-humanities 91 17 aspired aspire VBD 03-plumb-humanities 91 18 to to TO 03-plumb-humanities 91 19 assimilate assimilate VB 03-plumb-humanities 91 20 with with IN 03-plumb-humanities 91 21 British british JJ 03-plumb-humanities 91 22 cul- cul- NN 03-plumb-humanities 91 23 ture ture NN 03-plumb-humanities 91 24 and and CC 03-plumb-humanities 91 25 ideologies ideology NNS 03-plumb-humanities 91 26 in in IN 03-plumb-humanities 91 27 some some DT 03-plumb-humanities 91 28 ways way NNS 03-plumb-humanities 91 29 , , , 03-plumb-humanities 91 30 and and CC 03-plumb-humanities 91 31 perhaps perhaps RB 03-plumb-humanities 91 32 do do VBP 03-plumb-humanities 91 33 n’t not RB 03-plumb-humanities 91 34 represent represent VB 03-plumb-humanities 91 35 political political JJ 03-plumb-humanities 91 36 resistance resistance NN 03-plumb-humanities 91 37 or or CC 03-plumb-humanities 91 38 views view NNS 03-plumb-humanities 91 39 entirely entirely RB 03-plumb-humanities 91 40 antithetical antithetical JJ 03-plumb-humanities 91 41 to to IN 03-plumb-humanities 91 42 the the DT 03-plumb-humanities 91 43 British British NNP 03-plumb-humanities 91 44 Empire Empire NNP 03-plumb-humanities 91 45 . . . 03-plumb-humanities 92 1 Guided guide VBN 03-plumb-humanities 92 2 by by IN 03-plumb-humanities 92 3 Chander Chander NNP 03-plumb-humanities 92 4 ’s ’s POS 03-plumb-humanities 92 5 questions question NNS 03-plumb-humanities 92 6 about about IN 03-plumb-humanities 92 7 how how WRB 03-plumb-humanities 92 8 to to TO 03-plumb-humanities 92 9 locate locate VB 03-plumb-humanities 92 10 dissent dissent NN 03-plumb-humanities 92 11 in in IN 03-plumb-humanities 92 12 contexts contexts NN 03-plumb-humanities 92 13 of of IN 03-plumb-humanities 92 14 colonization colonization NN 03-plumb-humanities 92 15 , , , 03-plumb-humanities 92 16 we -PRON- PRP 03-plumb-humanities 92 17 documented document VBD 03-plumb-humanities 92 18 instances instance NNS 03-plumb-humanities 92 19 in in IN 03-plumb-humanities 92 20 the the DT 03-plumb-humanities 92 21 text text NN 03-plumb-humanities 92 22 that that WDT 03-plumb-humanities 92 23 highlight highlight VBP 03-plumb-humanities 92 24 the the DT 03-plumb-humanities 92 25 dynamics dynamic NNS 03-plumb-humanities 92 26 of of IN 03-plumb-humanities 92 27 colonialism colonialism NN 03-plumb-humanities 92 28 , , , 03-plumb-humanities 92 29 race race NN 03-plumb-humanities 92 30 , , , 03-plumb-humanities 92 31 and and CC 03-plumb-humanities 92 32 nation- nation- NNP 03-plumb-humanities 92 33 alism alism NNP 03-plumb-humanities 92 34 , , , 03-plumb-humanities 92 35 and and CC 03-plumb-humanities 92 36 compared compare VBD 03-plumb-humanities 92 37 them -PRON- PRP 03-plumb-humanities 92 38 to to IN 03-plumb-humanities 92 39 a a DT 03-plumb-humanities 92 40 set set NN 03-plumb-humanities 92 41 of of IN 03-plumb-humanities 92 42 statistical statistical JJ 03-plumb-humanities 92 43 explorations exploration NNS 03-plumb-humanities 92 44 of of IN 03-plumb-humanities 92 45 the the DT 03-plumb-humanities 92 46 text text NN 03-plumb-humanities 92 47 ’s ’s POS 03-plumb-humanities 92 48 vocabulary vocabulary NN 03-plumb-humanities 92 49 ( ( -LRB- 03-plumb-humanities 92 50 particu- particu- VB 03-plumb-humanities 92 51 larly larly RB 03-plumb-humanities 92 52 terms term NNS 03-plumb-humanities 92 53 related relate VBN 03-plumb-humanities 92 54 to to IN 03-plumb-humanities 92 55 national national JJ 03-plumb-humanities 92 56 identity identity NN 03-plumb-humanities 92 57 , , , 03-plumb-humanities 92 58 gender gender NN 03-plumb-humanities 92 59 , , , 03-plumb-humanities 92 60 and and CC 03-plumb-humanities 92 61 bodies body NNS 03-plumb-humanities 92 62 ) ) -RRB- 03-plumb-humanities 92 63 . . . 03-plumb-humanities 93 1 Chander Chander NNP 03-plumb-humanities 93 2 ’s ’s POS 03-plumb-humanities 93 3 call call NN 03-plumb-humanities 93 4 for for IN 03-plumb-humanities 93 5 a a DT 03-plumb-humanities 93 6 more more JJR 03-plumb-humanities 93 7 globally- globally- NN 03-plumb-humanities 93 8 comprehensive comprehensive JJ 03-plumb-humanities 93 9 study study NN 03-plumb-humanities 93 10 of of IN 03-plumb-humanities 93 11 Romanticism Romanticism NNP 03-plumb-humanities 93 12 speaks speak VBZ 03-plumb-humanities 93 13 to to IN 03-plumb-humanities 93 14 the the DT 03-plumb-humanities 93 15 politics politic NNS 03-plumb-humanities 93 16 of of IN 03-plumb-humanities 93 17 corpora corpora NNP 03-plumb-humanities 93 18 curation curation NN 03-plumb-humanities 93 19 discussed discuss VBN 03-plumb-humanities 93 20 above above RB 03-plumb-humanities 93 21 , , , 03-plumb-humanities 93 22 but but CC 03-plumb-humanities 93 23 also also RB 03-plumb-humanities 93 24 suggests suggest VBZ 03-plumb-humanities 93 25 that that IN 03-plumb-humanities 93 26 corpus corpus NNP 03-plumb-humanities 93 27 comparison comparison NN 03-plumb-humanities 93 28 can can MD 03-plumb-humanities 93 29 benefit benefit VB 03-plumb-humanities 93 30 from from IN 03-plumb-humanities 93 31 formal formal JJ 03-plumb-humanities 93 32 methodological methodological JJ 03-plumb-humanities 93 33 guidelines guideline NNS 03-plumb-humanities 93 34 . . . 03-plumb-humanities 94 1 Puzzling puzzle VBG 03-plumb-humanities 94 2 out out RP 03-plumb-humanities 94 3 how how WRB 03-plumb-humanities 94 4 to to TO 03-plumb-humanities 94 5 best well RBS 03-plumb-humanities 94 6 combine combine VB 03-plumb-humanities 94 7 traditional traditional JJ 03-plumb-humanities 94 8 close close JJ 03-plumb-humanities 94 9 readings reading NNS 03-plumb-humanities 94 10 with with IN 03-plumb-humanities 94 11 quantitative quantitative JJ 03-plumb-humanities 94 12 inquiries inquiry NNS 03-plumb-humanities 94 13 , , , 03-plumb-humanities 94 14 and and CC 03-plumb-humanities 94 15 then then RB 03-plumb-humanities 94 16 map map VB 03-plumb-humanities 94 17 that that DT 03-plumb-humanities 94 18 work work NN 03-plumb-humanities 94 19 to to IN 03-plumb-humanities 94 20 a a DT 03-plumb-humanities 94 21 machine machine NN 03-plumb-humanities 94 22 - - HYPH 03-plumb-humanities 94 23 learning learn VBG 03-plumb-humanities 94 24 research research NN 03-plumb-humanities 94 25 framework framework NN 03-plumb-humanities 94 26 , , , 03-plumb-humanities 94 27 revealed reveal VBD 03-plumb-humanities 94 28 several several JJ 03-plumb-humanities 94 29 shortcomings shortcoming NNS 03-plumb-humanities 94 30 in in IN 03-plumb-humanities 94 31 methodological methodological JJ 03-plumb-humanities 94 32 standardization standardization NN 03-plumb-humanities 94 33 . . . 03-plumb-humanities 95 1 It -PRON- PRP 03-plumb-humanities 95 2 also also RB 03-plumb-humanities 95 3 revealed reveal VBD 03-plumb-humanities 95 4 several several JJ 03-plumb-humanities 95 5 opportunities opportunity NNS 03-plumb-humanities 95 6 for for IN 03-plumb-humanities 95 7 rethinking rethink VBG 03-plumb-humanities 95 8 the the DT 03-plumb-humanities 95 9 way way NN 03-plumb-humanities 95 10 algorithms algorithm NNS 03-plumb-humanities 95 11 could could MD 03-plumb-humanities 95 12 be be VB 03-plumb-humanities 95 13 implemented implement VBN 03-plumb-humanities 95 14 , , , 03-plumb-humanities 95 15 by by IN 03-plumb-humanities 95 16 adopting adopt VBG 03-plumb-humanities 95 17 and and CC 03-plumb-humanities 95 18 systematizing systematize VBG 03-plumb-humanities 95 19 familiar familiar JJ 03-plumb-humanities 95 20 comparative comparative JJ 03-plumb-humanities 95 21 research research NN 03-plumb-humanities 95 22 practices practice NNS 03-plumb-humanities 95 23 . . . 03-plumb-humanities 96 1 Ideas idea NNS 03-plumb-humanities 96 2 about about IN 03-plumb-humanities 96 3 such such JJ 03-plumb-humanities 96 4 methodologies methodology NNS 03-plumb-humanities 96 5 are be VBP 03-plumb-humanities 96 6 emerging emerge VBG 03-plumb-humanities 96 7 in in IN 03-plumb-humanities 96 8 many many JJ 03-plumb-humanities 96 9 disciplines discipline NNS 03-plumb-humanities 96 10 , , , 03-plumb-humanities 96 11 which which WDT 03-plumb-humanities 96 12 I -PRON- PRP 03-plumb-humanities 96 13 highlight highlight VBP 03-plumb-humanities 96 14 later later RB 03-plumb-humanities 96 15 in in IN 03-plumb-humanities 96 16 this this DT 03-plumb-humanities 96 17 essay essay NN 03-plumb-humanities 96 18 . . . 03-plumb-humanities 97 1 Disciplinary disciplinary JJ 03-plumb-humanities 97 2 directions direction NNS 03-plumb-humanities 97 3 for for IN 03-plumb-humanities 97 4 word word NN 03-plumb-humanities 97 5 vector vector NN 03-plumb-humanities 97 6 research research NN 03-plumb-humanities 97 7 The the DT 03-plumb-humanities 97 8 potential potential NN 03-plumb-humanities 97 9 of of IN 03-plumb-humanities 97 10 word word NN 03-plumb-humanities 97 11 embedding embed VBG 03-plumb-humanities 97 12 techniques technique NNS 03-plumb-humanities 97 13 for for IN 03-plumb-humanities 97 14 projects project NNS 03-plumb-humanities 97 15 such such JJ 03-plumb-humanities 97 16 as as IN 03-plumb-humanities 97 17 our -PRON- PRP$ 03-plumb-humanities 97 18 BengalAnnual BengalAnnual NNP 03-plumb-humanities 97 19 analysis analysis NN 03-plumb-humanities 97 20 can can MD 03-plumb-humanities 97 21 be be VB 03-plumb-humanities 97 22 seen see VBN 03-plumb-humanities 97 23 in in IN 03-plumb-humanities 97 24 the the DT 03-plumb-humanities 97 25 new new JJ 03-plumb-humanities 97 26 computational computational JJ 03-plumb-humanities 97 27 research research NN 03-plumb-humanities 97 28 directions direction NNS 03-plumb-humanities 97 29 that that WDT 03-plumb-humanities 97 30 have have VBP 03-plumb-humanities 97 31 emerged emerge VBN 03-plumb-humanities 97 32 in in IN 03-plumb-humanities 97 33 humanities humanity NNS 03-plumb-humanities 97 34 research.7 research.7 NNP 03-plumb-humanities 97 35 Vector vector NN 03-plumb-humanities 97 36 - - HYPH 03-plumb-humanities 97 37 space space NN 03-plumb-humanities 97 38 representations representation NNS 03-plumb-humanities 97 39 are be VBP 03-plumb-humanities 97 40 based base VBN 03-plumb-humanities 97 41 on on IN 03-plumb-humanities 97 42 high high JJ 03-plumb-humanities 97 43 - - HYPH 03-plumb-humanities 97 44 dimensional dimensional JJ 03-plumb-humanities 97 45 vectors8 vectors8 NN 03-plumb-humanities 97 46 of of IN 03-plumb-humanities 97 47 real real JJ 03-plumb-humanities 97 48 numbers.9 numbers.9 PDT 03-plumb-humanities 97 49 Those those DT 03-plumb-humanities 97 50 vectors vector NNS 03-plumb-humanities 97 51 ’ ’ POS 03-plumb-humanities 97 52 values value NNS 03-plumb-humanities 97 53 are be VBP 03-plumb-humanities 97 54 assigned assign VBN 03-plumb-humanities 97 55 using use VBG 03-plumb-humanities 97 56 a a DT 03-plumb-humanities 97 57 word word NN 03-plumb-humanities 97 58 ’s ’s POS 03-plumb-humanities 97 59 relationship relationship NN 03-plumb-humanities 97 60 to to IN 03-plumb-humanities 97 61 the the DT 03-plumb-humanities 97 62 words word NNS 03-plumb-humanities 97 63 near near IN 03-plumb-humanities 97 64 it -PRON- PRP 03-plumb-humanities 97 65 in in IN 03-plumb-humanities 97 66 a a DT 03-plumb-humanities 97 67 text text NN 03-plumb-humanities 97 68 , , , 03-plumb-humanities 97 69 based base VBN 03-plumb-humanities 97 70 on on IN 03-plumb-humanities 97 71 the the DT 03-plumb-humanities 97 72 likelihood likelihood NN 03-plumb-humanities 97 73 that that IN 03-plumb-humanities 97 74 a a DT 03-plumb-humanities 97 75 word word NN 03-plumb-humanities 97 76 will will MD 03-plumb-humanities 97 77 appear appear VB 03-plumb-humanities 97 78 in in IN 03-plumb-humanities 97 79 proximity proximity NN 03-plumb-humanities 97 80 to to IN 03-plumb-humanities 97 81 other other JJ 03-plumb-humanities 97 82 words word NNS 03-plumb-humanities 97 83 it -PRON- PRP 03-plumb-humanities 97 84 is be VBZ 03-plumb-humanities 97 85 told tell VBN 03-plumb-humanities 97 86 to to TO 03-plumb-humanities 97 87 “ " `` 03-plumb-humanities 97 88 look look VB 03-plumb-humanities 97 89 ” " '' 03-plumb-humanities 97 90 at at IN 03-plumb-humanities 97 91 . . . 03-plumb-humanities 98 1 For for IN 03-plumb-humanities 98 2 example example NN 03-plumb-humanities 98 3 , , , 03-plumb-humanities 98 4 this this DT 03-plumb-humanities 98 5 visualization visualization NN 03-plumb-humanities 98 6 demonstrates demonstrate VBZ 03-plumb-humanities 98 7 an an DT 03-plumb-humanities 98 8 embedding embedding NN 03-plumb-humanities 98 9 space space NN 03-plumb-humanities 98 10 for for IN 03-plumb-humanities 98 11 a a DT 03-plumb-humanities 98 12 historical historical JJ 03-plumb-humanities 98 13 corpus corpus NN 03-plumb-humanities 98 14 ( ( -LRB- 03-plumb-humanities 98 15 1640 1640 CD 03-plumb-humanities 98 16 - - SYM 03-plumb-humanities 98 17 1699 1699 CD 03-plumb-humanities 98 18 ) ) -RRB- 03-plumb-humanities 98 19 using use VBG 03-plumb-humanities 98 20 the the DT 03-plumb-humanities 98 21 values value NNS 03-plumb-humanities 98 22 assigned assign VBN 03-plumb-humanities 98 23 to to IN 03-plumb-humanities 98 24 word word NN 03-plumb-humanities 98 25 vectors vector NNS 03-plumb-humanities 98 26 ( ( -LRB- 03-plumb-humanities 98 27 figure figure NNP 03-plumb-humanities 98 28 3.1 3.1 CD 03-plumb-humanities 98 29 ) ) -RRB- 03-plumb-humanities 98 30 . . . 03-plumb-humanities 99 1 In in IN 03-plumb-humanities 99 2 a a DT 03-plumb-humanities 99 3 visualized visualized JJ 03-plumb-humanities 99 4 space space NN 03-plumb-humanities 99 5 ( ( -LRB- 03-plumb-humanities 99 6 with with IN 03-plumb-humanities 99 7 reduced reduced JJ 03-plumb-humanities 99 8 dimensions dimension NNS 03-plumb-humanities 99 9 ) ) -RRB- 03-plumb-humanities 99 10 such such JJ 03-plumb-humanities 99 11 as as IN 03-plumb-humanities 99 12 the the DT 03-plumb-humanities 99 13 one one CD 03-plumb-humanities 99 14 in in IN 03-plumb-humanities 99 15 figure figure NN 03-plumb-humanities 99 16 3.1 3.1 CD 03-plumb-humanities 99 17 , , , 03-plumb-humanities 99 18 distances distance NNS 03-plumb-humanities 99 19 among among IN 03-plumb-humanities 99 20 vectors vector NNS 03-plumb-humanities 99 21 can can MD 03-plumb-humanities 99 22 be be VB 03-plumb-humanities 99 23 assessed assess VBN 03-plumb-humanities 99 24 , , , 03-plumb-humanities 99 25 for for IN 03-plumb-humanities 99 26 example example NN 03-plumb-humanities 99 27 , , , 03-plumb-humanities 99 28 to to TO 03-plumb-humanities 99 29 articulate articulate VB 03-plumb-humanities 99 30 the the DT 03-plumb-humanities 99 31 forty forty CD 03-plumb-humanities 99 32 words word NNS 03-plumb-humanities 99 33 most most RBS 03-plumb-humanities 99 34 similar similar JJ 03-plumb-humanities 99 35 to to IN 03-plumb-humanities 99 36 wit wit NN 03-plumb-humanities 99 37 . . . 03-plumb-humanities 100 1 This this DT 03-plumb-humanities 100 2 partic- partic- JJ 03-plumb-humanities 100 3 ular ular JJ 03-plumb-humanities 100 4 model model NN 03-plumb-humanities 100 5 ( ( -LRB- 03-plumb-humanities 100 6 trained train VBN 03-plumb-humanities 100 7 using use VBG 03-plumb-humanities 100 8 the the DT 03-plumb-humanities 100 9 word2vec word2vec NNP 03-plumb-humanities 100 10 algorithm algorithm NNP 03-plumb-humanities 100 11 ) ) -RRB- 03-plumb-humanities 100 12 , , , 03-plumb-humanities 100 13 published publish VBN 03-plumb-humanities 100 14 in in IN 03-plumb-humanities 100 15 the the DT 03-plumb-humanities 100 16 2019 2019 CD 03-plumb-humanities 100 17 Debates Debates NNPS 03-plumb-humanities 100 18 in in IN 03-plumb-humanities 100 19 the the DT 03-plumb-humanities 100 20 Digital Digital NNP 03-plumb-humanities 100 21 Humanities,10 Humanities,10 NNP 03-plumb-humanities 100 22 allowed allow VBD 03-plumb-humanities 100 23 the the DT 03-plumb-humanities 100 24 authors author NNS 03-plumb-humanities 100 25 to to TO 03-plumb-humanities 100 26 visualize visualize VB 03-plumb-humanities 100 27 the the DT 03-plumb-humanities 100 28 term term NN 03-plumb-humanities 100 29 wit wit NN 03-plumb-humanities 100 30 with with IN 03-plumb-humanities 100 31 synonyms synonyms NN 03-plumb-humanities 100 32 on on IN 03-plumb-humanities 100 33 the the DT 03-plumb-humanities 100 34 left left JJ 03-plumb-humanities 100 35 side side NN 03-plumb-humanities 100 36 , , , 03-plumb-humanities 100 37 and and CC 03-plumb-humanities 100 38 terms term NNS 03-plumb-humanities 100 39 related relate VBN 03-plumb-humanities 100 40 to to IN 03-plumb-humanities 100 41 argumentation argumentation NN 03-plumb-humanities 100 42 on on IN 03-plumb-humanities 100 43 the the DT 03-plumb-humanities 100 44 right right NN 03-plumb-humanities 100 45 , , , 03-plumb-humanities 100 46 such such JJ 03-plumb-humanities 100 47 as as IN 03-plumb-humanities 100 48 indeed indeed RB 03-plumb-humanities 100 49 , , , 03-plumb-humanities 100 50 argues argue VBZ 03-plumb-humanities 100 51 , , , 03-plumb-humanities 100 52 and and CC 03-plumb-humanities 100 53 consequently consequently RB 03-plumb-humanities 100 54 . . . 03-plumb-humanities 101 1 This this DT 03-plumb-humanities 101 2 ini- ini- DT 03-plumb-humanities 101 3 tial tial JJ 03-plumb-humanities 101 4 exploration exploration NN 03-plumb-humanities 101 5 prompted prompt VBD 03-plumb-humanities 101 6 Gavin Gavin NNP 03-plumb-humanities 101 7 and and CC 03-plumb-humanities 101 8 his -PRON- PRP$ 03-plumb-humanities 101 9 co co NNS 03-plumb-humanities 101 10 - - NNS 03-plumb-humanities 101 11 authors author NNS 03-plumb-humanities 101 12 to to TO 03-plumb-humanities 101 13 look look VB 03-plumb-humanities 101 14 at at IN 03-plumb-humanities 101 15 a a DT 03-plumb-humanities 101 16 vector vector NN 03-plumb-humanities 101 17 space space NN 03-plumb-humanities 101 18 model model NN 03-plumb-humanities 101 19 for for IN 03-plumb-humanities 101 20 a a DT 03-plumb-humanities 101 21 single single JJ 03-plumb-humanities 101 22 author author NN 03-plumb-humanities 101 23 ( ( -LRB- 03-plumb-humanities 101 24 John John NNP 03-plumb-humanities 101 25 Dryden Dryden NNP 03-plumb-humanities 101 26 ) ) -RRB- 03-plumb-humanities 101 27 , , , 03-plumb-humanities 101 28 in in IN 03-plumb-humanities 101 29 order order NN 03-plumb-humanities 101 30 to to TO 03-plumb-humanities 101 31 both both DT 03-plumb-humanities 101 32 validate validate VB 03-plumb-humanities 101 33 the the DT 03-plumb-humanities 101 34 model model NN 03-plumb-humanities 101 35 against against IN 03-plumb-humanities 101 36 their -PRON- PRP$ 03-plumb-humanities 101 37 subject subject JJ 03-plumb-humanities 101 38 matter matter NN 03-plumb-humanities 101 39 expertise expertise NN 03-plumb-humanities 101 40 and and CC 03-plumb-humanities 101 41 explore explore VB 03-plumb-humanities 101 42 the the DT 03-plumb-humanities 101 43 model model NN 03-plumb-humanities 101 44 ’s ’s POS 03-plumb-humanities 101 45 results result NNS 03-plumb-humanities 101 46 . . . 03-plumb-humanities 102 1 Although although IN 03-plumb-humanities 102 2 word word NN 03-plumb-humanities 102 3 vectors vector NNS 03-plumb-humanities 102 4 are be VBP 03-plumb-humanities 102 5 often often RB 03-plumb-humanities 102 6 employed employ VBN 03-plumb-humanities 102 7 for for IN 03-plumb-humanities 102 8 machine machine NN 03-plumb-humanities 102 9 trans- trans- NNP 03-plumb-humanities 102 10 lation lation NN 03-plumb-humanities 102 11 tasks11 tasks11 NN 03-plumb-humanities 102 12 or or CC 03-plumb-humanities 102 13 to to TO 03-plumb-humanities 102 14 project project VB 03-plumb-humanities 102 15 analogistic analogistic JJ 03-plumb-humanities 102 16 relationships relationship NNS 03-plumb-humanities 102 17 between between IN 03-plumb-humanities 102 18 concepts,12 concepts,12 NNS 03-plumb-humanities 102 19 they -PRON- PRP 03-plumb-humanities 102 20 can can MD 03-plumb-humanities 102 21 also also RB 03-plumb-humanities 102 22 be be VB 03-plumb-humanities 102 23 used use VBN 03-plumb-humanities 102 24 to to IN 03-plumb-humanities 102 25 7See 7See `` 03-plumb-humanities 102 26 Kirschenbaum Kirschenbaum NNP 03-plumb-humanities 102 27 2007 2007 CD 03-plumb-humanities 102 28 and and CC 03-plumb-humanities 102 29 Argamon Argamon NNP 03-plumb-humanities 102 30 and and CC 03-plumb-humanities 102 31 Olsen Olsen NNP 03-plumb-humanities 102 32 2009 2009 CD 03-plumb-humanities 102 33 . . . 03-plumb-humanities 103 1 8A 8A NNP 03-plumb-humanities 103 2 word word NN 03-plumb-humanities 103 3 vector vector NN 03-plumb-humanities 103 4 may may MD 03-plumb-humanities 103 5 have have VB 03-plumb-humanities 103 6 hundreds hundred NNS 03-plumb-humanities 103 7 or or CC 03-plumb-humanities 103 8 even even RB 03-plumb-humanities 103 9 thousands thousand NNS 03-plumb-humanities 103 10 of of IN 03-plumb-humanities 103 11 dimensions dimension NNS 03-plumb-humanities 103 12 . . . 03-plumb-humanities 104 1 9Word 9word NN 03-plumb-humanities 104 2 embedding embed VBG 03-plumb-humanities 104 3 algorithms algorithm NNS 03-plumb-humanities 104 4 are be VBP 03-plumb-humanities 104 5 modelled model VBN 03-plumb-humanities 104 6 on on IN 03-plumb-humanities 104 7 the the DT 03-plumb-humanities 104 8 linguistic linguistic JJ 03-plumb-humanities 104 9 concept concept NN 03-plumb-humanities 104 10 that that IN 03-plumb-humanities 104 11 context context NN 03-plumb-humanities 104 12 is be VBZ 03-plumb-humanities 104 13 a a DT 03-plumb-humanities 104 14 primary primary JJ 03-plumb-humanities 104 15 way way NN 03-plumb-humanities 104 16 that that WDT 03-plumb-humanities 104 17 word word NN 03-plumb-humanities 104 18 meanings meaning NNS 03-plumb-humanities 104 19 are be VBP 03-plumb-humanities 104 20 produced produce VBN 03-plumb-humanities 104 21 . . . 03-plumb-humanities 105 1 Their -PRON- PRP$ 03-plumb-humanities 105 2 usefulness usefulness NN 03-plumb-humanities 105 3 is be VBZ 03-plumb-humanities 105 4 dependent dependent JJ 03-plumb-humanities 105 5 on on IN 03-plumb-humanities 105 6 the the DT 03-plumb-humanities 105 7 breadth breadth NN 03-plumb-humanities 105 8 and and CC 03-plumb-humanities 105 9 domain domain NN 03-plumb-humanities 105 10 - - HYPH 03-plumb-humanities 105 11 relevance relevance NN 03-plumb-humanities 105 12 of of IN 03-plumb-humanities 105 13 the the DT 03-plumb-humanities 105 14 corpus corpus NN 03-plumb-humanities 105 15 they -PRON- PRP 03-plumb-humanities 105 16 are be VBP 03-plumb-humanities 105 17 trained train VBN 03-plumb-humanities 105 18 on on IN 03-plumb-humanities 105 19 , , , 03-plumb-humanities 105 20 meaning mean VBG 03-plumb-humanities 105 21 that that IN 03-plumb-humanities 105 22 a a DT 03-plumb-humanities 105 23 corpus corpus NN 03-plumb-humanities 105 24 of of IN 03-plumb-humanities 105 25 medical medical JJ 03-plumb-humanities 105 26 research research NN 03-plumb-humanities 105 27 vs. vs. IN 03-plumb-humanities 105 28 a a DT 03-plumb-humanities 105 29 corpus corpus NN 03-plumb-humanities 105 30 of of IN 03-plumb-humanities 105 31 1980s 1980s CD 03-plumb-humanities 105 32 television television NN 03-plumb-humanities 105 33 guides guide NNS 03-plumb-humanities 105 34 vs. vs. NNP 03-plumb-humanities 105 35 a a DT 03-plumb-humanities 105 36 corpus corpus NN 03-plumb-humanities 105 37 of of IN 03-plumb-humanities 105 38 family family NN 03-plumb-humanities 105 39 law law NN 03-plumb-humanities 105 40 proceedings proceeding NNS 03-plumb-humanities 105 41 would would MD 03-plumb-humanities 105 42 generate generate VB 03-plumb-humanities 105 43 models model NNS 03-plumb-humanities 105 44 that that WDT 03-plumb-humanities 105 45 show show VBP 03-plumb-humanities 105 46 different different JJ 03-plumb-humanities 105 47 relationships relationship NNS 03-plumb-humanities 105 48 between between IN 03-plumb-humanities 105 49 words word NNS 03-plumb-humanities 105 50 like like IN 03-plumb-humanities 105 51 “ " `` 03-plumb-humanities 105 52 family family NN 03-plumb-humanities 105 53 , , , 03-plumb-humanities 105 54 ” " '' 03-plumb-humanities 105 55 “ " `` 03-plumb-humanities 105 56 health health NN 03-plumb-humanities 105 57 , , , 03-plumb-humanities 105 58 ” " '' 03-plumb-humanities 105 59 “ " `` 03-plumb-humanities 105 60 heart heart NN 03-plumb-humanities 105 61 , , , 03-plumb-humanities 105 62 ” " '' 03-plumb-humanities 105 63 etc etc FW 03-plumb-humanities 105 64 . . . 03-plumb-humanities 106 1 10See 10see LS 03-plumb-humanities 106 2 Goldstone Goldstone NNP 03-plumb-humanities 106 3 2019 2019 CD 03-plumb-humanities 106 4 . . . 03-plumb-humanities 107 1 11Software 11software CD 03-plumb-humanities 107 2 used use VBN 03-plumb-humanities 107 3 to to TO 03-plumb-humanities 107 4 translate translate VB 03-plumb-humanities 107 5 text text NN 03-plumb-humanities 107 6 or or CC 03-plumb-humanities 107 7 speech speech NN 03-plumb-humanities 107 8 from from IN 03-plumb-humanities 107 9 one one CD 03-plumb-humanities 107 10 language language NN 03-plumb-humanities 107 11 to to IN 03-plumb-humanities 107 12 a a DT 03-plumb-humanities 107 13 target target NN 03-plumb-humanities 107 14 language language NN 03-plumb-humanities 107 15 . . . 03-plumb-humanities 108 1 Machine machine NN 03-plumb-humanities 108 2 translation translation NN 03-plumb-humanities 108 3 is be VBZ 03-plumb-humanities 108 4 a a DT 03-plumb-humanities 108 5 subfield subfield NN 03-plumb-humanities 108 6 of of IN 03-plumb-humanities 108 7 computational computational JJ 03-plumb-humanities 108 8 linguistics linguistic NNS 03-plumb-humanities 108 9 that that WDT 03-plumb-humanities 108 10 can can MD 03-plumb-humanities 108 11 now now RB 03-plumb-humanities 108 12 allow allow VB 03-plumb-humanities 108 13 for for IN 03-plumb-humanities 108 14 domain domain NN 03-plumb-humanities 108 15 - - HYPH 03-plumb-humanities 108 16 based base VBN 03-plumb-humanities 108 17 ( ( -LRB- 03-plumb-humanities 108 18 i.e. i.e. FW 03-plumb-humanities 109 1 specialized specialized JJ 03-plumb-humanities 109 2 subject subject JJ 03-plumb-humanities 109 3 matter matter NN 03-plumb-humanities 109 4 ) ) -RRB- 03-plumb-humanities 109 5 customizations customization NNS 03-plumb-humanities 109 6 of of IN 03-plumb-humanities 109 7 translations translation NNS 03-plumb-humanities 109 8 , , , 03-plumb-humanities 109 9 making make VBG 03-plumb-humanities 109 10 translated translate VBN 03-plumb-humanities 109 11 word word NN 03-plumb-humanities 109 12 choices choice NNS 03-plumb-humanities 109 13 more more RBR 03-plumb-humanities 109 14 context context NN 03-plumb-humanities 109 15 - - HYPH 03-plumb-humanities 109 16 specific specific NN 03-plumb-humanities 109 17 .. .. . 03-plumb-humanities 109 18 12Although 12although CD 03-plumb-humanities 109 19 word word NN 03-plumb-humanities 109 20 embeddings embedding NNS 03-plumb-humanities 109 21 are be VBP 03-plumb-humanities 109 22 n’t not RB 03-plumb-humanities 109 23 explicitly explicitly RB 03-plumb-humanities 109 24 trained train VBN 03-plumb-humanities 109 25 to to TO 03-plumb-humanities 109 26 learn learn VB 03-plumb-humanities 109 27 analogies analogy NNS 03-plumb-humanities 109 28 , , , 03-plumb-humanities 109 29 the the DT 03-plumb-humanities 109 30 vectors vector NNS 03-plumb-humanities 109 31 exhibit exhibit NN 03-plumb-humanities 109 32 seemingly seemingly RB 03-plumb-humanities 109 33 linear linear VBP 03-plumb-humanities 109 34 behavior behavior NN 03-plumb-humanities 109 35 ( ( -LRB- 03-plumb-humanities 109 36 such such JJ 03-plumb-humanities 109 37 as as IN 03-plumb-humanities 109 38 “ " `` 03-plumb-humanities 109 39 woman woman NN 03-plumb-humanities 109 40 is be VBZ 03-plumb-humanities 109 41 to to TO 03-plumb-humanities 109 42 queen queen VB 03-plumb-humanities 109 43 as as IN 03-plumb-humanities 109 44 man man NN 03-plumb-humanities 109 45 is be VBZ 03-plumb-humanities 109 46 to to IN 03-plumb-humanities 109 47 king king NN 03-plumb-humanities 109 48 ” " '' 03-plumb-humanities 109 49 ) ) -RRB- 03-plumb-humanities 109 50 , , , 03-plumb-humanities 109 51 which which WDT 03-plumb-humanities 109 52 approximately approximately RB 03-plumb-humanities 109 53 describe describe VBP 03-plumb-humanities 109 54 a a DT 03-plumb-humanities 109 55 parallelogram parallelogram NN 03-plumb-humanities 109 56 . . . 03-plumb-humanities 110 1 This this DT 03-plumb-humanities 110 2 phenomenon phenomenon NN 03-plumb-humanities 110 3 is be VBZ 03-plumb-humanities 110 4 Plumb Plumb NNP 03-plumb-humanities 110 5 35 35 CD 03-plumb-humanities 110 6 Figure figure NN 03-plumb-humanities 110 7 3.1 3.1 CD 03-plumb-humanities 110 8 : : : 03-plumb-humanities 110 9 A a DT 03-plumb-humanities 110 10 visualized visualized JJ 03-plumb-humanities 110 11 space space NN 03-plumb-humanities 110 12 with with IN 03-plumb-humanities 110 13 reduced reduced JJ 03-plumb-humanities 110 14 dimensions dimension NNS 03-plumb-humanities 110 15 of of IN 03-plumb-humanities 110 16 a a DT 03-plumb-humanities 110 17 neighborhood neighborhood NN 03-plumb-humanities 110 18 around around IN 03-plumb-humanities 110 19 wit wit NN 03-plumb-humanities 110 20 ( ( -LRB- 03-plumb-humanities 110 21 Gavin Gavin NNP 03-plumb-humanities 110 22 et et NNP 03-plumb-humanities 110 23 al al NNP 03-plumb-humanities 110 24 . . . 03-plumb-humanities 111 1 2019 2019 CD 03-plumb-humanities 111 2 , , , 03-plumb-humanities 111 3 Figure Figure NNP 03-plumb-humanities 111 4 21.2 21.2 CD 03-plumb-humanities 111 5 ) ) -RRB- 03-plumb-humanities 111 6 . . . 03-plumb-humanities 112 1 question question NN 03-plumb-humanities 112 2 concepts concept NNS 03-plumb-humanities 112 3 that that WDT 03-plumb-humanities 112 4 are be VBP 03-plumb-humanities 112 5 traditionally traditionally RB 03-plumb-humanities 112 6 associated associate VBN 03-plumb-humanities 112 7 with with IN 03-plumb-humanities 112 8 particular particular JJ 03-plumb-humanities 112 9 literary literary JJ 03-plumb-humanities 112 10 periods period NNS 03-plumb-humanities 112 11 and and CC 03-plumb-humanities 112 12 evaluate evaluate VB 03-plumb-humanities 112 13 those those DT 03-plumb-humanities 112 14 associations association NNS 03-plumb-humanities 112 15 with with IN 03-plumb-humanities 112 16 new new JJ 03-plumb-humanities 112 17 kinds kind NNS 03-plumb-humanities 112 18 of of IN 03-plumb-humanities 112 19 evidence evidence NN 03-plumb-humanities 112 20 . . . 03-plumb-humanities 113 1 What what WP 03-plumb-humanities 113 2 this this DT 03-plumb-humanities 113 3 type type NN 03-plumb-humanities 113 4 of of IN 03-plumb-humanities 113 5 study study NN 03-plumb-humanities 113 6 suggests suggest VBZ 03-plumb-humanities 113 7 is be VBZ 03-plumb-humanities 113 8 that that IN 03-plumb-humanities 113 9 we -PRON- PRP 03-plumb-humanities 113 10 can can MD 03-plumb-humanities 113 11 look look VB 03-plumb-humanities 113 12 at at IN 03-plumb-humanities 113 13 cultural cultural JJ 03-plumb-humanities 113 14 concepts concept NNS 03-plumb-humanities 113 15 like like IN 03-plumb-humanities 113 16 wit wit NN 03-plumb-humanities 113 17 in in IN 03-plumb-humanities 113 18 new new JJ 03-plumb-humanities 113 19 ways way NNS 03-plumb-humanities 113 20 . . . 03-plumb-humanities 114 1 These these DT 03-plumb-humanities 114 2 results result NNS 03-plumb-humanities 114 3 can can MD 03-plumb-humanities 114 4 also also RB 03-plumb-humanities 114 5 facilitate facilitate VB 03-plumb-humanities 114 6 a a DT 03-plumb-humanities 114 7 comparison comparison NN 03-plumb-humanities 114 8 of of IN 03-plumb-humanities 114 9 historical historical JJ 03-plumb-humanities 114 10 models model NNS 03-plumb-humanities 114 11 of of IN 03-plumb-humanities 114 12 wit wit NN 03-plumb-humanities 114 13 to to IN 03-plumb-humanities 114 14 contemporary contemporary JJ 03-plumb-humanities 114 15 ones one NNS 03-plumb-humanities 114 16 — — : 03-plumb-humanities 114 17 to to TO 03-plumb-humanities 114 18 show show VB 03-plumb-humanities 114 19 how how WRB 03-plumb-humanities 114 20 its -PRON- PRP$ 03-plumb-humanities 114 21 meaning meaning NN 03-plumb-humanities 114 22 may may MD 03-plumb-humanities 114 23 have have VB 03-plumb-humanities 114 24 shifted shift VBN 03-plumb-humanities 114 25 , , , 03-plumb-humanities 114 26 using use VBG 03-plumb-humanities 114 27 its -PRON- PRP$ 03-plumb-humanities 114 28 changing change VBG 03-plumb-humanities 114 29 relationship relationship NN 03-plumb-humanities 114 30 to to IN 03-plumb-humanities 114 31 other other JJ 03-plumb-humanities 114 32 words word NNS 03-plumb-humanities 114 33 as as IN 03-plumb-humanities 114 34 evidence evidence NN 03-plumb-humanities 114 35 . . . 03-plumb-humanities 115 1 This this DT 03-plumb-humanities 115 2 is be VBZ 03-plumb-humanities 115 3 a a DT 03-plumb-humanities 115 4 growing grow VBG 03-plumb-humanities 115 5 area area NN 03-plumb-humanities 115 6 of of IN 03-plumb-humanities 115 7 research research NN 03-plumb-humanities 115 8 in in IN 03-plumb-humanities 115 9 the the DT 03-plumb-humanities 115 10 social social JJ 03-plumb-humanities 115 11 sciences sciences NNPS 03-plumb-humanities 115 12 , , , 03-plumb-humanities 115 13 computational computational JJ 03-plumb-humanities 115 14 linguistics linguistic NNS 03-plumb-humanities 115 15 , , , 03-plumb-humanities 115 16 and and CC 03-plumb-humanities 115 17 other other JJ 03-plumb-humanities 115 18 disciplines discipline NNS 03-plumb-humanities 115 19 ( ( -LRB- 03-plumb-humanities 115 20 Kutuzov Kutuzov NNP 03-plumb-humanities 115 21 et et FW 03-plumb-humanities 115 22 al al NNP 03-plumb-humanities 115 23 . . . 03-plumb-humanities 116 1 2019 2019 CD 03-plumb-humanities 116 2 ) ) -RRB- 03-plumb-humanities 116 3 In in IN 03-plumb-humanities 116 4 a a DT 03-plumb-humanities 116 5 survey survey NN 03-plumb-humanities 116 6 paper paper NN 03-plumb-humanities 116 7 on on IN 03-plumb-humanities 116 8 current current JJ 03-plumb-humanities 116 9 work work NN 03-plumb-humanities 116 10 in in IN 03-plumb-humanities 116 11 diachronic diachronic JJ 03-plumb-humanities 116 12 word word NN 03-plumb-humanities 116 13 embeddings embedding NNS 03-plumb-humanities 116 14 and and CC 03-plumb-humanities 116 15 semantic semantic JJ 03-plumb-humanities 116 16 shifts shift NNS 03-plumb-humanities 116 17 , , , 03-plumb-humanities 116 18 Kutuzov Kutuzov NNP 03-plumb-humanities 116 19 et et FW 03-plumb-humanities 116 20 al al NNP 03-plumb-humanities 116 21 . . . 03-plumb-humanities 117 1 note note VB 03-plumb-humanities 117 2 that that IN 03-plumb-humanities 117 3 the the DT 03-plumb-humanities 117 4 surge surge NN 03-plumb-humanities 117 5 of of IN 03-plumb-humanities 117 6 interest interest NN 03-plumb-humanities 117 7 points point NNS 03-plumb-humanities 117 8 to to IN 03-plumb-humanities 117 9 its -PRON- PRP$ 03-plumb-humanities 117 10 impor- impor- JJ 03-plumb-humanities 117 11 tance tance NN 03-plumb-humanities 117 12 for for IN 03-plumb-humanities 117 13 natural natural JJ 03-plumb-humanities 117 14 language language NN 03-plumb-humanities 117 15 processing processing NN 03-plumb-humanities 117 16 , , , 03-plumb-humanities 117 17 but but CC 03-plumb-humanities 117 18 that that IN 03-plumb-humanities 117 19 it -PRON- PRP 03-plumb-humanities 117 20 currently currently RB 03-plumb-humanities 117 21 lacks lack VBZ 03-plumb-humanities 117 22 “ " `` 03-plumb-humanities 117 23 cohesion cohesion NN 03-plumb-humanities 117 24 , , , 03-plumb-humanities 117 25 common common JJ 03-plumb-humanities 117 26 terminology terminology NN 03-plumb-humanities 117 27 and and CC 03-plumb-humanities 117 28 shared share VBN 03-plumb-humanities 117 29 practices practice NNS 03-plumb-humanities 117 30 . . . 03-plumb-humanities 117 31 ” " '' 03-plumb-humanities 117 32 Some some DT 03-plumb-humanities 117 33 of of IN 03-plumb-humanities 117 34 this this DT 03-plumb-humanities 117 35 cohesion cohesion NN 03-plumb-humanities 117 36 might may MD 03-plumb-humanities 117 37 be be VB 03-plumb-humanities 117 38 generated generate VBN 03-plumb-humanities 117 39 by by IN 03-plumb-humanities 117 40 putting put VBG 03-plumb-humanities 117 41 the the DT 03-plumb-humanities 117 42 usefulness usefulness NN 03-plumb-humanities 117 43 of of IN 03-plumb-humanities 117 44 word word NN 03-plumb-humanities 117 45 vectors vector NNS 03-plumb-humanities 117 46 in in IN 03-plumb-humanities 117 47 con- con- NNP 03-plumb-humanities 117 48 text text NN 03-plumb-humanities 117 49 of of IN 03-plumb-humanities 117 50 the the DT 03-plumb-humanities 117 51 history history NN 03-plumb-humanities 117 52 of of IN 03-plumb-humanities 117 53 information information NN 03-plumb-humanities 117 54 retrieval retrieval NN 03-plumb-humanities 117 55 and and CC 03-plumb-humanities 117 56 the the DT 03-plumb-humanities 117 57 history history NN 03-plumb-humanities 117 58 of of IN 03-plumb-humanities 117 59 distributed distribute VBN 03-plumb-humanities 117 60 representation representation NN 03-plumb-humanities 117 61 . . . 03-plumb-humanities 118 1 Word word NN 03-plumb-humanities 118 2 embeddings embedding NNS 03-plumb-humanities 118 3 emerged emerge VBD 03-plumb-humanities 118 4 in in IN 03-plumb-humanities 118 5 the the DT 03-plumb-humanities 118 6 1960s 1960 NNS 03-plumb-humanities 118 7 , , , 03-plumb-humanities 118 8 with with IN 03-plumb-humanities 118 9 data datum NNS 03-plumb-humanities 118 10 modeled model VBN 03-plumb-humanities 118 11 as as IN 03-plumb-humanities 118 12 a a DT 03-plumb-humanities 118 13 matrix matrix NN 03-plumb-humanities 118 14 , , , 03-plumb-humanities 118 15 and and CC 03-plumb-humanities 118 16 a a DT 03-plumb-humanities 118 17 user user NN 03-plumb-humanities 118 18 ’s ’s NN 03-plumb-humanities 118 19 query query NN 03-plumb-humanities 118 20 of of IN 03-plumb-humanities 118 21 a a DT 03-plumb-humanities 118 22 database database NN 03-plumb-humanities 118 23 represented represent VBN 03-plumb-humanities 118 24 as as IN 03-plumb-humanities 118 25 a a DT 03-plumb-humanities 118 26 vector vector NN 03-plumb-humanities 118 27 . . . 03-plumb-humanities 119 1 Simple simple JJ 03-plumb-humanities 119 2 vector vector NN 03-plumb-humanities 119 3 operations operation NNS 03-plumb-humanities 119 4 could could MD 03-plumb-humanities 119 5 be be VB 03-plumb-humanities 119 6 used use VBN 03-plumb-humanities 119 7 to to TO 03-plumb-humanities 119 8 locate locate VB 03-plumb-humanities 119 9 relevant relevant JJ 03-plumb-humanities 119 10 data datum NNS 03-plumb-humanities 119 11 or or CC 03-plumb-humanities 119 12 docu- docu- NN 03-plumb-humanities 119 13 ments ment NNS 03-plumb-humanities 119 14 . . . 03-plumb-humanities 120 1 Gerald Gerald NNP 03-plumb-humanities 120 2 Salton Salton NNP 03-plumb-humanities 120 3 is be VBZ 03-plumb-humanities 120 4 generally generally RB 03-plumb-humanities 120 5 credited credit VBN 03-plumb-humanities 120 6 as as IN 03-plumb-humanities 120 7 one one CD 03-plumb-humanities 120 8 of of IN 03-plumb-humanities 120 9 the the DT 03-plumb-humanities 120 10 first first JJ 03-plumb-humanities 120 11 to to TO 03-plumb-humanities 120 12 do do VB 03-plumb-humanities 120 13 this this DT 03-plumb-humanities 120 14 , , , 03-plumb-humanities 120 15 based base VBN 03-plumb-humanities 120 16 on on IN 03-plumb-humanities 120 17 the the DT 03-plumb-humanities 120 18 idea idea NN 03-plumb-humanities 120 19 that that IN 03-plumb-humanities 120 20 he -PRON- PRP 03-plumb-humanities 120 21 could could MD 03-plumb-humanities 120 22 represent represent VB 03-plumb-humanities 120 23 a a DT 03-plumb-humanities 120 24 document document NN 03-plumb-humanities 120 25 as as IN 03-plumb-humanities 120 26 a a DT 03-plumb-humanities 120 27 vector vector NN 03-plumb-humanities 120 28 of of IN 03-plumb-humanities 120 29 keywords keyword NNS 03-plumb-humanities 120 30 and and CC 03-plumb-humanities 120 31 use use VB 03-plumb-humanities 120 32 measures measure NNS 03-plumb-humanities 120 33 like like IN 03-plumb-humanities 120 34 cosine cosine NN 03-plumb-humanities 120 35 similarity similarity NN 03-plumb-humanities 120 36 and and CC 03-plumb-humanities 120 37 di- di- NNP 03-plumb-humanities 120 38 mensionality mensionality NN 03-plumb-humanities 120 39 reduction reduction NN 03-plumb-humanities 120 40 to to TO 03-plumb-humanities 120 41 compare compare VB 03-plumb-humanities 120 42 documents.13 documents.13 NNP 03-plumb-humanities 120 43 Since since IN 03-plumb-humanities 120 44 the the DT 03-plumb-humanities 120 45 1990s 1990 NNS 03-plumb-humanities 120 46 , , , 03-plumb-humanities 120 47 vector vector NN 03-plumb-humanities 120 48 space space NN 03-plumb-humanities 120 49 models model NNS 03-plumb-humanities 120 50 have have VBP 03-plumb-humanities 120 51 been be VBN 03-plumb-humanities 120 52 explored explore VBN 03-plumb-humanities 120 53 in in IN 03-plumb-humanities 120 54 Allen Allen NNP 03-plumb-humanities 120 55 and and CC 03-plumb-humanities 120 56 Hospedales Hospedales NNP 03-plumb-humanities 120 57 2019 2019 CD 03-plumb-humanities 120 58 . . . 03-plumb-humanities 121 1 13Algorithms 13algorithms CD 03-plumb-humanities 121 2 like like IN 03-plumb-humanities 121 3 word2vec word2vec NN 03-plumb-humanities 121 4 take take VBP 03-plumb-humanities 121 5 as as IN 03-plumb-humanities 121 6 input input NN 03-plumb-humanities 121 7 the the DT 03-plumb-humanities 121 8 linguistic linguistic JJ 03-plumb-humanities 121 9 context context NN 03-plumb-humanities 121 10 of of IN 03-plumb-humanities 121 11 words word NNS 03-plumb-humanities 121 12 in in IN 03-plumb-humanities 121 13 a a DT 03-plumb-humanities 121 14 given give VBN 03-plumb-humanities 121 15 corpus corpus NN 03-plumb-humanities 121 16 of of IN 03-plumb-humanities 121 17 text text NN 03-plumb-humanities 121 18 , , , 03-plumb-humanities 121 19 and and CC 03-plumb-humanities 121 20 output output VB 03-plumb-humanities 121 21 an an DT 03-plumb-humanities 121 22 N N NNP 03-plumb-humanities 121 23 dimensional dimensional JJ 03-plumb-humanities 121 24 space space NN 03-plumb-humanities 121 25 of of IN 03-plumb-humanities 121 26 those those DT 03-plumb-humanities 121 27 words word NNS 03-plumb-humanities 121 28 — — : 03-plumb-humanities 121 29 each each DT 03-plumb-humanities 121 30 word word NN 03-plumb-humanities 121 31 is be VBZ 03-plumb-humanities 121 32 represented represent VBN 03-plumb-humanities 121 33 as as IN 03-plumb-humanities 121 34 a a DT 03-plumb-humanities 121 35 vector vector NN 03-plumb-humanities 121 36 of of IN 03-plumb-humanities 121 37 dimension dimension NN 03-plumb-humanities 121 38 N n NN 03-plumb-humanities 121 39 in in IN 03-plumb-humanities 121 40 that that DT 03-plumb-humanities 121 41 Euclidean euclidean JJ 03-plumb-humanities 121 42 space space NN 03-plumb-humanities 121 43 . . . 03-plumb-humanities 122 1 Word word NN 03-plumb-humanities 122 2 vectors vector NNS 03-plumb-humanities 122 3 with with IN 03-plumb-humanities 122 4 thousands thousand NNS 03-plumb-humanities 122 5 of of IN 03-plumb-humanities 122 6 values value NNS 03-plumb-humanities 122 7 are be VBP 03-plumb-humanities 122 8 transformed transform VBN 03-plumb-humanities 122 9 to to IN 03-plumb-humanities 122 10 lower lower RBR 03-plumb-humanities 122 11 - - HYPH 03-plumb-humanities 122 12 dimensional dimensional JJ 03-plumb-humanities 122 13 spaces space NNS 03-plumb-humanities 122 14 in in IN 03-plumb-humanities 122 15 which which WDT 03-plumb-humanities 122 16 the the DT 03-plumb-humanities 122 17 directionality directionality NN 03-plumb-humanities 122 18 of of IN 03-plumb-humanities 122 19 two two CD 03-plumb-humanities 122 20 vectors vector NNS 03-plumb-humanities 122 21 can can MD 03-plumb-humanities 122 22 be be VB 03-plumb-humanities 122 23 measured measure VBN 03-plumb-humanities 122 24 using use VBG 03-plumb-humanities 122 25 cosine cosine NN 03-plumb-humanities 122 26 similarity similarity NN 03-plumb-humanities 122 27 — — : 03-plumb-humanities 122 28 words word NNS 03-plumb-humanities 122 29 that that WDT 03-plumb-humanities 122 30 exist exist VBP 03-plumb-humanities 122 31 in in IN 03-plumb-humanities 122 32 similar similar JJ 03-plumb-humanities 122 33 contexts contexts NN 03-plumb-humanities 122 34 would would MD 03-plumb-humanities 122 35 be be VB 03-plumb-humanities 122 36 expected expect VBN 03-plumb-humanities 122 37 to to TO 03-plumb-humanities 122 38 have have VB 03-plumb-humanities 122 39 a a DT 03-plumb-humanities 122 40 similar similar JJ 03-plumb-humanities 122 41 cosine cosine NN 03-plumb-humanities 122 42 measurement measurement NN 03-plumb-humanities 122 43 and and CC 03-plumb-humanities 122 44 map map VB 03-plumb-humanities 122 45 to to IN 03-plumb-humanities 122 46 like like UH 03-plumb-humanities 122 47 clusters cluster NNS 03-plumb-humanities 122 48 in in IN 03-plumb-humanities 122 49 the the DT 03-plumb-humanities 122 50 distributed distribute VBN 03-plumb-humanities 122 51 space space NN 03-plumb-humanities 122 52 . . . 03-plumb-humanities 123 1 36 36 CD 03-plumb-humanities 123 2 Machine Machine NNP 03-plumb-humanities 123 3 Learning Learning NNP 03-plumb-humanities 123 4 , , , 03-plumb-humanities 123 5 Libraries Libraries NNPS 03-plumb-humanities 123 6 , , , 03-plumb-humanities 123 7 and and CC 03-plumb-humanities 123 8 Cross Cross NNP 03-plumb-humanities 123 9 - - NNP 03-plumb-humanities 123 10 Disciplinary Disciplinary NNP 03-plumb-humanities 123 11 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 123 12 3 3 CD 03-plumb-humanities 123 13 used use VBN 03-plumb-humanities 123 14 in in IN 03-plumb-humanities 123 15 distributional distributional JJ 03-plumb-humanities 123 16 semantics semantic NNS 03-plumb-humanities 123 17 . . . 03-plumb-humanities 124 1 In in IN 03-plumb-humanities 124 2 a a DT 03-plumb-humanities 124 3 paper paper NN 03-plumb-humanities 124 4 on on IN 03-plumb-humanities 124 5 the the DT 03-plumb-humanities 124 6 history history NN 03-plumb-humanities 124 7 of of IN 03-plumb-humanities 124 8 vector vector NN 03-plumb-humanities 124 9 space space NN 03-plumb-humanities 124 10 models model NNS 03-plumb-humanities 124 11 , , , 03-plumb-humanities 124 12 which which WDT 03-plumb-humanities 124 13 exam- exam- VBD 03-plumb-humanities 124 14 ines ine NNS 03-plumb-humanities 124 15 the the DT 03-plumb-humanities 124 16 trajectory trajectory NN 03-plumb-humanities 124 17 of of IN 03-plumb-humanities 124 18 Gerald Gerald NNP 03-plumb-humanities 124 19 Salton Salton NNP 03-plumb-humanities 124 20 ’s ’s POS 03-plumb-humanities 124 21 work work NN 03-plumb-humanities 124 22 , , , 03-plumb-humanities 124 23 David David NNP 03-plumb-humanities 124 24 Dubin Dubin NNP 03-plumb-humanities 124 25 notes note VBZ 03-plumb-humanities 124 26 that that IN 03-plumb-humanities 124 27 these these DT 03-plumb-humanities 124 28 mathematical mathematical JJ 03-plumb-humanities 124 29 models model NNS 03-plumb-humanities 124 30 can can MD 03-plumb-humanities 124 31 be be VB 03-plumb-humanities 124 32 defined define VBN 03-plumb-humanities 124 33 as as IN 03-plumb-humanities 124 34 “ " `` 03-plumb-humanities 124 35 a a DT 03-plumb-humanities 124 36 consistent consistent JJ 03-plumb-humanities 124 37 mathematical mathematical JJ 03-plumb-humanities 124 38 structure structure NN 03-plumb-humanities 124 39 designed design VBN 03-plumb-humanities 124 40 to to TO 03-plumb-humanities 124 41 correspond correspond VB 03-plumb-humanities 124 42 to to IN 03-plumb-humanities 124 43 some some DT 03-plumb-humanities 124 44 physical physical JJ 03-plumb-humanities 124 45 , , , 03-plumb-humanities 124 46 biological biological JJ 03-plumb-humanities 124 47 , , , 03-plumb-humanities 124 48 social social JJ 03-plumb-humanities 124 49 , , , 03-plumb-humanities 124 50 psychological psychological JJ 03-plumb-humanities 124 51 , , , 03-plumb-humanities 124 52 or or CC 03-plumb-humanities 124 53 conceptual conceptual JJ 03-plumb-humanities 124 54 entity entity NN 03-plumb-humanities 124 55 ” " '' 03-plumb-humanities 124 56 ( ( -LRB- 03-plumb-humanities 124 57 2004 2004 CD 03-plumb-humanities 124 58 ) ) -RRB- 03-plumb-humanities 124 59 . . . 03-plumb-humanities 125 1 In in IN 03-plumb-humanities 125 2 the the DT 03-plumb-humanities 125 3 case case NN 03-plumb-humanities 125 4 of of IN 03-plumb-humanities 125 5 word word NN 03-plumb-humanities 125 6 vectors vector NNS 03-plumb-humanities 125 7 , , , 03-plumb-humanities 125 8 word word NN 03-plumb-humanities 125 9 context context NN 03-plumb-humanities 125 10 and and CC 03-plumb-humanities 125 11 colocations colocation NNS 03-plumb-humanities 125 12 give give VBP 03-plumb-humanities 125 13 us -PRON- PRP 03-plumb-humanities 125 14 quantifiable quantifiable JJ 03-plumb-humanities 125 15 information information NN 03-plumb-humanities 125 16 about about IN 03-plumb-humanities 125 17 a a DT 03-plumb-humanities 125 18 word word NN 03-plumb-humanities 125 19 ’s ’s POS 03-plumb-humanities 125 20 meaning meaning NN 03-plumb-humanities 125 21 . . . 03-plumb-humanities 126 1 But but CC 03-plumb-humanities 126 2 research research NN 03-plumb-humanities 126 3 in in IN 03-plumb-humanities 126 4 cognitive cognitive JJ 03-plumb-humanities 126 5 science science NN 03-plumb-humanities 126 6 has have VBZ 03-plumb-humanities 126 7 long long RB 03-plumb-humanities 126 8 questioned question VBN 03-plumb-humanities 126 9 the the DT 03-plumb-humanities 126 10 property property NN 03-plumb-humanities 126 11 of of IN 03-plumb-humanities 126 12 linguistic linguistic JJ 03-plumb-humanities 126 13 similarity similarity NN 03-plumb-humanities 126 14 in in IN 03-plumb-humanities 126 15 spatial spatial JJ 03-plumb-humanities 126 16 representations representation NNS 03-plumb-humanities 126 17 because because IN 03-plumb-humanities 126 18 they -PRON- PRP 03-plumb-humanities 126 19 do do VBP 03-plumb-humanities 126 20 n’t not RB 03-plumb-humanities 126 21 align align VB 03-plumb-humanities 126 22 with with IN 03-plumb-humanities 126 23 important important JJ 03-plumb-humanities 126 24 aspects aspect NNS 03-plumb-humanities 126 25 of of IN 03-plumb-humanities 126 26 human human JJ 03-plumb-humanities 126 27 semantic semantic JJ 03-plumb-humanities 126 28 pro- pro- NN 03-plumb-humanities 126 29 cessing cessing NN 03-plumb-humanities 126 30 ( ( -LRB- 03-plumb-humanities 126 31 Tversky Tversky NNP 03-plumb-humanities 126 32 1977 1977 CD 03-plumb-humanities 126 33 ) ) -RRB- 03-plumb-humanities 126 34 . . . 03-plumb-humanities 127 1 Tversky Tversky NNP 03-plumb-humanities 127 2 shows show NNS 03-plumb-humanities 127 3 , , , 03-plumb-humanities 127 4 for for IN 03-plumb-humanities 127 5 example example NN 03-plumb-humanities 127 6 , , , 03-plumb-humanities 127 7 that that IN 03-plumb-humanities 127 8 people people NNS 03-plumb-humanities 127 9 ’s ’s POS 03-plumb-humanities 127 10 interpretation interpretation NN 03-plumb-humanities 127 11 of of IN 03-plumb-humanities 127 12 semantic semantic JJ 03-plumb-humanities 127 13 sim- sim- NN 03-plumb-humanities 127 14 ilarity ilarity NN 03-plumb-humanities 127 15 does do VBZ 03-plumb-humanities 127 16 not not RB 03-plumb-humanities 127 17 always always RB 03-plumb-humanities 127 18 obey obey VB 03-plumb-humanities 127 19 the the DT 03-plumb-humanities 127 20 triangle triangle NN 03-plumb-humanities 127 21 inequality inequality NN 03-plumb-humanities 127 22 , , , 03-plumb-humanities 127 23 i.e. i.e. FW 03-plumb-humanities 127 24 , , , 03-plumb-humanities 127 25 the the DT 03-plumb-humanities 127 26 words word NNS 03-plumb-humanities 127 27 w1 w1 NNP 03-plumb-humanities 127 28 and and CC 03-plumb-humanities 127 29 w3 w3 NNP 03-plumb-humanities 127 30 are be VBP 03-plumb-humanities 127 31 not not RB 03-plumb-humanities 127 32 necessarily necessarily RB 03-plumb-humanities 127 33 similar similar JJ 03-plumb-humanities 127 34 when when WRB 03-plumb-humanities 127 35 both both DT 03-plumb-humanities 127 36 pairs pair NNS 03-plumb-humanities 127 37 of of IN 03-plumb-humanities 127 38 ( ( -LRB- 03-plumb-humanities 127 39 w1 w1 NNP 03-plumb-humanities 127 40 , , , 03-plumb-humanities 127 41 w2 w2 RB 03-plumb-humanities 127 42 ) ) -RRB- 03-plumb-humanities 127 43 and and CC 03-plumb-humanities 127 44 ( ( -LRB- 03-plumb-humanities 127 45 w2 w2 RB 03-plumb-humanities 127 46 , , , 03-plumb-humanities 127 47 w3 w3 NNP 03-plumb-humanities 127 48 ) ) -RRB- 03-plumb-humanities 127 49 are be VBP 03-plumb-humanities 127 50 similar similar JJ 03-plumb-humanities 127 51 . . . 03-plumb-humanities 128 1 While while IN 03-plumb-humanities 128 2 “ " `` 03-plumb-humanities 128 3 asteroid asteroid NN 03-plumb-humanities 128 4 ” " '' 03-plumb-humanities 128 5 is be VBZ 03-plumb-humanities 128 6 very very RB 03-plumb-humanities 128 7 similar similar JJ 03-plumb-humanities 128 8 to to IN 03-plumb-humanities 128 9 “ " `` 03-plumb-humanities 128 10 belt belt VB 03-plumb-humanities 128 11 ” " '' 03-plumb-humanities 128 12 and and CC 03-plumb-humanities 128 13 “ " `` 03-plumb-humanities 128 14 belt belt NN 03-plumb-humanities 128 15 ” " '' 03-plumb-humanities 128 16 is be VBZ 03-plumb-humanities 128 17 very very RB 03-plumb-humanities 128 18 similar similar JJ 03-plumb-humanities 128 19 to to IN 03-plumb-humanities 128 20 “ " `` 03-plumb-humanities 128 21 buckle buckle VB 03-plumb-humanities 128 22 ” " '' 03-plumb-humanities 128 23 , , , 03-plumb-humanities 128 24 “ " `` 03-plumb-humanities 128 25 asteroid asteroid NN 03-plumb-humanities 128 26 ” " '' 03-plumb-humanities 128 27 and and CC 03-plumb-humanities 128 28 “ " `` 03-plumb-humanities 128 29 buckle buckle NN 03-plumb-humanities 128 30 ” " '' 03-plumb-humanities 128 31 are be VBP 03-plumb-humanities 128 32 not not RB 03-plumb-humanities 128 33 similar similar JJ 03-plumb-humanities 128 34 ( ( -LRB- 03-plumb-humanities 128 35 Griffiths Griffiths NNP 03-plumb-humanities 128 36 et et NNP 03-plumb-humanities 128 37 al al NNP 03-plumb-humanities 128 38 . . . 03-plumb-humanities 129 1 2007 2007 CD 03-plumb-humanities 129 2 ) ) -RRB- 03-plumb-humanities 129 3 . . . 03-plumb-humanities 130 1 One one CD 03-plumb-humanities 130 2 reason reason NN 03-plumb-humanities 130 3 this this DT 03-plumb-humanities 130 4 violation violation NN 03-plumb-humanities 130 5 arises arise VBZ 03-plumb-humanities 130 6 is be VBZ 03-plumb-humanities 130 7 because because IN 03-plumb-humanities 130 8 a a DT 03-plumb-humanities 130 9 word word NN 03-plumb-humanities 130 10 is be VBZ 03-plumb-humanities 130 11 represented represent VBN 03-plumb-humanities 130 12 as as IN 03-plumb-humanities 130 13 a a DT 03-plumb-humanities 130 14 single single JJ 03-plumb-humanities 130 15 vector vector NN 03-plumb-humanities 130 16 even even RB 03-plumb-humanities 130 17 when when WRB 03-plumb-humanities 130 18 it -PRON- PRP 03-plumb-humanities 130 19 has have VBZ 03-plumb-humanities 130 20 multiple multiple JJ 03-plumb-humanities 130 21 meanings meaning NNS 03-plumb-humanities 130 22 . . . 03-plumb-humanities 131 1 This this DT 03-plumb-humanities 131 2 has have VBZ 03-plumb-humanities 131 3 led lead VBN 03-plumb-humanities 131 4 to to TO 03-plumb-humanities 131 5 research research NN 03-plumb-humanities 131 6 that that WDT 03-plumb-humanities 131 7 attempts attempt VBZ 03-plumb-humanities 131 8 new new JJ 03-plumb-humanities 131 9 methods method NNS 03-plumb-humanities 131 10 to to TO 03-plumb-humanities 131 11 capture capture VB 03-plumb-humanities 131 12 different different JJ 03-plumb-humanities 131 13 senses sense NNS 03-plumb-humanities 131 14 of of IN 03-plumb-humanities 131 15 words word NNS 03-plumb-humanities 131 16 in in IN 03-plumb-humanities 131 17 embedding embed VBG 03-plumb-humanities 131 18 applications application NNS 03-plumb-humanities 131 19 . . . 03-plumb-humanities 132 1 In in IN 03-plumb-humanities 132 2 a a DT 03-plumb-humanities 132 3 paper paper NN 03-plumb-humanities 132 4 surveying surveying NN 03-plumb-humanities 132 5 techniques technique NNS 03-plumb-humanities 132 6 for for IN 03-plumb-humanities 132 7 dif- dif- RB 03-plumb-humanities 132 8 ferentiating ferentiate VBG 03-plumb-humanities 132 9 words word NNS 03-plumb-humanities 132 10 at at IN 03-plumb-humanities 132 11 the the DT 03-plumb-humanities 132 12 “ " `` 03-plumb-humanities 132 13 sense sense NN 03-plumb-humanities 132 14 ” " '' 03-plumb-humanities 132 15 level level NN 03-plumb-humanities 132 16 , , , 03-plumb-humanities 132 17 Jose Jose NNP 03-plumb-humanities 132 18 Camacho Camacho NNP 03-plumb-humanities 132 19 - - HYPH 03-plumb-humanities 132 20 Collados Collados NNP 03-plumb-humanities 132 21 and and CC 03-plumb-humanities 132 22 Mohammad Mohammad NNP 03-plumb-humanities 132 23 Taher Taher NNP 03-plumb-humanities 132 24 Pilehvar Pilehvar NNP 03-plumb-humanities 132 25 show show VBP 03-plumb-humanities 132 26 that that IN 03-plumb-humanities 132 27 these these DT 03-plumb-humanities 132 28 efforts effort NNS 03-plumb-humanities 132 29 fall fall VBP 03-plumb-humanities 132 30 in in IN 03-plumb-humanities 132 31 two two CD 03-plumb-humanities 132 32 camps camp NNS 03-plumb-humanities 132 33 : : : 03-plumb-humanities 132 34 “ " `` 03-plumb-humanities 132 35 Unsupervised unsupervise VBN 03-plumb-humanities 132 36 models model NNS 03-plumb-humanities 132 37 directly directly RB 03-plumb-humanities 132 38 learn learn VBP 03-plumb-humanities 132 39 word word NN 03-plumb-humanities 132 40 senses sense NNS 03-plumb-humanities 132 41 from from IN 03-plumb-humanities 132 42 text text NN 03-plumb-humanities 132 43 corpora corpora NN 03-plumb-humanities 132 44 , , , 03-plumb-humanities 132 45 while while IN 03-plumb-humanities 132 46 knowledge knowledge NN 03-plumb-humanities 132 47 - - HYPH 03-plumb-humanities 132 48 based base VBN 03-plumb-humanities 132 49 techniques technique NNS 03-plumb-humanities 132 50 exploit exploit VBP 03-plumb-humanities 132 51 the the DT 03-plumb-humanities 132 52 sense sense NN 03-plumb-humanities 132 53 inventories inventory NNS 03-plumb-humanities 132 54 of of IN 03-plumb-humanities 132 55 lexical lexical JJ 03-plumb-humanities 132 56 resources resource NNS 03-plumb-humanities 132 57 as as IN 03-plumb-humanities 132 58 their -PRON- PRP$ 03-plumb-humanities 132 59 main main JJ 03-plumb-humanities 132 60 source source NN 03-plumb-humanities 132 61 for for IN 03-plumb-humanities 132 62 representing represent VBG 03-plumb-humanities 132 63 meanings meaning NNS 03-plumb-humanities 132 64 ” " '' 03-plumb-humanities 132 65 ( ( -LRB- 03-plumb-humanities 132 66 2018 2018 CD 03-plumb-humanities 132 67 , , , 03-plumb-humanities 132 68 744 744 CD 03-plumb-humanities 132 69 ) ) -RRB- 03-plumb-humanities 132 70 . . . 03-plumb-humanities 133 1 The the DT 03-plumb-humanities 133 2 first first JJ 03-plumb-humanities 133 3 method method NN 03-plumb-humanities 133 4 , , , 03-plumb-humanities 133 5 an an DT 03-plumb-humanities 133 6 unsupervised unsupervised JJ 03-plumb-humanities 133 7 model model NN 03-plumb-humanities 133 8 , , , 03-plumb-humanities 133 9 induces induce VBZ 03-plumb-humanities 133 10 different different JJ 03-plumb-humanities 133 11 meanings meaning NNS 03-plumb-humanities 133 12 of of IN 03-plumb-humanities 133 13 a a DT 03-plumb-humanities 133 14 word word NN 03-plumb-humanities 133 15 — — : 03-plumb-humanities 133 16 it -PRON- PRP 03-plumb-humanities 133 17 is be VBZ 03-plumb-humanities 133 18 trained train VBN 03-plumb-humanities 133 19 to to TO 03-plumb-humanities 133 20 analyze analyze VB 03-plumb-humanities 133 21 and and CC 03-plumb-humanities 133 22 represent represent VB 03-plumb-humanities 133 23 each each DT 03-plumb-humanities 133 24 word word NN 03-plumb-humanities 133 25 sense sense NN 03-plumb-humanities 133 26 based base VBN 03-plumb-humanities 133 27 on on IN 03-plumb-humanities 133 28 statistical statistical JJ 03-plumb-humanities 133 29 knowledge knowledge NN 03-plumb-humanities 133 30 derived derive VBN 03-plumb-humanities 133 31 from from IN 03-plumb-humanities 133 32 the the DT 03-plumb-humanities 133 33 contexts contexts NN 03-plumb-humanities 133 34 within within IN 03-plumb-humanities 133 35 a a DT 03-plumb-humanities 133 36 corpus corpus NN 03-plumb-humanities 133 37 . . . 03-plumb-humanities 134 1 The the DT 03-plumb-humanities 134 2 second second JJ 03-plumb-humanities 134 3 method method NN 03-plumb-humanities 134 4 for for IN 03-plumb-humanities 134 5 disambiguation disambiguation NN 03-plumb-humanities 134 6 relies rely VBZ 03-plumb-humanities 134 7 on on IN 03-plumb-humanities 134 8 information information NN 03-plumb-humanities 134 9 contained contain VBN 03-plumb-humanities 134 10 in in IN 03-plumb-humanities 134 11 other other JJ 03-plumb-humanities 134 12 databases database NNS 03-plumb-humanities 134 13 or or CC 03-plumb-humanities 134 14 sources source NNS 03-plumb-humanities 134 15 . . . 03-plumb-humanities 135 1 WordNet WordNet NNP 03-plumb-humanities 135 2 , , , 03-plumb-humanities 135 3 for for IN 03-plumb-humanities 135 4 instance instance NN 03-plumb-humanities 135 5 , , , 03-plumb-humanities 135 6 associates associate VBZ 03-plumb-humanities 135 7 multiple multiple JJ 03-plumb-humanities 135 8 words word NNS 03-plumb-humanities 135 9 with with IN 03-plumb-humanities 135 10 concepts concept NNS 03-plumb-humanities 135 11 , , , 03-plumb-humanities 135 12 providing provide VBG 03-plumb-humanities 135 13 a a DT 03-plumb-humanities 135 14 sense sense NN 03-plumb-humanities 135 15 inventory inventory NN 03-plumb-humanities 135 16 for for IN 03-plumb-humanities 135 17 terms term NNS 03-plumb-humanities 135 18 . . . 03-plumb-humanities 136 1 It -PRON- PRP 03-plumb-humanities 136 2 is be VBZ 03-plumb-humanities 136 3 made make VBN 03-plumb-humanities 136 4 up up RP 03-plumb-humanities 136 5 of of IN 03-plumb-humanities 136 6 synsets synset NNS 03-plumb-humanities 136 7 , , , 03-plumb-humanities 136 8 which which WDT 03-plumb-humanities 136 9 represent represent VBP 03-plumb-humanities 136 10 unique unique JJ 03-plumb-humanities 136 11 concepts concept NNS 03-plumb-humanities 136 12 that that WDT 03-plumb-humanities 136 13 can can MD 03-plumb-humanities 136 14 be be VB 03-plumb-humanities 136 15 expressed express VBN 03-plumb-humanities 136 16 through through IN 03-plumb-humanities 136 17 nouns noun NNS 03-plumb-humanities 136 18 , , , 03-plumb-humanities 136 19 verbs verb NNS 03-plumb-humanities 136 20 , , , 03-plumb-humanities 136 21 adjectives adjective NNS 03-plumb-humanities 136 22 or or CC 03-plumb-humanities 136 23 adverbs adverb NNS 03-plumb-humanities 136 24 . . . 03-plumb-humanities 137 1 The the DT 03-plumb-humanities 137 2 synset synset NN 03-plumb-humanities 137 3 of of IN 03-plumb-humanities 137 4 a a DT 03-plumb-humanities 137 5 concept concept NN 03-plumb-humanities 137 6 such such JJ 03-plumb-humanities 137 7 as as IN 03-plumb-humanities 137 8 “ " `` 03-plumb-humanities 137 9 a a DT 03-plumb-humanities 137 10 busi- busi- JJ 03-plumb-humanities 137 11 ness ness NN 03-plumb-humanities 137 12 where where WRB 03-plumb-humanities 137 13 patrons patron NNS 03-plumb-humanities 137 14 can can MD 03-plumb-humanities 137 15 purchase purchase VB 03-plumb-humanities 137 16 coffee coffee NN 03-plumb-humanities 137 17 and and CC 03-plumb-humanities 137 18 use use VB 03-plumb-humanities 137 19 WiFi WiFi NNP 03-plumb-humanities 137 20 ” " '' 03-plumb-humanities 137 21 might may MD 03-plumb-humanities 137 22 be be VB 03-plumb-humanities 137 23 “ " `` 03-plumb-humanities 137 24 cafe cafe JJ 03-plumb-humanities 137 25 , , , 03-plumb-humanities 137 26 coffeeshop coffeeshop NN 03-plumb-humanities 137 27 , , , 03-plumb-humanities 137 28 internet internet NN 03-plumb-humanities 137 29 cafe cafe NN 03-plumb-humanities 137 30 ” " '' 03-plumb-humanities 137 31 etc etc FW 03-plumb-humanities 137 32 . . . 03-plumb-humanities 138 1 Camacho Camacho NNP 03-plumb-humanities 138 2 - - HYPH 03-plumb-humanities 138 3 Collados Collados NNP 03-plumb-humanities 138 4 and and CC 03-plumb-humanities 138 5 Pilehvar Pilehvar NNP 03-plumb-humanities 138 6 review review VB 03-plumb-humanities 138 7 different different JJ 03-plumb-humanities 138 8 ways way NNS 03-plumb-humanities 138 9 to to TO 03-plumb-humanities 138 10 process process VB 03-plumb-humanities 138 11 word word NN 03-plumb-humanities 138 12 embedding embed VBG 03-plumb-humanities 138 13 results result NNS 03-plumb-humanities 138 14 using use VBG 03-plumb-humanities 138 15 WordNet WordNet NNP 03-plumb-humanities 138 16 and and CC 03-plumb-humanities 138 17 similar similar JJ 03-plumb-humanities 138 18 resources resource NNS 03-plumb-humanities 138 19 , , , 03-plumb-humanities 138 20 which which WDT 03-plumb-humanities 138 21 essentially essentially RB 03-plumb-humanities 138 22 provide provide VBP 03-plumb-humanities 138 23 synonyms synonyms NN 03-plumb-humanities 138 24 that that WDT 03-plumb-humanities 138 25 share share VBP 03-plumb-humanities 138 26 a a DT 03-plumb-humanities 138 27 common common JJ 03-plumb-humanities 138 28 meaning meaning NN 03-plumb-humanities 138 29 . . . 03-plumb-humanities 139 1 There there EX 03-plumb-humanities 139 2 exists exist VBZ 03-plumb-humanities 139 3 a a DT 03-plumb-humanities 139 4 relationship relationship NN 03-plumb-humanities 139 5 between between IN 03-plumb-humanities 139 6 work work NN 03-plumb-humanities 139 7 that that WDT 03-plumb-humanities 139 8 addresses address VBZ 03-plumb-humanities 139 9 word word NN 03-plumb-humanities 139 10 disambiguation disambiguation NNP 03-plumb-humanities 139 11 and and CC 03-plumb-humanities 139 12 work work NN 03-plumb-humanities 139 13 that that WDT 03-plumb-humanities 139 14 addresses address VBZ 03-plumb-humanities 139 15 the the DT 03-plumb-humanities 139 16 biases bias NNS 03-plumb-humanities 139 17 that that WDT 03-plumb-humanities 139 18 word word NN 03-plumb-humanities 139 19 vector vector NNP 03-plumb-humanities 139 20 algorithms algorithms NNP 03-plumb-humanities 139 21 produce produce VBP 03-plumb-humanities 139 22 . . . 03-plumb-humanities 140 1 Just just RB 03-plumb-humanities 140 2 as as IN 03-plumb-humanities 140 3 researchers researcher NNS 03-plumb-humanities 140 4 can can MD 03-plumb-humanities 140 5 modify modify VB 03-plumb-humanities 140 6 gen- gen- NNP 03-plumb-humanities 140 7 eral eral JJ 03-plumb-humanities 140 8 word word NN 03-plumb-humanities 140 9 embedding embed VBG 03-plumb-humanities 140 10 models model NNS 03-plumb-humanities 140 11 to to TO 03-plumb-humanities 140 12 capture capture VB 03-plumb-humanities 140 13 a a DT 03-plumb-humanities 140 14 word word NN 03-plumb-humanities 140 15 ’s ’s POS 03-plumb-humanities 140 16 multiple multiple JJ 03-plumb-humanities 140 17 meanings meaning NNS 03-plumb-humanities 140 18 , , , 03-plumb-humanities 140 19 they -PRON- PRP 03-plumb-humanities 140 20 can can MD 03-plumb-humanities 140 21 also also RB 03-plumb-humanities 140 22 modify modify VB 03-plumb-humanities 140 23 them -PRON- PRP 03-plumb-humanities 140 24 according accord VBG 03-plumb-humanities 140 25 to to IN 03-plumb-humanities 140 26 a a DT 03-plumb-humanities 140 27 word word NN 03-plumb-humanities 140 28 ’s ’s POS 03-plumb-humanities 140 29 usage usage NN 03-plumb-humanities 140 30 over over IN 03-plumb-humanities 140 31 time time NN 03-plumb-humanities 140 32 . . . 03-plumb-humanities 141 1 These these DT 03-plumb-humanities 141 2 evolving evolve VBG 03-plumb-humanities 141 3 methods method NNS 03-plumb-humanities 141 4 begin begin VBP 03-plumb-humanities 141 5 to to TO 03-plumb-humanities 141 6 account account VB 03-plumb-humanities 141 7 for for IN 03-plumb-humanities 141 8 the the DT 03-plumb-humanities 141 9 social social JJ 03-plumb-humanities 141 10 , , , 03-plumb-humanities 141 11 historical historical JJ 03-plumb-humanities 141 12 , , , 03-plumb-humanities 141 13 and and CC 03-plumb-humanities 141 14 psychological psychological JJ 03-plumb-humanities 141 15 dimensions dimension NNS 03-plumb-humanities 141 16 of of IN 03-plumb-humanities 141 17 language language NN 03-plumb-humanities 141 18 . . . 03-plumb-humanities 142 1 If if IN 03-plumb-humanities 142 2 one one PRP 03-plumb-humanities 142 3 can can MD 03-plumb-humanities 142 4 show show VB 03-plumb-humanities 142 5 that that IN 03-plumb-humanities 142 6 applying apply VBG 03-plumb-humanities 142 7 word word NN 03-plumb-humanities 142 8 embed- embed- NNP 03-plumb-humanities 142 9 ding ding NNP 03-plumb-humanities 142 10 algorithms algorithm NNS 03-plumb-humanities 142 11 to to IN 03-plumb-humanities 142 12 diachronic diachronic JJ 03-plumb-humanities 142 13 corpora corpora NNP 03-plumb-humanities 142 14 or or CC 03-plumb-humanities 142 15 corpora corpora NN 03-plumb-humanities 142 16 of of IN 03-plumb-humanities 142 17 different different JJ 03-plumb-humanities 142 18 domains domain NNS 03-plumb-humanities 142 19 produces produce VBZ 03-plumb-humanities 142 20 different different JJ 03-plumb-humanities 142 21 biases bias NNS 03-plumb-humanities 142 22 , , , 03-plumb-humanities 142 23 this this DT 03-plumb-humanities 142 24 would would MD 03-plumb-humanities 142 25 suggest suggest VB 03-plumb-humanities 142 26 that that IN 03-plumb-humanities 142 27 nuanced nuance VBN 03-plumb-humanities 142 28 shifts shift NNS 03-plumb-humanities 142 29 in in IN 03-plumb-humanities 142 30 vocabulary vocabulary NN 03-plumb-humanities 142 31 and and CC 03-plumb-humanities 142 32 word word NN 03-plumb-humanities 142 33 usage usage NN 03-plumb-humanities 142 34 can can MD 03-plumb-humanities 142 35 be be VB 03-plumb-humanities 142 36 used use VBN 03-plumb-humanities 142 37 to to TO 03-plumb-humanities 142 38 impact impact VB 03-plumb-humanities 142 39 data datum NNS 03-plumb-humanities 142 40 curation curation NN 03-plumb-humanities 142 41 practices practice NNS 03-plumb-humanities 142 42 that that WDT 03-plumb-humanities 142 43 seek seek VBP 03-plumb-humanities 142 44 to to TO 03-plumb-humanities 142 45 isolate isolate VB 03-plumb-humanities 142 46 and and CC 03-plumb-humanities 142 47 remove remove VB 03-plumb-humanities 142 48 historical historical JJ 03-plumb-humanities 142 49 bias bias NN 03-plumb-humanities 142 50 from from IN 03-plumb-humanities 142 51 other other JJ 03-plumb-humanities 142 52 word word NN 03-plumb-humanities 142 53 embedding embedding NN 03-plumb-humanities 142 54 models model NNS 03-plumb-humanities 142 55 . . . 03-plumb-humanities 143 1 Biases bias NNS 03-plumb-humanities 143 2 , , , 03-plumb-humanities 143 3 one one PRP 03-plumb-humanities 143 4 might may MD 03-plumb-humanities 143 5 say say VB 03-plumb-humanities 143 6 , , , 03-plumb-humanities 143 7 persist persist VB 03-plumb-humanities 143 8 despite despite IN 03-plumb-humanities 143 9 contextual contextual JJ 03-plumb-humanities 143 10 changes change NNS 03-plumb-humanities 143 11 . . . 03-plumb-humanities 144 1 Or or CC 03-plumb-humanities 144 2 , , , 03-plumb-humanities 144 3 one one PRP 03-plumb-humanities 144 4 might may MD 03-plumb-humanities 144 5 say say VB 03-plumb-humanities 144 6 that that IN 03-plumb-humanities 144 7 the the DT 03-plumb-humanities 144 8 short- short- NNS 03-plumb-humanities 144 9 comings coming NNS 03-plumb-humanities 144 10 of of IN 03-plumb-humanities 144 11 word word NN 03-plumb-humanities 144 12 embeddings embedding NNS 03-plumb-humanities 144 13 do do VBP 03-plumb-humanities 144 14 n’t not RB 03-plumb-humanities 144 15 account account VB 03-plumb-humanities 144 16 for for IN 03-plumb-humanities 144 17 changes change NNS 03-plumb-humanities 144 18 in in IN 03-plumb-humanities 144 19 bias bias NN 03-plumb-humanities 144 20 that that WDT 03-plumb-humanities 144 21 are be VBP 03-plumb-humanities 144 22 present present JJ 03-plumb-humanities 144 23 in in IN 03-plumb-humanities 144 24 context context NN 03-plumb-humanities 144 25 . . . 03-plumb-humanities 145 1 This this DT 03-plumb-humanities 145 2 is be VBZ 03-plumb-humanities 145 3 where where WRB 03-plumb-humanities 145 4 the the DT 03-plumb-humanities 145 5 domain domain NN 03-plumb-humanities 145 6 expertise expertise NN 03-plumb-humanities 145 7 of of IN 03-plumb-humanities 145 8 literary literary JJ 03-plumb-humanities 145 9 scholars scholar NNS 03-plumb-humanities 145 10 also also RB 03-plumb-humanities 145 11 becomes become VBZ 03-plumb-humanities 145 12 essential essential JJ 03-plumb-humanities 145 13 . . . 03-plumb-humanities 146 1 Historians historian NNS 03-plumb-humanities 146 2 ’ ’ POS 03-plumb-humanities 146 3 domain domain NN 03-plumb-humanities 146 4 ex- ex- XX 03-plumb-humanities 146 5 pertise pertise JJ 03-plumb-humanities 146 6 and and CC 03-plumb-humanities 146 7 natural natural JJ 03-plumb-humanities 146 8 interest interest NN 03-plumb-humanities 146 9 in in IN 03-plumb-humanities 146 10 comparative comparative JJ 03-plumb-humanities 146 11 corpora corpora NN 03-plumb-humanities 146 12 ( ( -LRB- 03-plumb-humanities 146 13 from from IN 03-plumb-humanities 146 14 different different JJ 03-plumb-humanities 146 15 time time NN 03-plumb-humanities 146 16 periods period NNS 03-plumb-humanities 146 17 or or CC 03-plumb-humanities 146 18 containing contain VBG 03-plumb-humanities 146 19 different different JJ 03-plumb-humanities 146 20 types type NNS 03-plumb-humanities 146 21 of of IN 03-plumb-humanities 146 22 documents document NNS 03-plumb-humanities 146 23 ) ) -RRB- 03-plumb-humanities 146 24 situates situate VBZ 03-plumb-humanities 146 25 their -PRON- PRP$ 03-plumb-humanities 146 26 ability ability NN 03-plumb-humanities 146 27 to to TO 03-plumb-humanities 146 28 curate curate VB 03-plumb-humanities 146 29 datasets dataset NNS 03-plumb-humanities 146 30 that that WDT 03-plumb-humanities 146 31 tend tend VBP 03-plumb-humanities 146 32 to to IN 03-plumb-humanities 146 33 both both DT 03-plumb-humanities 146 34 data datum NNS 03-plumb-humanities 146 35 ethics ethic NNS 03-plumb-humanities 146 36 and and CC 03-plumb-humanities 146 37 computational computational JJ 03-plumb-humanities 146 38 innovation innovation NN 03-plumb-humanities 146 39 . . . 03-plumb-humanities 147 1 Such such JJ 03-plumb-humanities 147 2 work work NN 03-plumb-humanities 147 3 could could MD 03-plumb-humanities 147 4 have have VB 03-plumb-humanities 147 5 impact impact NN 03-plumb-humanities 147 6 beyond beyond IN 03-plumb-humanities 147 7 historical historical JJ 03-plumb-humanities 147 8 research research NN 03-plumb-humanities 147 9 , , , 03-plumb-humanities 147 10 and and CC 03-plumb-humanities 147 11 result result VB 03-plumb-humanities 147 12 in in IN 03-plumb-humanities 147 13 data data NN 03-plumb-humanities 147 14 - - HYPH 03-plumb-humanities 147 15 level level NN 03-plumb-humanities 147 16 corrections correction NNS 03-plumb-humanities 147 17 to to IN 03-plumb-humanities 147 18 biases bias NNS 03-plumb-humanities 147 19 that that WDT 03-plumb-humanities 147 20 emerge emerge VBP 03-plumb-humanities 147 21 in in IN 03-plumb-humanities 147 22 more more JJR 03-plumb-humanities 147 23 general general JJ 03-plumb-humanities 147 24 - - HYPH 03-plumb-humanities 147 25 purpose purpose NN 03-plumb-humanities 147 26 embedding embed VBG 03-plumb-humanities 147 27 applica- applica- JJ 03-plumb-humanities 147 28 tions tion NNS 03-plumb-humanities 147 29 . . . 03-plumb-humanities 148 1 This this DT 03-plumb-humanities 148 2 could could MD 03-plumb-humanities 148 3 be be VB 03-plumb-humanities 148 4 more more RBR 03-plumb-humanities 148 5 effective effective JJ 03-plumb-humanities 148 6 and and CC 03-plumb-humanities 148 7 reproducible reproducible JJ 03-plumb-humanities 148 8 than than IN 03-plumb-humanities 148 9 correcting correct VBG 03-plumb-humanities 148 10 them -PRON- PRP 03-plumb-humanities 148 11 superficially superficially RB 03-plumb-humanities 148 12 ( ( -LRB- 03-plumb-humanities 148 13 Gonen Gonen NNP 03-plumb-humanities 148 14 and and CC 03-plumb-humanities 148 15 Goldberg Goldberg NNP 03-plumb-humanities 148 16 2019 2019 CD 03-plumb-humanities 148 17 ) ) -RRB- 03-plumb-humanities 148 18 . . . 03-plumb-humanities 149 1 For for IN 03-plumb-humanities 149 2 instance instance NN 03-plumb-humanities 149 3 , , , 03-plumb-humanities 149 4 if if IN 03-plumb-humanities 149 5 novel novel JJ 03-plumb-humanities 149 6 cultural cultural JJ 03-plumb-humanities 149 7 biases bias NNS 03-plumb-humanities 149 8 can can MD 03-plumb-humanities 149 9 be be VB 03-plumb-humanities 149 10 traced trace VBN 03-plumb-humanities 149 11 to to IN 03-plumb-humanities 149 12 an an DT 03-plumb-humanities 149 13 origin origin JJ 03-plumb-humanities 149 14 period period NN 03-plumb-humanities 149 15 , , , 03-plumb-humanities 149 16 texts text NNS 03-plumb-humanities 149 17 Plumb Plumb VBD 03-plumb-humanities 149 18 37 37 CD 03-plumb-humanities 149 19 from from IN 03-plumb-humanities 149 20 that that DT 03-plumb-humanities 149 21 period period NN 03-plumb-humanities 149 22 could could MD 03-plumb-humanities 149 23 constitute constitute VB 03-plumb-humanities 149 24 a a DT 03-plumb-humanities 149 25 sub sub JJ 03-plumb-humanities 149 26 - - NN 03-plumb-humanities 149 27 corpus corpus NN 03-plumb-humanities 149 28 . . . 03-plumb-humanities 150 1 Embedding embed VBG 03-plumb-humanities 150 2 models model NNS 03-plumb-humanities 150 3 specific specific JJ 03-plumb-humanities 150 4 to to IN 03-plumb-humanities 150 5 that that DT 03-plumb-humanities 150 6 corpus corpus NNP 03-plumb-humanities 150 7 might may MD 03-plumb-humanities 150 8 be be VB 03-plumb-humanities 150 9 subtracted subtract VBN 03-plumb-humanities 150 10 from from IN 03-plumb-humanities 150 11 the the DT 03-plumb-humanities 150 12 vectors vector NNS 03-plumb-humanities 150 13 generated generate VBN 03-plumb-humanities 150 14 from from IN 03-plumb-humanities 150 15 a a DT 03-plumb-humanities 150 16 broader broad JJR 03-plumb-humanities 150 17 dataset dataset NN 03-plumb-humanities 150 18 . . . 03-plumb-humanities 151 1 Examining examine VBG 03-plumb-humanities 151 2 a a DT 03-plumb-humanities 151 3 methodology methodology NN 03-plumb-humanities 151 4 ’s ’s NN 03-plumb-humanities 151 5 history history NN 03-plumb-humanities 151 6 is be VBZ 03-plumb-humanities 151 7 an an DT 03-plumb-humanities 151 8 essential essential JJ 03-plumb-humanities 151 9 way way NN 03-plumb-humanities 151 10 in in IN 03-plumb-humanities 151 11 which which WDT 03-plumb-humanities 151 12 scholars scholar NNS 03-plumb-humanities 151 13 can can MD 03-plumb-humanities 151 14 strengthen strengthen VB 03-plumb-humanities 151 15 the the DT 03-plumb-humanities 151 16 validity validity NN 03-plumb-humanities 151 17 of of IN 03-plumb-humanities 151 18 computationally computationally RB 03-plumb-humanities 151 19 - - HYPH 03-plumb-humanities 151 20 driven drive VBN 03-plumb-humanities 151 21 research research NN 03-plumb-humanities 151 22 and and CC 03-plumb-humanities 151 23 its -PRON- PRP$ 03-plumb-humanities 151 24 integration integration NN 03-plumb-humanities 151 25 into into IN 03-plumb-humanities 151 26 literary literary JJ 03-plumb-humanities 151 27 departments department NNS 03-plumb-humanities 151 28 — — : 03-plumb-humanities 151 29 this this DT 03-plumb-humanities 151 30 type type NN 03-plumb-humanities 151 31 of of IN 03-plumb-humanities 151 32 scholarship scholarship NN 03-plumb-humanities 151 33 reconstitutes reconstitute VBZ 03-plumb-humanities 151 34 literary literary JJ 03-plumb-humanities 151 35 insights insight NNS 03-plumb-humanities 151 36 after after IN 03-plumb-humanities 151 37 the the DT 03-plumb-humanities 151 38 risky risky JJ 03-plumb-humanities 151 39 move move NN 03-plumb-humanities 151 40 of of IN 03-plumb-humanities 151 41 flattening flatten VBG 03-plumb-humanities 151 42 literary literary JJ 03-plumb-humanities 151 43 texts text NNS 03-plumb-humanities 151 44 with with IN 03-plumb-humanities 151 45 the the DT 03-plumb-humanities 151 46 rigor rigor NN 03-plumb-humanities 151 47 of of IN 03-plumb-humanities 151 48 machines machine NNS 03-plumb-humanities 151 49 . . . 03-plumb-humanities 152 1 But but CC 03-plumb-humanities 152 2 as as IN 03-plumb-humanities 152 3 Lauren Lauren NNP 03-plumb-humanities 152 4 Klein Klein NNP 03-plumb-humanities 152 5 ( ( -LRB- 03-plumb-humanities 152 6 2019 2019 CD 03-plumb-humanities 152 7 ) ) -RRB- 03-plumb-humanities 152 8 and and CC 03-plumb-humanities 152 9 others other NNS 03-plumb-humanities 152 10 reveal reveal VBP 03-plumb-humanities 152 11 , , , 03-plumb-humanities 152 12 scholars scholar NNS 03-plumb-humanities 152 13 have have VBP 03-plumb-humanities 152 14 begun begin VBN 03-plumb-humanities 152 15 to to TO 03-plumb-humanities 152 16 apply apply VB 03-plumb-humanities 152 17 interpretation interpretation NN 03-plumb-humanities 152 18 and and CC 03-plumb-humanities 152 19 imagination imagination NN 03-plumb-humanities 152 20 in in IN 03-plumb-humanities 152 21 both both CC 03-plumb-humanities 152 22 the the DT 03-plumb-humanities 152 23 computational computational NN 03-plumb-humanities 152 24 and and CC 03-plumb-humanities 152 25 the the DT 03-plumb-humanities 152 26 “ " `` 03-plumb-humanities 152 27 close close JJ 03-plumb-humanities 152 28 reading reading NN 03-plumb-humanities 152 29 ” " '' 03-plumb-humanities 152 30 as- as- XX 03-plumb-humanities 152 31 pects pect NNS 03-plumb-humanities 152 32 of of IN 03-plumb-humanities 152 33 their -PRON- PRP$ 03-plumb-humanities 152 34 research research NN 03-plumb-humanities 152 35 . . . 03-plumb-humanities 153 1 This this DT 03-plumb-humanities 153 2 reinforces reinforce VBZ 03-plumb-humanities 153 3 that that IN 03-plumb-humanities 153 4 computational computational JJ 03-plumb-humanities 153 5 shifts shift NNS 03-plumb-humanities 153 6 in in IN 03-plumb-humanities 153 7 the the DT 03-plumb-humanities 153 8 study study NN 03-plumb-humanities 153 9 of of IN 03-plumb-humanities 153 10 literature literature NN 03-plumb-humanities 153 11 are be VBP 03-plumb-humanities 153 12 more more JJR 03-plumb-humanities 153 13 than than IN 03-plumb-humanities 153 14 just just RB 03-plumb-humanities 153 15 the the DT 03-plumb-humanities 153 16 adoption adoption NN 03-plumb-humanities 153 17 of of IN 03-plumb-humanities 153 18 useful useful JJ 03-plumb-humanities 153 19 tools tool NNS 03-plumb-humanities 153 20 for for IN 03-plumb-humanities 153 21 the the DT 03-plumb-humanities 153 22 sake sake NN 03-plumb-humanities 153 23 of of IN 03-plumb-humanities 153 24 locating locate VBG 03-plumb-humanities 153 25 a a DT 03-plumb-humanities 153 26 novel novel JJ 03-plumb-humanities 153 27 pattern pattern NN 03-plumb-humanities 153 28 in in IN 03-plumb-humanities 153 29 data datum NNS 03-plumb-humanities 153 30 . . . 03-plumb-humanities 154 1 An an DT 03-plumb-humanities 154 2 increasingly increasingly RB 03-plumb-humanities 154 3 important important JJ 03-plumb-humanities 154 4 branch branch NN 03-plumb-humanities 154 5 of of IN 03-plumb-humanities 154 6 digital digital JJ 03-plumb-humanities 154 7 literary literary JJ 03-plumb-humanities 154 8 research research NN 03-plumb-humanities 154 9 demonstrates demonstrate VBZ 03-plumb-humanities 154 10 the the DT 03-plumb-humanities 154 11 efficacy efficacy NN 03-plumb-humanities 154 12 of of IN 03-plumb-humanities 154 13 engaging engage VBG 03-plumb-humanities 154 14 the the DT 03-plumb-humanities 154 15 interdisciplinary interdisciplinary JJ 03-plumb-humanities 154 16 complexity complexity NN 03-plumb-humanities 154 17 of of IN 03-plumb-humanities 154 18 computational computational JJ 03-plumb-humanities 154 19 tools tool NNS 03-plumb-humanities 154 20 in in IN 03-plumb-humanities 154 21 relation relation NN 03-plumb-humanities 154 22 to to IN 03-plumb-humanities 154 23 the the DT 03-plumb-humanities 154 24 complexity complexity NN 03-plumb-humanities 154 25 of of IN 03-plumb-humanities 154 26 literary literary JJ 03-plumb-humanities 154 27 analysis analysis NN 03-plumb-humanities 154 28 . . . 03-plumb-humanities 155 1 New new JJ 03-plumb-humanities 155 2 ideas idea NNS 03-plumb-humanities 155 3 for for IN 03-plumb-humanities 155 4 close close JJ 03-plumb-humanities 155 5 readings reading NNS 03-plumb-humanities 155 6 and and CC 03-plumb-humanities 155 7 analysis analysis NN 03-plumb-humanities 155 8 can can MD 03-plumb-humanities 155 9 serve serve VB 03-plumb-humanities 155 10 as as IN 03-plumb-humanities 155 11 windows window NNS 03-plumb-humanities 155 12 into into IN 03-plumb-humanities 155 13 defining define VBG 03-plumb-humanities 155 14 secondary secondary JJ 03-plumb-humanities 155 15 com- com- NN 03-plumb-humanities 155 16 putational putational JJ 03-plumb-humanities 155 17 research research NN 03-plumb-humanities 155 18 questions question NNS 03-plumb-humanities 155 19 that that WDT 03-plumb-humanities 155 20 emerge emerge VBP 03-plumb-humanities 155 21 from from IN 03-plumb-humanities 155 22 an an DT 03-plumb-humanities 155 23 initial initial JJ 03-plumb-humanities 155 24 statistical statistical JJ 03-plumb-humanities 155 25 exploration exploration NN 03-plumb-humanities 155 26 . . . 03-plumb-humanities 156 1 As as IN 03-plumb-humanities 156 2 in in IN 03-plumb-humanities 156 3 the the DT 03-plumb-humanities 156 4 work work NN 03-plumb-humanities 156 5 reviewed review VBN 03-plumb-humanities 156 6 by by IN 03-plumb-humanities 156 7 Camacho Camacho NNP 03-plumb-humanities 156 8 - - HYPH 03-plumb-humanities 156 9 Collados Collados NNP 03-plumb-humanities 156 10 Pilehvar Pilehvar NNP 03-plumb-humanities 156 11 , , , 03-plumb-humanities 156 12 outside outside JJ 03-plumb-humanities 156 13 knowledge knowledge NN 03-plumb-humanities 156 14 of of IN 03-plumb-humanities 156 15 word word NN 03-plumb-humanities 156 16 senses sense NNS 03-plumb-humanities 156 17 can can MD 03-plumb-humanities 156 18 be be VB 03-plumb-humanities 156 19 used use VBN 03-plumb-humanities 156 20 for for IN 03-plumb-humanities 156 21 post- post- NNP 03-plumb-humanities 156 22 processing processing NN 03-plumb-humanities 156 23 word word NN 03-plumb-humanities 156 24 embeddings embedding NNS 03-plumb-humanities 156 25 that that WDT 03-plumb-humanities 156 26 address address VBP 03-plumb-humanities 156 27 theoretical theoretical JJ 03-plumb-humanities 156 28 issues issue NNS 03-plumb-humanities 156 29 . . . 03-plumb-humanities 157 1 Implementing implement VBG 03-plumb-humanities 157 2 this this DT 03-plumb-humanities 157 3 type type NN 03-plumb-humanities 157 4 of of IN 03-plumb-humanities 157 5 process process NN 03-plumb-humanities 157 6 for for IN 03-plumb-humanities 157 7 humanities humanity NNS 03-plumb-humanities 157 8 research research NN 03-plumb-humanities 157 9 , , , 03-plumb-humanities 157 10 one one PRP 03-plumb-humanities 157 11 might may MD 03-plumb-humanities 157 12 begin begin VB 03-plumb-humanities 157 13 with with IN 03-plumb-humanities 157 14 the the DT 03-plumb-humanities 157 15 question question NN 03-plumb-humanities 157 16 : : : 03-plumb-humanities 157 17 can can MD 03-plumb-humanities 157 18 I -PRON- PRP 03-plumb-humanities 157 19 generate generate VB 03-plumb-humanities 157 20 word word NN 03-plumb-humanities 157 21 vector vector NN 03-plumb-humanities 157 22 models model NNS 03-plumb-humanities 157 23 that that WDT 03-plumb-humanities 157 24 attend attend VBP 03-plumb-humanities 157 25 to to IN 03-plumb-humanities 157 26 both both DT 03-plumb-humanities 157 27 author author NN 03-plumb-humanities 157 28 gender gender NN 03-plumb-humanities 157 29 and and CC 03-plumb-humanities 157 30 word word NN 03-plumb-humanities 157 31 context context NN 03-plumb-humanities 157 32 if if IN 03-plumb-humanities 157 33 I -PRON- PRP 03-plumb-humanities 157 34 train train VBP 03-plumb-humanities 157 35 them -PRON- PRP 03-plumb-humanities 157 36 in in IN 03-plumb-humanities 157 37 innovative innovative JJ 03-plumb-humanities 157 38 ways way NNS 03-plumb-humanities 157 39 ? ? . 03-plumb-humanities 158 1 Does do VBZ 03-plumb-humanities 158 2 this this DT 03-plumb-humanities 158 3 require require VB 03-plumb-humanities 158 4 a a DT 03-plumb-humanities 158 5 corpus corpus NN 03-plumb-humanities 158 6 of of IN 03-plumb-humanities 158 7 male male JJ 03-plumb-humanities 158 8 authors author NNS 03-plumb-humanities 158 9 and and CC 03-plumb-humanities 158 10 one one CD 03-plumb-humanities 158 11 of of IN 03-plumb-humanities 158 12 female female JJ 03-plumb-humanities 158 13 authors author NNS 03-plumb-humanities 158 14 ? ? . 03-plumb-humanities 159 1 Or or CC 03-plumb-humanities 159 2 would would MD 03-plumb-humanities 159 3 this this DT 03-plumb-humanities 159 4 be be VB 03-plumb-humanities 159 5 better well RBR 03-plumb-humanities 159 6 accom- accom- NN 03-plumb-humanities 159 7 plished plishe VBN 03-plumb-humanities 159 8 with with IN 03-plumb-humanities 159 9 an an DT 03-plumb-humanities 159 10 outside outside JJ 03-plumb-humanities 159 11 lexical lexical JJ 03-plumb-humanities 159 12 source source NN 03-plumb-humanities 159 13 that that WDT 03-plumb-humanities 159 14 has have VBZ 03-plumb-humanities 159 15 already already RB 03-plumb-humanities 159 16 associated associate VBN 03-plumb-humanities 159 17 word word NN 03-plumb-humanities 159 18 senses sense NNS 03-plumb-humanities 159 19 with with IN 03-plumb-humanities 159 20 genders gender NNS 03-plumb-humanities 159 21 ? ? . 03-plumb-humanities 160 1 Multi multi JJ 03-plumb-humanities 160 2 - - JJ 03-plumb-humanities 160 3 disciplinary disciplinary JJ 03-plumb-humanities 160 4 scholars scholar NNS 03-plumb-humanities 160 5 are be VBP 03-plumb-humanities 160 6 experimenting experiment VBG 03-plumb-humanities 160 7 with with IN 03-plumb-humanities 160 8 a a DT 03-plumb-humanities 160 9 variety variety NN 03-plumb-humanities 160 10 of of IN 03-plumb-humanities 160 11 methods method NNS 03-plumb-humanities 160 12 to to TO 03-plumb-humanities 160 13 use use VB 03-plumb-humanities 160 14 word word NN 03-plumb-humanities 160 15 vector vector NN 03-plumb-humanities 160 16 algorithms algorithm NNS 03-plumb-humanities 160 17 to to TO 03-plumb-humanities 160 18 track track VB 03-plumb-humanities 160 19 semantic semantic JJ 03-plumb-humanities 160 20 complexities complexity NNS 03-plumb-humanities 160 21 , , , 03-plumb-humanities 160 22 and and CC 03-plumb-humanities 160 23 humanities humanitie VBZ 03-plumb-humanities 160 24 researchers researcher NNS 03-plumb-humanities 160 25 need need VBP 03-plumb-humanities 160 26 an an DT 03-plumb-humanities 160 27 awareness awareness NN 03-plumb-humanities 160 28 of of IN 03-plumb-humanities 160 29 the the DT 03-plumb-humanities 160 30 technical technical JJ 03-plumb-humanities 160 31 innovations innovation NNS 03-plumb-humanities 160 32 across across IN 03-plumb-humanities 160 33 a a DT 03-plumb-humanities 160 34 range range NN 03-plumb-humanities 160 35 of of IN 03-plumb-humanities 160 36 these these DT 03-plumb-humanities 160 37 disciplines discipline NNS 03-plumb-humanities 160 38 because because IN 03-plumb-humanities 160 39 they -PRON- PRP 03-plumb-humanities 160 40 are be VBP 03-plumb-humanities 160 41 in in IN 03-plumb-humanities 160 42 a a DT 03-plumb-humanities 160 43 position position NN 03-plumb-humanities 160 44 to to TO 03-plumb-humanities 160 45 bring bring VB 03-plumb-humanities 160 46 im- im- JJ 03-plumb-humanities 160 47 portant portant JJ 03-plumb-humanities 160 48 domain domain NN 03-plumb-humanities 160 49 knowledge knowledge NN 03-plumb-humanities 160 50 to to IN 03-plumb-humanities 160 51 these these DT 03-plumb-humanities 160 52 efforts effort NNS 03-plumb-humanities 160 53 . . . 03-plumb-humanities 161 1 Ideally ideally RB 03-plumb-humanities 161 2 , , , 03-plumb-humanities 161 3 the the DT 03-plumb-humanities 161 4 questions question NNS 03-plumb-humanities 161 5 that that WDT 03-plumb-humanities 161 6 unite unite VBP 03-plumb-humanities 161 7 these these DT 03-plumb-humanities 161 8 disciplinary disciplinary JJ 03-plumb-humanities 161 9 ef- ef- NN 03-plumb-humanities 161 10 forts fort NNS 03-plumb-humanities 161 11 might may MD 03-plumb-humanities 161 12 be be VB 03-plumb-humanities 161 13 : : : 03-plumb-humanities 161 14 how how WRB 03-plumb-humanities 161 15 do do VBP 03-plumb-humanities 161 16 we -PRON- PRP 03-plumb-humanities 161 17 make make VB 03-plumb-humanities 161 18 word word NN 03-plumb-humanities 161 19 contexts contexts JJ 03-plumb-humanities 161 20 and and CC 03-plumb-humanities 161 21 distributional distributional JJ 03-plumb-humanities 161 22 semantics semantic NNS 03-plumb-humanities 161 23 more more RBR 03-plumb-humanities 161 24 useful useful JJ 03-plumb-humanities 161 25 for for IN 03-plumb-humanities 161 26 both both DT 03-plumb-humanities 161 27 historians historian NNS 03-plumb-humanities 161 28 , , , 03-plumb-humanities 161 29 who who WP 03-plumb-humanities 161 30 need need VBP 03-plumb-humanities 161 31 reproducible reproducible NN 03-plumb-humanities 161 32 results result NNS 03-plumb-humanities 161 33 that that WDT 03-plumb-humanities 161 34 lead lead VBP 03-plumb-humanities 161 35 to to IN 03-plumb-humanities 161 36 new new JJ 03-plumb-humanities 161 37 interpretation interpretation NN 03-plumb-humanities 161 38 , , , 03-plumb-humanities 161 39 and and CC 03-plumb-humanities 161 40 technologists technologist NNS 03-plumb-humanities 161 41 , , , 03-plumb-humanities 161 42 who who WP 03-plumb-humanities 161 43 need need VBP 03-plumb-humanities 161 44 historical historical JJ 03-plumb-humanities 161 45 interpretation interpretation NN 03-plumb-humanities 161 46 to to TO 03-plumb-humanities 161 47 play play VB 03-plumb-humanities 161 48 a a DT 03-plumb-humanities 161 49 larger large JJR 03-plumb-humanities 161 50 role role NN 03-plumb-humanities 161 51 in in IN 03-plumb-humanities 161 52 language language NN 03-plumb-humanities 161 53 generalization generalization NN 03-plumb-humanities 161 54 ? ? . 03-plumb-humanities 162 1 Modeling model VBG 03-plumb-humanities 162 2 language language NN 03-plumb-humanities 162 3 histories history NNS 03-plumb-humanities 162 4 depends depend VBZ 03-plumb-humanities 162 5 on on IN 03-plumb-humanities 162 6 how how WRB 03-plumb-humanities 162 7 deeply deeply RB 03-plumb-humanities 162 8 humanists humanist NNS 03-plumb-humanities 162 9 can can MD 03-plumb-humanities 162 10 understand understand VB 03-plumb-humanities 162 11 word word NN 03-plumb-humanities 162 12 embedding embedding NN 03-plumb-humanities 162 13 models model NNS 03-plumb-humanities 162 14 , , , 03-plumb-humanities 162 15 so so IN 03-plumb-humanities 162 16 that that IN 03-plumb-humanities 162 17 they -PRON- PRP 03-plumb-humanities 162 18 can can MD 03-plumb-humanities 162 19 augment augment VB 03-plumb-humanities 162 20 their -PRON- PRP$ 03-plumb-humanities 162 21 inherent inherent JJ 03-plumb-humanities 162 22 shortcomings shortcoming NNS 03-plumb-humanities 162 23 . . . 03-plumb-humanities 163 1 Cross cross JJ 03-plumb-humanities 163 2 - - JJ 03-plumb-humanities 163 3 disciplinary disciplinary JJ 03-plumb-humanities 163 4 collaborations collaboration NNS 03-plumb-humanities 163 5 help help VBP 03-plumb-humanities 163 6 scholars scholar NNS 03-plumb-humanities 163 7 return return VB 03-plumb-humanities 163 8 to to IN 03-plumb-humanities 163 9 fundamental fundamental JJ 03-plumb-humanities 163 10 issues issue NNS 03-plumb-humanities 163 11 that that WDT 03-plumb-humanities 163 12 arise arise VBP 03-plumb-humanities 163 13 when when WRB 03-plumb-humanities 163 14 we -PRON- PRP 03-plumb-humanities 163 15 treat treat VBP 03-plumb-humanities 163 16 words word NNS 03-plumb-humanities 163 17 as as IN 03-plumb-humanities 163 18 data datum NNS 03-plumb-humanities 163 19 , , , 03-plumb-humanities 163 20 and and CC 03-plumb-humanities 163 21 help help VB 03-plumb-humanities 163 22 bring bring VB 03-plumb-humanities 163 23 more more RBR 03-plumb-humanities 163 24 cohesive cohesive JJ 03-plumb-humanities 163 25 methodological methodological JJ 03-plumb-humanities 163 26 standards standard NNS 03-plumb-humanities 163 27 to to TO 03-plumb-humanities 163 28 language language VB 03-plumb-humanities 163 29 modeling modeling NN 03-plumb-humanities 163 30 . . . 03-plumb-humanities 164 1 New new JJ 03-plumb-humanities 164 2 directions direction NNS 03-plumb-humanities 164 3 in in IN 03-plumb-humanities 164 4 cross cross JJ 03-plumb-humanities 164 5 - - JJ 03-plumb-humanities 164 6 disciplinary disciplinary JJ 03-plumb-humanities 164 7 machine machine NN 03-plumb-humanities 164 8 learning learning NN 03-plumb-humanities 164 9 frameworks framework NNS 03-plumb-humanities 164 10 Literary Literary NNP 03-plumb-humanities 164 11 scholars scholar NNS 03-plumb-humanities 164 12 set set VBD 03-plumb-humanities 164 13 up up RP 03-plumb-humanities 164 14 computational computational JJ 03-plumb-humanities 164 15 inquiries inquiry NNS 03-plumb-humanities 164 16 with with IN 03-plumb-humanities 164 17 attention attention NN 03-plumb-humanities 164 18 to to IN 03-plumb-humanities 164 19 cultural cultural JJ 03-plumb-humanities 164 20 complexity complexity NN 03-plumb-humanities 164 21 , , , 03-plumb-humanities 164 22 and and CC 03-plumb-humanities 164 23 seek seek VB 03-plumb-humanities 164 24 out out RP 03-plumb-humanities 164 25 instances instance NNS 03-plumb-humanities 164 26 of of IN 03-plumb-humanities 164 27 language language NN 03-plumb-humanities 164 28 that that WDT 03-plumb-humanities 164 29 convey convey VBP 03-plumb-humanities 164 30 historical historical JJ 03-plumb-humanities 164 31 context context NN 03-plumb-humanities 164 32 . . . 03-plumb-humanities 165 1 So so CC 03-plumb-humanities 165 2 while while IN 03-plumb-humanities 165 3 they -PRON- PRP 03-plumb-humanities 165 4 are be VBP 03-plumb-humanities 165 5 n’t not RB 03-plumb-humanities 165 6 likely likely JJ 03-plumb-humanities 165 7 to to TO 03-plumb-humanities 165 8 lead lead VB 03-plumb-humanities 165 9 the the DT 03-plumb-humanities 165 10 charge charge NN 03-plumb-humanities 165 11 in in IN 03-plumb-humanities 165 12 correcting correct VBG 03-plumb-humanities 165 13 fundamental fundamental JJ 03-plumb-humanities 165 14 shortcomings shortcoming NNS 03-plumb-humanities 165 15 of of IN 03-plumb-humanities 165 16 language language NN 03-plumb-humanities 165 17 representation representation NN 03-plumb-humanities 165 18 algorithms algorithm NNS 03-plumb-humanities 165 19 , , , 03-plumb-humanities 165 20 they -PRON- PRP 03-plumb-humanities 165 21 can can MD 03-plumb-humanities 165 22 increasingly increasingly RB 03-plumb-humanities 165 23 impact impact VB 03-plumb-humanities 165 24 social social JJ 03-plumb-humanities 165 25 assessments assessment NNS 03-plumb-humanities 165 26 of of IN 03-plumb-humanities 165 27 those those DT 03-plumb-humanities 165 28 algorithms algorithm NNS 03-plumb-humanities 165 29 , , , 03-plumb-humanities 165 30 provide provide VB 03-plumb-humanities 165 31 methodologies methodology NNS 03-plumb-humanities 165 32 for for IN 03-plumb-humanities 165 33 those those DT 03-plumb-humanities 165 34 al- al- JJ 03-plumb-humanities 165 35 gorithms gorithms NNP 03-plumb-humanities 165 36 to to TO 03-plumb-humanities 165 37 locate locate VB 03-plumb-humanities 165 38 anomalies anomaly NNS 03-plumb-humanities 165 39 in in IN 03-plumb-humanities 165 40 language language NN 03-plumb-humanities 165 41 usage usage NN 03-plumb-humanities 165 42 , , , 03-plumb-humanities 165 43 and and CC 03-plumb-humanities 165 44 assess assess VBP 03-plumb-humanities 165 45 whether whether IN 03-plumb-humanities 165 46 those those DT 03-plumb-humanities 165 47 algorithms algorithm NNS 03-plumb-humanities 165 48 embody embody VBP 03-plumb-humanities 165 49 socially socially RB 03-plumb-humanities 165 50 just just RB 03-plumb-humanities 165 51 practices practice NNS 03-plumb-humanities 165 52 ( ( -LRB- 03-plumb-humanities 165 53 D’Ignazio D’Ignazio NNP 03-plumb-humanities 165 54 and and CC 03-plumb-humanities 165 55 Klein Klein NNP 03-plumb-humanities 165 56 2020 2020 CD 03-plumb-humanities 165 57 ) ) -RRB- 03-plumb-humanities 165 58 . . . 03-plumb-humanities 166 1 Some some DT 03-plumb-humanities 166 2 literary literary JJ 03-plumb-humanities 166 3 scholars scholar NNS 03-plumb-humanities 166 4 also also RB 03-plumb-humanities 166 5 critique critique VBP 03-plumb-humanities 166 6 the the DT 03-plumb-humanities 166 7 non- non- NNP 03-plumb-humanities 166 8 neutral neutral JJ 03-plumb-humanities 166 9 ideologies ideology NNS 03-plumb-humanities 166 10 that that WDT 03-plumb-humanities 166 11 are be VBP 03-plumb-humanities 166 12 in in IN 03-plumb-humanities 166 13 place place NN 03-plumb-humanities 166 14 in in IN 03-plumb-humanities 166 15 both both CC 03-plumb-humanities 166 16 computing computing NN 03-plumb-humanities 166 17 and and CC 03-plumb-humanities 166 18 the the DT 03-plumb-humanities 166 19 humanities humanity NNS 03-plumb-humanities 166 20 ( ( -LRB- 03-plumb-humanities 166 21 Rhody Rhody NNP 03-plumb-humanities 166 22 2017 2017 CD 03-plumb-humanities 166 23 , , , 03-plumb-humanities 166 24 660 660 CD 03-plumb-humanities 166 25 ) ) -RRB- 03-plumb-humanities 166 26 . . . 03-plumb-humanities 167 1 These these DT 03-plumb-humanities 167 2 efforts effort NNS 03-plumb-humanities 167 3 not not RB 03-plumb-humanities 167 4 only only RB 03-plumb-humanities 167 5 make make VBP 03-plumb-humanities 167 6 the the DT 03-plumb-humanities 167 7 field field NN 03-plumb-humanities 167 8 of of IN 03-plumb-humanities 167 9 literary literary JJ 03-plumb-humanities 167 10 studies study NNS 03-plumb-humanities 167 11 ( ( -LRB- 03-plumb-humanities 167 12 and and CC 03-plumb-humanities 167 13 its -PRON- PRP$ 03-plumb-humanities 167 14 history history NN 03-plumb-humanities 167 15 ) ) -RRB- 03-plumb-humanities 167 16 more more RBR 03-plumb-humanities 167 17 relevant relevant JJ 03-plumb-humanities 167 18 to to IN 03-plumb-humanities 167 19 a a DT 03-plumb-humanities 167 20 digitally digitally RB 03-plumb-humanities 167 21 and and CC 03-plumb-humanities 167 22 computationally computationally RB 03-plumb-humanities 167 23 - - HYPH 03-plumb-humanities 167 24 driven drive VBN 03-plumb-humanities 167 25 future future NN 03-plumb-humanities 167 26 , , , 03-plumb-humanities 167 27 but but CC 03-plumb-humanities 167 28 also also RB 03-plumb-humanities 167 29 help help VB 03-plumb-humanities 167 30 literary literary JJ 03-plumb-humanities 167 31 scholars scholar NNS 03-plumb-humanities 167 32 create create VB 03-plumb-humanities 167 33 meaningful meaningful JJ 03-plumb-humanities 167 34 intersections intersection NNS 03-plumb-humanities 167 35 between between IN 03-plumb-humanities 167 36 their -PRON- PRP$ 03-plumb-humanities 167 37 computational computational JJ 03-plumb-humanities 167 38 tools tool NNS 03-plumb-humanities 167 39 and and CC 03-plumb-humanities 167 40 theoretical theoretical JJ 03-plumb-humanities 167 41 training training NN 03-plumb-humanities 167 42 . . . 03-plumb-humanities 168 1 That that DT 03-plumb-humanities 168 2 training training NN 03-plumb-humanities 168 3 includes include VBZ 03-plumb-humanities 168 4 frameworks framework NNS 03-plumb-humanities 168 5 38 38 CD 03-plumb-humanities 168 6 Machine Machine NNP 03-plumb-humanities 168 7 Learning Learning NNP 03-plumb-humanities 168 8 , , , 03-plumb-humanities 168 9 Libraries Libraries NNPS 03-plumb-humanities 168 10 , , , 03-plumb-humanities 168 11 and and CC 03-plumb-humanities 168 12 Cross Cross NNP 03-plumb-humanities 168 13 - - NNP 03-plumb-humanities 168 14 Disciplinary Disciplinary NNP 03-plumb-humanities 168 15 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 168 16 3 3 CD 03-plumb-humanities 168 17 for for IN 03-plumb-humanities 168 18 reading reading NN 03-plumb-humanities 168 19 and and CC 03-plumb-humanities 168 20 analysis analysis NN 03-plumb-humanities 168 21 that that WDT 03-plumb-humanities 168 22 computers computer NNS 03-plumb-humanities 168 23 can can MD 03-plumb-humanities 168 24 not not RB 03-plumb-humanities 168 25 yet yet RB 03-plumb-humanities 168 26 perform perform VB 03-plumb-humanities 168 27 , , , 03-plumb-humanities 168 28 but but CC 03-plumb-humanities 168 29 should should MD 03-plumb-humanities 168 30 aspire aspire VB 03-plumb-humanities 168 31 to to TO 03-plumb-humanities 168 32 — — : 03-plumb-humanities 168 33 from from IN 03-plumb-humanities 168 34 close close JJ 03-plumb-humanities 168 35 reading reading NN 03-plumb-humanities 168 36 , , , 03-plumb-humanities 168 37 Semiotic Semiotic NNP 03-plumb-humanities 168 38 Criticism Criticism NNP 03-plumb-humanities 168 39 , , , 03-plumb-humanities 168 40 and and CC 03-plumb-humanities 168 41 Formalism formalism NN 03-plumb-humanities 168 42 to to IN 03-plumb-humanities 168 43 Post Post NNP 03-plumb-humanities 168 44 - - NN 03-plumb-humanities 168 45 structuralism structuralism NNP 03-plumb-humanities 168 46 , , , 03-plumb-humanities 168 47 Cultural Cultural NNP 03-plumb-humanities 168 48 Studies Studies NNPS 03-plumb-humanities 168 49 , , , 03-plumb-humanities 168 50 and and CC 03-plumb-humanities 168 51 Femi- femi- IN 03-plumb-humanities 168 52 nist nist NN 03-plumb-humanities 168 53 Theory Theory NNP 03-plumb-humanities 168 54 . . . 03-plumb-humanities 169 1 The the DT 03-plumb-humanities 169 2 varied varied JJ 03-plumb-humanities 169 3 systems system NNS 03-plumb-humanities 169 4 literary literary JJ 03-plumb-humanities 169 5 scholars scholar NNS 03-plumb-humanities 169 6 have have VBP 03-plumb-humanities 169 7 developed develop VBN 03-plumb-humanities 169 8 for for IN 03-plumb-humanities 169 9 thinking think VBG 03-plumb-humanities 169 10 about about IN 03-plumb-humanities 169 11 signs sign NNS 03-plumb-humanities 169 12 , , , 03-plumb-humanities 169 13 words word NNS 03-plumb-humanities 169 14 , , , 03-plumb-humanities 169 15 and and CC 03-plumb-humanities 169 16 symbols symbol NNS 03-plumb-humanities 169 17 should should MD 03-plumb-humanities 169 18 not not RB 03-plumb-humanities 169 19 be be VB 03-plumb-humanities 169 20 seen see VBN 03-plumb-humanities 169 21 as as IN 03-plumb-humanities 169 22 irreconcilable irreconcilable JJ 03-plumb-humanities 169 23 with with IN 03-plumb-humanities 169 24 computational computational JJ 03-plumb-humanities 169 25 tools tool NNS 03-plumb-humanities 169 26 for for IN 03-plumb-humanities 169 27 text text NN 03-plumb-humanities 169 28 analysis analysis NN 03-plumb-humanities 169 29 . . . 03-plumb-humanities 170 1 In- In- NNP 03-plumb-humanities 170 2 stead stead NN 03-plumb-humanities 170 3 , , , 03-plumb-humanities 170 4 they -PRON- PRP 03-plumb-humanities 170 5 should should MD 03-plumb-humanities 170 6 become become VB 03-plumb-humanities 170 7 the the DT 03-plumb-humanities 170 8 foundation foundation NN 03-plumb-humanities 170 9 for for IN 03-plumb-humanities 170 10 new new JJ 03-plumb-humanities 170 11 methodologies methodology NNS 03-plumb-humanities 170 12 that that WDT 03-plumb-humanities 170 13 tackle tackle VBP 03-plumb-humanities 170 14 the the DT 03-plumb-humanities 170 15 shortcomings shortcoming NNS 03-plumb-humanities 170 16 of of IN 03-plumb-humanities 170 17 machine machine NN 03-plumb-humanities 170 18 learning learn VBG 03-plumb-humanities 170 19 algorithms algorithm NNS 03-plumb-humanities 170 20 and and CC 03-plumb-humanities 170 21 project project NN 03-plumb-humanities 170 22 future future JJ 03-plumb-humanities 170 23 directions direction NNS 03-plumb-humanities 170 24 for for IN 03-plumb-humanities 170 25 text text NN 03-plumb-humanities 170 26 analysis analysis NN 03-plumb-humanities 170 27 . . . 03-plumb-humanities 171 1 Linguists linguist NNS 03-plumb-humanities 171 2 and and CC 03-plumb-humanities 171 3 scientists scientist NNS 03-plumb-humanities 171 4 interested interest VBN 03-plumb-humanities 171 5 in in IN 03-plumb-humanities 171 6 natural natural JJ 03-plumb-humanities 171 7 language language NN 03-plumb-humanities 171 8 processing processing NN 03-plumb-humanities 171 9 have have VBP 03-plumb-humanities 171 10 often often RB 03-plumb-humanities 171 11 looked look VBN 03-plumb-humanities 171 12 to to IN 03-plumb-humanities 171 13 the the DT 03-plumb-humanities 171 14 hu- hu- JJ 03-plumb-humanities 171 15 manities manitie NNS 03-plumb-humanities 171 16 for for IN 03-plumb-humanities 171 17 methods method NNS 03-plumb-humanities 171 18 that that WDT 03-plumb-humanities 171 19 assign assign VBP 03-plumb-humanities 171 20 rules rule NNS 03-plumb-humanities 171 21 to to IN 03-plumb-humanities 171 22 the the DT 03-plumb-humanities 171 23 production production NN 03-plumb-humanities 171 24 of of IN 03-plumb-humanities 171 25 meaning meaning NN 03-plumb-humanities 171 26 . . . 03-plumb-humanities 172 1 Such such JJ 03-plumb-humanities 172 2 methods method NNS 03-plumb-humanities 172 3 exist exist VBP 03-plumb-humanities 172 4 within within IN 03-plumb-humanities 172 5 the the DT 03-plumb-humanities 172 6 history history NN 03-plumb-humanities 172 7 of of IN 03-plumb-humanities 172 8 literary literary JJ 03-plumb-humanities 172 9 criticism criticism NN 03-plumb-humanities 172 10 , , , 03-plumb-humanities 172 11 some some DT 03-plumb-humanities 172 12 of of IN 03-plumb-humanities 172 13 which which WDT 03-plumb-humanities 172 14 are be VBP 03-plumb-humanities 172 15 being be VBG 03-plumb-humanities 172 16 newly newly RB 03-plumb-humanities 172 17 explored explore VBN 03-plumb-humanities 172 18 as as IN 03-plumb-humanities 172 19 concepts concept NNS 03-plumb-humanities 172 20 for for IN 03-plumb-humanities 172 21 language language NN 03-plumb-humanities 172 22 modeling modeling NN 03-plumb-humanities 172 23 algorithms algorithm NNS 03-plumb-humanities 172 24 . . . 03-plumb-humanities 173 1 For for IN 03-plumb-humanities 173 2 instance instance NN 03-plumb-humanities 173 3 , , , 03-plumb-humanities 173 4 data datum NNS 03-plumb-humanities 173 5 curation curation NN 03-plumb-humanities 173 6 takes take VBZ 03-plumb-humanities 173 7 inspiration inspiration NN 03-plumb-humanities 173 8 from from IN 03-plumb-humanities 173 9 cultural cultural JJ 03-plumb-humanities 173 10 studies study NNS 03-plumb-humanities 173 11 , , , 03-plumb-humanities 173 12 which which WDT 03-plumb-humanities 173 13 empowers empower VBZ 03-plumb-humanities 173 14 literary literary JJ 03-plumb-humanities 173 15 scholars scholar NNS 03-plumb-humanities 173 16 to to TO 03-plumb-humanities 173 17 correct correct VB 03-plumb-humanities 173 18 for for IN 03-plumb-humanities 173 19 bias bias NN 03-plumb-humanities 173 20 and and CC 03-plumb-humanities 173 21 underrepresentation underrepresentation NN 03-plumb-humanities 173 22 in in IN 03-plumb-humanities 173 23 literature literature NN 03-plumb-humanities 173 24 by by IN 03-plumb-humanities 173 25 expand- expand- NNP 03-plumb-humanities 173 26 ing ing NNP 03-plumb-humanities 173 27 the the DT 03-plumb-humanities 173 28 canon canon NN 03-plumb-humanities 173 29 . . . 03-plumb-humanities 174 1 Subsequent subsequent JJ 03-plumb-humanities 174 2 literary literary JJ 03-plumb-humanities 174 3 findings finding NNS 03-plumb-humanities 174 4 from from IN 03-plumb-humanities 174 5 that that DT 03-plumb-humanities 174 6 research research NN 03-plumb-humanities 174 7 need nee MD 03-plumb-humanities 174 8 not not RB 03-plumb-humanities 174 9 only only RB 03-plumb-humanities 174 10 be be VB 03-plumb-humanities 174 11 literary literary JJ 03-plumb-humanities 174 12 ones one NNS 03-plumb-humanities 174 13 : : : 03-plumb-humanities 174 14 they -PRON- PRP 03-plumb-humanities 174 15 have have VBP 03-plumb-humanities 174 16 the the DT 03-plumb-humanities 174 17 potential potential NN 03-plumb-humanities 174 18 to to TO 03-plumb-humanities 174 19 serve serve VB 03-plumb-humanities 174 20 as as IN 03-plumb-humanities 174 21 models model NNS 03-plumb-humanities 174 22 for for IN 03-plumb-humanities 174 23 best good JJS 03-plumb-humanities 174 24 practices practice NNS 03-plumb-humanities 174 25 for for IN 03-plumb-humanities 174 26 computational computational JJ 03-plumb-humanities 174 27 tools tool NNS 03-plumb-humanities 174 28 and and CC 03-plumb-humanities 174 29 datasets dataset NNS 03-plumb-humanities 174 30 more more RBR 03-plumb-humanities 174 31 broadly broadly RB 03-plumb-humanities 174 32 . . . 03-plumb-humanities 175 1 While while IN 03-plumb-humanities 175 2 the the DT 03-plumb-humanities 175 3 rift rift NN 03-plumb-humanities 175 4 between between IN 03-plumb-humanities 175 5 society society NN 03-plumb-humanities 175 6 ’s ’s POS 03-plumb-humanities 175 7 most most RBS 03-plumb-humanities 175 8 progressive progressive JJ 03-plumb-humanities 175 9 ideas idea NNS 03-plumb-humanities 175 10 and and CC 03-plumb-humanities 175 11 its -PRON- PRP$ 03-plumb-humanities 175 12 technological technological JJ 03-plumb-humanities 175 13 ad- ad- CC 03-plumb-humanities 175 14 vancement vancement NN 03-plumb-humanities 175 15 is be VBZ 03-plumb-humanities 175 16 not not RB 03-plumb-humanities 175 17 unique unique JJ 03-plumb-humanities 175 18 to to IN 03-plumb-humanities 175 19 the the DT 03-plumb-humanities 175 20 rise rise NN 03-plumb-humanities 175 21 of of IN 03-plumb-humanities 175 22 machine machine NN 03-plumb-humanities 175 23 learning learning NN 03-plumb-humanities 175 24 , , , 03-plumb-humanities 175 25 practical practical JJ 03-plumb-humanities 175 26 opportunities opportunity NNS 03-plumb-humanities 175 27 exist exist VBP 03-plumb-humanities 175 28 to to TO 03-plumb-humanities 175 29 repair repair VB 03-plumb-humanities 175 30 the the DT 03-plumb-humanities 175 31 rift rift NN 03-plumb-humanities 175 32 with with IN 03-plumb-humanities 175 33 a a DT 03-plumb-humanities 175 34 blend blend NN 03-plumb-humanities 175 35 of of IN 03-plumb-humanities 175 36 literary literary JJ 03-plumb-humanities 175 37 criticism criticism NN 03-plumb-humanities 175 38 and and CC 03-plumb-humanities 175 39 computational computational JJ 03-plumb-humanities 175 40 skills skill NNS 03-plumb-humanities 175 41 , , , 03-plumb-humanities 175 42 and and CC 03-plumb-humanities 175 43 there there EX 03-plumb-humanities 175 44 are be VBP 03-plumb-humanities 175 45 many many JJ 03-plumb-humanities 175 46 recent recent JJ 03-plumb-humanities 175 47 ex- ex- JJ 03-plumb-humanities 175 48 amples14 amples14 NNS 03-plumb-humanities 175 49 of of IN 03-plumb-humanities 175 50 the the DT 03-plumb-humanities 175 51 growing grow VBG 03-plumb-humanities 175 52 importance importance NN 03-plumb-humanities 175 53 of of IN 03-plumb-humanities 175 54 combining combine VBG 03-plumb-humanities 175 55 rich rich JJ 03-plumb-humanities 175 56 technical technical JJ 03-plumb-humanities 175 57 explanations explanation NNS 03-plumb-humanities 175 58 , , , 03-plumb-humanities 175 59 interdisciplinary interdisciplinary JJ 03-plumb-humanities 175 60 theories theory NNS 03-plumb-humanities 175 61 , , , 03-plumb-humanities 175 62 and and CC 03-plumb-humanities 175 63 original original JJ 03-plumb-humanities 175 64 computational computational JJ 03-plumb-humanities 175 65 work work NN 03-plumb-humanities 175 66 in in IN 03-plumb-humanities 175 67 corpus corpus NNP 03-plumb-humanities 175 68 linguistics linguistic NNS 03-plumb-humanities 175 69 and and CC 03-plumb-humanities 175 70 beyond beyond IN 03-plumb-humanities 175 71 . . . 03-plumb-humanities 176 1 A a DT 03-plumb-humanities 176 2 desire desire NN 03-plumb-humanities 176 3 to to TO 03-plumb-humanities 176 4 wield wield VB 03-plumb-humanities 176 5 social social JJ 03-plumb-humanities 176 6 and and CC 03-plumb-humanities 176 7 computational computational JJ 03-plumb-humanities 176 8 concerns concern NNS 03-plumb-humanities 176 9 simultaneously simultaneously RB 03-plumb-humanities 176 10 is be VBZ 03-plumb-humanities 176 11 evident evident JJ 03-plumb-humanities 176 12 also also RB 03-plumb-humanities 176 13 in in IN 03-plumb-humanities 176 14 recent recent JJ 03-plumb-humanities 176 15 work work NN 03-plumb-humanities 176 16 in in IN 03-plumb-humanities 176 17 Linguistics,15 Linguistics,15 NNP 03-plumb-humanities 176 18 Sociology,16 Sociology,16 NNP 03-plumb-humanities 176 19 and and CC 03-plumb-humanities 176 20 History.17 History.17 NNP 03-plumb-humanities 176 21 Studies Studies NNPS 03-plumb-humanities 176 22 in in IN 03-plumb-humanities 176 23 computational computational JJ 03-plumb-humanities 176 24 Sociology sociology NN 03-plumb-humanities 176 25 by by IN 03-plumb-humanities 176 26 Lauren Lauren NNP 03-plumb-humanities 176 27 Nelson Nelson NNP 03-plumb-humanities 176 28 , , , 03-plumb-humanities 176 29 Austin Austin NNP 03-plumb-humanities 176 30 C. C. NNP 03-plumb-humanities 176 31 Kozlowski Kozlowski NNP 03-plumb-humanities 176 32 , , , 03-plumb-humanities 176 33 Matt Matt NNP 03-plumb-humanities 176 34 Taddy Taddy NNP 03-plumb-humanities 176 35 , , , 03-plumb-humanities 176 36 James James NNP 03-plumb-humanities 176 37 A. A. NNP 03-plumb-humanities 176 38 Evans Evans NNP 03-plumb-humanities 176 39 , , , 03-plumb-humanities 176 40 Peter Peter NNP 03-plumb-humanities 176 41 McMahan McMahan NNP 03-plumb-humanities 176 42 , , , 03-plumb-humanities 176 43 and and CC 03-plumb-humanities 176 44 Kenneth Kenneth NNP 03-plumb-humanities 176 45 Benoit Benoit NNP 03-plumb-humanities 176 46 contain contain VBP 03-plumb-humanities 176 47 important important JJ 03-plumb-humanities 176 48 parallels parallel NNS 03-plumb-humanities 176 49 for for IN 03-plumb-humanities 176 50 machine machine NN 03-plumb-humanities 176 51 learning learning NN 03-plumb-humanities 176 52 - - HYPH 03-plumb-humanities 176 53 driven drive VBN 03-plumb-humanities 176 54 text text NN 03-plumb-humanities 176 55 analysis analysis NN 03-plumb-humanities 176 56 . . . 03-plumb-humanities 177 1 Nelson Nelson NNP 03-plumb-humanities 177 2 , , , 03-plumb-humanities 177 3 for for IN 03-plumb-humanities 177 4 instance instance NN 03-plumb-humanities 177 5 , , , 03-plumb-humanities 177 6 calls call VBZ 03-plumb-humanities 177 7 for for IN 03-plumb-humanities 177 8 a a DT 03-plumb-humanities 177 9 new new JJ 03-plumb-humanities 177 10 three three CD 03-plumb-humanities 177 11 - - HYPH 03-plumb-humanities 177 12 step step NN 03-plumb-humanities 177 13 methodology methodology NN 03-plumb-humanities 177 14 to to IN 03-plumb-humanities 177 15 com- com- NN 03-plumb-humanities 177 16 putational putational JJ 03-plumb-humanities 177 17 sociology sociology NN 03-plumb-humanities 177 18 , , , 03-plumb-humanities 177 19 one one CD 03-plumb-humanities 177 20 that that WDT 03-plumb-humanities 177 21 “ " `` 03-plumb-humanities 177 22 combines combine VBZ 03-plumb-humanities 177 23 expert expert JJ 03-plumb-humanities 177 24 human human JJ 03-plumb-humanities 177 25 knowledge knowledge NN 03-plumb-humanities 177 26 and and CC 03-plumb-humanities 177 27 hermeneutic hermeneutic JJ 03-plumb-humanities 177 28 skills skill NNS 03-plumb-humanities 177 29 with with IN 03-plumb-humanities 177 30 the the DT 03-plumb-humanities 177 31 processing processing NN 03-plumb-humanities 177 32 power power NN 03-plumb-humanities 177 33 and and CC 03-plumb-humanities 177 34 pattern pattern NN 03-plumb-humanities 177 35 recognition recognition NN 03-plumb-humanities 177 36 of of IN 03-plumb-humanities 177 37 computers computer NNS 03-plumb-humanities 177 38 , , , 03-plumb-humanities 177 39 producing produce VBG 03-plumb-humanities 177 40 a a DT 03-plumb-humanities 177 41 more more RBR 03-plumb-humanities 177 42 methodologically methodologically RB 03-plumb-humanities 177 43 rigorous rigorous JJ 03-plumb-humanities 177 44 but but CC 03-plumb-humanities 177 45 interpretive interpretive JJ 03-plumb-humanities 177 46 approach approach NN 03-plumb-humanities 177 47 to to IN 03-plumb-humanities 177 48 content content NN 03-plumb-humanities 177 49 analysis analysis NN 03-plumb-humanities 177 50 ” " '' 03-plumb-humanities 177 51 ( ( -LRB- 03-plumb-humanities 177 52 2020 2020 CD 03-plumb-humanities 177 53 , , , 03-plumb-humanities 177 54 1 1 CD 03-plumb-humanities 177 55 ) ) -RRB- 03-plumb-humanities 177 56 . . . 03-plumb-humanities 178 1 She -PRON- PRP 03-plumb-humanities 178 2 describes describe VBZ 03-plumb-humanities 178 3 a a DT 03-plumb-humanities 178 4 framework framework NN 03-plumb-humanities 178 5 that that WDT 03-plumb-humanities 178 6 can can MD 03-plumb-humanities 178 7 aid aid VB 03-plumb-humanities 178 8 in in IN 03-plumb-humanities 178 9 reproducibility reproducibility NN 03-plumb-humanities 178 10 , , , 03-plumb-humanities 178 11 which which WDT 03-plumb-humanities 178 12 was be VBD 03-plumb-humanities 178 13 noted note VBN 03-plumb-humanities 178 14 as as IN 03-plumb-humanities 178 15 a a DT 03-plumb-humanities 178 16 problem problem NN 03-plumb-humanities 178 17 by by IN 03-plumb-humanities 178 18 Da Da NNP 03-plumb-humanities 178 19 . . . 03-plumb-humanities 179 1 Kozlowski Kozlowski NNP 03-plumb-humanities 179 2 , , , 03-plumb-humanities 179 3 Taddy Taddy NNP 03-plumb-humanities 179 4 , , , 03-plumb-humanities 179 5 and and CC 03-plumb-humanities 179 6 Evans Evans NNP 03-plumb-humanities 179 7 , , , 03-plumb-humanities 179 8 who who WP 03-plumb-humanities 179 9 study study VBP 03-plumb-humanities 179 10 relationships relationship NNS 03-plumb-humanities 179 11 between between IN 03-plumb-humanities 179 12 attention attention NN 03-plumb-humanities 179 13 and and CC 03-plumb-humanities 179 14 knowledge knowledge NN 03-plumb-humanities 179 15 , , , 03-plumb-humanities 179 16 in in IN 03-plumb-humanities 179 17 a a DT 03-plumb-humanities 179 18 September September NNP 03-plumb-humanities 179 19 2019 2019 CD 03-plumb-humanities 179 20 paper paper NN 03-plumb-humanities 179 21 on on IN 03-plumb-humanities 179 22 the the DT 03-plumb-humanities 179 23 “ " `` 03-plumb-humanities 179 24 geometry geometry NN 03-plumb-humanities 179 25 of of IN 03-plumb-humanities 179 26 culture culture NN 03-plumb-humanities 179 27 ” " '' 03-plumb-humanities 179 28 use use VB 03-plumb-humanities 179 29 a a DT 03-plumb-humanities 179 30 vector vector NN 03-plumb-humanities 179 31 space space NN 03-plumb-humanities 179 32 model model NN 03-plumb-humanities 179 33 to to TO 03-plumb-humanities 179 34 analyze analyze VB 03-plumb-humanities 179 35 a a DT 03-plumb-humanities 179 36 century century NN 03-plumb-humanities 179 37 of of IN 03-plumb-humanities 179 38 books book NNS 03-plumb-humanities 179 39 . . . 03-plumb-humanities 180 1 They -PRON- PRP 03-plumb-humanities 180 2 show show VBP 03-plumb-humanities 180 3 “ " `` 03-plumb-humanities 180 4 that that IN 03-plumb-humanities 180 5 the the DT 03-plumb-humanities 180 6 markers marker NNS 03-plumb-humanities 180 7 of of IN 03-plumb-humanities 180 8 class class NN 03-plumb-humanities 180 9 continuously continuously RB 03-plumb-humanities 180 10 shifted shift VBN 03-plumb-humanities 180 11 amidst amidst IN 03-plumb-humanities 180 12 the the DT 03-plumb-humanities 180 13 economic economic JJ 03-plumb-humanities 180 14 transformations transformation NNS 03-plumb-humanities 180 15 of of IN 03-plumb-humanities 180 16 the the DT 03-plumb-humanities 180 17 twentieth twentieth JJ 03-plumb-humanities 180 18 century century NN 03-plumb-humanities 180 19 , , , 03-plumb-humanities 180 20 yet yet CC 03-plumb-humanities 180 21 the the DT 03-plumb-humanities 180 22 basic basic JJ 03-plumb-humanities 180 23 cultural cultural JJ 03-plumb-humanities 180 24 dimensions dimension NNS 03-plumb-humanities 180 25 of of IN 03-plumb-humanities 180 26 class class NN 03-plumb-humanities 180 27 remained remain VBD 03-plumb-humanities 180 28 remarkably remarkably RB 03-plumb-humanities 180 29 stable stable JJ 03-plumb-humanities 180 30 . . . 03-plumb-humanities 181 1 The the DT 03-plumb-humanities 181 2 notable notable JJ 03-plumb-humanities 181 3 ex- ex- JJ 03-plumb-humanities 181 4 ception ception NN 03-plumb-humanities 181 5 is be VBZ 03-plumb-humanities 181 6 education education NN 03-plumb-humanities 181 7 , , , 03-plumb-humanities 181 8 which which WDT 03-plumb-humanities 181 9 became become VBD 03-plumb-humanities 181 10 tightly tightly RB 03-plumb-humanities 181 11 linked link VBN 03-plumb-humanities 181 12 to to IN 03-plumb-humanities 181 13 affluence affluence VB 03-plumb-humanities 181 14 independent independent JJ 03-plumb-humanities 181 15 of of IN 03-plumb-humanities 181 16 its -PRON- PRP$ 03-plumb-humanities 181 17 association association NN 03-plumb-humanities 181 18 with with IN 03-plumb-humanities 181 19 cultivated cultivate VBN 03-plumb-humanities 181 20 taste taste NN 03-plumb-humanities 181 21 ” " '' 03-plumb-humanities 181 22 ( ( -LRB- 03-plumb-humanities 181 23 1 1 CD 03-plumb-humanities 181 24 ) ) -RRB- 03-plumb-humanities 181 25 . . . 03-plumb-humanities 182 1 This this DT 03-plumb-humanities 182 2 implies imply VBZ 03-plumb-humanities 182 3 that that IN 03-plumb-humanities 182 4 disciplinary disciplinary JJ 03-plumb-humanities 182 5 expertise expertise NN 03-plumb-humanities 182 6 can can MD 03-plumb-humanities 182 7 be be VB 03-plumb-humanities 182 8 used use VBN 03-plumb-humanities 182 9 to to TO 03-plumb-humanities 182 10 isolate isolate VB 03-plumb-humanities 182 11 sub sub NN 03-plumb-humanities 182 12 - - NN 03-plumb-humanities 182 13 corpora corpora NN 03-plumb-humanities 182 14 for for IN 03-plumb-humanities 182 15 use use NN 03-plumb-humanities 182 16 in in IN 03-plumb-humanities 182 17 secondary secondary JJ 03-plumb-humanities 182 18 word word NN 03-plumb-humanities 182 19 embedding embed VBG 03-plumb-humanities 182 20 research research NN 03-plumb-humanities 182 21 problems problem NNS 03-plumb-humanities 182 22 . . . 03-plumb-humanities 183 1 Resulting result VBG 03-plumb-humanities 183 2 word word NN 03-plumb-humanities 183 3 similarity similarity NN 03-plumb-humanities 183 4 findings finding NNS 03-plumb-humanities 183 5 could could MD 03-plumb-humanities 183 6 aid aid VB 03-plumb-humanities 183 7 in in IN 03-plumb-humanities 183 8 both both DT 03-plumb-humanities 183 9 validating validate VBG 03-plumb-humanities 183 10 the the DT 03-plumb-humanities 183 11 initial initial JJ 03-plumb-humanities 183 12 research research NN 03-plumb-humanities 183 13 finding finding NN 03-plumb-humanities 183 14 and and CC 03-plumb-humanities 183 15 defining define VBG 03-plumb-humanities 183 16 domain domain NN 03-plumb-humanities 183 17 - - HYPH 03-plumb-humanities 183 18 specific specific JJ 03-plumb-humanities 183 19 datasets dataset NNS 03-plumb-humanities 183 20 that that WDT 03-plumb-humanities 183 21 are be VBP 03-plumb-humanities 183 22 reusable reusable JJ 03-plumb-humanities 183 23 for for IN 03-plumb-humanities 183 24 future future JJ 03-plumb-humanities 183 25 research research NN 03-plumb-humanities 183 26 . . . 03-plumb-humanities 184 1 The the DT 03-plumb-humanities 184 2 idea idea NN 03-plumb-humanities 184 3 of of IN 03-plumb-humanities 184 4 using use VBG 03-plumb-humanities 184 5 humanities humanity NNS 03-plumb-humanities 184 6 methodologies methodology NNS 03-plumb-humanities 184 7 to to TO 03-plumb-humanities 184 8 inform inform VB 03-plumb-humanities 184 9 model model NN 03-plumb-humanities 184 10 architectures architecture NNS 03-plumb-humanities 184 11 for for IN 03-plumb-humanities 184 12 machine machine NN 03-plumb-humanities 184 13 learn- learn- NNP 03-plumb-humanities 184 14 14See 14see CD 03-plumb-humanities 184 15 Whitt Whitt NNP 03-plumb-humanities 184 16 2018 2018 CD 03-plumb-humanities 184 17 for for IN 03-plumb-humanities 184 18 a a DT 03-plumb-humanities 184 19 state state NN 03-plumb-humanities 184 20 - - HYPH 03-plumb-humanities 184 21 of of IN 03-plumb-humanities 184 22 - - HYPH 03-plumb-humanities 184 23 the the DT 03-plumb-humanities 184 24 - - HYPH 03-plumb-humanities 184 25 art art NN 03-plumb-humanities 184 26 overview overview NN 03-plumb-humanities 184 27 of of IN 03-plumb-humanities 184 28 the the DT 03-plumb-humanities 184 29 intersecting intersect VBG 03-plumb-humanities 184 30 fields field NNS 03-plumb-humanities 184 31 of of IN 03-plumb-humanities 184 32 corpus corpus NNP 03-plumb-humanities 184 33 linguistics linguistic NNS 03-plumb-humanities 184 34 , , , 03-plumb-humanities 184 35 historical historical JJ 03-plumb-humanities 184 36 linguistics linguistic NNS 03-plumb-humanities 184 37 , , , 03-plumb-humanities 184 38 and and CC 03-plumb-humanities 184 39 genre genre NN 03-plumb-humanities 184 40 - - HYPH 03-plumb-humanities 184 41 based base VBN 03-plumb-humanities 184 42 studies study NNS 03-plumb-humanities 184 43 of of IN 03-plumb-humanities 184 44 language language NN 03-plumb-humanities 184 45 usage usage NN 03-plumb-humanities 184 46 . . . 03-plumb-humanities 185 1 15A 15a CD 03-plumb-humanities 185 2 special special JJ 03-plumb-humanities 185 3 issue issue NN 03-plumb-humanities 185 4 in in IN 03-plumb-humanities 185 5 the the DT 03-plumb-humanities 185 6 journal journal NN 03-plumb-humanities 185 7 Language Language NNP 03-plumb-humanities 185 8 from from IN 03-plumb-humanities 185 9 the the DT 03-plumb-humanities 185 10 Linguistic Linguistic NNP 03-plumb-humanities 185 11 Society Society NNP 03-plumb-humanities 185 12 of of IN 03-plumb-humanities 185 13 America America NNP 03-plumb-humanities 185 14 published publish VBD 03-plumb-humanities 185 15 responses response NNS 03-plumb-humanities 185 16 to to IN 03-plumb-humanities 185 17 a a DT 03-plumb-humanities 185 18 call call NN 03-plumb-humanities 185 19 to to TO 03-plumb-humanities 185 20 reconcile reconcile VB 03-plumb-humanities 185 21 the the DT 03-plumb-humanities 185 22 unproductive unproductive JJ 03-plumb-humanities 185 23 rift rift NN 03-plumb-humanities 185 24 between between IN 03-plumb-humanities 185 25 generative generative JJ 03-plumb-humanities 185 26 linguistics linguistic NNS 03-plumb-humanities 185 27 and and CC 03-plumb-humanities 185 28 neural neural JJ 03-plumb-humanities 185 29 network network NN 03-plumb-humanities 185 30 models model NNS 03-plumb-humanities 185 31 . . . 03-plumb-humanities 186 1 Christopher Christopher NNP 03-plumb-humanities 186 2 Potts Potts NNP 03-plumb-humanities 186 3 ’s ’s POS 03-plumb-humanities 186 4 response response NN 03-plumb-humanities 186 5 ( ( -LRB- 03-plumb-humanities 186 6 2019 2019 CD 03-plumb-humanities 186 7 ) ) -RRB- 03-plumb-humanities 186 8 advocates advocate VBZ 03-plumb-humanities 186 9 an an DT 03-plumb-humanities 186 10 imperative imperative JJ 03-plumb-humanities 186 11 integration integration NN 03-plumb-humanities 186 12 between between IN 03-plumb-humanities 186 13 deep deep JJ 03-plumb-humanities 186 14 learning learning NN 03-plumb-humanities 186 15 and and CC 03-plumb-humanities 186 16 traditional traditional JJ 03-plumb-humanities 186 17 linguistic linguistic JJ 03-plumb-humanities 186 18 semantics semantic NNS 03-plumb-humanities 186 19 . . . 03-plumb-humanities 187 1 16Sociologist 16sociologist DT 03-plumb-humanities 187 2 Laura Laura NNP 03-plumb-humanities 187 3 K. K. NNP 03-plumb-humanities 187 4 Nelson Nelson NNP 03-plumb-humanities 187 5 ( ( -LRB- 03-plumb-humanities 187 6 2020 2020 CD 03-plumb-humanities 187 7 ) ) -RRB- 03-plumb-humanities 187 8 calls call VBZ 03-plumb-humanities 187 9 for for IN 03-plumb-humanities 187 10 a a DT 03-plumb-humanities 187 11 three three CD 03-plumb-humanities 187 12 - - HYPH 03-plumb-humanities 187 13 step step NN 03-plumb-humanities 187 14 methodological methodological JJ 03-plumb-humanities 187 15 framework framework NN 03-plumb-humanities 187 16 called call VBD 03-plumb-humanities 187 17 computational computational JJ 03-plumb-humanities 187 18 grounded ground VBN 03-plumb-humanities 187 19 theory theory NN 03-plumb-humanities 187 20 . . . 03-plumb-humanities 188 1 17Another 17another CD 03-plumb-humanities 188 2 special special JJ 03-plumb-humanities 188 3 issue issue NN 03-plumb-humanities 188 4 , , , 03-plumb-humanities 188 5 this this DT 03-plumb-humanities 188 6 one one NN 03-plumb-humanities 188 7 from from IN 03-plumb-humanities 188 8 Isis Isis NNP 03-plumb-humanities 188 9 , , , 03-plumb-humanities 188 10 a a DT 03-plumb-humanities 188 11 journal journal NN 03-plumb-humanities 188 12 from from IN 03-plumb-humanities 188 13 the the DT 03-plumb-humanities 188 14 History History NNP 03-plumb-humanities 188 15 of of IN 03-plumb-humanities 188 16 Science Science NNP 03-plumb-humanities 188 17 Society Society NNP 03-plumb-humanities 188 18 , , , 03-plumb-humanities 188 19 suggests suggest VBZ 03-plumb-humanities 188 20 that that IN 03-plumb-humanities 188 21 “ " `` 03-plumb-humanities 188 22 the the DT 03-plumb-humanities 188 23 history history NN 03-plumb-humanities 188 24 of of IN 03-plumb-humanities 188 25 knowledge knowledge NN 03-plumb-humanities 188 26 can can MD 03-plumb-humanities 188 27 act act VB 03-plumb-humanities 188 28 as as IN 03-plumb-humanities 188 29 a a DT 03-plumb-humanities 188 30 bridge bridge NN 03-plumb-humanities 188 31 between between IN 03-plumb-humanities 188 32 the the DT 03-plumb-humanities 188 33 world world NN 03-plumb-humanities 188 34 of of IN 03-plumb-humanities 188 35 the the DT 03-plumb-humanities 188 36 humanities humanity NNS 03-plumb-humanities 188 37 , , , 03-plumb-humanities 188 38 with with IN 03-plumb-humanities 188 39 its -PRON- PRP$ 03-plumb-humanities 188 40 tradition tradition NN 03-plumb-humanities 188 41 of of IN 03-plumb-humanities 188 42 close close JJ 03-plumb-humanities 188 43 reading reading NN 03-plumb-humanities 188 44 and and CC 03-plumb-humanities 188 45 detailed detailed JJ 03-plumb-humanities 188 46 understanding understanding NN 03-plumb-humanities 188 47 of of IN 03-plumb-humanities 188 48 individual individual JJ 03-plumb-humanities 188 49 cases case NNS 03-plumb-humanities 188 50 , , , 03-plumb-humanities 188 51 and and CC 03-plumb-humanities 188 52 the the DT 03-plumb-humanities 188 53 world world NN 03-plumb-humanities 188 54 of of IN 03-plumb-humanities 188 55 big big JJ 03-plumb-humanities 188 56 data datum NNS 03-plumb-humanities 188 57 and and CC 03-plumb-humanities 188 58 computational computational JJ 03-plumb-humanities 188 59 analysis analysis NN 03-plumb-humanities 188 60 ” " '' 03-plumb-humanities 188 61 ( ( -LRB- 03-plumb-humanities 188 62 Laubichler Laubichler NNP 03-plumb-humanities 188 63 , , , 03-plumb-humanities 188 64 Maienschein Maienschein NNP 03-plumb-humanities 188 65 , , , 03-plumb-humanities 188 66 and and CC 03-plumb-humanities 188 67 Renn Renn NNP 03-plumb-humanities 188 68 2019 2019 CD 03-plumb-humanities 188 69 , , , 03-plumb-humanities 188 70 502 502 CD 03-plumb-humanities 188 71 ) ) -RRB- 03-plumb-humanities 188 72 . . . 03-plumb-humanities 189 1 Plumb Plumb NNP 03-plumb-humanities 189 2 39 39 CD 03-plumb-humanities 189 3 ing ing NN 03-plumb-humanities 189 4 is be VBZ 03-plumb-humanities 189 5 part part NN 03-plumb-humanities 189 6 of of IN 03-plumb-humanities 189 7 a a DT 03-plumb-humanities 189 8 wider wide JJR 03-plumb-humanities 189 9 history history NN 03-plumb-humanities 189 10 of of IN 03-plumb-humanities 189 11 computational computational JJ 03-plumb-humanities 189 12 scientists scientist NNS 03-plumb-humanities 189 13 drawing draw VBG 03-plumb-humanities 189 14 inspiration inspiration NN 03-plumb-humanities 189 15 from from IN 03-plumb-humanities 189 16 other other JJ 03-plumb-humanities 189 17 fields field NNS 03-plumb-humanities 189 18 to to TO 03-plumb-humanities 189 19 make make VB 03-plumb-humanities 189 20 AI AI NNP 03-plumb-humanities 189 21 systems system NNS 03-plumb-humanities 189 22 better well RBR 03-plumb-humanities 189 23 . . . 03-plumb-humanities 190 1 Designing design VBG 03-plumb-humanities 190 2 humanities humanity NNS 03-plumb-humanities 190 3 research research VBP 03-plumb-humanities 190 4 with with IN 03-plumb-humanities 190 5 novel novel JJ 03-plumb-humanities 190 6 word word NN 03-plumb-humanities 190 7 embedding embed VBG 03-plumb-humanities 190 8 mod- mod- NN 03-plumb-humanities 190 9 els els NNP 03-plumb-humanities 190 10 stands stand VBZ 03-plumb-humanities 190 11 to to TO 03-plumb-humanities 190 12 widen widen VB 03-plumb-humanities 190 13 the the DT 03-plumb-humanities 190 14 territory territory NN 03-plumb-humanities 190 15 where where WRB 03-plumb-humanities 190 16 machine machine NN 03-plumb-humanities 190 17 learning learning NN 03-plumb-humanities 190 18 engineers engineer NNS 03-plumb-humanities 190 19 look look VBP 03-plumb-humanities 190 20 for for IN 03-plumb-humanities 190 21 conceptual conceptual JJ 03-plumb-humanities 190 22 concepts concept NNS 03-plumb-humanities 190 23 to to TO 03-plumb-humanities 190 24 inspire inspire VB 03-plumb-humanities 190 25 strategies strategy NNS 03-plumb-humanities 190 26 for for IN 03-plumb-humanities 190 27 improving improve VBG 03-plumb-humanities 190 28 the the DT 03-plumb-humanities 190 29 performance performance NN 03-plumb-humanities 190 30 of of IN 03-plumb-humanities 190 31 artificial artificial JJ 03-plumb-humanities 190 32 language language NN 03-plumb-humanities 190 33 understanding understanding NN 03-plumb-humanities 190 34 . . . 03-plumb-humanities 191 1 Many many JJ 03-plumb-humanities 191 2 computer computer NN 03-plumb-humanities 191 3 scientists scientist NNS 03-plumb-humanities 191 4 are be VBP 03-plumb-humanities 191 5 investigating investigate VBG 03-plumb-humanities 191 6 the the DT 03-plumb-humanities 191 7 figurative figurative JJ 03-plumb-humanities 191 8 ( ( -LRB- 03-plumb-humanities 191 9 Gagliano Gagliano NNP 03-plumb-humanities 191 10 et et NNP 03-plumb-humanities 191 11 al al NNP 03-plumb-humanities 191 12 . . . 03-plumb-humanities 192 1 2019 2019 CD 03-plumb-humanities 192 2 ) ) -RRB- 03-plumb-humanities 192 3 and and CC 03-plumb-humanities 192 4 the the DT 03-plumb-humanities 192 5 metaphorical metaphorical JJ 03-plumb-humanities 192 6 ( ( -LRB- 03-plumb-humanities 192 7 Mao Mao NNP 03-plumb-humanities 192 8 et et NNP 03-plumb-humanities 192 9 al al NNP 03-plumb-humanities 192 10 . . . 03-plumb-humanities 193 1 2018 2018 LS 03-plumb-humanities 193 2 ) ) -RRB- 03-plumb-humanities 193 3 in in IN 03-plumb-humanities 193 4 language language NN 03-plumb-humanities 193 5 . . . 03-plumb-humanities 194 1 As as IN 03-plumb-humanities 194 2 machines machine NNS 03-plumb-humanities 194 3 get get VBP 03-plumb-humanities 194 4 better well JJR 03-plumb-humanities 194 5 at at IN 03-plumb-humanities 194 6 reading read VBG 03-plumb-humanities 194 7 and and CC 03-plumb-humanities 194 8 interpreting interpret VBG 03-plumb-humanities 194 9 texts text NNS 03-plumb-humanities 194 10 , , , 03-plumb-humanities 194 11 literary literary JJ 03-plumb-humanities 194 12 studies study NNS 03-plumb-humanities 194 13 and and CC 03-plumb-humanities 194 14 theories theory NNS 03-plumb-humanities 194 15 will will MD 03-plumb-humanities 194 16 become become VB 03-plumb-humanities 194 17 more more RBR 03-plumb-humanities 194 18 applicable applicable JJ 03-plumb-humanities 194 19 to to IN 03-plumb-humanities 194 20 how how WRB 03-plumb-humanities 194 21 those those DT 03-plumb-humanities 194 22 machines machine NNS 03-plumb-humanities 194 23 are be VBP 03-plumb-humanities 194 24 programmed program VBN 03-plumb-humanities 194 25 to to TO 03-plumb-humanities 194 26 look look VB 03-plumb-humanities 194 27 at at IN 03-plumb-humanities 194 28 multiple multiple JJ 03-plumb-humanities 194 29 layers layer NNS 03-plumb-humanities 194 30 and and CC 03-plumb-humanities 194 31 dimensions dimension NNS 03-plumb-humanities 194 32 of of IN 03-plumb-humanities 194 33 language language NN 03-plumb-humanities 194 34 . . . 03-plumb-humanities 195 1 Ted Ted NNP 03-plumb-humanities 195 2 Underwood Underwood NNP 03-plumb-humanities 195 3 , , , 03-plumb-humanities 195 4 Andrew Andrew NNP 03-plumb-humanities 195 5 Piper Piper NNP 03-plumb-humanities 195 6 , , , 03-plumb-humanities 195 7 Katherine Katherine NNP 03-plumb-humanities 195 8 Bode Bode NNP 03-plumb-humanities 195 9 , , , 03-plumb-humanities 195 10 James James NNP 03-plumb-humanities 195 11 Dobson Dobson NNP 03-plumb-humanities 195 12 , , , 03-plumb-humanities 195 13 and and CC 03-plumb-humanities 195 14 others other NNS 03-plumb-humanities 195 15 make make VBP 03-plumb-humanities 195 16 connections connection NNS 03-plumb-humanities 195 17 between between IN 03-plumb-humanities 195 18 computational computational JJ 03-plumb-humanities 195 19 literary literary JJ 03-plumb-humanities 195 20 research research NN 03-plumb-humanities 195 21 and and CC 03-plumb-humanities 195 22 social social JJ 03-plumb-humanities 195 23 dimensions dimension NNS 03-plumb-humanities 195 24 of of IN 03-plumb-humanities 195 25 the the DT 03-plumb-humanities 195 26 history history NN 03-plumb-humanities 195 27 of of IN 03-plumb-humanities 195 28 vector vector NN 03-plumb-humanities 195 29 space space NN 03-plumb-humanities 195 30 model model NN 03-plumb-humanities 195 31 research research NN 03-plumb-humanities 195 32 . . . 03-plumb-humanities 196 1 Since since IN 03-plumb-humanities 196 2 vector vector NN 03-plumb-humanities 196 3 models model NNS 03-plumb-humanities 196 4 are be VBP 03-plumb-humanities 196 5 based base VBN 03-plumb-humanities 196 6 on on IN 03-plumb-humanities 196 7 the the DT 03-plumb-humanities 196 8 1950s 1950s CD 03-plumb-humanities 196 9 linguistic linguistic JJ 03-plumb-humanities 196 10 notion notion NN 03-plumb-humanities 196 11 of of IN 03-plumb-humanities 196 12 similarity similarity NN 03-plumb-humanities 196 13 ( ( -LRB- 03-plumb-humanities 196 14 Firth Firth NNP 03-plumb-humanities 196 15 1957 1957 CD 03-plumb-humanities 196 16 ) ) -RRB- 03-plumb-humanities 196 17 , , , 03-plumb-humanities 196 18 researchers researcher NNS 03-plumb-humanities 196 19 working work VBG 03-plumb-humanities 196 20 to to TO 03-plumb-humanities 196 21 show show VB 03-plumb-humanities 196 22 superior superior JJ 03-plumb-humanities 196 23 algorith- algorith- NNP 03-plumb-humanities 196 24 mic mic NNP 03-plumb-humanities 196 25 performance performance NN 03-plumb-humanities 196 26 focus focus NN 03-plumb-humanities 196 27 on on IN 03-plumb-humanities 196 28 different different JJ 03-plumb-humanities 196 29 aspects aspect NNS 03-plumb-humanities 196 30 of of IN 03-plumb-humanities 196 31 why why WRB 03-plumb-humanities 196 32 similarity similarity NN 03-plumb-humanities 196 33 is be VBZ 03-plumb-humanities 196 34 important important JJ 03-plumb-humanities 196 35 than than IN 03-plumb-humanities 196 36 do do VBP 03-plumb-humanities 196 37 researchers researcher NNS 03-plumb-humanities 196 38 seeking seek VBG 03-plumb-humanities 196 39 cultural cultural JJ 03-plumb-humanities 196 40 insights insight NNS 03-plumb-humanities 196 41 within within IN 03-plumb-humanities 196 42 their -PRON- PRP$ 03-plumb-humanities 196 43 data datum NNS 03-plumb-humanities 196 44 . . . 03-plumb-humanities 197 1 But but CC 03-plumb-humanities 197 2 Underwood Underwood NNP 03-plumb-humanities 197 3 points point VBZ 03-plumb-humanities 197 4 out out RP 03-plumb-humanities 197 5 that that IN 03-plumb-humanities 197 6 a a DT 03-plumb-humanities 197 7 word word NN 03-plumb-humanities 197 8 vector vector NN 03-plumb-humanities 197 9 can can MD 03-plumb-humanities 197 10 also also RB 03-plumb-humanities 197 11 be be VB 03-plumb-humanities 197 12 seen see VBN 03-plumb-humanities 197 13 as as IN 03-plumb-humanities 197 14 a a DT 03-plumb-humanities 197 15 way way NN 03-plumb-humanities 197 16 to to TO 03-plumb-humanities 197 17 quantitatively quantitatively RB 03-plumb-humanities 197 18 account account VB 03-plumb-humanities 197 19 for for IN 03-plumb-humanities 197 20 more more JJR 03-plumb-humanities 197 21 aspects aspect NNS 03-plumb-humanities 197 22 of of IN 03-plumb-humanities 197 23 meaning meaning NN 03-plumb-humanities 197 24 ( ( -LRB- 03-plumb-humanities 197 25 2019 2019 CD 03-plumb-humanities 197 26 ) ) -RRB- 03-plumb-humanities 197 27 . . . 03-plumb-humanities 198 1 Already already RB 03-plumb-humanities 198 2 , , , 03-plumb-humanities 198 3 cross cross JJ 03-plumb-humanities 198 4 - - JJ 03-plumb-humanities 198 5 disciplinary disciplinary JJ 03-plumb-humanities 198 6 scholarship scholarship NN 03-plumb-humanities 198 7 draws draw VBZ 03-plumb-humanities 198 8 on on IN 03-plumb-humanities 198 9 computational computational JJ 03-plumb-humanities 198 10 linguistics,18 linguistics,18 NN 03-plumb-humanities 198 11 information information NN 03-plumb-humanities 198 12 science,19 science,19 NNS 03-plumb-humanities 198 13 and and CC 03-plumb-humanities 198 14 semantic semantic JJ 03-plumb-humanities 198 15 linguistics linguistic NNS 03-plumb-humanities 198 16 , , , 03-plumb-humanities 198 17 and and CC 03-plumb-humanities 198 18 the the DT 03-plumb-humanities 198 19 imperative imperative NN 03-plumb-humanities 198 20 to to TO 03-plumb-humanities 198 21 understand understand VB 03-plumb-humanities 198 22 concepts concept NNS 03-plumb-humanities 198 23 from from IN 03-plumb-humanities 198 24 all all DT 03-plumb-humanities 198 25 of of IN 03-plumb-humanities 198 26 these these DT 03-plumb-humanities 198 27 fields field NNS 03-plumb-humanities 198 28 is be VBZ 03-plumb-humanities 198 29 grow- grow- JJ 03-plumb-humanities 198 30 ing ing NNP 03-plumb-humanities 198 31 . . . 03-plumb-humanities 199 1 As as IN 03-plumb-humanities 199 2 better well JJR 03-plumb-humanities 199 3 methods method NNS 03-plumb-humanities 199 4 are be VBP 03-plumb-humanities 199 5 developed develop VBN 03-plumb-humanities 199 6 for for IN 03-plumb-humanities 199 7 using use VBG 03-plumb-humanities 199 8 word word NN 03-plumb-humanities 199 9 embeddings embedding NNS 03-plumb-humanities 199 10 to to TO 03-plumb-humanities 199 11 better well RBR 03-plumb-humanities 199 12 understand understand VB 03-plumb-humanities 199 13 texts text NNS 03-plumb-humanities 199 14 from from IN 03-plumb-humanities 199 15 different different JJ 03-plumb-humanities 199 16 domains domain NNS 03-plumb-humanities 199 17 and and CC 03-plumb-humanities 199 18 time time NN 03-plumb-humanities 199 19 periods period NNS 03-plumb-humanities 199 20 , , , 03-plumb-humanities 199 21 more more RBR 03-plumb-humanities 199 22 sophisticated sophisticated JJ 03-plumb-humanities 199 23 tools tool NNS 03-plumb-humanities 199 24 and and CC 03-plumb-humanities 199 25 paradigms paradigms NN 03-plumb-humanities 199 26 emerge emerge VBP 03-plumb-humanities 199 27 that that WDT 03-plumb-humanities 199 28 echo echo VBP 03-plumb-humanities 199 29 the the DT 03-plumb-humanities 199 30 complexity complexity NN 03-plumb-humanities 199 31 of of IN 03-plumb-humanities 199 32 traditional traditional JJ 03-plumb-humanities 199 33 literary literary JJ 03-plumb-humanities 199 34 and and CC 03-plumb-humanities 199 35 historical historical JJ 03-plumb-humanities 199 36 interpretation interpretation NN 03-plumb-humanities 199 37 . . . 03-plumb-humanities 200 1 Systematic systematic JJ 03-plumb-humanities 200 2 data data NN 03-plumb-humanities 200 3 curation curation NN 03-plumb-humanities 200 4 , , , 03-plumb-humanities 200 5 combined combine VBN 03-plumb-humanities 200 6 with with IN 03-plumb-humanities 200 7 word word NN 03-plumb-humanities 200 8 embedding embed VBG 03-plumb-humanities 200 9 algorithms algorithm NNS 03-plumb-humanities 200 10 , , , 03-plumb-humanities 200 11 represent represent VB 03-plumb-humanities 200 12 a a DT 03-plumb-humanities 200 13 new new JJ 03-plumb-humanities 200 14 inter- inter- NN 03-plumb-humanities 200 15 pretive pretive JJ 03-plumb-humanities 200 16 system system NN 03-plumb-humanities 200 17 for for IN 03-plumb-humanities 200 18 literary literary JJ 03-plumb-humanities 200 19 scholars scholar NNS 03-plumb-humanities 200 20 . . . 03-plumb-humanities 201 1 The the DT 03-plumb-humanities 201 2 potential potential NN 03-plumb-humanities 201 3 of of IN 03-plumb-humanities 201 4 machine machine NN 03-plumb-humanities 201 5 learning learning NN 03-plumb-humanities 201 6 methods method NNS 03-plumb-humanities 201 7 for for IN 03-plumb-humanities 201 8 text text NN 03-plumb-humanities 201 9 analysis analysis NN 03-plumb-humanities 201 10 goes go VBZ 03-plumb-humanities 201 11 beyond beyond IN 03-plumb-humanities 201 12 historical historical JJ 03-plumb-humanities 201 13 literary literary JJ 03-plumb-humanities 201 14 text text NN 03-plumb-humanities 201 15 analysis analysis NN 03-plumb-humanities 201 16 , , , 03-plumb-humanities 201 17 and and CC 03-plumb-humanities 201 18 the the DT 03-plumb-humanities 201 19 methods method NNS 03-plumb-humanities 201 20 for for IN 03-plumb-humanities 201 21 literary literary JJ 03-plumb-humanities 201 22 text text NN 03-plumb-humanities 201 23 analysis analysis NN 03-plumb-humanities 201 24 using use VBG 03-plumb-humanities 201 25 ma- ma- JJ 03-plumb-humanities 201 26 chine chine NN 03-plumb-humanities 201 27 learning learning NN 03-plumb-humanities 201 28 also also RB 03-plumb-humanities 201 29 go go VBP 03-plumb-humanities 201 30 beyond beyond IN 03-plumb-humanities 201 31 literature literature NN 03-plumb-humanities 201 32 departments department NNS 03-plumb-humanities 201 33 . . . 03-plumb-humanities 202 1 The the DT 03-plumb-humanities 202 2 corpora corpora NN 03-plumb-humanities 202 3 they -PRON- PRP 03-plumb-humanities 202 4 model model NN 03-plumb-humanities 202 5 and and CC 03-plumb-humanities 202 6 the the DT 03-plumb-humanities 202 7 way way NN 03-plumb-humanities 202 8 they -PRON- PRP 03-plumb-humanities 202 9 frame frame VBP 03-plumb-humanities 202 10 their -PRON- PRP$ 03-plumb-humanities 202 11 research research NN 03-plumb-humanities 202 12 questions question NNS 03-plumb-humanities 202 13 reframe reframe VBP 03-plumb-humanities 202 14 the the DT 03-plumb-humanities 202 15 potential potential NN 03-plumb-humanities 202 16 to to TO 03-plumb-humanities 202 17 use use VB 03-plumb-humanities 202 18 systems system NNS 03-plumb-humanities 202 19 like like IN 03-plumb-humanities 202 20 word word NN 03-plumb-humanities 202 21 vectors vector NNS 03-plumb-humanities 202 22 to to IN 03-plumb-humanities 202 23 under- under- JJ 03-plumb-humanities 202 24 stand stand VB 03-plumb-humanities 202 25 aspects aspect NNS 03-plumb-humanities 202 26 of of IN 03-plumb-humanities 202 27 historical historical JJ 03-plumb-humanities 202 28 language language NN 03-plumb-humanities 202 29 and and CC 03-plumb-humanities 202 30 could could MD 03-plumb-humanities 202 31 have have VB 03-plumb-humanities 202 32 broader broad JJR 03-plumb-humanities 202 33 ramifications ramification NNS 03-plumb-humanities 202 34 on on IN 03-plumb-humanities 202 35 how how WRB 03-plumb-humanities 202 36 other other JJ 03-plumb-humanities 202 37 applica- applica- JJ 03-plumb-humanities 202 38 tions tion NNS 03-plumb-humanities 202 39 model model NN 03-plumb-humanities 202 40 word word NN 03-plumb-humanities 202 41 meanings meaning NNS 03-plumb-humanities 202 42 . . . 03-plumb-humanities 203 1 Because because IN 03-plumb-humanities 203 2 such such JJ 03-plumb-humanities 203 3 literary literary JJ 03-plumb-humanities 203 4 research research NN 03-plumb-humanities 203 5 generates generate VBZ 03-plumb-humanities 203 6 novel novel JJ 03-plumb-humanities 203 7 frameworks framework NNS 03-plumb-humanities 203 8 for for IN 03-plumb-humanities 203 9 using use VBG 03-plumb-humanities 203 10 machine machine NN 03-plumb-humanities 203 11 learning learn VBG 03-plumb-humanities 203 12 to to TO 03-plumb-humanities 203 13 represent represent VB 03-plumb-humanities 203 14 language language NN 03-plumb-humanities 203 15 , , , 03-plumb-humanities 203 16 it -PRON- PRP 03-plumb-humanities 203 17 ’s ’ VBZ 03-plumb-humanities 203 18 imperative imperative JJ 03-plumb-humanities 203 19 to to TO 03-plumb-humanities 203 20 explore explore VB 03-plumb-humanities 203 21 the the DT 03-plumb-humanities 203 22 question question NN 03-plumb-humanities 203 23 : : : 03-plumb-humanities 203 24 Are be VBP 03-plumb-humanities 203 25 there there EX 03-plumb-humanities 203 26 ways way NNS 03-plumb-humanities 203 27 that that WDT 03-plumb-humanities 203 28 humanities humanitie VBZ 03-plumb-humanities 203 29 methodologies methodology NNS 03-plumb-humanities 203 30 and and CC 03-plumb-humanities 203 31 research research NN 03-plumb-humanities 203 32 goals goal NNS 03-plumb-humanities 203 33 can can MD 03-plumb-humanities 203 34 exert exert VB 03-plumb-humanities 203 35 greater great JJR 03-plumb-humanities 203 36 influence influence NN 03-plumb-humanities 203 37 in in IN 03-plumb-humanities 203 38 the the DT 03-plumb-humanities 203 39 computa- computa- NNP 03-plumb-humanities 203 40 tional tional NNP 03-plumb-humanities 203 41 sciences sciences NNPS 03-plumb-humanities 203 42 , , , 03-plumb-humanities 203 43 make make VB 03-plumb-humanities 203 44 the the DT 03-plumb-humanities 203 45 history history NN 03-plumb-humanities 203 46 of of IN 03-plumb-humanities 203 47 literary literary JJ 03-plumb-humanities 203 48 studies study NNS 03-plumb-humanities 203 49 more more RBR 03-plumb-humanities 203 50 relevant relevant JJ 03-plumb-humanities 203 51 in in IN 03-plumb-humanities 203 52 the the DT 03-plumb-humanities 203 53 evolution evolution NN 03-plumb-humanities 203 54 of of IN 03-plumb-humanities 203 55 machine machine NN 03-plumb-humanities 203 56 learning learning NN 03-plumb-humanities 203 57 techniques technique NNS 03-plumb-humanities 203 58 , , , 03-plumb-humanities 203 59 and and CC 03-plumb-humanities 203 60 better well RBR 03-plumb-humanities 203 61 serve serve VB 03-plumb-humanities 203 62 our -PRON- PRP$ 03-plumb-humanities 203 63 shared share VBN 03-plumb-humanities 203 64 social social JJ 03-plumb-humanities 203 65 values value NNS 03-plumb-humanities 203 66 ? ? . 03-plumb-humanities 204 1 References References NNPS 03-plumb-humanities 204 2 Algee Algee NNP 03-plumb-humanities 204 3 - - HYPH 03-plumb-humanities 204 4 Hewitt Hewitt NNP 03-plumb-humanities 204 5 , , , 03-plumb-humanities 204 6 Mark Mark NNP 03-plumb-humanities 204 7 . . . 03-plumb-humanities 205 1 2015 2015 CD 03-plumb-humanities 205 2 . . . 03-plumb-humanities 206 1 “ " `` 03-plumb-humanities 206 2 The the DT 03-plumb-humanities 206 3 Order order NN 03-plumb-humanities 206 4 of of IN 03-plumb-humanities 206 5 Poetry Poetry NNP 03-plumb-humanities 206 6 : : : 03-plumb-humanities 206 7 Information Information NNP 03-plumb-humanities 206 8 , , , 03-plumb-humanities 206 9 Aesthetics Aesthetics NNP 03-plumb-humanities 206 10 and and CC 03-plumb-humanities 206 11 Jakobson Jakobson NNP 03-plumb-humanities 206 12 ’s ’s POS 03-plumb-humanities 206 13 The- The- NNP 03-plumb-humanities 206 14 ory ory NN 03-plumb-humanities 206 15 of of IN 03-plumb-humanities 206 16 Literary Literary NNP 03-plumb-humanities 206 17 Communication Communication NNP 03-plumb-humanities 206 18 . . . 03-plumb-humanities 206 19 ” " '' 03-plumb-humanities 206 20 Presented present VBN 03-plumb-humanities 206 21 at at IN 03-plumb-humanities 206 22 the the DT 03-plumb-humanities 206 23 Russian Russian NNP 03-plumb-humanities 206 24 Formalism Formalism NNP 03-plumb-humanities 206 25 & & CC 03-plumb-humanities 206 26 the the DT 03-plumb-humanities 206 27 Digital Digital NNP 03-plumb-humanities 206 28 Hu- Hu- NNP 03-plumb-humanities 206 29 manities manitie VBZ 03-plumb-humanities 206 30 Conference Conference NNP 03-plumb-humanities 206 31 , , , 03-plumb-humanities 206 32 April April NNP 03-plumb-humanities 206 33 13 13 CD 03-plumb-humanities 206 34 , , , 03-plumb-humanities 206 35 Stanford Stanford NNP 03-plumb-humanities 206 36 University University NNP 03-plumb-humanities 206 37 , , , 03-plumb-humanities 206 38 Palo Palo NNP 03-plumb-humanities 206 39 Alto Alto NNP 03-plumb-humanities 206 40 , , , 03-plumb-humanities 206 41 CA CA NNP 03-plumb-humanities 206 42 . . . 03-plumb-humanities 207 1 ? ? . 03-plumb-humanities 207 2 iiTb iitb UH 03-plumb-humanities 207 3 , , , 03-plumb-humanities 207 4 ff ff NNP 03-plumb-humanities 207 5 / / , 03-plumb-humanities 207 6 B;Bi B;Bi NNP 03-plumb-humanities 207 7 � � JJ 03-plumb-humanities 207 8 H h NN 03-plumb-humanities 207 9 ? ? . 03-plumb-humanities 208 1 mK mk DT 03-plumb-humanities 208 2 � � NNP 03-plumb-humanities 208 3 MBiB2bXbi mbib2bxbi CD 03-plumb-humanities 208 4 � � NNP 03-plumb-humanities 208 5 M7Q`/X2 m7q`/x2 NN 03-plumb-humanities 208 6 / / , 03-plumb-humanities 208 7 mf`mbbB mf`mbbB NNP 03-plumb-humanities 208 8 � � NNP 03-plumb-humanities 208 9 M@7Q`K m@7q`k NN 03-plumb-humanities 208 10 � � NN 03-plumb-humanities 208 11 HBbK@/B;Bi hbbk@/b;bi NN 03-plumb-humanities 208 12 � � . 03-plumb-humanities 208 13 H@?mK h@?mk NN 03-plumb-humanities 208 14 � � . 03-plumb-humanities 208 15 MBiB2b MBiB2b NNP 03-plumb-humanities 208 16 . . . 03-plumb-humanities 209 1 Algee Algee NNP 03-plumb-humanities 209 2 - - HYPH 03-plumb-humanities 209 3 Hewitt Hewitt NNP 03-plumb-humanities 209 4 , , , 03-plumb-humanities 209 5 Mark Mark NNP 03-plumb-humanities 209 6 . . . 03-plumb-humanities 210 1 2019 2019 CD 03-plumb-humanities 210 2 . . . 03-plumb-humanities 211 1 “ " `` 03-plumb-humanities 211 2 Criticism criticism NN 03-plumb-humanities 211 3 , , , 03-plumb-humanities 211 4 Augmented Augmented NNP 03-plumb-humanities 211 5 . . . 03-plumb-humanities 211 6 ” " '' 03-plumb-humanities 211 7 In in IN 03-plumb-humanities 211 8 the the DT 03-plumb-humanities 211 9 Moment Moment NNP 03-plumb-humanities 211 10 ( ( -LRB- 03-plumb-humanities 211 11 blog blog NN 03-plumb-humanities 211 12 ) ) -RRB- 03-plumb-humanities 211 13 . . . 03-plumb-humanities 212 1 April April NNP 03-plumb-humanities 212 2 1 1 CD 03-plumb-humanities 212 3 , , , 03-plumb-humanities 212 4 2019 2019 CD 03-plumb-humanities 212 5 . . . 03-plumb-humanities 213 1 ? ? . 03-plumb-humanities 213 2 iiTb iitb UH 03-plumb-humanities 213 3 , , , 03-plumb-humanities 213 4 ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfy9fyRf+QKTmi ff+`bibm[xrq`/t`2bbx+qkfkyrnfy9fyrf+qktmi ADD 03-plumb-humanities 213 5 � � NNP 03-plumb-humanities 213 6 iBQM ibqm NN 03-plumb-humanities 213 7 � � NNP 03-plumb-humanities 213 8 H@HBi2` H@HBi2` NNP 03-plumb-humanities 213 9 � � NNP 03-plumb-humanities 213 10 `v@ `v@ NNP 03-plumb-humanities 213 11 bim bim NN 03-plumb-humanities 213 12 / / SYM 03-plumb-humanities 213 13 B2b@T b2b@t IN 03-plumb-humanities 213 14 � � NNP 03-plumb-humanities 213 15 `iB+BT `ib+bt NN 03-plumb-humanities 213 16 � � NNP 03-plumb-humanities 213 17 Mi@7Q`mK@`2bTQMb2bf Mi@7Q`mK@`2bTQMb2bf : 03-plumb-humanities 213 18 . . . 03-plumb-humanities 214 1 Allen Allen NNP 03-plumb-humanities 214 2 , , , 03-plumb-humanities 214 3 Carl Carl NNP 03-plumb-humanities 214 4 , , , 03-plumb-humanities 214 5 and and CC 03-plumb-humanities 214 6 Timothy Timothy NNP 03-plumb-humanities 214 7 Hospedales Hospedales NNP 03-plumb-humanities 214 8 . . . 03-plumb-humanities 215 1 2019 2019 CD 03-plumb-humanities 215 2 . . . 03-plumb-humanities 216 1 “ " `` 03-plumb-humanities 216 2 Analogies Analogies NNPS 03-plumb-humanities 216 3 Explained explain VBD 03-plumb-humanities 216 4 : : : 03-plumb-humanities 216 5 Towards towards IN 03-plumb-humanities 216 6 Understanding Understanding NNP 03-plumb-humanities 216 7 Word Word NNP 03-plumb-humanities 216 8 Embeddings embedding NNS 03-plumb-humanities 216 9 . . . 03-plumb-humanities 216 10 ” " '' 03-plumb-humanities 216 11 In in IN 03-plumb-humanities 216 12 International International NNP 03-plumb-humanities 216 13 Conference Conference NNP 03-plumb-humanities 216 14 on on IN 03-plumb-humanities 216 15 Machine Machine NNP 03-plumb-humanities 216 16 Learning Learning NNP 03-plumb-humanities 216 17 , , , 03-plumb-humanities 216 18 223–31 223–31 CD 03-plumb-humanities 216 19 . . . 03-plumb-humanities 217 1 PMLR PMLR NNP 03-plumb-humanities 217 2 . . . 03-plumb-humanities 218 1 ? ? . 03-plumb-humanities 218 2 iiT iiT VBN 03-plumb-humanities 218 3 , , , 03-plumb-humanities 218 4 ffT`Q+22 ffT`Q+22 NNP 03-plumb-humanities 218 5 / / SYM 03-plumb-humanities 218 6 BM;bXKH`XT`2bbfpNdf BM;bXKH`XT`2bbfpNdf NNS 03-plumb-humanities 218 7 � � NNP 03-plumb-humanities 218 8 HH2MRN HH2MRN NNP 03-plumb-humanities 218 9 � � NN 03-plumb-humanities 218 10 X?iKH x?ikh NN 03-plumb-humanities 218 11 . . . 03-plumb-humanities 219 1 18Linguistics 18linguistics CD 03-plumb-humanities 219 2 scholars scholar NNS 03-plumb-humanities 219 3 are be VBP 03-plumb-humanities 219 4 also also RB 03-plumb-humanities 219 5 adopting adopt VBG 03-plumb-humanities 219 6 computational computational JJ 03-plumb-humanities 219 7 models model NNS 03-plumb-humanities 219 8 to to TO 03-plumb-humanities 219 9 make make VB 03-plumb-humanities 219 10 progress progress NN 03-plumb-humanities 219 11 with with IN 03-plumb-humanities 219 12 theories theory NNS 03-plumb-humanities 219 13 related relate VBN 03-plumb-humanities 219 14 to to IN 03-plumb-humanities 219 15 semantic semantic JJ 03-plumb-humanities 219 16 sim- sim- NN 03-plumb-humanities 219 17 ilarity ilarity NN 03-plumb-humanities 219 18 . . . 03-plumb-humanities 220 1 For for IN 03-plumb-humanities 220 2 instance instance NN 03-plumb-humanities 220 3 , , , 03-plumb-humanities 220 4 see see VB 03-plumb-humanities 220 5 Potts Potts NNP 03-plumb-humanities 220 6 2019 2019 CD 03-plumb-humanities 220 7 . . . 03-plumb-humanities 221 1 19See 19see CD 03-plumb-humanities 221 2 Lin Lin NNP 03-plumb-humanities 221 3 1998 1998 CD 03-plumb-humanities 221 4 , , , 03-plumb-humanities 221 5 for for IN 03-plumb-humanities 221 6 example example NN 03-plumb-humanities 221 7 . . . 03-plumb-humanities 222 1 https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities XX 03-plumb-humanities 222 2 https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities XX 03-plumb-humanities 222 3 https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses/ https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses/ NNP 03-plumb-humanities 222 4 https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses/ https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses/ NNP 03-plumb-humanities 222 5 http://proceedings.mlr.press/v97/allen19a.html http://proceedings.mlr.press/v97/allen19a.html NNP 03-plumb-humanities 222 6 40 40 CD 03-plumb-humanities 222 7 Machine Machine NNP 03-plumb-humanities 222 8 Learning Learning NNP 03-plumb-humanities 222 9 , , , 03-plumb-humanities 222 10 Libraries Libraries NNPS 03-plumb-humanities 222 11 , , , 03-plumb-humanities 222 12 and and CC 03-plumb-humanities 222 13 Cross Cross NNP 03-plumb-humanities 222 14 - - NNP 03-plumb-humanities 222 15 Disciplinary Disciplinary NNP 03-plumb-humanities 222 16 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 222 17 3 3 CD 03-plumb-humanities 222 18 Argamon Argamon NNP 03-plumb-humanities 222 19 , , , 03-plumb-humanities 222 20 Shlomo Shlomo NNP 03-plumb-humanities 222 21 and and CC 03-plumb-humanities 222 22 Mark Mark NNP 03-plumb-humanities 222 23 Olsen Olsen NNP 03-plumb-humanities 222 24 . . . 03-plumb-humanities 223 1 2009 2009 CD 03-plumb-humanities 223 2 . . . 03-plumb-humanities 224 1 “ " `` 03-plumb-humanities 224 2 Words word NNS 03-plumb-humanities 224 3 , , , 03-plumb-humanities 224 4 Patterns Patterns NNPS 03-plumb-humanities 224 5 and and CC 03-plumb-humanities 224 6 Documents document NNS 03-plumb-humanities 224 7 : : : 03-plumb-humanities 224 8 Experiments experiment NNS 03-plumb-humanities 224 9 in in IN 03-plumb-humanities 224 10 Machine Machine NNP 03-plumb-humanities 224 11 Learning Learning NNP 03-plumb-humanities 224 12 and and CC 03-plumb-humanities 224 13 Text Text NNP 03-plumb-humanities 224 14 Analysis Analysis NNP 03-plumb-humanities 224 15 . . . 03-plumb-humanities 224 16 ” " '' 03-plumb-humanities 224 17 Digital Digital NNP 03-plumb-humanities 224 18 Humanities Humanities NNP 03-plumb-humanities 224 19 Quarterly Quarterly NNP 03-plumb-humanities 224 20 3 3 CD 03-plumb-humanities 224 21 ( ( -LRB- 03-plumb-humanities 224 22 2 2 CD 03-plumb-humanities 224 23 ) ) -RRB- 03-plumb-humanities 224 24 . . . 03-plumb-humanities 225 1 ? ? . 03-plumb-humanities 225 2 iiT iiT VBN 03-plumb-humanities 225 3 , , , 03-plumb-humanities 225 4 ffrrrX ffrrrX NNP 03-plumb-humanities 225 5 /B;Bi /B;Bi . 03-plumb-humanities 225 6 � � NNP 03-plumb-humanities 225 7 H?mK H?mK NNP 03-plumb-humanities 225 8 � � NNP 03-plumb-humanities 225 9 MBiB2bXQ`;f/?[fpQHfjfkfyyyy9Rfyyyy9RX?iKH MBiB2bXQ`;f/?[fpQHfjfkfyyyy9Rfyyyy9RX?iKH NNP 03-plumb-humanities 225 10 . . . 03-plumb-humanities 226 1 Bode Bode NNP 03-plumb-humanities 226 2 , , , 03-plumb-humanities 226 3 Katherine Katherine NNP 03-plumb-humanities 226 4 . . . 03-plumb-humanities 227 1 2020 2020 CD 03-plumb-humanities 227 2 . . . 03-plumb-humanities 228 1 “ " `` 03-plumb-humanities 228 2 Why why WRB 03-plumb-humanities 228 3 You -PRON- PRP 03-plumb-humanities 228 4 Ca can MD 03-plumb-humanities 228 5 n’t not RB 03-plumb-humanities 228 6 Model model VB 03-plumb-humanities 228 7 Away away RB 03-plumb-humanities 228 8 Bias Bias NNP 03-plumb-humanities 228 9 . . . 03-plumb-humanities 228 10 ” " '' 03-plumb-humanities 228 11 Modern Modern NNP 03-plumb-humanities 228 12 Language Language NNP 03-plumb-humanities 228 13 Quarterly Quarterly NNP 03-plumb-humanities 228 14 81 81 CD 03-plumb-humanities 228 15 ( ( -LRB- 03-plumb-humanities 228 16 1 1 CD 03-plumb-humanities 228 17 ) ) -RRB- 03-plumb-humanities 228 18 : : : 03-plumb-humanities 228 19 95–124 95–124 CD 03-plumb-humanities 228 20 . . . 03-plumb-humanities 229 1 ? ? . 03-plumb-humanities 229 2 iiTb iitb UH 03-plumb-humanities 229 3 , , , 03-plumb-humanities 229 4 ff ff FW 03-plumb-humanities 229 5 / / NFP 03-plumb-humanities 229 6 QBXQ`;fRyXRkR8fyykedNkN@dNjjRyk qbxq`;fryxrkr8fyykednkn@dnjjryk NN 03-plumb-humanities 229 7 . . . 03-plumb-humanities 230 1 Buurma Buurma NNP 03-plumb-humanities 230 2 , , , 03-plumb-humanities 230 3 Rachel Rachel NNP 03-plumb-humanities 230 4 Sagner Sagner NNP 03-plumb-humanities 230 5 , , , 03-plumb-humanities 230 6 and and CC 03-plumb-humanities 230 7 Laura Laura NNP 03-plumb-humanities 230 8 Heffernan Heffernan NNP 03-plumb-humanities 230 9 . . . 03-plumb-humanities 231 1 2018 2018 CD 03-plumb-humanities 231 2 . . . 03-plumb-humanities 232 1 “ " `` 03-plumb-humanities 232 2 Search Search NNP 03-plumb-humanities 232 3 and and CC 03-plumb-humanities 232 4 Replace replace NN 03-plumb-humanities 232 5 : : : 03-plumb-humanities 232 6 Josephine Josephine NNP 03-plumb-humanities 232 7 Miles Miles NNP 03-plumb-humanities 232 8 and and CC 03-plumb-humanities 232 9 the the DT 03-plumb-humanities 232 10 Origins Origins NNPS 03-plumb-humanities 232 11 of of IN 03-plumb-humanities 232 12 Distant Distant NNP 03-plumb-humanities 232 13 Reading reading NN 03-plumb-humanities 232 14 . . . 03-plumb-humanities 232 15 ” " '' 03-plumb-humanities 232 16 Modernism Modernism NNP 03-plumb-humanities 232 17 / / SYM 03-plumb-humanities 232 18 Modernity Modernity NNP 03-plumb-humanities 232 19 Print+ Print+ NNP 03-plumb-humanities 232 20 3 3 CD 03-plumb-humanities 232 21 , , , 03-plumb-humanities 232 22 Cycle cycle NN 03-plumb-humanities 232 23 1 1 CD 03-plumb-humanities 232 24 ( ( -LRB- 03-plumb-humanities 232 25 April April NNP 03-plumb-humanities 232 26 ) ) -RRB- 03-plumb-humanities 232 27 . . . 03-plumb-humanities 233 1 ? ? . 03-plumb-humanities 233 2 iiTb iitb UH 03-plumb-humanities 233 3 , , , 03-plumb-humanities 233 4 ffKQ/2`MBbKKQ/2`MBivXQ`;f7Q`mKbfTQbibfb2 ffkq/2`mbbkkq/2`mbivxq`;f7q`mkbftqbibfb2 CD 03-plumb-humanities 233 5 � � NNP 03-plumb-humanities 233 6 `+?@ `+?@ CD 03-plumb-humanities 233 7 � � NNP 03-plumb-humanities 233 8 M/@`2TH M/@`2TH NNP 03-plumb-humanities 233 9 � � NNP 03-plumb-humanities 233 10 +2 +2 NNP 03-plumb-humanities 233 11 . . . 03-plumb-humanities 234 1 Camacho Camacho NNP 03-plumb-humanities 234 2 - - HYPH 03-plumb-humanities 234 3 Collados Collados NNP 03-plumb-humanities 234 4 , , , 03-plumb-humanities 234 5 Jose Jose NNP 03-plumb-humanities 234 6 and and CC 03-plumb-humanities 234 7 Mohammad Mohammad NNP 03-plumb-humanities 234 8 Taher Taher NNP 03-plumb-humanities 234 9 Pilehvar Pilehvar NNP 03-plumb-humanities 234 10 . . . 03-plumb-humanities 235 1 2018 2018 CD 03-plumb-humanities 235 2 . . . 03-plumb-humanities 236 1 “ " `` 03-plumb-humanities 236 2 From from IN 03-plumb-humanities 236 3 Word Word NNP 03-plumb-humanities 236 4 To to IN 03-plumb-humanities 236 5 Sense Sense NNP 03-plumb-humanities 236 6 Embed- Embed- NNP 03-plumb-humanities 236 7 dings ding NNS 03-plumb-humanities 236 8 : : : 03-plumb-humanities 236 9 A a DT 03-plumb-humanities 236 10 Survey Survey NNP 03-plumb-humanities 236 11 on on IN 03-plumb-humanities 236 12 Vector Vector NNP 03-plumb-humanities 236 13 Representations Representations NNPS 03-plumb-humanities 236 14 of of IN 03-plumb-humanities 236 15 Meaning Meaning NNP 03-plumb-humanities 236 16 . . . 03-plumb-humanities 236 17 ” " '' 03-plumb-humanities 236 18 Journal Journal NNP 03-plumb-humanities 236 19 of of IN 03-plumb-humanities 236 20 Artificial Artificial NNP 03-plumb-humanities 236 21 Intelligence Intelligence NNP 03-plumb-humanities 236 22 Research Research NNP 03-plumb-humanities 236 23 63 63 CD 03-plumb-humanities 236 24 ( ( -LRB- 03-plumb-humanities 236 25 December December NNP 03-plumb-humanities 236 26 ) ) -RRB- 03-plumb-humanities 236 27 : : : 03-plumb-humanities 236 28 743–88 743–88 CD 03-plumb-humanities 236 29 . . . 03-plumb-humanities 237 1 ? ? . 03-plumb-humanities 237 2 iiTb iitb UH 03-plumb-humanities 237 3 , , , 03-plumb-humanities 237 4 ff ff VB 03-plumb-humanities 237 5 / / NFP 03-plumb-humanities 237 6 QBXQ`;fRyXReRjfD QBXQ`;fRyXReRjfD NNP 03-plumb-humanities 237 7 � � NNP 03-plumb-humanities 237 8 B`XRXRRk8N. B`XRXRRk8N. . 03-plumb-humanities 238 1 Chander Chander NNP 03-plumb-humanities 238 2 , , , 03-plumb-humanities 238 3 Manu Manu NNP 03-plumb-humanities 238 4 Samriti Samriti NNP 03-plumb-humanities 238 5 . . . 03-plumb-humanities 239 1 2017 2017 CD 03-plumb-humanities 239 2 . . . 03-plumb-humanities 240 1 Brown Brown NNP 03-plumb-humanities 240 2 Romantics Romantics NNP 03-plumb-humanities 240 3 : : : 03-plumb-humanities 240 4 Poetry Poetry NNP 03-plumb-humanities 240 5 and and CC 03-plumb-humanities 240 6 Nationalism Nationalism NNP 03-plumb-humanities 240 7 in in IN 03-plumb-humanities 240 8 the the DT 03-plumb-humanities 240 9 Global Global NNP 03-plumb-humanities 240 10 Nine- Nine- NNP 03-plumb-humanities 240 11 teenth teenth JJ 03-plumb-humanities 240 12 Century century NN 03-plumb-humanities 240 13 . . . 03-plumb-humanities 241 1 Lewisburg Lewisburg NNP 03-plumb-humanities 241 2 , , , 03-plumb-humanities 241 3 PA pa NN 03-plumb-humanities 241 4 : : : 03-plumb-humanities 241 5 Bucknell Bucknell NNP 03-plumb-humanities 241 6 University University NNP 03-plumb-humanities 241 7 Press Press NNP 03-plumb-humanities 241 8 . . . 03-plumb-humanities 242 1 Critical critical JJ 03-plumb-humanities 242 2 Inquiry Inquiry NNP 03-plumb-humanities 242 3 . . . 03-plumb-humanities 243 1 2019 2019 CD 03-plumb-humanities 243 2 . . . 03-plumb-humanities 244 1 “ " `` 03-plumb-humanities 244 2 Computational Computational NNP 03-plumb-humanities 244 3 Literary Literary NNP 03-plumb-humanities 244 4 Studies Studies NNPS 03-plumb-humanities 244 5 : : : 03-plumb-humanities 244 6 A a DT 03-plumb-humanities 244 7 Critical Critical NNP 03-plumb-humanities 244 8 Inquiry Inquiry NNP 03-plumb-humanities 244 9 Online Online NNP 03-plumb-humanities 244 10 Forum Forum NNP 03-plumb-humanities 244 11 . . . 03-plumb-humanities 244 12 ” " '' 03-plumb-humanities 244 13 In in IN 03-plumb-humanities 244 14 the the DT 03-plumb-humanities 244 15 Moment Moment NNP 03-plumb-humanities 244 16 ( ( -LRB- 03-plumb-humanities 244 17 blog blog NN 03-plumb-humanities 244 18 ) ) -RRB- 03-plumb-humanities 244 19 . . . 03-plumb-humanities 245 1 March March NNP 03-plumb-humanities 245 2 31 31 CD 03-plumb-humanities 245 3 , , , 03-plumb-humanities 245 4 2019 2019 CD 03-plumb-humanities 245 5 . . . 03-plumb-humanities 246 1 ? ? . 03-plumb-humanities 246 2 iiTb iitb UH 03-plumb-humanities 246 3 , , , 03-plumb-humanities 246 4 ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfyjf ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfyjf NNP 03-plumb-humanities 246 5 jRf+QKTmi jRf+QKTmi NNP 03-plumb-humanities 246 6 � � NNP 03-plumb-humanities 246 7 iBQM ibqm NN 03-plumb-humanities 246 8 � � NN 03-plumb-humanities 246 9 H@HBi2` H@HBi2` NNP 03-plumb-humanities 246 10 � � NNP 03-plumb-humanities 246 11 `v@bim `v@bim , 03-plumb-humanities 246 12 / / SYM 03-plumb-humanities 246 13 B2b@ b2b@ PDT 03-plumb-humanities 246 14 � � NNS 03-plumb-humanities 246 15 @+`BiB+ @+`BiB+ . 03-plumb-humanities 246 16 � � NNP 03-plumb-humanities 246 17 H@BM[mB`v@QMHBM2@7Q`m H@BM[mB`v@QMHBM2@7Q`m NNP 03-plumb-humanities 246 18 Kf Kf NNP 03-plumb-humanities 246 19 . . . 03-plumb-humanities 247 1 Da Da NNP 03-plumb-humanities 247 2 , , , 03-plumb-humanities 247 3 Nan Nan NNP 03-plumb-humanities 247 4 Z. Z. NNP 03-plumb-humanities 248 1 2019 2019 CD 03-plumb-humanities 248 2 . . . 03-plumb-humanities 249 1 “ " `` 03-plumb-humanities 249 2 The the DT 03-plumb-humanities 249 3 Computational Computational NNP 03-plumb-humanities 249 4 Case Case NNP 03-plumb-humanities 249 5 against against IN 03-plumb-humanities 249 6 Computational Computational NNP 03-plumb-humanities 249 7 Literary Literary NNP 03-plumb-humanities 249 8 Studies Studies NNPS 03-plumb-humanities 249 9 . . . 03-plumb-humanities 249 10 ” " '' 03-plumb-humanities 249 11 Critical critical JJ 03-plumb-humanities 249 12 Inquiry Inquiry NNP 03-plumb-humanities 249 13 45 45 CD 03-plumb-humanities 249 14 ( ( -LRB- 03-plumb-humanities 249 15 3 3 CD 03-plumb-humanities 249 16 ) ) -RRB- 03-plumb-humanities 249 17 : : : 03-plumb-humanities 249 18 601–39 601–39 CD 03-plumb-humanities 249 19 . . . 03-plumb-humanities 250 1 ? ? . 03-plumb-humanities 250 2 iiTb iitb UH 03-plumb-humanities 250 3 , , , 03-plumb-humanities 250 4 ff ff NNP 03-plumb-humanities 250 5 / / SYM 03-plumb-humanities 250 6 QBXQ`;fRyXRy3efdyk8N9 QBXQ`;fRyXRy3efdyk8N9 NNP 03-plumb-humanities 250 7 . . . 03-plumb-humanities 251 1 D’Ignazio D’Ignazio NNP 03-plumb-humanities 251 2 , , , 03-plumb-humanities 251 3 Catherine Catherine NNP 03-plumb-humanities 251 4 , , , 03-plumb-humanities 251 5 and and CC 03-plumb-humanities 251 6 Lauren Lauren NNP 03-plumb-humanities 251 7 Klein Klein NNP 03-plumb-humanities 251 8 . . . 03-plumb-humanities 252 1 2020 2020 CD 03-plumb-humanities 252 2 . . . 03-plumb-humanities 253 1 Data Data NNP 03-plumb-humanities 253 2 Feminism Feminism NNP 03-plumb-humanities 253 3 . . . 03-plumb-humanities 254 1 Cambridge Cambridge NNP 03-plumb-humanities 254 2 : : : 03-plumb-humanities 254 3 MIT MIT NNP 03-plumb-humanities 254 4 Press Press NNP 03-plumb-humanities 254 5 . . . 03-plumb-humanities 255 1 Douglas Douglas NNP 03-plumb-humanities 255 2 , , , 03-plumb-humanities 255 3 Samantha Samantha NNP 03-plumb-humanities 255 4 , , , 03-plumb-humanities 255 5 Dan Dan NNP 03-plumb-humanities 255 6 Dirilo Dirilo NNP 03-plumb-humanities 255 7 , , , 03-plumb-humanities 255 8 Taylor Taylor NNP 03-plumb-humanities 255 9 - - HYPH 03-plumb-humanities 255 10 Dawn Dawn NNP 03-plumb-humanities 255 11 Francis Francis NNP 03-plumb-humanities 255 12 , , , 03-plumb-humanities 255 13 Keith Keith NNP 03-plumb-humanities 255 14 Giles Giles NNP 03-plumb-humanities 255 15 , , , 03-plumb-humanities 255 16 and and CC 03-plumb-humanities 255 17 Marisa Marisa NNP 03-plumb-humanities 255 18 Plumb Plumb NNP 03-plumb-humanities 255 19 . . . 03-plumb-humanities 256 1 n.d n.d NNP 03-plumb-humanities 256 2 . . . 03-plumb-humanities 256 3 “ " `` 03-plumb-humanities 256 4 The the DT 03-plumb-humanities 256 5 Bengal Bengal NNP 03-plumb-humanities 256 6 Annual Annual NNP 03-plumb-humanities 256 7 : : : 03-plumb-humanities 256 8 A a DT 03-plumb-humanities 256 9 Digital Digital NNP 03-plumb-humanities 256 10 Exploration Exploration NNP 03-plumb-humanities 256 11 of of IN 03-plumb-humanities 256 12 Non non JJ 03-plumb-humanities 256 13 - - JJ 03-plumb-humanities 256 14 Canonical canonical JJ 03-plumb-humanities 256 15 British British NNP 03-plumb-humanities 256 16 Romantic Romantic NNP 03-plumb-humanities 256 17 Litera- Litera- NNP 03-plumb-humanities 256 18 ture ture NN 03-plumb-humanities 256 19 . . . 03-plumb-humanities 256 20 ” " '' 03-plumb-humanities 256 21 ? ? . 03-plumb-humanities 256 22 iiTb iitb UH 03-plumb-humanities 256 23 , , , 03-plumb-humanities 256 24 ffb+ ffb+ FW 03-plumb-humanities 256 25 � � NNP 03-plumb-humanities 256 26 H h NN 03-plumb-humanities 256 27 � � NN 03-plumb-humanities 256 28 `Xmb+X2 `Xmb+X2 '' 03-plumb-humanities 256 29 / / SYM 03-plumb-humanities 256 30 mfrQ`Fbfi?2@#2M; mfrq`fbfi?2@#2m; CD 03-plumb-humanities 256 31 � � NN 03-plumb-humanities 256 32 H@ h@ NN 03-plumb-humanities 256 33 � � , 03-plumb-humanities 256 34 MMm MMm NNS 03-plumb-humanities 256 35 � � NNP 03-plumb-humanities 256 36 HfBM/2 HfBM/2 NNP 03-plumb-humanities 256 37 t t XX 03-plumb-humanities 256 38 . . . 03-plumb-humanities 257 1 Dubin Dubin NNP 03-plumb-humanities 257 2 , , , 03-plumb-humanities 257 3 David David NNP 03-plumb-humanities 257 4 . . . 03-plumb-humanities 258 1 2004 2004 CD 03-plumb-humanities 258 2 . . . 03-plumb-humanities 259 1 “ " `` 03-plumb-humanities 259 2 The the DT 03-plumb-humanities 259 3 Most Most NNP 03-plumb-humanities 259 4 Influential Influential NNP 03-plumb-humanities 259 5 Paper Paper NNP 03-plumb-humanities 259 6 Gerard Gerard NNP 03-plumb-humanities 259 7 Salton Salton NNP 03-plumb-humanities 259 8 Never Never NNP 03-plumb-humanities 259 9 Wrote write VBD 03-plumb-humanities 259 10 . . . 03-plumb-humanities 259 11 ” " '' 03-plumb-humanities 259 12 Library Library NNP 03-plumb-humanities 259 13 Trends Trends NNP 03-plumb-humanities 259 14 52 52 CD 03-plumb-humanities 259 15 ( ( -LRB- 03-plumb-humanities 259 16 4 4 CD 03-plumb-humanities 259 17 ) ) -RRB- 03-plumb-humanities 259 18 : : : 03-plumb-humanities 259 19 748–64 748–64 CD 03-plumb-humanities 259 20 . . . 03-plumb-humanities 260 1 ? ? . 03-plumb-humanities 260 2 iiTb iitb UH 03-plumb-humanities 260 3 , , , 03-plumb-humanities 260 4 ffrrrXB/2 ffrrrXB/2 NNP 03-plumb-humanities 260 5 � � NNP 03-plumb-humanities 260 6 HbXBHHBMQBbX2 HbXBHHBMQBbX2 NNP 03-plumb-humanities 260 7 / / SYM 03-plumb-humanities 260 8 mf#Bibi`2 mf#Bibi`2 NNP 03-plumb-humanities 260 9 � � NNP 03-plumb-humanities 260 10 Kf? Kf? NNP 03-plumb-humanities 260 11 � � NNP 03-plumb-humanities 260 12 M M NNP 03-plumb-humanities 260 13 / / SYM 03-plumb-humanities 260 14 H2fkR9 H2fkR9 NNP 03-plumb-humanities 260 15 kfReNdf.m#BMd93de9XT/7?b2[m2M+24k kfReNdf.m#BMd93de9XT/7?b2[m2M+24k NNP 03-plumb-humanities 260 16 . . . 03-plumb-humanities 261 1 Firth Firth NNP 03-plumb-humanities 261 2 , , , 03-plumb-humanities 261 3 J.R. J.R. NNP 03-plumb-humanities 261 4 1957 1957 CD 03-plumb-humanities 261 5 . . . 03-plumb-humanities 262 1 “ " `` 03-plumb-humanities 262 2 A a DT 03-plumb-humanities 262 3 Synopsis Synopsis NNP 03-plumb-humanities 262 4 of of IN 03-plumb-humanities 262 5 Linguistic linguistic JJ 03-plumb-humanities 262 6 Theory Theory NNP 03-plumb-humanities 262 7 . . . 03-plumb-humanities 262 8 ” " '' 03-plumb-humanities 262 9 In in IN 03-plumb-humanities 262 10 Studies Studies NNPS 03-plumb-humanities 262 11 in in IN 03-plumb-humanities 262 12 Linguistic Linguistic NNP 03-plumb-humanities 262 13 Analysis Analysis NNP 03-plumb-humanities 262 14 , , , 03-plumb-humanities 262 15 1–32 1–32 CD 03-plumb-humanities 262 16 . . . 03-plumb-humanities 263 1 Oxford Oxford NNP 03-plumb-humanities 263 2 : : : 03-plumb-humanities 263 3 Blackwell Blackwell NNP 03-plumb-humanities 263 4 . . . 03-plumb-humanities 264 1 Gagliano Gagliano NNP 03-plumb-humanities 264 2 , , , 03-plumb-humanities 264 3 Andrea Andrea NNP 03-plumb-humanities 264 4 , , , 03-plumb-humanities 264 5 Emily Emily NNP 03-plumb-humanities 264 6 Paul Paul NNP 03-plumb-humanities 264 7 , , , 03-plumb-humanities 264 8 Kyle Kyle NNP 03-plumb-humanities 264 9 Booten Booten NNP 03-plumb-humanities 264 10 , , , 03-plumb-humanities 264 11 and and CC 03-plumb-humanities 264 12 Marti Marti NNP 03-plumb-humanities 264 13 A. A. NNP 03-plumb-humanities 264 14 Hearst Hearst NNP 03-plumb-humanities 264 15 . . . 03-plumb-humanities 265 1 2019 2019 CD 03-plumb-humanities 265 2 . . . 03-plumb-humanities 266 1 “ " `` 03-plumb-humanities 266 2 Intersecting intersect VBG 03-plumb-humanities 266 3 Word Word NNP 03-plumb-humanities 266 4 Vectors Vectors NNPS 03-plumb-humanities 266 5 to to TO 03-plumb-humanities 266 6 Take take VB 03-plumb-humanities 266 7 Figurative figurative JJ 03-plumb-humanities 266 8 Language Language NNP 03-plumb-humanities 266 9 to to IN 03-plumb-humanities 266 10 New New NNP 03-plumb-humanities 266 11 Heights Heights NNP 03-plumb-humanities 266 12 . . . 03-plumb-humanities 266 13 ” " '' 03-plumb-humanities 266 14 In in IN 03-plumb-humanities 266 15 Proceedings Proceedings NNP 03-plumb-humanities 266 16 of of IN 03-plumb-humanities 266 17 the the DT 03-plumb-humanities 266 18 Fifth Fifth NNP 03-plumb-humanities 266 19 Workshop Workshop NNP 03-plumb-humanities 266 20 on on IN 03-plumb-humanities 266 21 Computational Computational NNP 03-plumb-humanities 266 22 Linguistics Linguistics NNP 03-plumb-humanities 266 23 for for IN 03-plumb-humanities 266 24 Literature Literature NNP 03-plumb-humanities 266 25 , , , 03-plumb-humanities 266 26 20 20 CD 03-plumb-humanities 266 27 - - SYM 03-plumb-humanities 266 28 31 31 CD 03-plumb-humanities 266 29 . . . 03-plumb-humanities 267 1 San San NNP 03-plumb-humanities 267 2 Diego Diego NNP 03-plumb-humanities 267 3 , , , 03-plumb-humanities 267 4 California California NNP 03-plumb-humanities 267 5 : : : 03-plumb-humanities 267 6 Association Association NNP 03-plumb-humanities 267 7 for for IN 03-plumb-humanities 267 8 Computational Computational NNP 03-plumb-humanities 267 9 Linguistics Linguistics NNP 03-plumb-humanities 267 10 . . . 03-plumb-humanities 268 1 ? ? . 03-plumb-humanities 268 2 iiTb iitb UH 03-plumb-humanities 268 3 , , , 03-plumb-humanities 268 4 ff ff FW 03-plumb-humanities 268 5 / / SYM 03-plumb-humanities 268 6 QBXQ`;fRyXR3e8jfpRfqRe@ykyj QBXQ`;fRyXR3e8jfpRfqRe@ykyj NNP 03-plumb-humanities 268 7 . . . 03-plumb-humanities 269 1 Gavin Gavin NNP 03-plumb-humanities 269 2 , , , 03-plumb-humanities 269 3 Michael Michael NNP 03-plumb-humanities 269 4 , , , 03-plumb-humanities 269 5 Collin Collin NNP 03-plumb-humanities 269 6 Jennings Jennings NNP 03-plumb-humanities 269 7 , , , 03-plumb-humanities 269 8 Lauren Lauren NNP 03-plumb-humanities 269 9 Kersey Kersey NNP 03-plumb-humanities 269 10 , , , 03-plumb-humanities 269 11 and and CC 03-plumb-humanities 269 12 Brad Brad NNP 03-plumb-humanities 269 13 Pasanek Pasanek NNP 03-plumb-humanities 269 14 . . . 03-plumb-humanities 270 1 2019 2019 CD 03-plumb-humanities 270 2 . . . 03-plumb-humanities 271 1 “ " `` 03-plumb-humanities 271 2 Spaces Spaces NNPS 03-plumb-humanities 271 3 of of IN 03-plumb-humanities 271 4 Meaning Meaning NNP 03-plumb-humanities 271 5 : : : 03-plumb-humanities 271 6 Conceptual conceptual JJ 03-plumb-humanities 271 7 History history NN 03-plumb-humanities 271 8 , , , 03-plumb-humanities 271 9 Vector Vector NNP 03-plumb-humanities 271 10 Semantics Semantics NNP 03-plumb-humanities 271 11 , , , 03-plumb-humanities 271 12 and and CC 03-plumb-humanities 271 13 Close close JJ 03-plumb-humanities 271 14 Reading reading NN 03-plumb-humanities 271 15 . . . 03-plumb-humanities 271 16 ” " '' 03-plumb-humanities 271 17 In in IN 03-plumb-humanities 271 18 Debates debate NNS 03-plumb-humanities 271 19 in in IN 03-plumb-humanities 271 20 the the DT 03-plumb-humanities 271 21 Digital Digital NNP 03-plumb-humanities 271 22 Hu- Hu- NNP 03-plumb-humanities 271 23 manities manitie VBZ 03-plumb-humanities 271 24 2019 2019 CD 03-plumb-humanities 271 25 , , , 03-plumb-humanities 271 26 edited edit VBN 03-plumb-humanities 271 27 by by IN 03-plumb-humanities 271 28 Matthew Matthew NNP 03-plumb-humanities 271 29 K. K. NNP 03-plumb-humanities 271 30 Gold Gold NNP 03-plumb-humanities 271 31 and and CC 03-plumb-humanities 271 32 Lauren Lauren NNP 03-plumb-humanities 271 33 F. F. NNP 03-plumb-humanities 271 34 Klein Klein NNP 03-plumb-humanities 271 35 , , , 03-plumb-humanities 271 36 243–267 243–267 CD 03-plumb-humanities 271 37 . . . 03-plumb-humanities 272 1 Minneapolis Minneapolis NNP 03-plumb-humanities 272 2 : : : 03-plumb-humanities 272 3 University University NNP 03-plumb-humanities 272 4 of of IN 03-plumb-humanities 272 5 Minnesota Minnesota NNP 03-plumb-humanities 272 6 Press Press NNP 03-plumb-humanities 272 7 . . . 03-plumb-humanities 273 1 Goldstone Goldstone NNP 03-plumb-humanities 273 2 , , , 03-plumb-humanities 273 3 Andrew Andrew NNP 03-plumb-humanities 273 4 . . . 03-plumb-humanities 274 1 2019 2019 CD 03-plumb-humanities 274 2 . . . 03-plumb-humanities 275 1 “ " `` 03-plumb-humanities 275 2 Teaching teach VBG 03-plumb-humanities 275 3 Quantitative quantitative JJ 03-plumb-humanities 275 4 Methods method NNS 03-plumb-humanities 275 5 : : : 03-plumb-humanities 275 6 What what WP 03-plumb-humanities 275 7 Makes make VBZ 03-plumb-humanities 275 8 It -PRON- PRP 03-plumb-humanities 275 9 Hard hard JJ 03-plumb-humanities 275 10 ( ( -LRB- 03-plumb-humanities 275 11 in in IN 03-plumb-humanities 275 12 Literary Literary NNP 03-plumb-humanities 275 13 Studies Studies NNP 03-plumb-humanities 275 14 ) ) -RRB- 03-plumb-humanities 275 15 . . . 03-plumb-humanities 275 16 ” " '' 03-plumb-humanities 275 17 In in IN 03-plumb-humanities 275 18 Debates debate NNS 03-plumb-humanities 275 19 in in IN 03-plumb-humanities 275 20 the the DT 03-plumb-humanities 275 21 Digital Digital NNP 03-plumb-humanities 275 22 Humanities Humanities NNP 03-plumb-humanities 275 23 2019 2019 CD 03-plumb-humanities 275 24 , , , 03-plumb-humanities 275 25 edited edit VBN 03-plumb-humanities 275 26 by by IN 03-plumb-humanities 275 27 Matthew Matthew NNP 03-plumb-humanities 275 28 K. K. NNP 03-plumb-humanities 275 29 Gold Gold NNP 03-plumb-humanities 275 30 and and CC 03-plumb-humanities 275 31 Lau- Lau- NNP 03-plumb-humanities 275 32 ren ren NNP 03-plumb-humanities 275 33 F. F. NNP 03-plumb-humanities 275 34 Klein Klein NNP 03-plumb-humanities 275 35 . . . 03-plumb-humanities 276 1 Minneapolis Minneapolis NNP 03-plumb-humanities 276 2 : : : 03-plumb-humanities 276 3 University University NNP 03-plumb-humanities 276 4 of of IN 03-plumb-humanities 276 5 Minnesota Minnesota NNP 03-plumb-humanities 276 6 Press Press NNP 03-plumb-humanities 276 7 . . . 03-plumb-humanities 277 1 ? ? . 03-plumb-humanities 277 2 iiTb iitb UH 03-plumb-humanities 277 3 , , , 03-plumb-humanities 277 4 ff/?/2# ff/?/2# NNP 03-plumb-humanities 277 5 � � NNP 03-plumb-humanities 277 6 i2bX;+X+ i2bX;+X+ NNP 03-plumb-humanities 277 7 mMvX2 mMvX2 NNP 03-plumb-humanities 277 8 / / SYM 03-plumb-humanities 277 9 mf`2 mf`2 NNP 03-plumb-humanities 277 10 � � NNP 03-plumb-humanities 277 11 /fmMiBiH2/@7k /fmMiBiH2/@7k NFP 03-plumb-humanities 277 12 � � NNS 03-plumb-humanities 277 13 +7dk+@ +7dk+@ DT 03-plumb-humanities 277 14 � � NN 03-plumb-humanities 277 15 9eN@9N/3@#2j8@ed7N 9en@9n/3@#2j8@ed7n NN 03-plumb-humanities 277 16 � � NNP 03-plumb-humanities 277 17 +R2j +r2j CD 03-plumb-humanities 277 18 � � NNS 03-plumb-humanities 277 19 eyfb2+iB eyfb2+iB . 03-plumb-humanities 277 20 QMfeky+ QMfeky+ NNP 03-plumb-humanities 277 21 � � NNP 03-plumb-humanities 277 22 7N7@y3 7N7@y3 NNP 03-plumb-humanities 277 23 � � NNP 03-plumb-humanities 277 24 3@9382@ 3@9382@ CD 03-plumb-humanities 277 25 � � NNP 03-plumb-humanities 277 26 9Ne@8R9yykNe2#+/O+?RN 9ne@8r9yykne2#+/o+?rn CD 03-plumb-humanities 277 27 . . . 03-plumb-humanities 278 1 Gonen Gonen NNP 03-plumb-humanities 278 2 , , , 03-plumb-humanities 278 3 Hila Hila NNP 03-plumb-humanities 278 4 and and CC 03-plumb-humanities 278 5 Yoav Yoav NNP 03-plumb-humanities 278 6 Goldberg Goldberg NNP 03-plumb-humanities 278 7 . . . 03-plumb-humanities 279 1 2019 2019 CD 03-plumb-humanities 279 2 . . . 03-plumb-humanities 280 1 “ " `` 03-plumb-humanities 280 2 Lipstick lipstick VB 03-plumb-humanities 280 3 on on IN 03-plumb-humanities 280 4 a a DT 03-plumb-humanities 280 5 Pig pig NN 03-plumb-humanities 280 6 : : : 03-plumb-humanities 280 7 Debiasing Debiasing NNP 03-plumb-humanities 280 8 Methods Methods NNPS 03-plumb-humanities 280 9 Cover cover VBP 03-plumb-humanities 280 10 up up RP 03-plumb-humanities 280 11 System- System- NNP 03-plumb-humanities 280 12 atic atic JJ 03-plumb-humanities 280 13 Gender Gender NNP 03-plumb-humanities 280 14 Biases Biases NNPS 03-plumb-humanities 280 15 in in IN 03-plumb-humanities 280 16 Word Word NNP 03-plumb-humanities 280 17 Embeddings Embeddings NNP 03-plumb-humanities 280 18 But but CC 03-plumb-humanities 280 19 do do VBP 03-plumb-humanities 280 20 not not RB 03-plumb-humanities 280 21 Remove remove VB 03-plumb-humanities 280 22 Them -PRON- PRP 03-plumb-humanities 280 23 . . . 03-plumb-humanities 280 24 ” " '' 03-plumb-humanities 280 25 ArXiv:1903.03862 arxiv:1903.03862 ADD 03-plumb-humanities 280 26 , , , 03-plumb-humanities 280 27 September September NNP 03-plumb-humanities 280 28 . . . 03-plumb-humanities 281 1 ? ? . 03-plumb-humanities 281 2 iiTb iitb UH 03-plumb-humanities 281 3 , , , 03-plumb-humanities 281 4 ff ff VB 03-plumb-humanities 281 5 � � NNP 03-plumb-humanities 281 6 `tBpXQ`;f `tbpxq`;f CD 03-plumb-humanities 281 7 � � NNP 03-plumb-humanities 281 8 #bfRNyjXyj3ek #bfrnyjxyj3ek ADD 03-plumb-humanities 281 9 . . . 03-plumb-humanities 282 1 Griffiths Griffiths NNP 03-plumb-humanities 282 2 , , , 03-plumb-humanities 282 3 Thomas Thomas NNP 03-plumb-humanities 282 4 L. L. NNP 03-plumb-humanities 282 5 , , , 03-plumb-humanities 282 6 Mark Mark NNP 03-plumb-humanities 282 7 Steyvers Steyvers NNP 03-plumb-humanities 282 8 , , , 03-plumb-humanities 282 9 and and CC 03-plumb-humanities 282 10 Joshua Joshua NNP 03-plumb-humanities 282 11 B. B. NNP 03-plumb-humanities 282 12 Tenenbaum Tenenbaum NNP 03-plumb-humanities 282 13 . . . 03-plumb-humanities 283 1 2007 2007 CD 03-plumb-humanities 283 2 . . . 03-plumb-humanities 284 1 “ " `` 03-plumb-humanities 284 2 Topics Topics NNPS 03-plumb-humanities 284 3 in in IN 03-plumb-humanities 284 4 Semantic Semantic NNP 03-plumb-humanities 284 5 Representation Representation NNP 03-plumb-humanities 284 6 . . . 03-plumb-humanities 284 7 ” " '' 03-plumb-humanities 284 8 Psychological Psychological NNP 03-plumb-humanities 284 9 Review Review NNP 03-plumb-humanities 284 10 114 114 CD 03-plumb-humanities 284 11 ( ( -LRB- 03-plumb-humanities 284 12 2 2 CD 03-plumb-humanities 284 13 ) ) -RRB- 03-plumb-humanities 284 14 : : : 03-plumb-humanities 284 15 211–44 211–44 CD 03-plumb-humanities 284 16 . . . 03-plumb-humanities 285 1 ? ? . 03-plumb-humanities 285 2 iiTb iitb UH 03-plumb-humanities 285 3 , , , 03-plumb-humanities 285 4 ff ff VB 03-plumb-humanities 285 5 / / NFP 03-plumb-humanities 285 6 QBXQ`;fRyXRyjdf qbxq`;fryxryjdf JJ 03-plumb-humanities 285 7 http://www.digitalhumanities.org/dhq/vol/3/2/000041/000041.html http://www.digitalhumanities.org/dhq/vol/3/2/000041/000041.html -LRB- 03-plumb-humanities 285 8 http://www.digitalhumanities.org/dhq/vol/3/2/000041/000041.html http://www.digitalhumanities.org/dhq/vol/3/2/000041/000041.html `` 03-plumb-humanities 285 9 https://doi.org/10.1215/00267929-7933102 https://doi.org/10.1215/00267929-7933102 JJ 03-plumb-humanities 285 10 https://modernismmodernity.org/forums/posts/search-and-replace https://modernismmodernity.org/forums/posts/search-and-replace NN 03-plumb-humanities 285 11 https://doi.org/10.1613/jair.1.11259 https://doi.org/10.1613/jair.1.11259 . 03-plumb-humanities 285 12 https://critinq.wordpress.com/2019/03/31/computational-literary-studies-a-critical-inquiry-online-forum/ https://critinq.wordpress.com/2019/03/31/computational-literary-studies-a-critical-inquiry-online-forum/ NNP 03-plumb-humanities 285 13 https://critinq.wordpress.com/2019/03/31/computational-literary-studies-a-critical-inquiry-online-forum/ https://critinq.wordpress.com/2019/03/31/computational-literary-studies-a-critical-inquiry-online-forum/ NNP 03-plumb-humanities 285 14 https://critinq.wordpress.com/2019/03/31/computational-literary-studies-a-critical-inquiry-online-forum/ https://critinq.wordpress.com/2019/03/31/computational-literary-studies-a-critical-inquiry-online-forum/ NN 03-plumb-humanities 285 15 https://doi.org/10.1086/702594 https://doi.org/10.1086/702594 VBP 03-plumb-humanities 285 16 https://scalar.usc.edu/works/the-bengal-annual/index https://scalar.usc.edu/works/the-bengal-annual/index NN 03-plumb-humanities 285 17 https://www.ideals.illinois.edu/bitstream/handle/2142/1697/Dubin748764.pdf?sequence=2 https://www.ideals.illinois.edu/bitstream/handle/2142/1697/Dubin748764.pdf?sequence=2 NNS 03-plumb-humanities 285 18 https://www.ideals.illinois.edu/bitstream/handle/2142/1697/Dubin748764.pdf?sequence=2 https://www.ideals.illinois.edu/bitstream/handle/2142/1697/Dubin748764.pdf?sequence=2 . 03-plumb-humanities 285 19 https://doi.org/10.18653/v1/W16-0203 https://doi.org/10.18653/v1/w16-0203 JJ 03-plumb-humanities 285 20 https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/620caf9f-08a8-485e-a496-51400296ebcd#ch19 https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/620caf9f-08a8-485e-a496-51400296ebcd#ch19 NNS 03-plumb-humanities 285 21 https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/620caf9f-08a8-485e-a496-51400296ebcd#ch19 https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/620caf9f-08a8-485e-a496-51400296ebcd#ch19 NNP 03-plumb-humanities 285 22 https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/620caf9f-08a8-485e-a496-51400296ebcd#ch19 https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/620caf9f-08a8-485e-a496-51400296ebcd#ch19 NNP 03-plumb-humanities 285 23 https://arxiv.org/abs/1903.03862 https://arxiv.org/abs/1903.03862 NNP 03-plumb-humanities 285 24 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295x.114.2.211 NN 03-plumb-humanities 285 25 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295X.114.2.211 : 03-plumb-humanities 285 26 Plumb plumb NN 03-plumb-humanities 285 27 41 41 CD 03-plumb-humanities 285 28 yyjj@kN8sXRR9XkXkRR yyjj@kn8sxrr9xkxkrr NN 03-plumb-humanities 285 29 . . . 03-plumb-humanities 286 1 Harris Harris NNP 03-plumb-humanities 286 2 , , , 03-plumb-humanities 286 3 Katherine Katherine NNP 03-plumb-humanities 286 4 D. D. NNP 03-plumb-humanities 286 5 2015 2015 CD 03-plumb-humanities 286 6 . . . 03-plumb-humanities 287 1 Forget forget VB 03-plumb-humanities 287 2 Me -PRON- PRP 03-plumb-humanities 287 3 Not not RB 03-plumb-humanities 287 4 : : : 03-plumb-humanities 287 5 The the DT 03-plumb-humanities 287 6 Rise rise NN 03-plumb-humanities 287 7 of of IN 03-plumb-humanities 287 8 the the DT 03-plumb-humanities 287 9 British British NNP 03-plumb-humanities 287 10 Literary Literary NNP 03-plumb-humanities 287 11 Annual Annual NNP 03-plumb-humanities 287 12 , , , 03-plumb-humanities 287 13 1823NJ1835 1823nj1835 CD 03-plumb-humanities 287 14 . . . 03-plumb-humanities 288 1 Athens Athens NNP 03-plumb-humanities 288 2 : : : 03-plumb-humanities 288 3 Ohio Ohio NNP 03-plumb-humanities 288 4 University University NNP 03-plumb-humanities 288 5 Press Press NNP 03-plumb-humanities 288 6 . . . 03-plumb-humanities 289 1 Harris Harris NNP 03-plumb-humanities 289 2 , , , 03-plumb-humanities 289 3 Katherine Katherine NNP 03-plumb-humanities 289 4 D. D. NNP 03-plumb-humanities 289 5 2019 2019 CD 03-plumb-humanities 289 6 . . . 03-plumb-humanities 290 1 “ " `` 03-plumb-humanities 290 2 TheBengalAnnual TheBengalAnnual NNP 03-plumb-humanities 290 3 and and CC 03-plumb-humanities 290 4 # # $ 03-plumb-humanities 290 5 bigger6 bigger6 NN 03-plumb-humanities 290 6 . . . 03-plumb-humanities 290 7 ” " '' 03-plumb-humanities 290 8 Keats Keats NNP 03-plumb-humanities 290 9 - - HYPH 03-plumb-humanities 290 10 ShelleyJournal ShelleyJournal NNP 03-plumb-humanities 290 11 68 68 CD 03-plumb-humanities 290 12 : : : 03-plumb-humanities 290 13 117–18 117–18 CD 03-plumb-humanities 290 14 . . . 03-plumb-humanities 291 1 ? ? . 03-plumb-humanities 291 2 iiTb iitb UH 03-plumb-humanities 291 3 , , , 03-plumb-humanities 291 4 ffKmb2XD?mX2 ffKmb2XD?mX2 NNP 03-plumb-humanities 291 5 / / SYM 03-plumb-humanities 291 6 mf mf NNP 03-plumb-humanities 291 7 � � NNP 03-plumb-humanities 291 8 `iB+H2fddRRjk `ib+h2fddrrjk NN 03-plumb-humanities 291 9 . . . 03-plumb-humanities 292 1 Kirschenbaum Kirschenbaum NNP 03-plumb-humanities 292 2 , , , 03-plumb-humanities 292 3 Matthew Matthew NNP 03-plumb-humanities 292 4 . . . 03-plumb-humanities 293 1 2007 2007 CD 03-plumb-humanities 293 2 . . . 03-plumb-humanities 294 1 “ " `` 03-plumb-humanities 294 2 The the DT 03-plumb-humanities 294 3 Remaking remaking NN 03-plumb-humanities 294 4 of of IN 03-plumb-humanities 294 5 Reading reading NN 03-plumb-humanities 294 6 : : : 03-plumb-humanities 294 7 Data Data NNP 03-plumb-humanities 294 8 Mining Mining NNP 03-plumb-humanities 294 9 and and CC 03-plumb-humanities 294 10 the the DT 03-plumb-humanities 294 11 Digital Digital NNP 03-plumb-humanities 294 12 Hu- Hu- NNP 03-plumb-humanities 294 13 manities manitie VBZ 03-plumb-humanities 294 14 . . . 03-plumb-humanities 294 15 ” " '' 03-plumb-humanities 294 16 Presented present VBN 03-plumb-humanities 294 17 at at IN 03-plumb-humanities 294 18 the the DT 03-plumb-humanities 294 19 National National NNP 03-plumb-humanities 294 20 Science Science NNP 03-plumb-humanities 294 21 Foundation Foundation NNP 03-plumb-humanities 294 22 Symposium Symposium NNP 03-plumb-humanities 294 23 on on IN 03-plumb-humanities 294 24 Next Next NNP 03-plumb-humanities 294 25 Generation Generation NNP 03-plumb-humanities 294 26 of of IN 03-plumb-humanities 294 27 Data Data NNP 03-plumb-humanities 294 28 Mining Mining NNP 03-plumb-humanities 294 29 and and CC 03-plumb-humanities 294 30 Cyber Cyber NNP 03-plumb-humanities 294 31 - - HYPH 03-plumb-humanities 294 32 Enabled Enabled NNP 03-plumb-humanities 294 33 Discovery Discovery NNP 03-plumb-humanities 294 34 for for IN 03-plumb-humanities 294 35 Innovation Innovation NNP 03-plumb-humanities 294 36 , , , 03-plumb-humanities 294 37 Baltimore Baltimore NNP 03-plumb-humanities 294 38 , , , 03-plumb-humanities 294 39 MD MD NNP 03-plumb-humanities 294 40 , , , 03-plumb-humanities 294 41 October October NNP 03-plumb-humanities 294 42 11 11 CD 03-plumb-humanities 294 43 . . . 03-plumb-humanities 295 1 ? ? . 03-plumb-humanities 295 2 iiTb iitb UH 03-plumb-humanities 295 3 , , , 03-plumb-humanities 295 4 ffrrrX+b22XmK#+X2 ffrrrX+b22XmK#+X2 NNP 03-plumb-humanities 295 5 / / SYM 03-plumb-humanities 295 6 mf mf NNP 03-plumb-humanities 295 7 � � NNP 03-plumb-humanities 295 8 ?BHHQHfL:.Jydf ?BHHQHfL:.Jydf . 03-plumb-humanities 295 9 � � NNP 03-plumb-humanities 295 10 #bi` #bi` ADD 03-plumb-humanities 295 11 � � NNP 03-plumb-humanities 295 12 +ibfi +ibfi PRP$ 03-plumb-humanities 295 13 � � NN 03-plumb-humanities 295 14 HFbfJEB`b+ HFbfJEB`b+ NNP 03-plumb-humanities 295 15 ? ? . 03-plumb-humanities 296 1 2M# 2m# CD 03-plumb-humanities 296 2 � � NNS 03-plumb-humanities 296 3 mKXT/7 mkxt/7 ADD 03-plumb-humanities 296 4 . . . 03-plumb-humanities 297 1 Klein Klein NNP 03-plumb-humanities 297 2 , , , 03-plumb-humanities 297 3 Lauren Lauren NNP 03-plumb-humanities 297 4 F. F. NNP 03-plumb-humanities 297 5 2019 2019 CD 03-plumb-humanities 297 6 . . . 03-plumb-humanities 298 1 “ " `` 03-plumb-humanities 298 2 What what WP 03-plumb-humanities 298 3 the the DT 03-plumb-humanities 298 4 New New NNP 03-plumb-humanities 298 5 Computational Computational NNP 03-plumb-humanities 298 6 Rigor rigor NN 03-plumb-humanities 298 7 Should Should MD 03-plumb-humanities 298 8 Be be VB 03-plumb-humanities 298 9 . . . 03-plumb-humanities 298 10 ” " '' 03-plumb-humanities 298 11 IntheMoment IntheMoment NNP 03-plumb-humanities 298 12 ( ( -LRB- 03-plumb-humanities 298 13 blog blog NN 03-plumb-humanities 298 14 ) ) -RRB- 03-plumb-humanities 298 15 . . . 03-plumb-humanities 299 1 April April NNP 03-plumb-humanities 299 2 1 1 CD 03-plumb-humanities 299 3 , , , 03-plumb-humanities 299 4 2019 2019 CD 03-plumb-humanities 299 5 . . . 03-plumb-humanities 300 1 ? ? . 03-plumb-humanities 300 2 iiTb iitb UH 03-plumb-humanities 300 3 , , , 03-plumb-humanities 300 4 ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfy9fyRf+QKTmi ff+`bibm[xrq`/t`2bbx+qkfkyrnfy9fyrf+qktmi ADD 03-plumb-humanities 300 5 � � NNP 03-plumb-humanities 300 6 iBQM ibqm CD 03-plumb-humanities 300 7 � � JJ 03-plumb-humanities 300 8 H h NN 03-plumb-humanities 300 9 @HBi2` @hbi2` NN 03-plumb-humanities 300 10 � � NN 03-plumb-humanities 300 11 `v@bim `v@bim JJ 03-plumb-humanities 300 12 / / SYM 03-plumb-humanities 300 13 B2b@T B2b@T NNP 03-plumb-humanities 300 14 � � NNP 03-plumb-humanities 300 15 `iB+BT `ib+bt NN 03-plumb-humanities 300 16 � � NNP 03-plumb-humanities 300 17 Mi@7Q`mK@`2bTQMb2b@8f mi@7q`mk@`2btqmb2b@8f NN 03-plumb-humanities 300 18 . . . 03-plumb-humanities 301 1 Koehrsen Koehrsen NNP 03-plumb-humanities 301 2 , , , 03-plumb-humanities 301 3 Will Will NNP 03-plumb-humanities 301 4 . . . 03-plumb-humanities 302 1 2018 2018 CD 03-plumb-humanities 302 2 . . . 03-plumb-humanities 303 1 “ " `` 03-plumb-humanities 303 2 Neural Neural NNP 03-plumb-humanities 303 3 Network Network NNP 03-plumb-humanities 303 4 Embeddings Embeddings NNP 03-plumb-humanities 303 5 Explained explain VBD 03-plumb-humanities 303 6 . . . 03-plumb-humanities 303 7 ” " '' 03-plumb-humanities 303 8 Towards towards IN 03-plumb-humanities 303 9 Data Data NNP 03-plumb-humanities 303 10 Science Science NNP 03-plumb-humanities 303 11 , , , 03-plumb-humanities 303 12 Octo- Octo- NNP 03-plumb-humanities 303 13 ber ber NNP 03-plumb-humanities 303 14 2 2 CD 03-plumb-humanities 303 15 , , , 03-plumb-humanities 303 16 2018 2018 CD 03-plumb-humanities 303 17 . . . 03-plumb-humanities 304 1 ? ? . 03-plumb-humanities 304 2 iiTb iitb UH 03-plumb-humanities 304 3 , , , 03-plumb-humanities 304 4 ffiQr ffiqr ADD 03-plumb-humanities 304 5 � � ADD 03-plumb-humanities 304 6 `/b/ `/b/ NNP 03-plumb-humanities 304 7 � � NNP 03-plumb-humanities 304 8 i i PRP 03-plumb-humanities 304 9 � � : 03-plumb-humanities 304 10 b+B2M+2X+QKfM2m` b+B2M+2X+QKfM2m` VBZ 03-plumb-humanities 304 11 � � NNS 03-plumb-humanities 304 12 H@M2irQ`F@2K#2//BM;b h@m2irq`f@2k#2//bm;b CD 03-plumb-humanities 304 13 @2tTH @2tth NN 03-plumb-humanities 304 14 � � NNP 03-plumb-humanities 304 15 BM2/@9 BM2/@9 NNP 03-plumb-humanities 304 16 / / SYM 03-plumb-humanities 304 17 yk32e7y8ke yk32e7y8ke NNP 03-plumb-humanities 304 18 . . . 03-plumb-humanities 305 1 Kozlowski Kozlowski NNP 03-plumb-humanities 305 2 , , , 03-plumb-humanities 305 3 Austin Austin NNP 03-plumb-humanities 305 4 C. C. NNP 03-plumb-humanities 305 5 , , , 03-plumb-humanities 305 6 Matt Matt NNP 03-plumb-humanities 305 7 Taddy Taddy NNP 03-plumb-humanities 305 8 , , , 03-plumb-humanities 305 9 and and CC 03-plumb-humanities 305 10 James James NNP 03-plumb-humanities 305 11 A. A. NNP 03-plumb-humanities 305 12 Evans Evans NNP 03-plumb-humanities 305 13 . . . 03-plumb-humanities 306 1 2019 2019 CD 03-plumb-humanities 306 2 . . . 03-plumb-humanities 307 1 “ " `` 03-plumb-humanities 307 2 The the DT 03-plumb-humanities 307 3 Geometry Geometry NNP 03-plumb-humanities 307 4 of of IN 03-plumb-humanities 307 5 Culture Culture NNP 03-plumb-humanities 307 6 : : : 03-plumb-humanities 307 7 Ana- ana- XX 03-plumb-humanities 307 8 lyzing lyze VBG 03-plumb-humanities 307 9 the the DT 03-plumb-humanities 307 10 Meanings Meanings NNP 03-plumb-humanities 307 11 of of IN 03-plumb-humanities 307 12 Class Class NNP 03-plumb-humanities 307 13 through through IN 03-plumb-humanities 307 14 Word Word NNP 03-plumb-humanities 307 15 Embeddings Embeddings NNP 03-plumb-humanities 307 16 . . . 03-plumb-humanities 307 17 ” " '' 03-plumb-humanities 307 18 American American NNP 03-plumb-humanities 307 19 Sociological Sociological NNP 03-plumb-humanities 307 20 Review Review NNP 03-plumb-humanities 307 21 84 84 CD 03-plumb-humanities 307 22 ( ( -LRB- 03-plumb-humanities 307 23 5 5 CD 03-plumb-humanities 307 24 ) ) -RRB- 03-plumb-humanities 307 25 : : : 03-plumb-humanities 307 26 905–949 905–949 CD 03-plumb-humanities 307 27 . . . 03-plumb-humanities 308 1 ? ? . 03-plumb-humanities 308 2 iiTb iitb UH 03-plumb-humanities 308 3 , , , 03-plumb-humanities 308 4 ff ff NNP 03-plumb-humanities 308 5 / / SYM 03-plumb-humanities 308 6 QBXQ`;fRyXRRddfyyyjRkk9RN3ddRj8 QBXQ`;fRyXRRddfyyyjRkk9RN3ddRj8 NNP 03-plumb-humanities 308 7 . . . 03-plumb-humanities 309 1 Kutuzov Kutuzov NNP 03-plumb-humanities 309 2 , , , 03-plumb-humanities 309 3 Andrey Andrey NNP 03-plumb-humanities 309 4 , , , 03-plumb-humanities 309 5 Lilja Lilja NNP 03-plumb-humanities 309 6 Øvrelid Øvrelid NNP 03-plumb-humanities 309 7 , , , 03-plumb-humanities 309 8 Terrence Terrence NNP 03-plumb-humanities 309 9 Szymanski Szymanski NNP 03-plumb-humanities 309 10 , , , 03-plumb-humanities 309 11 and and CC 03-plumb-humanities 309 12 Erik Erik NNP 03-plumb-humanities 309 13 Velldal Velldal NNP 03-plumb-humanities 309 14 . . . 03-plumb-humanities 310 1 2018 2018 CD 03-plumb-humanities 310 2 . . . 03-plumb-humanities 311 1 “ " `` 03-plumb-humanities 311 2 Diachronic diachronic JJ 03-plumb-humanities 311 3 word word NN 03-plumb-humanities 311 4 embeddings embedding NNS 03-plumb-humanities 311 5 and and CC 03-plumb-humanities 311 6 semantic semantic JJ 03-plumb-humanities 311 7 shifts shift NNS 03-plumb-humanities 311 8 : : : 03-plumb-humanities 311 9 a a DT 03-plumb-humanities 311 10 survey survey NN 03-plumb-humanities 311 11 . . . 03-plumb-humanities 311 12 ” " '' 03-plumb-humanities 311 13 In in IN 03-plumb-humanities 311 14 Proceedings Proceedings NNP 03-plumb-humanities 311 15 of of IN 03-plumb-humanities 311 16 the the DT 03-plumb-humanities 311 17 27th 27th JJ 03-plumb-humanities 311 18 International International NNP 03-plumb-humanities 311 19 Con- Con- NNP 03-plumb-humanities 311 20 ference ference NN 03-plumb-humanities 311 21 on on IN 03-plumb-humanities 311 22 Computational Computational NNP 03-plumb-humanities 311 23 Linguistics Linguistics NNP 03-plumb-humanities 311 24 , , , 03-plumb-humanities 311 25 1384 1384 CD 03-plumb-humanities 311 26 - - SYM 03-plumb-humanities 311 27 1397 1397 CD 03-plumb-humanities 311 28 . . . 03-plumb-humanities 312 1 Santa Santa NNP 03-plumb-humanities 312 2 Fe Fe NNP 03-plumb-humanities 312 3 , , , 03-plumb-humanities 312 4 New New NNP 03-plumb-humanities 312 5 Mexico Mexico NNP 03-plumb-humanities 312 6 : : : 03-plumb-humanities 312 7 Association Association NNP 03-plumb-humanities 312 8 for for IN 03-plumb-humanities 312 9 Computational Computational NNP 03-plumb-humanities 312 10 Linguistics Linguistics NNP 03-plumb-humanities 312 11 . . . 03-plumb-humanities 313 1 ? ? . 03-plumb-humanities 313 2 iiTb iitb UH 03-plumb-humanities 313 3 , , , 03-plumb-humanities 313 4 ffrrrX ffrrrX NNP 03-plumb-humanities 313 5 � � NNP 03-plumb-humanities 313 6 +Hr2#XQ`;f +hr2#xq`;f IN 03-plumb-humanities 313 7 � � : 03-plumb-humanities 313 8 Mi?QHQ;vf*R3@RRRd Mi?QHQ;vf*R3@RRRd NNS 03-plumb-humanities 313 9 . . . 03-plumb-humanities 314 1 Laubichler Laubichler NNP 03-plumb-humanities 314 2 , , , 03-plumb-humanities 314 3 Manfred Manfred NNP 03-plumb-humanities 314 4 D. D. NNP 03-plumb-humanities 314 5 , , , 03-plumb-humanities 314 6 Jane Jane NNP 03-plumb-humanities 314 7 Maienschein Maienschein NNP 03-plumb-humanities 314 8 , , , 03-plumb-humanities 314 9 and and CC 03-plumb-humanities 314 10 Jürgen Jürgen NNP 03-plumb-humanities 314 11 Renn Renn NNP 03-plumb-humanities 314 12 . . . 03-plumb-humanities 315 1 2019 2019 CD 03-plumb-humanities 315 2 . . . 03-plumb-humanities 316 1 “ " `` 03-plumb-humanities 316 2 Computational computational JJ 03-plumb-humanities 316 3 History history NN 03-plumb-humanities 316 4 of of IN 03-plumb-humanities 316 5 Knowledge knowledge NN 03-plumb-humanities 316 6 : : : 03-plumb-humanities 316 7 Challenges Challenges NNPS 03-plumb-humanities 316 8 and and CC 03-plumb-humanities 316 9 Opportunities Opportunities NNPS 03-plumb-humanities 316 10 . . . 03-plumb-humanities 316 11 ” " '' 03-plumb-humanities 316 12 Isis Isis NNP 03-plumb-humanities 316 13 110 110 CD 03-plumb-humanities 316 14 ( ( -LRB- 03-plumb-humanities 316 15 3 3 CD 03-plumb-humanities 316 16 ) ) -RRB- 03-plumb-humanities 316 17 : : : 03-plumb-humanities 316 18 502 502 CD 03-plumb-humanities 316 19 - - SYM 03-plumb-humanities 316 20 512 512 CD 03-plumb-humanities 316 21 . . . 03-plumb-humanities 317 1 Lin Lin NNP 03-plumb-humanities 317 2 , , , 03-plumb-humanities 317 3 Dekang Dekang NNP 03-plumb-humanities 317 4 . . . 03-plumb-humanities 318 1 1998 1998 CD 03-plumb-humanities 318 2 . . . 03-plumb-humanities 319 1 “ " `` 03-plumb-humanities 319 2 An an DT 03-plumb-humanities 319 3 Information Information NNP 03-plumb-humanities 319 4 - - HYPH 03-plumb-humanities 319 5 Theoretic Theoretic NNP 03-plumb-humanities 319 6 Definition Definition NNP 03-plumb-humanities 319 7 of of IN 03-plumb-humanities 319 8 Similarity Similarity NNP 03-plumb-humanities 319 9 . . . 03-plumb-humanities 319 10 ” " '' 03-plumb-humanities 319 11 In in IN 03-plumb-humanities 319 12 Proceedings Proceedings NNP 03-plumb-humanities 319 13 of of IN 03-plumb-humanities 319 14 the the DT 03-plumb-humanities 319 15 Fifteenth Fifteenth NNP 03-plumb-humanities 319 16 International International NNP 03-plumb-humanities 319 17 Conference Conference NNP 03-plumb-humanities 319 18 on on IN 03-plumb-humanities 319 19 Machine Machine NNP 03-plumb-humanities 319 20 Learning Learning NNP 03-plumb-humanities 319 21 , , , 03-plumb-humanities 319 22 296–304 296–304 CD 03-plumb-humanities 319 23 . . . 03-plumb-humanities 320 1 San San NNP 03-plumb-humanities 320 2 Francisco Francisco NNP 03-plumb-humanities 320 3 , , , 03-plumb-humanities 320 4 Califor- Califor- NNP 03-plumb-humanities 320 5 nia nia NN 03-plumb-humanities 320 6 : : : 03-plumb-humanities 320 7 Morgan Morgan NNP 03-plumb-humanities 320 8 Kaufmann Kaufmann NNP 03-plumb-humanities 320 9 Publishers Publishers NNPS 03-plumb-humanities 320 10 Inc. Inc. NNP 03-plumb-humanities 320 11 Mao Mao NNP 03-plumb-humanities 320 12 , , , 03-plumb-humanities 320 13 Rui Rui NNP 03-plumb-humanities 320 14 , , , 03-plumb-humanities 320 15 Chenghua Chenghua NNP 03-plumb-humanities 320 16 Lin Lin NNP 03-plumb-humanities 320 17 , , , 03-plumb-humanities 320 18 and and CC 03-plumb-humanities 320 19 Frank Frank NNP 03-plumb-humanities 320 20 Guerin Guerin NNP 03-plumb-humanities 320 21 . . . 03-plumb-humanities 321 1 2018 2018 CD 03-plumb-humanities 321 2 . . . 03-plumb-humanities 322 1 “ " `` 03-plumb-humanities 322 2 Word Word NNP 03-plumb-humanities 322 3 Embedding Embedding NNP 03-plumb-humanities 322 4 and and CC 03-plumb-humanities 322 5 WordNet WordNet NNP 03-plumb-humanities 322 6 Based Based NNP 03-plumb-humanities 322 7 Metaphor Metaphor NNP 03-plumb-humanities 322 8 Identification Identification NNP 03-plumb-humanities 322 9 and and CC 03-plumb-humanities 322 10 Interpretation Interpretation NNP 03-plumb-humanities 322 11 . . . 03-plumb-humanities 322 12 ” " '' 03-plumb-humanities 322 13 In in IN 03-plumb-humanities 322 14 Proceedings Proceedings NNP 03-plumb-humanities 322 15 of of IN 03-plumb-humanities 322 16 the the DT 03-plumb-humanities 322 17 56th 56th JJ 03-plumb-humanities 322 18 Annual Annual NNP 03-plumb-humanities 322 19 Meeting Meeting NNP 03-plumb-humanities 322 20 of of IN 03-plumb-humanities 322 21 the the DT 03-plumb-humanities 322 22 Association Association NNP 03-plumb-humanities 322 23 for for IN 03-plumb-humanities 322 24 Computational Computational NNP 03-plumb-humanities 322 25 Linguistics Linguistics NNP 03-plumb-humanities 322 26 ( ( -LRB- 03-plumb-humanities 322 27 Volume volume NN 03-plumb-humanities 322 28 1 1 CD 03-plumb-humanities 322 29 : : : 03-plumb-humanities 322 30 Long Long NNP 03-plumb-humanities 322 31 Papers Papers NNPS 03-plumb-humanities 322 32 ) ) -RRB- 03-plumb-humanities 322 33 , , , 03-plumb-humanities 322 34 1222–31 1222–31 NN 03-plumb-humanities 322 35 . . . 03-plumb-humanities 323 1 Mel- Mel- NNP 03-plumb-humanities 323 2 bourne bourne NNP 03-plumb-humanities 323 3 , , , 03-plumb-humanities 323 4 Australia Australia NNP 03-plumb-humanities 323 5 : : : 03-plumb-humanities 323 6 Association Association NNP 03-plumb-humanities 323 7 for for IN 03-plumb-humanities 323 8 Computational Computational NNP 03-plumb-humanities 323 9 Linguistics Linguistics NNP 03-plumb-humanities 323 10 . . . 03-plumb-humanities 324 1 ? ? . 03-plumb-humanities 324 2 iiTb iitb UH 03-plumb-humanities 324 3 , , , 03-plumb-humanities 324 4 ff ff NNP 03-plumb-humanities 324 5 / / SYM 03-plumb-humanities 324 6 QBXQ`;fRy QBXQ`;fRy NNPS 03-plumb-humanities 324 7 XR3e8jfpRfSR3@RRRj XR3e8jfpRfSR3@RRRj NNP 03-plumb-humanities 324 8 . . . 03-plumb-humanities 325 1 Nelson Nelson NNP 03-plumb-humanities 325 2 , , , 03-plumb-humanities 325 3 Laura Laura NNP 03-plumb-humanities 325 4 K. K. NNP 03-plumb-humanities 325 5 2020 2020 CD 03-plumb-humanities 325 6 . . . 03-plumb-humanities 326 1 “ " `` 03-plumb-humanities 326 2 Computational computational JJ 03-plumb-humanities 326 3 Grounded ground VBN 03-plumb-humanities 326 4 Theory theory NN 03-plumb-humanities 326 5 : : : 03-plumb-humanities 326 6 A a DT 03-plumb-humanities 326 7 Methodological Methodological NNP 03-plumb-humanities 326 8 Framework Framework NNP 03-plumb-humanities 326 9 . . . 03-plumb-humanities 326 10 ” " '' 03-plumb-humanities 326 11 Sociological Sociological NNP 03-plumb-humanities 326 12 Methods Methods NNPS 03-plumb-humanities 326 13 & & CC 03-plumb-humanities 326 14 Research Research NNP 03-plumb-humanities 326 15 49 49 CD 03-plumb-humanities 326 16 ( ( -LRB- 03-plumb-humanities 326 17 1 1 CD 03-plumb-humanities 326 18 ) ) -RRB- 03-plumb-humanities 326 19 : : : 03-plumb-humanities 326 20 3–42 3–42 LS 03-plumb-humanities 326 21 . . . 03-plumb-humanities 327 1 ? ? . 03-plumb-humanities 327 2 iiTb iitb UH 03-plumb-humanities 327 3 , , , 03-plumb-humanities 327 4 ff ff NNP 03-plumb-humanities 327 5 / / SYM 03-plumb-humanities 327 6 QBXQ`;fRyXRRddfyy9NRk9R QBXQ`;fRyXRRddfyy9NRk9R NNP 03-plumb-humanities 327 7 RddkNdyjX rddkndyjx CD 03-plumb-humanities 327 8 Noble noble JJ 03-plumb-humanities 327 9 , , , 03-plumb-humanities 327 10 Safiya Safiya NNP 03-plumb-humanities 327 11 Umoja Umoja NNP 03-plumb-humanities 327 12 . . . 03-plumb-humanities 328 1 2018 2018 CD 03-plumb-humanities 328 2 . . . 03-plumb-humanities 329 1 Algorithms Algorithms NNP 03-plumb-humanities 329 2 of of IN 03-plumb-humanities 329 3 Oppression Oppression NNP 03-plumb-humanities 329 4 : : : 03-plumb-humanities 329 5 How how WRB 03-plumb-humanities 329 6 Search Search NNP 03-plumb-humanities 329 7 Engines Engines NNPS 03-plumb-humanities 329 8 Reinforce Reinforce NNP 03-plumb-humanities 329 9 Racism Racism NNP 03-plumb-humanities 329 10 . . . 03-plumb-humanities 330 1 New New NNP 03-plumb-humanities 330 2 York York NNP 03-plumb-humanities 330 3 : : : 03-plumb-humanities 330 4 New New NNP 03-plumb-humanities 330 5 York York NNP 03-plumb-humanities 330 6 University University NNP 03-plumb-humanities 330 7 Press Press NNP 03-plumb-humanities 330 8 . . . 03-plumb-humanities 331 1 Poole Poole NNP 03-plumb-humanities 331 2 , , , 03-plumb-humanities 331 3 Alex Alex NNP 03-plumb-humanities 331 4 H. H. NNP 03-plumb-humanities 331 5 2013 2013 CD 03-plumb-humanities 331 6 . . . 03-plumb-humanities 332 1 “ " `` 03-plumb-humanities 332 2 Now now RB 03-plumb-humanities 332 3 Is be VBZ 03-plumb-humanities 332 4 the the DT 03-plumb-humanities 332 5 Future future NN 03-plumb-humanities 332 6 Now now RB 03-plumb-humanities 332 7 ? ? . 03-plumb-humanities 333 1 The the DT 03-plumb-humanities 333 2 Urgency Urgency NNP 03-plumb-humanities 333 3 of of IN 03-plumb-humanities 333 4 Digital Digital NNP 03-plumb-humanities 333 5 Curation Curation NNP 03-plumb-humanities 333 6 in in IN 03-plumb-humanities 333 7 the the DT 03-plumb-humanities 333 8 Digital Digital NNP 03-plumb-humanities 333 9 Humanities Humanities NNPS 03-plumb-humanities 333 10 . . . 03-plumb-humanities 333 11 ” " '' 03-plumb-humanities 333 12 Digital Digital NNP 03-plumb-humanities 333 13 Humanities Humanities NNP 03-plumb-humanities 333 14 Quarterly Quarterly NNP 03-plumb-humanities 333 15 7 7 CD 03-plumb-humanities 333 16 ( ( -LRB- 03-plumb-humanities 333 17 2 2 CD 03-plumb-humanities 333 18 ) ) -RRB- 03-plumb-humanities 333 19 . . . 03-plumb-humanities 334 1 ? ? . 03-plumb-humanities 334 2 iiT iiT VBN 03-plumb-humanities 334 3 , , , 03-plumb-humanities 334 4 ffrrrX ffrrrX NNP 03-plumb-humanities 334 5 / / SYM 03-plumb-humanities 334 6 B;Bi B;Bi NNP 03-plumb-humanities 334 7 � � NNP 03-plumb-humanities 334 8 H?mK H?mK NNP 03-plumb-humanities 334 9 � � NNP 03-plumb-humanities 334 10 MBiB2 mbib2 ADD 03-plumb-humanities 334 11 bXQ`;f/?[fpQHfdfkfyyyRejfyyyRejX?iKH bxq`;f/?[fpqhfdfkfyyyrejfyyyrejx?ikh FW 03-plumb-humanities 334 12 . . . 03-plumb-humanities 335 1 Potts Potts NNP 03-plumb-humanities 335 2 , , , 03-plumb-humanities 335 3 Christopher Christopher NNP 03-plumb-humanities 335 4 . . . 03-plumb-humanities 336 1 2019 2019 CD 03-plumb-humanities 336 2 . . . 03-plumb-humanities 337 1 “ " `` 03-plumb-humanities 337 2 A a DT 03-plumb-humanities 337 3 Case case NN 03-plumb-humanities 337 4 for for IN 03-plumb-humanities 337 5 Deep Deep NNP 03-plumb-humanities 337 6 Learning Learning NNP 03-plumb-humanities 337 7 in in IN 03-plumb-humanities 337 8 Semantics semantic NNS 03-plumb-humanities 337 9 : : : 03-plumb-humanities 337 10 Response response NN 03-plumb-humanities 337 11 to to IN 03-plumb-humanities 337 12 Pater Pater NNP 03-plumb-humanities 337 13 . . . 03-plumb-humanities 337 14 ” " '' 03-plumb-humanities 337 15 Lan- lan- NN 03-plumb-humanities 337 16 guage guage NN 03-plumb-humanities 337 17 95 95 CD 03-plumb-humanities 337 18 ( ( -LRB- 03-plumb-humanities 337 19 1 1 CD 03-plumb-humanities 337 20 ) ) -RRB- 03-plumb-humanities 337 21 : : : 03-plumb-humanities 337 22 e115–24 e115–24 NNP 03-plumb-humanities 337 23 . . . 03-plumb-humanities 338 1 ? ? . 03-plumb-humanities 338 2 iiTb iitb UH 03-plumb-humanities 338 3 , , , 03-plumb-humanities 338 4 ff ff NNP 03-plumb-humanities 338 5 / / SYM 03-plumb-humanities 338 6 QBXQ`;fRyXRj8jfH QBXQ`;fRyXRj8jfH NNP 03-plumb-humanities 338 7 � � NNP 03-plumb-humanities 338 8 MXkyRNXyyRN MXkyRNXyyRN NNP 03-plumb-humanities 338 9 . . . 03-plumb-humanities 339 1 Rhody Rhody NNP 03-plumb-humanities 339 2 , , , 03-plumb-humanities 339 3 Lisa Lisa NNP 03-plumb-humanities 339 4 . . . 03-plumb-humanities 340 1 2017 2017 CD 03-plumb-humanities 340 2 . . . 03-plumb-humanities 341 1 “ " `` 03-plumb-humanities 341 2 Beyond beyond IN 03-plumb-humanities 341 3 Darwinian darwinian JJ 03-plumb-humanities 341 4 Distance Distance NNP 03-plumb-humanities 341 5 : : : 03-plumb-humanities 341 6 Situating situate VBG 03-plumb-humanities 341 7 Distant distant JJ 03-plumb-humanities 341 8 Reading reading NN 03-plumb-humanities 341 9 in in IN 03-plumb-humanities 341 10 a a DT 03-plumb-humanities 341 11 Feminist Feminist NNP 03-plumb-humanities 341 12 Ut Ut NNP 03-plumb-humanities 341 13 Pictura Pictura NNP 03-plumb-humanities 341 14 Poesis Poesis NNP 03-plumb-humanities 341 15 Tradition Tradition NNP 03-plumb-humanities 341 16 . . . 03-plumb-humanities 341 17 ” " '' 03-plumb-humanities 341 18 PMLA PMLA NNP 03-plumb-humanities 341 19 132 132 CD 03-plumb-humanities 341 20 ( ( -LRB- 03-plumb-humanities 341 21 3 3 CD 03-plumb-humanities 341 22 ) ) -RRB- 03-plumb-humanities 341 23 : : : 03-plumb-humanities 341 24 659 659 CD 03-plumb-humanities 341 25 - - SYM 03-plumb-humanities 341 26 667 667 CD 03-plumb-humanities 341 27 . . . 03-plumb-humanities 342 1 Risam Risam NNP 03-plumb-humanities 342 2 , , , 03-plumb-humanities 342 3 Roopika Roopika NNP 03-plumb-humanities 342 4 . . . 03-plumb-humanities 343 1 2018 2018 CD 03-plumb-humanities 343 2 . . . 03-plumb-humanities 344 1 “ " `` 03-plumb-humanities 344 2 Decolonizing decolonize VBG 03-plumb-humanities 344 3 the the DT 03-plumb-humanities 344 4 Digital Digital NNP 03-plumb-humanities 344 5 Humanities Humanities NNPS 03-plumb-humanities 344 6 in in IN 03-plumb-humanities 344 7 Theory Theory NNP 03-plumb-humanities 344 8 and and CC 03-plumb-humanities 344 9 Practice Practice NNP 03-plumb-humanities 344 10 . . . 03-plumb-humanities 344 11 ” " '' 03-plumb-humanities 344 12 In in IN 03-plumb-humanities 344 13 The the DT 03-plumb-humanities 344 14 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295x.114.2.211 NN 03-plumb-humanities 344 15 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295X.114.2.211 NFP 03-plumb-humanities 344 16 https://muse.jhu.edu/article/771132 https://muse.jhu.edu/article/771132 NN 03-plumb-humanities 344 17 https://www.csee.umbc.edu/~hillol/NGDM07/abstracts/talks/MKirschenbaum.pdf https://www.csee.umbc.edu/~hillol/ngdm07/abstracts/talks/mkirschenbaum.pdf ADD 03-plumb-humanities 344 18 https://www.csee.umbc.edu/~hillol/NGDM07/abstracts/talks/MKirschenbaum.pdf https://www.csee.umbc.edu/~hillol/ngdm07/abstracts/talks/mkirschenbaum.pdf ADD 03-plumb-humanities 344 19 https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses-5/ https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses-5/ NNP 03-plumb-humanities 344 20 https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses-5/ https://critinq.wordpress.com/2019/04/01/computational-literary-studies-participant-forum-responses-5/ NNP 03-plumb-humanities 344 21 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 NNP 03-plumb-humanities 344 22 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 NNP 03-plumb-humanities 344 23 https://doi.org/10.1177/0003122419877135 https://doi.org/10.1177/0003122419877135 FW 03-plumb-humanities 344 24 https://www.aclweb.org/anthology/C18-1117 https://www.aclweb.org/anthology/C18-1117 '' 03-plumb-humanities 344 25 https://doi.org/10.18653/v1/P18-1113 https://doi.org/10.18653/v1/P18-1113 VBG 03-plumb-humanities 344 26 https://doi.org/10.18653/v1/P18-1113 https://doi.org/10.18653/v1/P18-1113 NNPS 03-plumb-humanities 344 27 https://doi.org/10.1177/0049124117729703 https://doi.org/10.1177/0049124117729703 JJ 03-plumb-humanities 344 28 . . . 03-plumb-humanities 345 1 https://doi.org/10.1177/0049124117729703 https://doi.org/10.1177/0049124117729703 NNP 03-plumb-humanities 345 2 . . . 03-plumb-humanities 346 1 http://www.digitalhumanities.org/dhq/vol/7/2/000163/000163.html http://www.digitalhumanities.org/dhq/vol/7/2/000163/000163.html ADD 03-plumb-humanities 346 2 http://www.digitalhumanities.org/dhq/vol/7/2/000163/000163.html http://www.digitalhumanities.org/dhq/vol/7/2/000163/000163.html NNP 03-plumb-humanities 346 3 https://doi.org/10.1353/lan.2019.0019 https://doi.org/10.1353/lan.2019.0019 $ 03-plumb-humanities 346 4 42 42 CD 03-plumb-humanities 346 5 Machine Machine NNP 03-plumb-humanities 346 6 Learning Learning NNP 03-plumb-humanities 346 7 , , , 03-plumb-humanities 346 8 Libraries Libraries NNPS 03-plumb-humanities 346 9 , , , 03-plumb-humanities 346 10 and and CC 03-plumb-humanities 346 11 Cross Cross NNP 03-plumb-humanities 346 12 - - NNP 03-plumb-humanities 346 13 Disciplinary Disciplinary NNP 03-plumb-humanities 346 14 ResearchǔChapter ResearchǔChapter NNP 03-plumb-humanities 346 15 3 3 CD 03-plumb-humanities 346 16 Routledge Routledge NNP 03-plumb-humanities 346 17 Companion Companion NNP 03-plumb-humanities 346 18 to to IN 03-plumb-humanities 346 19 Media Media NNP 03-plumb-humanities 346 20 Studies Studies NNP 03-plumb-humanities 346 21 and and CC 03-plumb-humanities 346 22 Digital Digital NNP 03-plumb-humanities 346 23 Humanities Humanities NNPS 03-plumb-humanities 346 24 , , , 03-plumb-humanities 346 25 edited edit VBN 03-plumb-humanities 346 26 by by IN 03-plumb-humanities 346 27 Jentery Jentery NNP 03-plumb-humanities 346 28 Sayers Sayers NNP 03-plumb-humanities 346 29 , , , 03-plumb-humanities 346 30 78–86 78–86 CD 03-plumb-humanities 346 31 . . . 03-plumb-humanities 347 1 New New NNP 03-plumb-humanities 347 2 York York NNP 03-plumb-humanities 347 3 : : : 03-plumb-humanities 347 4 Routledge Routledge NNP 03-plumb-humanities 347 5 . . . 03-plumb-humanities 348 1 Roh Roh NNP 03-plumb-humanities 348 2 , , , 03-plumb-humanities 348 3 Yuji Yuji NNP 03-plumb-humanities 348 4 , , , 03-plumb-humanities 348 5 Geon Geon NNP 03-plumb-humanities 348 6 Heo Heo NNP 03-plumb-humanities 348 7 , , , 03-plumb-humanities 348 8 and and CC 03-plumb-humanities 348 9 Steven Steven NNP 03-plumb-humanities 348 10 Euijong Euijong NNP 03-plumb-humanities 348 11 Whang Whang NNP 03-plumb-humanities 348 12 . . . 03-plumb-humanities 349 1 2019 2019 CD 03-plumb-humanities 349 2 . . . 03-plumb-humanities 350 1 “ " `` 03-plumb-humanities 350 2 A a DT 03-plumb-humanities 350 3 Survey Survey NNP 03-plumb-humanities 350 4 on on IN 03-plumb-humanities 350 5 Data Data NNP 03-plumb-humanities 350 6 Collection Collection NNP 03-plumb-humanities 350 7 for for IN 03-plumb-humanities 350 8 Ma- Ma- NNP 03-plumb-humanities 350 9 chine chine NN 03-plumb-humanities 350 10 Learning learning NN 03-plumb-humanities 350 11 : : : 03-plumb-humanities 350 12 A a DT 03-plumb-humanities 350 13 Big Big NNP 03-plumb-humanities 350 14 Data Data NNP 03-plumb-humanities 350 15 - - HYPH 03-plumb-humanities 350 16 AI AI NNP 03-plumb-humanities 350 17 Integration Integration NNP 03-plumb-humanities 350 18 Perspective Perspective NNP 03-plumb-humanities 350 19 . . . 03-plumb-humanities 350 20 ” " '' 03-plumb-humanities 350 21 IEEE IEEE NNP 03-plumb-humanities 350 22 Transactions Transactions NNPS 03-plumb-humanities 350 23 on on IN 03-plumb-humanities 350 24 Knowledge Knowledge NNP 03-plumb-humanities 350 25 and and CC 03-plumb-humanities 350 26 Data Data NNP 03-plumb-humanities 350 27 Engineering Engineering NNP 03-plumb-humanities 350 28 Early early JJ 03-plumb-humanities 350 29 Access access NN 03-plumb-humanities 350 30 : : : 03-plumb-humanities 350 31 1–20 1–20 CD 03-plumb-humanities 350 32 . . . 03-plumb-humanities 351 1 ? ? . 03-plumb-humanities 351 2 iiTb iitb UH 03-plumb-humanities 351 3 , , , 03-plumb-humanities 351 4 ff ff NNP 03-plumb-humanities 351 5 / / SYM 03-plumb-humanities 351 6 QBXQ`;fRyXRRyNfhE.1XkyRNX QBXQ`;fRyXRRyNfhE.1XkyRNX NNP 03-plumb-humanities 351 7 kN9eRek kN9eRek NNP 03-plumb-humanities 351 8 . . . 03-plumb-humanities 352 1 Tversky Tversky NNP 03-plumb-humanities 352 2 , , , 03-plumb-humanities 352 3 Amos Amos NNP 03-plumb-humanities 352 4 . . . 03-plumb-humanities 353 1 “ " `` 03-plumb-humanities 353 2 Features feature NNS 03-plumb-humanities 353 3 of of IN 03-plumb-humanities 353 4 Similarity similarity NN 03-plumb-humanities 353 5 . . . 03-plumb-humanities 353 6 ” " '' 03-plumb-humanities 353 7 Psychological Psychological NNP 03-plumb-humanities 353 8 Review Review NNP 03-plumb-humanities 353 9 84 84 CD 03-plumb-humanities 353 10 ( ( -LRB- 03-plumb-humanities 353 11 4 4 CD 03-plumb-humanities 353 12 ) ) -RRB- 03-plumb-humanities 353 13 : : : 03-plumb-humanities 353 14 327–52 327–52 CD 03-plumb-humanities 353 15 . . . 03-plumb-humanities 354 1 ? ? . 03-plumb-humanities 354 2 iiTb iitb UH 03-plumb-humanities 354 3 , , , 03-plumb-humanities 354 4 ff ff NNP 03-plumb-humanities 354 5 / / SYM 03-plumb-humanities 354 6 QBX QBX NNP 03-plumb-humanities 354 7 Q`;fRyXRyjdfyyjj@kN8sX39X9Xjkd Q`;fRyXRyjdfyyjj@kN8sX39X9Xjkd NNP 03-plumb-humanities 354 8 . . . 03-plumb-humanities 355 1 Underwood Underwood NNP 03-plumb-humanities 355 2 , , , 03-plumb-humanities 355 3 Ted Ted NNP 03-plumb-humanities 355 4 . . . 03-plumb-humanities 356 1 2019 2019 CD 03-plumb-humanities 356 2 . . . 03-plumb-humanities 357 1 Distant Distant NNP 03-plumb-humanities 357 2 Horizons Horizons NNPS 03-plumb-humanities 357 3 : : : 03-plumb-humanities 357 4 Digital Digital NNP 03-plumb-humanities 357 5 Evidence Evidence NNP 03-plumb-humanities 357 6 and and CC 03-plumb-humanities 357 7 Literary Literary NNP 03-plumb-humanities 357 8 Change Change NNP 03-plumb-humanities 357 9 . . . 03-plumb-humanities 358 1 Chicago Chicago NNP 03-plumb-humanities 358 2 : : : 03-plumb-humanities 358 3 University University NNP 03-plumb-humanities 358 4 of of IN 03-plumb-humanities 358 5 Chicago Chicago NNP 03-plumb-humanities 358 6 Press Press NNP 03-plumb-humanities 358 7 . . . 03-plumb-humanities 359 1 Whitt Whitt NNP 03-plumb-humanities 359 2 , , , 03-plumb-humanities 359 3 Richard Richard NNP 03-plumb-humanities 359 4 J. J. NNP 03-plumb-humanities 359 5 , , , 03-plumb-humanities 359 6 ed ed NNP 03-plumb-humanities 359 7 . . . 03-plumb-humanities 360 1 2018 2018 CD 03-plumb-humanities 360 2 . . . 03-plumb-humanities 361 1 Diachronic Diachronic NNP 03-plumb-humanities 361 2 Corpora Corpora NNP 03-plumb-humanities 361 3 , , , 03-plumb-humanities 361 4 Genre Genre NNP 03-plumb-humanities 361 5 , , , 03-plumb-humanities 361 6 and and CC 03-plumb-humanities 361 7 Language Language NNP 03-plumb-humanities 361 8 Change Change NNP 03-plumb-humanities 361 9 . . . 03-plumb-humanities 362 1 John John NNP 03-plumb-humanities 362 2 Benjamins Benjamins NNP 03-plumb-humanities 362 3 Publishing Publishing NNP 03-plumb-humanities 362 4 Company Company NNP 03-plumb-humanities 362 5 . . . 03-plumb-humanities 363 1 https://doi.org/10.1109/TKDE.2019.2946162 https://doi.org/10.1109/TKDE.2019.2946162 NNP 03-plumb-humanities 363 2 https://doi.org/10.1109/TKDE.2019.2946162 https://doi.org/10.1109/TKDE.2019.2946162 NNP 03-plumb-humanities 363 3 https://doi.org/10.1037/0033-295X.84.4.327 https://doi.org/10.1037/0033-295X.84.4.327 NNP 03-plumb-humanities 363 4 https://doi.org/10.1037/0033-295X.84.4.327 https://doi.org/10.1037/0033-295X.84.4.327 NNP