id sid tid token lemma pos plumb-humanities-2021 1 1 Chapter chapter NN plumb-humanities-2021 1 2 3 3 CD plumb-humanities-2021 1 3 Humanities Humanities NNPS plumb-humanities-2021 1 4 and and CC plumb-humanities-2021 1 5 Social Social NNP plumb-humanities-2021 1 6 Science Science NNP plumb-humanities-2021 1 7 Reading read VBG plumb-humanities-2021 1 8 through through IN plumb-humanities-2021 1 9 Machine Machine NNP plumb-humanities-2021 1 10 Learning Learning NNP plumb-humanities-2021 1 11 Marisa Marisa NNP plumb-humanities-2021 1 12 Plumb Plumb NNP plumb-humanities-2021 1 13 San San NNP plumb-humanities-2021 1 14 Jose Jose NNP plumb-humanities-2021 1 15 State State NNP plumb-humanities-2021 1 16 University University NNP plumb-humanities-2021 1 17 Introduction Introduction NNP plumb-humanities-2021 1 18 The the DT plumb-humanities-2021 1 19 purposes purpose NNS plumb-humanities-2021 1 20 of of IN plumb-humanities-2021 1 21 computational computational JJ plumb-humanities-2021 1 22 literary literary JJ plumb-humanities-2021 1 23 studies study NNS plumb-humanities-2021 1 24 have have VBP plumb-humanities-2021 1 25 evolved evolve VBN plumb-humanities-2021 1 26 and and CC plumb-humanities-2021 1 27 diversified diversify VBD plumb-humanities-2021 1 28 a a DT plumb-humanities-2021 1 29 great great JJ plumb-humanities-2021 1 30 deal deal NN plumb-humanities-2021 1 31 over over IN plumb-humanities-2021 1 32 the the DT plumb-humanities-2021 1 33 last last JJ plumb-humanities-2021 1 34 half half JJ plumb-humanities-2021 1 35 century century NN plumb-humanities-2021 1 36 . . . plumb-humanities-2021 2 1 Within within IN plumb-humanities-2021 2 2 this this DT plumb-humanities-2021 2 3 dynamic dynamic JJ plumb-humanities-2021 2 4 and and CC plumb-humanities-2021 2 5 often often RB plumb-humanities-2021 2 6 contentious contentious JJ plumb-humanities-2021 2 7 space space NN plumb-humanities-2021 2 8 , , , plumb-humanities-2021 2 9 a a DT plumb-humanities-2021 2 10 set set NN plumb-humanities-2021 2 11 of of IN plumb-humanities-2021 2 12 fundamental fundamental JJ plumb-humanities-2021 2 13 ques- ques- NN plumb-humanities-2021 2 14 tions tion NNS plumb-humanities-2021 2 15 deserve deserve VBP plumb-humanities-2021 2 16 our -PRON- PRP$ plumb-humanities-2021 2 17 collective collective JJ plumb-humanities-2021 2 18 attention attention NN plumb-humanities-2021 2 19 : : : plumb-humanities-2021 2 20 does do VBZ plumb-humanities-2021 2 21 the the DT plumb-humanities-2021 2 22 computation computation NN plumb-humanities-2021 2 23 and and CC plumb-humanities-2021 2 24 digitization digitization NN plumb-humanities-2021 2 25 of of IN plumb-humanities-2021 2 26 language language NN plumb-humanities-2021 2 27 recast recast VB plumb-humanities-2021 2 28 the the DT plumb-humanities-2021 2 29 ways way NNS plumb-humanities-2021 2 30 we -PRON- PRP plumb-humanities-2021 2 31 read read VBP plumb-humanities-2021 2 32 , , , plumb-humanities-2021 2 33 value value NN plumb-humanities-2021 2 34 , , , plumb-humanities-2021 2 35 and and CC plumb-humanities-2021 2 36 receive receive VB plumb-humanities-2021 2 37 words word NNS plumb-humanities-2021 2 38 ? ? . plumb-humanities-2021 3 1 In in IN plumb-humanities-2021 3 2 what what WDT plumb-humanities-2021 3 3 ways way NNS plumb-humanities-2021 3 4 can can MD plumb-humanities-2021 3 5 research research VB plumb-humanities-2021 3 6 and and CC plumb-humanities-2021 3 7 scholarship scholarship VB plumb-humanities-2021 3 8 on on IN plumb-humanities-2021 3 9 lit- lit- NNS plumb-humanities-2021 3 10 erature erature NN plumb-humanities-2021 3 11 become become VB plumb-humanities-2021 3 12 a a DT plumb-humanities-2021 3 13 more more RBR plumb-humanities-2021 3 14 meaningful meaningful JJ plumb-humanities-2021 3 15 part part NN plumb-humanities-2021 3 16 of of IN plumb-humanities-2021 3 17 the the DT plumb-humanities-2021 3 18 future future JJ plumb-humanities-2021 3 19 development development NN plumb-humanities-2021 3 20 of of IN plumb-humanities-2021 3 21 computer computer NN plumb-humanities-2021 3 22 systems system NNS plumb-humanities-2021 3 23 ? ? . plumb-humanities-2021 4 1 As as IN plumb-humanities-2021 4 2 the the DT plumb-humanities-2021 4 3 theory theory NN plumb-humanities-2021 4 4 and and CC plumb-humanities-2021 4 5 practice practice NN plumb-humanities-2021 4 6 of of IN plumb-humanities-2021 4 7 computational computational JJ plumb-humanities-2021 4 8 literary literary JJ plumb-humanities-2021 4 9 studies study NNS plumb-humanities-2021 4 10 evolve evolve VB plumb-humanities-2021 4 11 , , , plumb-humanities-2021 4 12 their -PRON- PRP$ plumb-humanities-2021 4 13 potential potential NN plumb-humanities-2021 4 14 to to TO plumb-humanities-2021 4 15 play play VB plumb-humanities-2021 4 16 a a DT plumb-humanities-2021 4 17 direct direct JJ plumb-humanities-2021 4 18 role role NN plumb-humanities-2021 4 19 in in IN plumb-humanities-2021 4 20 revising revise VBG plumb-humanities-2021 4 21 historical historical JJ plumb-humanities-2021 4 22 narratives narrative NNS plumb-humanities-2021 4 23 and and CC plumb-humanities-2021 4 24 framing frame VBG plumb-humanities-2021 4 25 new new JJ plumb-humanities-2021 4 26 research research NN plumb-humanities-2021 4 27 questions question NNS plumb-humanities-2021 4 28 poses pose VBZ plumb-humanities-2021 4 29 cross cross JJ plumb-humanities-2021 4 30 - - JJ plumb-humanities-2021 4 31 disciplinary disciplinary JJ plumb-humanities-2021 4 32 implications implication NNS plumb-humanities-2021 4 33 . . . plumb-humanities-2021 5 1 It -PRON- PRP plumb-humanities-2021 5 2 ’s ’ VBZ plumb-humanities-2021 5 3 worthwhile worthwhile JJ plumb-humanities-2021 5 4 to to TO plumb-humanities-2021 5 5 anchor anchor VB plumb-humanities-2021 5 6 these these DT plumb-humanities-2021 5 7 questions question NNS plumb-humanities-2021 5 8 in in IN plumb-humanities-2021 5 9 the the DT plumb-humanities-2021 5 10 origin origin NN plumb-humanities-2021 5 11 stories story NNS plumb-humanities-2021 5 12 that that WDT plumb-humanities-2021 5 13 today today NN plumb-humanities-2021 5 14 ’s ’s , plumb-humanities-2021 5 15 digital digital JJ plumb-humanities-2021 5 16 humanists humanist NNS plumb-humanities-2021 5 17 tell tell VB plumb-humanities-2021 5 18 , , , plumb-humanities-2021 5 19 from from IN plumb-humanities-2021 5 20 the the DT plumb-humanities-2021 5 21 work work NN plumb-humanities-2021 5 22 of of IN plumb-humanities-2021 5 23 Josephine Josephine NNP plumb-humanities-2021 5 24 Miles Miles NNP plumb-humanities-2021 5 25 at at IN plumb-humanities-2021 5 26 Berkeley Berkeley NNP plumb-humanities-2021 5 27 in in IN plumb-humanities-2021 5 28 the the DT plumb-humanities-2021 5 29 1930s 1930 NNS plumb-humanities-2021 5 30 ( ( -LRB- plumb-humanities-2021 5 31 Buurma Buurma NNP plumb-humanities-2021 5 32 and and CC plumb-humanities-2021 5 33 Heffernan Heffernan NNP plumb-humanities-2021 5 34 2018 2018 CD plumb-humanities-2021 5 35 ) ) -RRB- plumb-humanities-2021 5 36 to to IN plumb-humanities-2021 5 37 Roberto Roberto NNP plumb-humanities-2021 5 38 Busa Busa NNP plumb-humanities-2021 5 39 ’s ’s POS plumb-humanities-2021 5 40 work work NN plumb-humanities-2021 5 41 in in IN plumb-humanities-2021 5 42 the the DT plumb-humanities-2021 5 43 1940s 1940 NNS plumb-humanities-2021 5 44 to to TO plumb-humanities-2021 5 45 work work VB plumb-humanities-2021 5 46 that that DT plumb-humanities-2021 5 47 links link VBZ plumb-humanities-2021 5 48 Structuralism Structuralism NNP plumb-humanities-2021 5 49 and and CC plumb-humanities-2021 5 50 Russian Russian NNP plumb-humanities-2021 5 51 Formalism Formalism NNP plumb-humanities-2021 5 52 at at IN plumb-humanities-2021 5 53 the the DT plumb-humanities-2021 5 54 turn turn NN plumb-humanities-2021 5 55 of of IN plumb-humanities-2021 5 56 the the DT plumb-humanities-2021 5 57 19th 19th JJ plumb-humanities-2021 5 58 century century NN plumb-humanities-2021 5 59 ( ( -LRB- plumb-humanities-2021 5 60 Algee Algee NNP plumb-humanities-2021 5 61 - - HYPH plumb-humanities-2021 5 62 Hewitt Hewitt NNP plumb-humanities-2021 5 63 2015 2015 CD plumb-humanities-2021 5 64 ) ) -RRB- plumb-humanities-2021 5 65 to to IN plumb-humanities-2021 5 66 today today NN plumb-humanities-2021 5 67 ’s ’s POS plumb-humanities-2021 5 68 systemized systemized JJ plumb-humanities-2021 5 69 explorations exploration NNS plumb-humanities-2021 5 70 of of IN plumb-humanities-2021 5 71 texts text NNS plumb-humanities-2021 5 72 . . . plumb-humanities-2021 6 1 The the DT plumb-humanities-2021 6 2 sciences science NNS plumb-humanities-2021 6 3 and and CC plumb-humanities-2021 6 4 humanities humanity NNS plumb-humanities-2021 6 5 have have VBP plumb-humanities-2021 6 6 a a DT plumb-humanities-2021 6 7 shared share VBN plumb-humanities-2021 6 8 history history NN plumb-humanities-2021 6 9 in in IN plumb-humanities-2021 6 10 their -PRON- PRP$ plumb-humanities-2021 6 11 desire desire NN plumb-humanities-2021 6 12 to to TO plumb-humanities-2021 6 13 solve solve VB plumb-humanities-2021 6 14 the the DT plumb-humanities-2021 6 15 patterns pattern NNS plumb-humanities-2021 6 16 and and CC plumb-humanities-2021 6 17 systems system NNS plumb-humanities-2021 6 18 that that WDT plumb-humanities-2021 6 19 make make VBP plumb-humanities-2021 6 20 language language NN plumb-humanities-2021 6 21 functional functional JJ plumb-humanities-2021 6 22 and and CC plumb-humanities-2021 6 23 impactful impactful JJ plumb-humanities-2021 6 24 , , , plumb-humanities-2021 6 25 and and CC plumb-humanities-2021 6 26 there there EX plumb-humanities-2021 6 27 have have VBP plumb-humanities-2021 6 28 long long RB plumb-humanities-2021 6 29 been be VBN plumb-humanities-2021 6 30 linguistic linguistic JJ plumb-humanities-2021 6 31 and and CC plumb-humanities-2021 6 32 computational computational JJ plumb-humanities-2021 6 33 tools tool NNS plumb-humanities-2021 6 34 that that WDT plumb-humanities-2021 6 35 help help VBP plumb-humanities-2021 6 36 advance advance VB plumb-humanities-2021 6 37 this this DT plumb-humanities-2021 6 38 work work NN plumb-humanities-2021 6 39 . . . plumb-humanities-2021 7 1 What what WP plumb-humanities-2021 7 2 ’s ’ VBZ plumb-humanities-2021 7 3 more more RBR plumb-humanities-2021 7 4 challenging challenging JJ plumb-humanities-2021 7 5 to to IN plumb-humanities-2021 7 6 unravel unravel VB plumb-humanities-2021 7 7 and and CC plumb-humanities-2021 7 8 articulate articulate VB plumb-humanities-2021 7 9 from from IN plumb-humanities-2021 7 10 these these DT plumb-humanities-2021 7 11 origin origin NN plumb-humanities-2021 7 12 stories story NNS plumb-humanities-2021 7 13 are be VBP plumb-humanities-2021 7 14 the the DT plumb-humanities-2021 7 15 mathematical mathematical JJ plumb-humanities-2021 7 16 concepts concept NNS plumb-humanities-2021 7 17 behind behind IN plumb-humanities-2021 7 18 the the DT plumb-humanities-2021 7 19 tools tool NNS plumb-humanities-2021 7 20 that that WDT plumb-humanities-2021 7 21 humanists humanist VBZ plumb-humanities-2021 7 22 wield wield VBP plumb-humanities-2021 7 23 . . . plumb-humanities-2021 8 1 Ideally ideally RB plumb-humanities-2021 8 2 one one PRP plumb-humanities-2021 8 3 would would MD plumb-humanities-2021 8 4 navigate navigate VB plumb-humanities-2021 8 5 this this DT plumb-humanities-2021 8 6 historical historical JJ plumb-humanities-2021 8 7 landscape landscape NN plumb-humanities-2021 8 8 when when WRB plumb-humanities-2021 8 9 assessing assess VBG plumb-humanities-2021 8 10 the the DT plumb-humanities-2021 8 11 fitness fitness NN plumb-humanities-2021 8 12 of of IN plumb-humanities-2021 8 13 any any DT plumb-humanities-2021 8 14 given give VBN plumb-humanities-2021 8 15 computational computational JJ plumb-humanities-2021 8 16 technique technique NN plumb-humanities-2021 8 17 for for IN plumb-humanities-2021 8 18 addressing address VBG plumb-humanities-2021 8 19 a a DT plumb-humanities-2021 8 20 specific specific JJ plumb-humanities-2021 8 21 humanities humanity NNS plumb-humanities-2021 8 22 research research NN plumb-humanities-2021 8 23 question question NN plumb-humanities-2021 8 24 , , , plumb-humanities-2021 8 25 but but CC plumb-humanities-2021 8 26 often often RB plumb-humanities-2021 8 27 researchers researcher NNS plumb-humanities-2021 8 28 choose choose VBP plumb-humanities-2021 8 29 29 29 CD plumb-humanities-2021 8 30 30 30 CD plumb-humanities-2021 8 31 Machine Machine NNP plumb-humanities-2021 8 32 Learning Learning NNP plumb-humanities-2021 8 33 , , , plumb-humanities-2021 8 34 Libraries Libraries NNPS plumb-humanities-2021 8 35 , , , plumb-humanities-2021 8 36 and and CC plumb-humanities-2021 8 37 Cross Cross NNP plumb-humanities-2021 8 38 - - NNP plumb-humanities-2021 8 39 Disciplinary Disciplinary NNP plumb-humanities-2021 8 40 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 8 41 3 3 CD plumb-humanities-2021 8 42 tools tool NNS plumb-humanities-2021 8 43 because because IN plumb-humanities-2021 8 44 they -PRON- PRP plumb-humanities-2021 8 45 are be VBP plumb-humanities-2021 8 46 powerful powerful JJ plumb-humanities-2021 8 47 and and CC plumb-humanities-2021 8 48 popular popular JJ plumb-humanities-2021 8 49 , , , plumb-humanities-2021 8 50 without without IN plumb-humanities-2021 8 51 a a DT plumb-humanities-2021 8 52 robust robust JJ plumb-humanities-2021 8 53 understanding understanding NN plumb-humanities-2021 8 54 of of IN plumb-humanities-2021 8 55 the the DT plumb-humanities-2021 8 56 conceptual conceptual JJ plumb-humanities-2021 8 57 assumptions assumption NNS plumb-humanities-2021 8 58 they -PRON- PRP plumb-humanities-2021 8 59 embody embody VBP plumb-humanities-2021 8 60 , , , plumb-humanities-2021 8 61 which which WDT plumb-humanities-2021 8 62 are be VBP plumb-humanities-2021 8 63 defined define VBN plumb-humanities-2021 8 64 by by IN plumb-humanities-2021 8 65 the the DT plumb-humanities-2021 8 66 mathematical mathematical JJ plumb-humanities-2021 8 67 and and CC plumb-humanities-2021 8 68 statistical statistical JJ plumb-humanities-2021 8 69 principles principle NNS plumb-humanities-2021 8 70 they -PRON- PRP plumb-humanities-2021 8 71 are be VBP plumb-humanities-2021 8 72 based base VBN plumb-humanities-2021 8 73 on on IN plumb-humanities-2021 8 74 . . . plumb-humanities-2021 9 1 This this DT plumb-humanities-2021 9 2 can can MD plumb-humanities-2021 9 3 make make VB plumb-humanities-2021 9 4 it -PRON- PRP plumb-humanities-2021 9 5 difficult difficult JJ plumb-humanities-2021 9 6 to to TO plumb-humanities-2021 9 7 generate generate VB plumb-humanities-2021 9 8 reproducible reproducible NN plumb-humanities-2021 9 9 results result NNS plumb-humanities-2021 9 10 that that WDT plumb-humanities-2021 9 11 contribute contribute VBP plumb-humanities-2021 9 12 to to IN plumb-humanities-2021 9 13 a a DT plumb-humanities-2021 9 14 tool tool NN plumb-humanities-2021 9 15 ’s ’s POS plumb-humanities-2021 9 16 methodological methodological JJ plumb-humanities-2021 9 17 development development NN plumb-humanities-2021 9 18 . . . plumb-humanities-2021 10 1 This this DT plumb-humanities-2021 10 2 is be VBZ plumb-humanities-2021 10 3 related related JJ plumb-humanities-2021 10 4 to to IN plumb-humanities-2021 10 5 a a DT plumb-humanities-2021 10 6 set set NN plumb-humanities-2021 10 7 of of IN plumb-humanities-2021 10 8 issues issue NNS plumb-humanities-2021 10 9 that that WDT plumb-humanities-2021 10 10 drive drive VBP plumb-humanities-2021 10 11 debates debate NNS plumb-humanities-2021 10 12 among among IN plumb-humanities-2021 10 13 computationally computationally RB plumb-humanities-2021 10 14 - - HYPH plumb-humanities-2021 10 15 minded minded JJ plumb-humanities-2021 10 16 scholars scholar NNS plumb-humanities-2021 10 17 , , , plumb-humanities-2021 10 18 which which WDT plumb-humanities-2021 10 19 regularly regularly RB plumb-humanities-2021 10 20 appear appear VBP plumb-humanities-2021 10 21 in in IN plumb-humanities-2021 10 22 digital digital JJ plumb-humanities-2021 10 23 humanities humanity NNS plumb-humanities-2021 10 24 forums forum NNS plumb-humanities-2021 10 25 . . . plumb-humanities-2021 11 1 In in IN plumb-humanities-2021 11 2 2019 2019 CD plumb-humanities-2021 11 3 , , , plumb-humanities-2021 11 4 for for IN plumb-humanities-2021 11 5 instance instance NN plumb-humanities-2021 11 6 , , , plumb-humanities-2021 11 7 Nan Nan NNP plumb-humanities-2021 11 8 Da Da NNP plumb-humanities-2021 11 9 issued issue VBD plumb-humanities-2021 11 10 a a DT plumb-humanities-2021 11 11 harsh harsh JJ plumb-humanities-2021 11 12 critique critique NN plumb-humanities-2021 11 13 of of IN plumb-humanities-2021 11 14 humanists humanist NNS plumb-humanities-2021 11 15 ’ ' '' plumb-humanities-2021 11 16 implementation implementation NN plumb-humanities-2021 11 17 of of IN plumb-humanities-2021 11 18 statistical statistical JJ plumb-humanities-2021 11 19 methods method NNS plumb-humanities-2021 11 20 in in IN plumb-humanities-2021 11 21 their -PRON- PRP$ plumb-humanities-2021 11 22 research.1 research.1 CD plumb-humanities-2021 11 23 Her -PRON- PRP$ plumb-humanities-2021 11 24 claim claim NN plumb-humanities-2021 11 25 is be VBZ plumb-humanities-2021 11 26 that that IN plumb-humanities-2021 11 27 computational computational JJ plumb-humanities-2021 11 28 methods method NNS plumb-humanities-2021 11 29 are be VBP plumb-humanities-2021 11 30 not not RB plumb-humanities-2021 11 31 a a DT plumb-humanities-2021 11 32 good good JJ plumb-humanities-2021 11 33 match match NN plumb-humanities-2021 11 34 for for IN plumb-humanities-2021 11 35 literary literary JJ plumb-humanities-2021 11 36 research research NN plumb-humanities-2021 11 37 , , , plumb-humanities-2021 11 38 and and CC plumb-humanities-2021 11 39 she -PRON- PRP plumb-humanities-2021 11 40 systematically systematically RB plumb-humanities-2021 11 41 shows show VBZ plumb-humanities-2021 11 42 how how WRB plumb-humanities-2021 11 43 the the DT plumb-humanities-2021 11 44 results result NNS plumb-humanities-2021 11 45 from from IN plumb-humanities-2021 11 46 several several JJ plumb-humanities-2021 11 47 computational computational JJ plumb-humanities-2021 11 48 humanities humanity NNS plumb-humanities-2021 11 49 are be VBP plumb-humanities-2021 11 50 not not RB plumb-humanities-2021 11 51 only only RB plumb-humanities-2021 11 52 difficult difficult JJ plumb-humanities-2021 11 53 to to TO plumb-humanities-2021 11 54 reproduce reproduce VB plumb-humanities-2021 11 55 , , , plumb-humanities-2021 11 56 but but CC plumb-humanities-2021 11 57 can can MD plumb-humanities-2021 11 58 be be VB plumb-humanities-2021 11 59 easily easily RB plumb-humanities-2021 11 60 skewed skew VBN plumb-humanities-2021 11 61 with with IN plumb-humanities-2021 11 62 minor minor JJ plumb-humanities-2021 11 63 changes change NNS plumb-humanities-2021 11 64 to to IN plumb-humanities-2021 11 65 how how WRB plumb-humanities-2021 11 66 an an DT plumb-humanities-2021 11 67 algorithm algorithm NN plumb-humanities-2021 11 68 is be VBZ plumb-humanities-2021 11 69 implemented implement VBN plumb-humanities-2021 11 70 . . . plumb-humanities-2021 12 1 Although although IN plumb-humanities-2021 12 2 this this DT plumb-humanities-2021 12 3 debate debate NN plumb-humanities-2021 12 4 about about IN plumb-humanities-2021 12 5 digital digital JJ plumb-humanities-2021 12 6 methods method NNS plumb-humanities-2021 12 7 points point NNS plumb-humanities-2021 12 8 to to IN plumb-humanities-2021 12 9 a a DT plumb-humanities-2021 12 10 necessary necessary JJ plumb-humanities-2021 12 11 evolution evolution NN plumb-humanities-2021 12 12 in in IN plumb-humanities-2021 12 13 the the DT plumb-humanities-2021 12 14 field field NN plumb-humanities-2021 12 15 ( ( -LRB- plumb-humanities-2021 12 16 in in IN plumb-humanities-2021 12 17 which which WDT plumb-humanities-2021 12 18 researchers researcher NNS plumb-humanities-2021 12 19 become become VBP plumb-humanities-2021 12 20 more more RBR plumb-humanities-2021 12 21 accountable accountable JJ plumb-humanities-2021 12 22 to to IN plumb-humanities-2021 12 23 the the DT plumb-humanities-2021 12 24 computational computational JJ plumb-humanities-2021 12 25 laws law NNS plumb-humanities-2021 12 26 that that WDT plumb-humanities-2021 12 27 they -PRON- PRP plumb-humanities-2021 12 28 are be VBP plumb-humanities-2021 12 29 utilizing utilize VBG plumb-humanities-2021 12 30 ) ) -RRB- plumb-humanities-2021 12 31 , , , plumb-humanities-2021 12 32 her -PRON- PRP$ plumb-humanities-2021 12 33 essay essay NN plumb-humanities-2021 12 34 ’s ’s POS plumb-humanities-2021 12 35 broader broad JJR plumb-humanities-2021 12 36 mission mission NN plumb-humanities-2021 12 37 is be VBZ plumb-humanities-2021 12 38 to to TO plumb-humanities-2021 12 39 question question VB plumb-humanities-2021 12 40 the the DT plumb-humanities-2021 12 41 appropriateness appropriateness NN plumb-humanities-2021 12 42 of of IN plumb-humanities-2021 12 43 using use VBG plumb-humanities-2021 12 44 computational computational JJ plumb-humanities-2021 12 45 tools tool NNS plumb-humanities-2021 12 46 to to TO plumb-humanities-2021 12 47 investigate investigate VB plumb-humanities-2021 12 48 literary literary JJ plumb-humanities-2021 12 49 objects object NNS plumb-humanities-2021 12 50 and and CC plumb-humanities-2021 12 51 ideas idea NNS plumb-humanities-2021 12 52 . . . plumb-humanities-2021 13 1 Refutations refutation NNS plumb-humanities-2021 13 2 to to IN plumb-humanities-2021 13 3 this this DT plumb-humanities-2021 13 4 claim claim NN plumb-humanities-2021 13 5 were be VBD plumb-humanities-2021 13 6 swift swift JJ plumb-humanities-2021 13 7 and and CC plumb-humanities-2021 13 8 abundant abundant JJ plumb-humanities-2021 13 9 ( ( -LRB- plumb-humanities-2021 13 10 Critical Critical NNP plumb-humanities-2021 13 11 Inquiry Inquiry NNP plumb-humanities-2021 13 12 2019 2019 CD plumb-humanities-2021 13 13 ) ) -RRB- plumb-humanities-2021 13 14 , , , plumb-humanities-2021 13 15 and and CC plumb-humanities-2021 13 16 highlight highlight VB plumb-humanities-2021 13 17 a a DT plumb-humanities-2021 13 18 number number NN plumb-humanities-2021 13 19 of of IN plumb-humanities-2021 13 20 concepts concept NNS plumb-humanities-2021 13 21 central central JJ plumb-humanities-2021 13 22 to to IN plumb-humanities-2021 13 23 my -PRON- PRP$ plumb-humanities-2021 13 24 concern concern NN plumb-humanities-2021 13 25 here here RB plumb-humanities-2021 13 26 with with IN plumb-humanities-2021 13 27 future future JJ plumb-humanities-2021 13 28 intersections intersection NNS plumb-humanities-2021 13 29 of of IN plumb-humanities-2021 13 30 machine machine NN plumb-humanities-2021 13 31 learning learning NN plumb-humanities-2021 13 32 and and CC plumb-humanities-2021 13 33 literary literary JJ plumb-humanities-2021 13 34 research research NN plumb-humanities-2021 13 35 . . . plumb-humanities-2021 14 1 Respondents respondent NNS plumb-humanities-2021 14 2 such such JJ plumb-humanities-2021 14 3 as as IN plumb-humanities-2021 14 4 Mark Mark NNP plumb-humanities-2021 14 5 Algee Algee NNP plumb-humanities-2021 14 6 - - HYPH plumb-humanities-2021 14 7 Hewitt Hewitt NNP plumb-humanities-2021 14 8 pointed point VBD plumb-humanities-2021 14 9 out out RP plumb-humanities-2021 14 10 that that IN plumb-humanities-2021 14 11 literary literary JJ plumb-humanities-2021 14 12 scholars scholar NNS plumb-humanities-2021 14 13 em- em- NNP plumb-humanities-2021 14 14 ploy ploy NNP plumb-humanities-2021 14 15 computational computational JJ plumb-humanities-2021 14 16 statistical statistical JJ plumb-humanities-2021 14 17 models model NNS plumb-humanities-2021 14 18 in in IN plumb-humanities-2021 14 19 order order NN plumb-humanities-2021 14 20 to to TO plumb-humanities-2021 14 21 reveal reveal VB plumb-humanities-2021 14 22 something something NN plumb-humanities-2021 14 23 about about IN plumb-humanities-2021 14 24 texts text NNS plumb-humanities-2021 14 25 that that WDT plumb-humanities-2021 14 26 human human JJ plumb-humanities-2021 14 27 readers reader NNS plumb-humanities-2021 14 28 could could MD plumb-humanities-2021 14 29 not not RB plumb-humanities-2021 14 30 . . . plumb-humanities-2021 15 1 In in IN plumb-humanities-2021 15 2 doing do VBG plumb-humanities-2021 15 3 so so RB plumb-humanities-2021 15 4 , , , plumb-humanities-2021 15 5 literary literary JJ plumb-humanities-2021 15 6 scholars scholar NNS plumb-humanities-2021 15 7 are be VBP plumb-humanities-2021 15 8 at at IN plumb-humanities-2021 15 9 liberty liberty NN plumb-humanities-2021 15 10 to to TO plumb-humanities-2021 15 11 note note VB plumb-humanities-2021 15 12 where where WRB plumb-humanities-2021 15 13 computation computation NN plumb-humanities-2021 15 14 reaches reach VBZ plumb-humanities-2021 15 15 its -PRON- PRP$ plumb-humanities-2021 15 16 use- use- NN plumb-humanities-2021 15 17 ful ful JJ plumb-humanities-2021 15 18 limit2 limit2 NN plumb-humanities-2021 15 19 and and CC plumb-humanities-2021 15 20 take take VB plumb-humanities-2021 15 21 up up RP plumb-humanities-2021 15 22 more more RBR plumb-humanities-2021 15 23 traditional traditional JJ plumb-humanities-2021 15 24 forms form NNS plumb-humanities-2021 15 25 of of IN plumb-humanities-2021 15 26 literary literary JJ plumb-humanities-2021 15 27 analysis analysis NN plumb-humanities-2021 15 28 ( ( -LRB- plumb-humanities-2021 15 29 Algee Algee NNP plumb-humanities-2021 15 30 - - HYPH plumb-humanities-2021 15 31 Hewitt Hewitt NNP plumb-humanities-2021 15 32 2019 2019 CD plumb-humanities-2021 15 33 ) ) -RRB- plumb-humanities-2021 15 34 . . . plumb-humanities-2021 16 1 Katherine Katherine NNP plumb-humanities-2021 16 2 Bode Bode NNP plumb-humanities-2021 16 3 explores explore VBZ plumb-humanities-2021 16 4 the the DT plumb-humanities-2021 16 5 promise promise NN plumb-humanities-2021 16 6 and and CC plumb-humanities-2021 16 7 pitfalls pitfall NNS plumb-humanities-2021 16 8 of of IN plumb-humanities-2021 16 9 this this DT plumb-humanities-2021 16 10 hybrid hybrid JJ plumb-humanities-2021 16 11 “ " `` plumb-humanities-2021 16 12 close close JJ plumb-humanities-2021 16 13 and and CC plumb-humanities-2021 16 14 distant distant JJ plumb-humanities-2021 16 15 reading reading NN plumb-humanities-2021 16 16 ” " '' plumb-humanities-2021 16 17 approach approach NN plumb-humanities-2021 16 18 in in IN plumb-humanities-2021 16 19 her -PRON- PRP$ plumb-humanities-2021 16 20 2020 2020 CD plumb-humanities-2021 16 21 article article NN plumb-humanities-2021 16 22 on on IN plumb-humanities-2021 16 23 the the DT plumb-humanities-2021 16 24 intersection intersection NN plumb-humanities-2021 16 25 of of IN plumb-humanities-2021 16 26 topic topic NN plumb-humanities-2021 16 27 modeling modeling NN plumb-humanities-2021 16 28 and and CC plumb-humanities-2021 16 29 bias bias NN plumb-humanities-2021 16 30 . . . plumb-humanities-2021 17 1 Imperfect imperfect VB plumb-humanities-2021 17 2 as as IN plumb-humanities-2021 17 3 the the DT plumb-humanities-2021 17 4 hybrid hybrid JJ plumb-humanities-2021 17 5 method method NN plumb-humanities-2021 17 6 is be VBZ plumb-humanities-2021 17 7 , , , plumb-humanities-2021 17 8 stressing stress VBG plumb-humanities-2021 17 9 the the DT plumb-humanities-2021 17 10 value value NN plumb-humanities-2021 17 11 of of IN plumb-humanities-2021 17 12 familiar familiar JJ plumb-humanities-2021 17 13 interpretive interpretive JJ plumb-humanities-2021 17 14 methods method NNS plumb-humanities-2021 17 15 remains remain VBZ plumb-humanities-2021 17 16 important important JJ plumb-humanities-2021 17 17 , , , plumb-humanities-2021 17 18 politically politically RB plumb-humanities-2021 17 19 and and CC plumb-humanities-2021 17 20 practically practically RB plumb-humanities-2021 17 21 , , , plumb-humanities-2021 17 22 when when WRB plumb-humanities-2021 17 23 bringing bring VBG plumb-humanities-2021 17 24 computation computation NN plumb-humanities-2021 17 25 into into IN plumb-humanities-2021 17 26 humanities humanity NNS plumb-humanities-2021 17 27 departments department NNS plumb-humanities-2021 17 28 . . . plumb-humanities-2021 18 1 This this DT plumb-humanities-2021 18 2 essay essay NN plumb-humanities-2021 18 3 extends extend VBZ plumb-humanities-2021 18 4 the the DT plumb-humanities-2021 18 5 argument argument NN plumb-humanities-2021 18 6 that that IN plumb-humanities-2021 18 7 computational computational JJ plumb-humanities-2021 18 8 tools tool NNS plumb-humanities-2021 18 9 do do VBP plumb-humanities-2021 18 10 more more JJR plumb-humanities-2021 18 11 than than IN plumb-humanities-2021 18 12 turn turn VB plumb-humanities-2021 18 13 big big JJ plumb-humanities-2021 18 14 data datum NNS plumb-humanities-2021 18 15 into into IN plumb-humanities-2021 18 16 novel novel JJ plumb-humanities-2021 18 17 close close JJ plumb-humanities-2021 18 18 reading reading NN plumb-humanities-2021 18 19 opportunities opportunity NNS plumb-humanities-2021 18 20 . . . plumb-humanities-2021 19 1 Machine machine NN plumb-humanities-2021 19 2 learning learning NN plumb-humanities-2021 19 3 , , , plumb-humanities-2021 19 4 and and CC plumb-humanities-2021 19 5 word word NN plumb-humanities-2021 19 6 embedding embed VBG plumb-humanities-2021 19 7 algorithms algorithm NNS plumb-humanities-2021 19 8 in in IN plumb-humanities-2021 19 9 par- par- NN plumb-humanities-2021 19 10 ticular ticular NNP plumb-humanities-2021 19 11 , , , plumb-humanities-2021 19 12 may may MD plumb-humanities-2021 19 13 have have VB plumb-humanities-2021 19 14 a a DT plumb-humanities-2021 19 15 unique unique JJ plumb-humanities-2021 19 16 ability ability NN plumb-humanities-2021 19 17 to to TO plumb-humanities-2021 19 18 shift shift VB plumb-humanities-2021 19 19 this this DT plumb-humanities-2021 19 20 conversation conversation NN plumb-humanities-2021 19 21 into into IN plumb-humanities-2021 19 22 new new JJ plumb-humanities-2021 19 23 territory territory NN plumb-humanities-2021 19 24 , , , plumb-humanities-2021 19 25 where where WRB plumb-humanities-2021 19 26 scholars scholar NNS plumb-humanities-2021 19 27 begin begin VBP plumb-humanities-2021 19 28 to to TO plumb-humanities-2021 19 29 ask ask VB plumb-humanities-2021 19 30 how how WRB plumb-humanities-2021 19 31 historical historical JJ plumb-humanities-2021 19 32 research research NN plumb-humanities-2021 19 33 can can MD plumb-humanities-2021 19 34 contribute contribute VB plumb-humanities-2021 19 35 more more RBR plumb-humanities-2021 19 36 sophisticated sophisticated JJ plumb-humanities-2021 19 37 approaches approach NNS plumb-humanities-2021 19 38 to to IN plumb-humanities-2021 19 39 treating treat VBG plumb-humanities-2021 19 40 words word NNS plumb-humanities-2021 19 41 as as IN plumb-humanities-2021 19 42 data datum NNS plumb-humanities-2021 19 43 . . . plumb-humanities-2021 20 1 With with IN plumb-humanities-2021 20 2 historically historically RB plumb-humanities-2021 20 3 - - HYPH plumb-humanities-2021 20 4 minded minded JJ plumb-humanities-2021 20 5 approaches approach NNS plumb-humanities-2021 20 6 to to TO plumb-humanities-2021 20 7 dataset dataset VB plumb-humanities-2021 20 8 creation creation NN plumb-humanities-2021 20 9 for for IN plumb-humanities-2021 20 10 machine machine NN plumb-humanities-2021 20 11 learning learning NN plumb-humanities-2021 20 12 , , , plumb-humanities-2021 20 13 issues issue NNS plumb-humanities-2021 20 14 emerge emerge VBP plumb-humanities-2021 20 15 that that IN plumb-humanities-2021 20 16 engender engender VBP plumb-humanities-2021 20 17 new new JJ plumb-humanities-2021 20 18 theoretical theoretical JJ plumb-humanities-2021 20 19 frameworks framework NNS plumb-humanities-2021 20 20 for for IN plumb-humanities-2021 20 21 evaluating evaluate VBG plumb-humanities-2021 20 22 the the DT plumb-humanities-2021 20 23 ability ability NN plumb-humanities-2021 20 24 of of IN plumb-humanities-2021 20 25 statistical statistical JJ plumb-humanities-2021 20 26 models model NNS plumb-humanities-2021 20 27 of of IN plumb-humanities-2021 20 28 information information NN plumb-humanities-2021 20 29 to to TO plumb-humanities-2021 20 30 reveal reveal VB plumb-humanities-2021 20 31 cultural cultural JJ plumb-humanities-2021 20 32 and and CC plumb-humanities-2021 20 33 artistic artistic JJ plumb-humanities-2021 20 34 dimensions dimension NNS plumb-humanities-2021 20 35 of of IN plumb-humanities-2021 20 36 language language NN plumb-humanities-2021 20 37 . . . plumb-humanities-2021 21 1 I -PRON- PRP plumb-humanities-2021 21 2 will will MD plumb-humanities-2021 21 3 first first RB plumb-humanities-2021 21 4 contex- contex- XX plumb-humanities-2021 21 5 tualize tualize VB plumb-humanities-2021 21 6 what what WP plumb-humanities-2021 21 7 they -PRON- PRP plumb-humanities-2021 21 8 do do VBP plumb-humanities-2021 21 9 , , , plumb-humanities-2021 21 10 and and CC plumb-humanities-2021 21 11 then then RB plumb-humanities-2021 21 12 show show VB plumb-humanities-2021 21 13 a a DT plumb-humanities-2021 21 14 few few JJ plumb-humanities-2021 21 15 of of IN plumb-humanities-2021 21 16 the the DT plumb-humanities-2021 21 17 mathematical mathematical JJ plumb-humanities-2021 21 18 concepts concept NNS plumb-humanities-2021 21 19 that that WDT plumb-humanities-2021 21 20 have have VBP plumb-humanities-2021 21 21 driven drive VBN plumb-humanities-2021 21 22 their -PRON- PRP$ plumb-humanities-2021 21 23 development development NN plumb-humanities-2021 21 24 . . . plumb-humanities-2021 22 1 Of of IN plumb-humanities-2021 22 2 the the DT plumb-humanities-2021 22 3 many many JJ plumb-humanities-2021 22 4 available available JJ plumb-humanities-2021 22 5 machine machine NN plumb-humanities-2021 22 6 learning learn VBG plumb-humanities-2021 22 7 algorithms algorithm NNS plumb-humanities-2021 22 8 , , , plumb-humanities-2021 22 9 word word NN plumb-humanities-2021 22 10 embedding embed VBG plumb-humanities-2021 22 11 algorithms algorithm NNS plumb-humanities-2021 22 12 have have VBP plumb-humanities-2021 22 13 shown show VBN plumb-humanities-2021 22 14 particular particular JJ plumb-humanities-2021 22 15 promise promise NN plumb-humanities-2021 22 16 in in IN plumb-humanities-2021 22 17 capturing capture VBG plumb-humanities-2021 22 18 contextual contextual JJ plumb-humanities-2021 22 19 meanings meaning NNS plumb-humanities-2021 22 20 ( ( -LRB- plumb-humanities-2021 22 21 of of IN plumb-humanities-2021 22 22 words word NNS plumb-humanities-2021 22 23 or or CC plumb-humanities-2021 22 24 other other JJ plumb-humanities-2021 22 25 units unit NNS plumb-humanities-2021 22 26 of of IN plumb-humanities-2021 22 27 textual textual JJ plumb-humanities-2021 22 28 data datum NNS plumb-humanities-2021 22 29 ) ) -RRB- plumb-humanities-2021 22 30 more more RBR plumb-humanities-2021 22 31 accurately accurately RB plumb-humanities-2021 22 32 than than IN plumb-humanities-2021 22 33 previous previous JJ plumb-humanities-2021 22 34 techniques technique NNS plumb-humanities-2021 22 35 in in IN plumb-humanities-2021 22 36 natural natural JJ plumb-humanities-2021 22 37 language language NN plumb-humanities-2021 22 38 processing processing NN plumb-humanities-2021 22 39 . . . plumb-humanities-2021 23 1 Word word NN plumb-humanities-2021 23 2 embeddings embedding NNS plumb-humanities-2021 23 3 en- en- RB plumb-humanities-2021 23 4 compass compass VBP plumb-humanities-2021 23 5 a a DT plumb-humanities-2021 23 6 set set NN plumb-humanities-2021 23 7 of of IN plumb-humanities-2021 23 8 language language NN plumb-humanities-2021 23 9 modeling modeling NN plumb-humanities-2021 23 10 techniques technique NNS plumb-humanities-2021 23 11 where where WRB plumb-humanities-2021 23 12 words word NNS plumb-humanities-2021 23 13 or or CC plumb-humanities-2021 23 14 phrases phrase NNS plumb-humanities-2021 23 15 from from IN plumb-humanities-2021 23 16 a a DT plumb-humanities-2021 23 17 large large JJ plumb-humanities-2021 23 18 set set NN plumb-humanities-2021 23 19 of of IN plumb-humanities-2021 23 20 texts text NNS plumb-humanities-2021 23 21 ( ( -LRB- plumb-humanities-2021 23 22 i.e. i.e. FW plumb-humanities-2021 23 23 , , , plumb-humanities-2021 23 24 “ " `` plumb-humanities-2021 23 25 corpus corpus NNP plumb-humanities-2021 23 26 ” " '' plumb-humanities-2021 23 27 ) ) -RRB- plumb-humanities-2021 23 28 are be VBP plumb-humanities-2021 23 29 analyzed analyze VBN plumb-humanities-2021 23 30 through through IN plumb-humanities-2021 23 31 the the DT plumb-humanities-2021 23 32 use use NN plumb-humanities-2021 23 33 of of IN plumb-humanities-2021 23 34 a a DT plumb-humanities-2021 23 35 neural neural JJ plumb-humanities-2021 23 36 network network NN plumb-humanities-2021 23 37 architecture architecture NN plumb-humanities-2021 23 38 . . . plumb-humanities-2021 24 1 For for IN plumb-humanities-2021 24 2 each each DT plumb-humanities-2021 24 3 vocabu- vocabu- JJ plumb-humanities-2021 24 4 lary lary JJ plumb-humanities-2021 24 5 term term NN plumb-humanities-2021 24 6 in in IN plumb-humanities-2021 24 7 the the DT plumb-humanities-2021 24 8 corpus corpus NNP plumb-humanities-2021 24 9 , , , plumb-humanities-2021 24 10 the the DT plumb-humanities-2021 24 11 neural neural JJ plumb-humanities-2021 24 12 network network NN plumb-humanities-2021 24 13 algorithm algorithm NNP plumb-humanities-2021 24 14 uses use VBZ plumb-humanities-2021 24 15 the the DT plumb-humanities-2021 24 16 term term NN plumb-humanities-2021 24 17 ’s ’s POS plumb-humanities-2021 24 18 proximity proximity NN plumb-humanities-2021 24 19 to to IN plumb-humanities-2021 24 20 other other JJ plumb-humanities-2021 24 21 words word NNS plumb-humanities-2021 24 22 to to TO plumb-humanities-2021 24 23 assign assign VB plumb-humanities-2021 24 24 it -PRON- PRP plumb-humanities-2021 24 25 values value NNS plumb-humanities-2021 24 26 that that WDT plumb-humanities-2021 24 27 become become VBP plumb-humanities-2021 24 28 a a DT plumb-humanities-2021 24 29 vector vector NN plumb-humanities-2021 24 30 of of IN plumb-humanities-2021 24 31 real real JJ plumb-humanities-2021 24 32 numbers number NNS plumb-humanities-2021 24 33 — — : plumb-humanities-2021 24 34 one one CD plumb-humanities-2021 24 35 high high JJ plumb-humanities-2021 24 36 - - HYPH plumb-humanities-2021 24 37 dimensional dimensional JJ plumb-humanities-2021 24 38 vector vector NN plumb-humanities-2021 24 39 is be VBZ plumb-humanities-2021 24 40 generated generate VBN plumb-humanities-2021 24 41 for for IN plumb-humanities-2021 24 42 each each DT plumb-humanities-2021 24 43 word word NN plumb-humanities-2021 24 44 . . . plumb-humanities-2021 25 1 ( ( -LRB- plumb-humanities-2021 25 2 The the DT plumb-humanities-2021 25 3 term term NN plumb-humanities-2021 25 4 “ " `` plumb-humanities-2021 25 5 embedding embedding NN plumb-humanities-2021 25 6 ” " '' plumb-humanities-2021 25 7 refers refer VBZ plumb-humanities-2021 25 8 to to IN plumb-humanities-2021 25 9 the the DT plumb-humanities-2021 25 10 mathematics mathematic NNS plumb-humanities-2021 25 11 that that WDT plumb-humanities-2021 25 12 turns turn VBZ plumb-humanities-2021 25 13 a a DT plumb-humanities-2021 25 14 space space NN plumb-humanities-2021 25 15 with with IN plumb-humanities-2021 25 16 many many JJ plumb-humanities-2021 25 17 1Da 1Da NNS plumb-humanities-2021 25 18 ’s ’s POS plumb-humanities-2021 25 19 critique critique NN plumb-humanities-2021 25 20 of of IN plumb-humanities-2021 25 21 statistical statistical JJ plumb-humanities-2021 25 22 model model NN plumb-humanities-2021 25 23 usage usage NN plumb-humanities-2021 25 24 in in IN plumb-humanities-2021 25 25 computational computational JJ plumb-humanities-2021 25 26 humanities humanity NNS plumb-humanities-2021 25 27 work work NN plumb-humanities-2021 25 28 sparked spark VBD plumb-humanities-2021 25 29 a a DT plumb-humanities-2021 25 30 forum forum NN plumb-humanities-2021 25 31 of of IN plumb-humanities-2021 25 32 responses response NNS plumb-humanities-2021 25 33 in in IN plumb-humanities-2021 25 34 Critical Critical NNP plumb-humanities-2021 25 35 Inquiry Inquiry NNP plumb-humanities-2021 25 36 . . . plumb-humanities-2021 26 1 2This 2this CD plumb-humanities-2021 26 2 limit limit NN plumb-humanities-2021 26 3 typically typically RB plumb-humanities-2021 26 4 exists exist VBZ plumb-humanities-2021 26 5 for for IN plumb-humanities-2021 26 6 a a DT plumb-humanities-2021 26 7 combination combination NN plumb-humanities-2021 26 8 of of IN plumb-humanities-2021 26 9 three three CD plumb-humanities-2021 26 10 reasons reason NNS plumb-humanities-2021 26 11 : : : plumb-humanities-2021 26 12 computer computer NN plumb-humanities-2021 26 13 programs program NNS plumb-humanities-2021 26 14 can can MD plumb-humanities-2021 26 15 only only RB plumb-humanities-2021 26 16 generate generate VB plumb-humanities-2021 26 17 models model NNS plumb-humanities-2021 26 18 based base VBN plumb-humanities-2021 26 19 on on IN plumb-humanities-2021 26 20 the the DT plumb-humanities-2021 26 21 data datum NNS plumb-humanities-2021 26 22 we -PRON- PRP plumb-humanities-2021 26 23 give give VBP plumb-humanities-2021 26 24 them -PRON- PRP plumb-humanities-2021 26 25 , , , plumb-humanities-2021 26 26 a a DT plumb-humanities-2021 26 27 tool tool NN plumb-humanities-2021 26 28 is be VBZ plumb-humanities-2021 26 29 n’t not RB plumb-humanities-2021 26 30 fully fully RB plumb-humanities-2021 26 31 understood understand VBN plumb-humanities-2021 26 32 and and CC plumb-humanities-2021 26 33 so so RB plumb-humanities-2021 26 34 not not RB plumb-humanities-2021 26 35 robustly robustly RB plumb-humanities-2021 26 36 explored explore VBN plumb-humanities-2021 26 37 , , , plumb-humanities-2021 26 38 and and CC plumb-humanities-2021 26 39 many many JJ plumb-humanities-2021 26 40 algorithms algorithm NNS plumb-humanities-2021 26 41 and and CC plumb-humanities-2021 26 42 tools tool NNS plumb-humanities-2021 26 43 are be VBP plumb-humanities-2021 26 44 being be VBG plumb-humanities-2021 26 45 used use VBN plumb-humanities-2021 26 46 in in IN plumb-humanities-2021 26 47 experimental experimental JJ plumb-humanities-2021 26 48 ways way NNS plumb-humanities-2021 26 49 . . . plumb-humanities-2021 27 1 Plumb plumb JJ plumb-humanities-2021 27 2 31 31 CD plumb-humanities-2021 27 3 dimensions dimension NNS plumb-humanities-2021 27 4 per per IN plumb-humanities-2021 27 5 word word NN plumb-humanities-2021 27 6 into into IN plumb-humanities-2021 27 7 a a DT plumb-humanities-2021 27 8 continuous continuous JJ plumb-humanities-2021 27 9 vector vector NN plumb-humanities-2021 27 10 space space NN plumb-humanities-2021 27 11 with with IN plumb-humanities-2021 27 12 a a DT plumb-humanities-2021 27 13 much much RB plumb-humanities-2021 27 14 lower low JJR plumb-humanities-2021 27 15 dimension dimension NN plumb-humanities-2021 27 16 . . . plumb-humanities-2021 28 1 ) ) -RRB- plumb-humanities-2021 28 2 3 3 LS plumb-humanities-2021 28 3 They -PRON- PRP plumb-humanities-2021 28 4 raise raise VBP plumb-humanities-2021 28 5 three three CD plumb-humanities-2021 28 6 critical critical JJ plumb-humanities-2021 28 7 issues issue NNS plumb-humanities-2021 28 8 to to IN plumb-humanities-2021 28 9 this this DT plumb-humanities-2021 28 10 essay essay NN plumb-humanities-2021 28 11 : : : plumb-humanities-2021 28 12 How how WRB plumb-humanities-2021 28 13 do do VBP plumb-humanities-2021 28 14 word word NN plumb-humanities-2021 28 15 embeddings embedding NNS plumb-humanities-2021 28 16 reflect reflect VB plumb-humanities-2021 28 17 the the DT plumb-humanities-2021 28 18 contexts contexts NN plumb-humanities-2021 28 19 of of IN plumb-humanities-2021 28 20 words word NNS plumb-humanities-2021 28 21 in in IN plumb-humanities-2021 28 22 order order NN plumb-humanities-2021 28 23 to to TO plumb-humanities-2021 28 24 capture capture VB plumb-humanities-2021 28 25 their -PRON- PRP$ plumb-humanities-2021 28 26 relative relative JJ plumb-humanities-2021 28 27 meanings meaning NNS plumb-humanities-2021 28 28 ? ? . plumb-humanities-2021 29 1 If if IN plumb-humanities-2021 29 2 word word NN plumb-humanities-2021 29 3 embeddings embedding NNS plumb-humanities-2021 29 4 approximate approximate JJ plumb-humanities-2021 29 5 word word NN plumb-humanities-2021 29 6 meanings meaning NNS plumb-humanities-2021 29 7 , , , plumb-humanities-2021 29 8 do do VBP plumb-humanities-2021 29 9 they -PRON- PRP plumb-humanities-2021 29 10 also also RB plumb-humanities-2021 29 11 reflect reflect VB plumb-humanities-2021 29 12 culture culture NN plumb-humanities-2021 29 13 ? ? . plumb-humanities-2021 30 1 How how WRB plumb-humanities-2021 30 2 can can MD plumb-humanities-2021 30 3 literary literary VB plumb-humanities-2021 30 4 history history NN plumb-humanities-2021 30 5 and and CC plumb-humanities-2021 30 6 cultural cultural JJ plumb-humanities-2021 30 7 studies study NNS plumb-humanities-2021 30 8 inform inform VBP plumb-humanities-2021 30 9 how how WRB plumb-humanities-2021 30 10 scholars scholar NNS plumb-humanities-2021 30 11 use use VBP plumb-humanities-2021 30 12 them -PRON- PRP plumb-humanities-2021 30 13 ? ? . plumb-humanities-2021 31 1 Word word NN plumb-humanities-2021 31 2 embeddings embedding NNS plumb-humanities-2021 31 3 are be VBP plumb-humanities-2021 31 4 powerful powerful JJ plumb-humanities-2021 31 5 because because IN plumb-humanities-2021 31 6 they -PRON- PRP plumb-humanities-2021 31 7 calculate calculate VBP plumb-humanities-2021 31 8 semantic semantic JJ plumb-humanities-2021 31 9 similarities similarity NNS plumb-humanities-2021 31 10 between between IN plumb-humanities-2021 31 11 words word NNS plumb-humanities-2021 31 12 based base VBN plumb-humanities-2021 31 13 on on IN plumb-humanities-2021 31 14 their -PRON- PRP$ plumb-humanities-2021 31 15 distributional distributional JJ plumb-humanities-2021 31 16 properties property NNS plumb-humanities-2021 31 17 in in IN plumb-humanities-2021 31 18 large large JJ plumb-humanities-2021 31 19 samples sample NNS plumb-humanities-2021 31 20 of of IN plumb-humanities-2021 31 21 language language NN plumb-humanities-2021 31 22 data datum NNS plumb-humanities-2021 31 23 . . . plumb-humanities-2021 32 1 As as IN plumb-humanities-2021 32 2 computational computational JJ plumb-humanities-2021 32 3 lin- lin- NN plumb-humanities-2021 32 4 guist guist NN plumb-humanities-2021 32 5 Jussi Jussi NNP plumb-humanities-2021 32 6 Karlgren Karlgren NNP plumb-humanities-2021 32 7 puts put VBZ plumb-humanities-2021 32 8 it -PRON- PRP plumb-humanities-2021 32 9 : : : plumb-humanities-2021 32 10 Language language NN plumb-humanities-2021 32 11 is be VBZ plumb-humanities-2021 32 12 a a DT plumb-humanities-2021 32 13 general general JJ plumb-humanities-2021 32 14 - - HYPH plumb-humanities-2021 32 15 purpose purpose NN plumb-humanities-2021 32 16 representation representation NN plumb-humanities-2021 32 17 of of IN plumb-humanities-2021 32 18 human human JJ plumb-humanities-2021 32 19 knowledge knowledge NN plumb-humanities-2021 32 20 , , , plumb-humanities-2021 32 21 and and CC plumb-humanities-2021 32 22 models model NNS plumb-humanities-2021 32 23 to to TO plumb-humanities-2021 32 24 process process VB plumb-humanities-2021 32 25 it -PRON- PRP plumb-humanities-2021 32 26 vary vary VBP plumb-humanities-2021 32 27 in in IN plumb-humanities-2021 32 28 the the DT plumb-humanities-2021 32 29 degree degree NN plumb-humanities-2021 32 30 they -PRON- PRP plumb-humanities-2021 32 31 are be VBP plumb-humanities-2021 32 32 bound bind VBN plumb-humanities-2021 32 33 to to IN plumb-humanities-2021 32 34 some some DT plumb-humanities-2021 32 35 task task NN plumb-humanities-2021 32 36 or or CC plumb-humanities-2021 32 37 some some DT plumb-humanities-2021 32 38 specific specific JJ plumb-humanities-2021 32 39 usage usage NN plumb-humanities-2021 32 40 . . . plumb-humanities-2021 33 1 Currently currently RB plumb-humanities-2021 33 2 , , , plumb-humanities-2021 33 3 the the DT plumb-humanities-2021 33 4 trend trend NN plumb-humanities-2021 33 5 is be VBZ plumb-humanities-2021 33 6 to to TO plumb-humanities-2021 33 7 learn learn VB plumb-humanities-2021 33 8 regularities regularity NNS plumb-humanities-2021 33 9 and and CC plumb-humanities-2021 33 10 representations representation NNS plumb-humanities-2021 33 11 with with IN plumb-humanities-2021 33 12 as as IN plumb-humanities-2021 33 13 little little JJ plumb-humanities-2021 33 14 explicit explicit JJ plumb-humanities-2021 33 15 knowledge knowledge NN plumb-humanities-2021 33 16 - - HYPH plumb-humanities-2021 33 17 based base VBN plumb-humanities-2021 33 18 linguistic linguistic JJ plumb-humanities-2021 33 19 processing processing NN plumb-humanities-2021 33 20 as as IN plumb-humanities-2021 33 21 possible possible JJ plumb-humanities-2021 33 22 , , , plumb-humanities-2021 33 23 and and CC plumb-humanities-2021 33 24 recent recent JJ plumb-humanities-2021 33 25 advances advance NNS plumb-humanities-2021 33 26 in in IN plumb-humanities-2021 33 27 such such JJ plumb-humanities-2021 33 28 gen- gen- NN plumb-humanities-2021 33 29 eral eral JJ plumb-humanities-2021 33 30 models model NNS plumb-humanities-2021 33 31 for for IN plumb-humanities-2021 33 32 end end NN plumb-humanities-2021 33 33 - - HYPH plumb-humanities-2021 33 34 to to IN plumb-humanities-2021 33 35 - - HYPH plumb-humanities-2021 33 36 end end NN plumb-humanities-2021 33 37 learning learning NN plumb-humanities-2021 33 38 to to TO plumb-humanities-2021 33 39 address address VB plumb-humanities-2021 33 40 linguistics linguistic NNS plumb-humanities-2021 33 41 tasks task NNS plumb-humanities-2021 33 42 have have VBP plumb-humanities-2021 33 43 been be VBN plumb-humanities-2021 33 44 quite quite RB plumb-humanities-2021 33 45 suc- suc- RB plumb-humanities-2021 33 46 cessful cessful JJ plumb-humanities-2021 33 47 . . . plumb-humanities-2021 34 1 Most Most JJS plumb-humanities-2021 34 2 of of IN plumb-humanities-2021 34 3 those those DT plumb-humanities-2021 34 4 approaches approach NNS plumb-humanities-2021 34 5 make make VBP plumb-humanities-2021 34 6 little little JJ plumb-humanities-2021 34 7 use use NN plumb-humanities-2021 34 8 of of IN plumb-humanities-2021 34 9 information information NN plumb-humanities-2021 34 10 beyond beyond IN plumb-humanities-2021 34 11 the the DT plumb-humanities-2021 34 12 occur- occur- NNP plumb-humanities-2021 34 13 rence rence NN plumb-humanities-2021 34 14 or or CC plumb-humanities-2021 34 15 co co NN plumb-humanities-2021 34 16 - - NN plumb-humanities-2021 34 17 occurrence occurrence NN plumb-humanities-2021 34 18 of of IN plumb-humanities-2021 34 19 words word NNS plumb-humanities-2021 34 20 in in IN plumb-humanities-2021 34 21 the the DT plumb-humanities-2021 34 22 linguistic linguistic JJ plumb-humanities-2021 34 23 signal signal NN plumb-humanities-2021 34 24 and and CC plumb-humanities-2021 34 25 take take VB plumb-humanities-2021 34 26 the the DT plumb-humanities-2021 34 27 single single JJ plumb-humanities-2021 34 28 word word NN plumb-humanities-2021 34 29 to to TO plumb-humanities-2021 34 30 be be VB plumb-humanities-2021 34 31 the the DT plumb-humanities-2021 34 32 atomary atomary JJ plumb-humanities-2021 34 33 unit unit NN plumb-humanities-2021 34 34 . . . plumb-humanities-2021 35 1 This this DT plumb-humanities-2021 35 2 is be VBZ plumb-humanities-2021 35 3 notable notable JJ plumb-humanities-2021 35 4 because because IN plumb-humanities-2021 35 5 it -PRON- PRP plumb-humanities-2021 35 6 highlights highlight VBZ plumb-humanities-2021 35 7 the the DT plumb-humanities-2021 35 8 power power NN plumb-humanities-2021 35 9 of of IN plumb-humanities-2021 35 10 word word NN plumb-humanities-2021 35 11 embeddings embedding NNS plumb-humanities-2021 35 12 to to TO plumb-humanities-2021 35 13 assign assign VB plumb-humanities-2021 35 14 values value NNS plumb-humanities-2021 35 15 to to IN plumb-humanities-2021 35 16 words word NNS plumb-humanities-2021 35 17 in in IN plumb-humanities-2021 35 18 order order NN plumb-humanities-2021 35 19 to to TO plumb-humanities-2021 35 20 represent represent VB plumb-humanities-2021 35 21 their -PRON- PRP$ plumb-humanities-2021 35 22 relative relative JJ plumb-humanities-2021 35 23 meanings meaning NNS plumb-humanities-2021 35 24 , , , plumb-humanities-2021 35 25 simply simply RB plumb-humanities-2021 35 26 based base VBN plumb-humanities-2021 35 27 on on IN plumb-humanities-2021 35 28 unstructured unstructured JJ plumb-humanities-2021 35 29 language language NN plumb-humanities-2021 35 30 data datum NNS plumb-humanities-2021 35 31 , , , plumb-humanities-2021 35 32 without without IN plumb-humanities-2021 35 33 a a DT plumb-humanities-2021 35 34 system system NN plumb-humanities-2021 35 35 of of IN plumb-humanities-2021 35 36 linguistic linguistic JJ plumb-humanities-2021 35 37 rules rule NNS plumb-humanities-2021 35 38 or or CC plumb-humanities-2021 35 39 a a DT plumb-humanities-2021 35 40 labelling labelling NN plumb-humanities-2021 35 41 system system NN plumb-humanities-2021 35 42 . . . plumb-humanities-2021 36 1 It -PRON- PRP plumb-humanities-2021 36 2 also also RB plumb-humanities-2021 36 3 highlights highlight VBZ plumb-humanities-2021 36 4 the the DT plumb-humanities-2021 36 5 fact fact NN plumb-humanities-2021 36 6 that that IN plumb-humanities-2021 36 7 a a DT plumb-humanities-2021 36 8 word word NN plumb-humanities-2021 36 9 embedding embed VBG plumb-humanities-2021 36 10 model model NN plumb-humanities-2021 36 11 ’s ’s POS plumb-humanities-2021 36 12 success success NN plumb-humanities-2021 36 13 is be VBZ plumb-humanities-2021 36 14 based base VBN plumb-humanities-2021 36 15 on on IN plumb-humanities-2021 36 16 the the DT plumb-humanities-2021 36 17 parameters parameter NNS plumb-humanities-2021 36 18 of of IN plumb-humanities-2021 36 19 the the DT plumb-humanities-2021 36 20 task task NN plumb-humanities-2021 36 21 it -PRON- PRP plumb-humanities-2021 36 22 is be VBZ plumb-humanities-2021 36 23 designed design VBN plumb-humanities-2021 36 24 to to TO plumb-humanities-2021 36 25 address address VB plumb-humanities-2021 36 26 . . . plumb-humanities-2021 37 1 So so CC plumb-humanities-2021 37 2 while while IN plumb-humanities-2021 37 3 the the DT plumb-humanities-2021 37 4 accu- accu- NN plumb-humanities-2021 37 5 racy racy NN plumb-humanities-2021 37 6 and and CC plumb-humanities-2021 37 7 power power NN plumb-humanities-2021 37 8 of of IN plumb-humanities-2021 37 9 word word NN plumb-humanities-2021 37 10 vector vector NN plumb-humanities-2021 37 11 algorithms algorithm NNS plumb-humanities-2021 37 12 might may MD plumb-humanities-2021 37 13 be be VB plumb-humanities-2021 37 14 recognizable recognizable JJ plumb-humanities-2021 37 15 in in IN plumb-humanities-2021 37 16 general general JJ plumb-humanities-2021 37 17 - - HYPH plumb-humanities-2021 37 18 purpose purpose NN plumb-humanities-2021 37 19 applications application NNS plumb-humanities-2021 37 20 that that WDT plumb-humanities-2021 37 21 improve improve VBP plumb-humanities-2021 37 22 with with IN plumb-humanities-2021 37 23 larger large JJR plumb-humanities-2021 37 24 training training NN plumb-humanities-2021 37 25 corpora corpora NN plumb-humanities-2021 37 26 ( ( -LRB- plumb-humanities-2021 37 27 for for IN plumb-humanities-2021 37 28 instance instance NN plumb-humanities-2021 37 29 Google Google NNP plumb-humanities-2021 37 30 News News NNP plumb-humanities-2021 37 31 and and CC plumb-humanities-2021 37 32 Wikipedia Wikipedia NNP plumb-humanities-2021 37 33 ) ) -RRB- plumb-humanities-2021 37 34 , , , plumb-humanities-2021 37 35 they -PRON- PRP plumb-humanities-2021 37 36 can can MD plumb-humanities-2021 37 37 be be VB plumb-humanities-2021 37 38 equally equally RB plumb-humanities-2021 37 39 powerful powerful JJ plumb-humanities-2021 37 40 representation representation NN plumb-humanities-2021 37 41 learning learn VBG plumb-humanities-2021 37 42 systems system NNS plumb-humanities-2021 37 43 for for IN plumb-humanities-2021 37 44 specific specific JJ plumb-humanities-2021 37 45 historical historical JJ plumb-humanities-2021 37 46 research research NN plumb-humanities-2021 37 47 tasks task NNS plumb-humanities-2021 37 48 that that WDT plumb-humanities-2021 37 49 use use VBP plumb-humanities-2021 37 50 different different JJ plumb-humanities-2021 37 51 benchmarks benchmark NNS plumb-humanities-2021 37 52 for for IN plumb-humanities-2021 37 53 success success NN plumb-humanities-2021 37 54 . . . plumb-humanities-2021 38 1 Humanists humanist NNS plumb-humanities-2021 38 2 using use VBG plumb-humanities-2021 38 3 these these DT plumb-humanities-2021 38 4 machine machine NN plumb-humanities-2021 38 5 learning learning NN plumb-humanities-2021 38 6 methods method NNS plumb-humanities-2021 38 7 are be VBP plumb-humanities-2021 38 8 learning learn VBG plumb-humanities-2021 38 9 to to TO plumb-humanities-2021 38 10 think think VB plumb-humanities-2021 38 11 differently differently RB plumb-humanities-2021 38 12 about about IN plumb-humanities-2021 38 13 corpora corpora NN plumb-humanities-2021 38 14 size size NN plumb-humanities-2021 38 15 , , , plumb-humanities-2021 38 16 corpora corpora NN plumb-humanities-2021 38 17 content content NN plumb-humanities-2021 38 18 , , , plumb-humanities-2021 38 19 and and CC plumb-humanities-2021 38 20 the the DT plumb-humanities-2021 38 21 utility utility NN plumb-humanities-2021 38 22 of of IN plumb-humanities-2021 38 23 a a DT plumb-humanities-2021 38 24 successfully successfully RB plumb-humanities-2021 38 25 - - HYPH plumb-humanities-2021 38 26 trained train VBN plumb-humanities-2021 38 27 model model NN plumb-humanities-2021 38 28 for for IN plumb-humanities-2021 38 29 analysis analysis NN plumb-humanities-2021 38 30 and and CC plumb-humanities-2021 38 31 interpretation interpretation NN plumb-humanities-2021 38 32 . . . plumb-humanities-2021 39 1 No no RB plumb-humanities-2021 39 2 matter matter RB plumb-humanities-2021 39 3 what what WP plumb-humanities-2021 39 4 the the DT plumb-humanities-2021 39 5 application application NN plumb-humanities-2021 39 6 , , , plumb-humanities-2021 39 7 the the DT plumb-humanities-2021 39 8 success success NN plumb-humanities-2021 39 9 of of IN plumb-humanities-2021 39 10 machine machine NN plumb-humanities-2021 39 11 learning learning NN plumb-humanities-2021 39 12 applications application NNS plumb-humanities-2021 39 13 is be VBZ plumb-humanities-2021 39 14 predicated predicate VBN plumb-humanities-2021 39 15 on on IN plumb-humanities-2021 39 16 creating create VBG plumb-humanities-2021 39 17 good good JJ plumb-humanities-2021 39 18 datasets dataset NNS plumb-humanities-2021 39 19 . . . plumb-humanities-2021 40 1 As as IN plumb-humanities-2021 40 2 a a DT plumb-humanities-2021 40 3 recent recent JJ plumb-humanities-2021 40 4 paper paper NN plumb-humanities-2021 40 5 in in IN plumb-humanities-2021 40 6 IEEE IEEE NNP plumb-humanities-2021 40 7 Transactions Transactions NNPS plumb-humanities-2021 40 8 on on IN plumb-humanities-2021 40 9 Knowledge Knowledge NNP plumb-humanities-2021 40 10 and and CC plumb-humanities-2021 40 11 Data Data NNP plumb-humanities-2021 40 12 En- En- NNP plumb-humanities-2021 40 13 gineering gineere VBG plumb-humanities-2021 40 14 notes note NNS plumb-humanities-2021 40 15 , , , plumb-humanities-2021 40 16 “ " `` plumb-humanities-2021 40 17 the the DT plumb-humanities-2021 40 18 majority majority NN plumb-humanities-2021 40 19 of of IN plumb-humanities-2021 40 20 the the DT plumb-humanities-2021 40 21 time time NN plumb-humanities-2021 40 22 for for IN plumb-humanities-2021 40 23 running run VBG plumb-humanities-2021 40 24 machine machine NN plumb-humanities-2021 40 25 learning learning NN plumb-humanities-2021 40 26 end end NN plumb-humanities-2021 40 27 - - HYPH plumb-humanities-2021 40 28 to to IN plumb-humanities-2021 40 29 - - HYPH plumb-humanities-2021 40 30 end end NN plumb-humanities-2021 40 31 is be VBZ plumb-humanities-2021 40 32 spent spend VBN plumb-humanities-2021 40 33 on on IN plumb-humanities-2021 40 34 preparing prepare VBG plumb-humanities-2021 40 35 the the DT plumb-humanities-2021 40 36 data datum NNS plumb-humanities-2021 40 37 , , , plumb-humanities-2021 40 38 which which WDT plumb-humanities-2021 40 39 includes include VBZ plumb-humanities-2021 40 40 collecting collecting NN plumb-humanities-2021 40 41 , , , plumb-humanities-2021 40 42 cleaning clean VBG plumb-humanities-2021 40 43 , , , plumb-humanities-2021 40 44 analyzing analyze VBG plumb-humanities-2021 40 45 , , , plumb-humanities-2021 40 46 visualizing visualize VBG plumb-humanities-2021 40 47 , , , plumb-humanities-2021 40 48 and and CC plumb-humanities-2021 40 49 feature feature NN plumb-humanities-2021 40 50 en- en- IN plumb-humanities-2021 40 51 gineering gineering NN plumb-humanities-2021 40 52 ” " '' plumb-humanities-2021 40 53 ( ( -LRB- plumb-humanities-2021 40 54 Roh Roh NNP plumb-humanities-2021 40 55 et et NNP plumb-humanities-2021 40 56 al al NNP plumb-humanities-2021 40 57 . . . plumb-humanities-2021 41 1 2019 2019 CD plumb-humanities-2021 41 2 , , , plumb-humanities-2021 41 3 1 1 CD plumb-humanities-2021 41 4 ) ) -RRB- plumb-humanities-2021 41 5 . . . plumb-humanities-2021 42 1 Acknowledging acknowledge VBG plumb-humanities-2021 42 2 this this DT plumb-humanities-2021 42 3 helps help VBZ plumb-humanities-2021 42 4 contextualize contextualize VB plumb-humanities-2021 42 5 machine machine NN plumb-humanities-2021 42 6 learning learning NN plumb-humanities-2021 42 7 al- al- NNP plumb-humanities-2021 42 8 gorithms gorithms NNP plumb-humanities-2021 42 9 for for IN plumb-humanities-2021 42 10 text text NN plumb-humanities-2021 42 11 analysis analysis NN plumb-humanities-2021 42 12 tasks task NNS plumb-humanities-2021 42 13 in in IN plumb-humanities-2021 42 14 the the DT plumb-humanities-2021 42 15 humanities humanity NNS plumb-humanities-2021 42 16 , , , plumb-humanities-2021 42 17 but but CC plumb-humanities-2021 42 18 also also RB plumb-humanities-2021 42 19 highlights highlight VBZ plumb-humanities-2021 42 20 data datum NNS plumb-humanities-2021 42 21 curation curation NN plumb-humanities-2021 42 22 challenges challenge NNS plumb-humanities-2021 42 23 that that WDT plumb-humanities-2021 42 24 can can MD plumb-humanities-2021 42 25 be be VB plumb-humanities-2021 42 26 taken take VBN plumb-humanities-2021 42 27 up up RP plumb-humanities-2021 42 28 in in IN plumb-humanities-2021 42 29 new new JJ plumb-humanities-2021 42 30 ways way NNS plumb-humanities-2021 42 31 by by IN plumb-humanities-2021 42 32 humanists humanist NNS plumb-humanities-2021 42 33 . . . plumb-humanities-2021 43 1 This this DT plumb-humanities-2021 43 2 naturally naturally RB plumb-humanities-2021 43 3 raises raise VBZ plumb-humanities-2021 43 4 questions question NNS plumb-humanities-2021 43 5 about about IN plumb-humanities-2021 43 6 how how WRB plumb-humanities-2021 43 7 ma- ma- JJ plumb-humanities-2021 43 8 chine chine NN plumb-humanities-2021 43 9 learning learn VBG plumb-humanities-2021 43 10 algorithms algorithm NNS plumb-humanities-2021 43 11 like like IN plumb-humanities-2021 43 12 word word NN plumb-humanities-2021 43 13 embeddings embedding NNS plumb-humanities-2021 43 14 are be VBP plumb-humanities-2021 43 15 implemented implement VBN plumb-humanities-2021 43 16 for for IN plumb-humanities-2021 43 17 text text NN plumb-humanities-2021 43 18 analysis analysis NN plumb-humanities-2021 43 19 , , , plumb-humanities-2021 43 20 and and CC plumb-humanities-2021 43 21 how how WRB plumb-humanities-2021 43 22 they -PRON- PRP plumb-humanities-2021 43 23 should should MD plumb-humanities-2021 43 24 be be VB plumb-humanities-2021 43 25 modified modify VBN plumb-humanities-2021 43 26 for for IN plumb-humanities-2021 43 27 historical historical JJ plumb-humanities-2021 43 28 research research NN plumb-humanities-2021 43 29 — — : plumb-humanities-2021 43 30 they -PRON- PRP plumb-humanities-2021 43 31 require require VBP plumb-humanities-2021 43 32 different different JJ plumb-humanities-2021 43 33 computational computational JJ plumb-humanities-2021 43 34 priorities priority NNS plumb-humanities-2021 43 35 and and CC plumb-humanities-2021 43 36 frameworks framework NNS plumb-humanities-2021 43 37 . . . plumb-humanities-2021 44 1 In in IN plumb-humanities-2021 44 2 parallel parallel NN plumb-humanities-2021 44 3 to to IN plumb-humanities-2021 44 4 the the DT plumb-humanities-2021 44 5 corpora corpora NN plumb-humanities-2021 44 6 considerations consideration NNS plumb-humanities-2021 44 7 that that WDT plumb-humanities-2021 44 8 computational computational JJ plumb-humanities-2021 44 9 humanities humanity NNS plumb-humanities-2021 44 10 scholars scholar NNS plumb-humanities-2021 44 11 ponder ponder VBP plumb-humanities-2021 44 12 , , , plumb-humanities-2021 44 13 there there EX plumb-humanities-2021 44 14 is be VBZ plumb-humanities-2021 44 15 an an DT plumb-humanities-2021 44 16 abundance abundance NN plumb-humanities-2021 44 17 of of IN plumb-humanities-2021 44 18 work work NN plumb-humanities-2021 44 19 , , , plumb-humanities-2021 44 20 across across IN plumb-humanities-2021 44 21 disciplines discipline NNS plumb-humanities-2021 44 22 such such JJ plumb-humanities-2021 44 23 as as IN plumb-humanities-2021 44 24 cognitive cognitive JJ plumb-humanities-2021 44 25 science science NN plumb-humanities-2021 44 26 and and CC plumb-humanities-2021 44 27 psychology psychology NN plumb-humanities-2021 44 28 ( ( -LRB- plumb-humanities-2021 44 29 Grif- Grif- NNP plumb-humanities-2021 44 30 fiths fith NNS plumb-humanities-2021 44 31 et et NNP plumb-humanities-2021 44 32 al al NNP plumb-humanities-2021 44 33 . . . plumb-humanities-2021 45 1 2007 2007 CD plumb-humanities-2021 45 2 ) ) -RRB- plumb-humanities-2021 45 3 , , , plumb-humanities-2021 45 4 that that IN plumb-humanities-2021 45 5 attempts attempt VBZ plumb-humanities-2021 45 6 to to TO plumb-humanities-2021 45 7 refine refine VB plumb-humanities-2021 45 8 the the DT plumb-humanities-2021 45 9 problems problem NNS plumb-humanities-2021 45 10 and and CC plumb-humanities-2021 45 11 limits limit NNS plumb-humanities-2021 45 12 of of IN plumb-humanities-2021 45 13 using use VBG plumb-humanities-2021 45 14 large large JJ plumb-humanities-2021 45 15 collections collection NNS plumb-humanities-2021 45 16 of of IN plumb-humanities-2021 45 17 text text NN plumb-humanities-2021 45 18 for for IN plumb-humanities-2021 45 19 training training NN plumb-humanities-2021 45 20 embeddings embedding NNS plumb-humanities-2021 45 21 . . . plumb-humanities-2021 46 1 These these DT plumb-humanities-2021 46 2 large large JJ plumb-humanities-2021 46 3 collections collection NNS plumb-humanities-2021 46 4 tend tend VBP plumb-humanities-2021 46 5 to to TO plumb-humanities-2021 46 6 reflect reflect VB plumb-humanities-2021 46 7 the the DT plumb-humanities-2021 46 8 biases bias NNS plumb-humanities-2021 46 9 that that WDT plumb-humanities-2021 46 10 exist exist VBP plumb-humanities-2021 46 11 in in IN plumb-humanities-2021 46 12 soci- soci- NN plumb-humanities-2021 46 13 ety ety NN plumb-humanities-2021 46 14 and and CC plumb-humanities-2021 46 15 history history NN plumb-humanities-2021 46 16 , , , plumb-humanities-2021 46 17 and and CC plumb-humanities-2021 46 18 in in IN plumb-humanities-2021 46 19 turn turn NN plumb-humanities-2021 46 20 , , , plumb-humanities-2021 46 21 systems system NNS plumb-humanities-2021 46 22 based base VBN plumb-humanities-2021 46 23 on on IN plumb-humanities-2021 46 24 these these DT plumb-humanities-2021 46 25 datasets dataset NNS plumb-humanities-2021 46 26 can can MD plumb-humanities-2021 46 27 make make VB plumb-humanities-2021 46 28 troubling troubling JJ plumb-humanities-2021 46 29 inferences inference NNS plumb-humanities-2021 46 30 , , , plumb-humanities-2021 46 31 now now RB plumb-humanities-2021 46 32 well well RB plumb-humanities-2021 46 33 documented document VBN plumb-humanities-2021 46 34 as as IN plumb-humanities-2021 46 35 algorithmic algorithmic NNP plumb-humanities-2021 46 36 bias.4 bias.4 NNP plumb-humanities-2021 46 37 Computer Computer NNP plumb-humanities-2021 46 38 science science NN plumb-humanities-2021 46 39 researchers researcher NNS plumb-humanities-2021 46 40 need need VBP plumb-humanities-2021 46 41 to to TO plumb-humanities-2021 46 42 evaluate evaluate VB plumb-humanities-2021 46 43 the the DT plumb-humanities-2021 46 44 social social JJ plumb-humanities-2021 46 45 dimensions dimension NNS plumb-humanities-2021 46 46 of of IN plumb-humanities-2021 46 47 their -PRON- PRP$ plumb-humanities-2021 46 48 applications application NNS plumb-humanities-2021 46 49 in in IN plumb-humanities-2021 46 50 diverse diverse JJ plumb-humanities-2021 46 51 societies society NNS plumb-humanities-2021 46 52 and and CC plumb-humanities-2021 46 53 find find VB plumb-humanities-2021 46 54 ways way NNS plumb-humanities-2021 46 55 to to TO plumb-humanities-2021 46 56 fairly fairly RB plumb-humanities-2021 46 57 represent represent VB plumb-humanities-2021 46 58 all all DT plumb-humanities-2021 46 59 popula- popula- JJ plumb-humanities-2021 46 60 tions tion NNS plumb-humanities-2021 46 61 . . . plumb-humanities-2021 47 1 3See 3see CD plumb-humanities-2021 47 2 Koehrsen Koehrsen NNP plumb-humanities-2021 47 3 2018 2018 CD plumb-humanities-2021 47 4 for for IN plumb-humanities-2021 47 5 a a DT plumb-humanities-2021 47 6 fuller full JJR plumb-humanities-2021 47 7 explanation explanation NN plumb-humanities-2021 47 8 of of IN plumb-humanities-2021 47 9 the the DT plumb-humanities-2021 47 10 process process NN plumb-humanities-2021 47 11 . . . plumb-humanities-2021 48 1 4As 4as CD plumb-humanities-2021 48 2 investigated investigate VBD plumb-humanities-2021 48 3 , , , plumb-humanities-2021 48 4 for for IN plumb-humanities-2021 48 5 instance instance NN plumb-humanities-2021 48 6 , , , plumb-humanities-2021 48 7 in in IN plumb-humanities-2021 48 8 Noble Noble NNP plumb-humanities-2021 48 9 2018 2018 CD plumb-humanities-2021 48 10 . . . plumb-humanities-2021 49 1 32 32 CD plumb-humanities-2021 49 2 Machine Machine NNP plumb-humanities-2021 49 3 Learning Learning NNP plumb-humanities-2021 49 4 , , , plumb-humanities-2021 49 5 Libraries Libraries NNPS plumb-humanities-2021 49 6 , , , plumb-humanities-2021 49 7 and and CC plumb-humanities-2021 49 8 Cross Cross NNP plumb-humanities-2021 49 9 - - NNP plumb-humanities-2021 49 10 Disciplinary Disciplinary NNP plumb-humanities-2021 49 11 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 49 12 3 3 CD plumb-humanities-2021 49 13 Digital Digital NNP plumb-humanities-2021 49 14 humanities humanity NNS plumb-humanities-2021 49 15 practices practice NNS plumb-humanities-2021 49 16 can can MD plumb-humanities-2021 49 17 implicitly implicitly RB plumb-humanities-2021 49 18 help help VB plumb-humanities-2021 49 19 address address VB plumb-humanities-2021 49 20 these these DT plumb-humanities-2021 49 21 issues issue NNS plumb-humanities-2021 49 22 . . . plumb-humanities-2021 50 1 Literary literary JJ plumb-humanities-2021 50 2 studies study NNS plumb-humanities-2021 50 3 , , , plumb-humanities-2021 50 4 as as IN plumb-humanities-2021 50 5 it -PRON- PRP plumb-humanities-2021 50 6 evolves evolve VBZ plumb-humanities-2021 50 7 towards towards IN plumb-humanities-2021 50 8 multivocality multivocality NN plumb-humanities-2021 50 9 and and CC plumb-humanities-2021 50 10 canon canon NN plumb-humanities-2021 50 11 expansion expansion NN plumb-humanities-2021 50 12 , , , plumb-humanities-2021 50 13 makes make VBZ plumb-humanities-2021 50 14 explicit explicit RB plumb-humanities-2021 50 15 a a DT plumb-humanities-2021 50 16 link link NN plumb-humanities-2021 50 17 between between IN plumb-humanities-2021 50 18 methods method NNS plumb-humanities-2021 50 19 of of IN plumb-humanities-2021 50 20 literary literary JJ plumb-humanities-2021 50 21 analysis analysis NN plumb-humanities-2021 50 22 and and CC plumb-humanities-2021 50 23 digital digital JJ plumb-humanities-2021 50 24 practices practice NNS plumb-humanities-2021 50 25 that that WDT plumb-humanities-2021 50 26 are be VBP plumb-humanities-2021 50 27 deliberately deliberately RB plumb-humanities-2021 50 28 inclusive inclusive JJ plumb-humanities-2021 50 29 , , , plumb-humanities-2021 50 30 less less RBR plumb-humanities-2021 50 31 - - HYPH plumb-humanities-2021 50 32 biased bias VBN plumb-humanities-2021 50 33 , , , plumb-humanities-2021 50 34 and and CC plumb-humanities-2021 50 35 diachronic diachronic JJ plumb-humanities-2021 50 36 ( ( -LRB- plumb-humanities-2021 50 37 rather rather RB plumb-humanities-2021 50 38 than than IN plumb-humanities-2021 50 39 ahistorical ahistorical JJ plumb-humanities-2021 50 40 ) ) -RRB- plumb-humanities-2021 50 41 . . . plumb-humanities-2021 51 1 Emerging emerge VBG plumb-humanities-2021 51 2 literary literary JJ plumb-humanities-2021 51 3 scholarship scholarship NN plumb-humanities-2021 51 4 uses use VBZ plumb-humanities-2021 51 5 computational computational JJ plumb-humanities-2021 51 6 methods method NNS plumb-humanities-2021 51 7 to to TO plumb-humanities-2021 51 8 question question VB plumb-humanities-2021 51 9 hegemonic hegemonic JJ plumb-humanities-2021 51 10 practices practice NNS plumb-humanities-2021 51 11 in in IN plumb-humanities-2021 51 12 the the DT plumb-humanities-2021 51 13 history history NN plumb-humanities-2021 51 14 of of IN plumb-humanities-2021 51 15 the the DT plumb-humanities-2021 51 16 field field NN plumb-humanities-2021 51 17 , , , plumb-humanities-2021 51 18 through through IN plumb-humanities-2021 51 19 the the DT plumb-humanities-2021 51 20 now now RB plumb-humanities-2021 51 21 - - HYPH plumb-humanities-2021 51 22 familiar familiar JJ plumb-humanities-2021 51 23 practice practice NN plumb-humanities-2021 51 24 of of IN plumb-humanities-2021 51 25 data datum NNS plumb-humanities-2021 51 26 cura- cura- NN plumb-humanities-2021 51 27 tion tion NN plumb-humanities-2021 51 28 ( ( -LRB- plumb-humanities-2021 51 29 Poole Poole NNP plumb-humanities-2021 51 30 2013 2013 CD plumb-humanities-2021 51 31 ) ) -RRB- plumb-humanities-2021 51 32 . . . plumb-humanities-2021 52 1 But but CC plumb-humanities-2021 52 2 this this DT plumb-humanities-2021 52 3 work work NN plumb-humanities-2021 52 4 can can MD plumb-humanities-2021 52 5 also also RB plumb-humanities-2021 52 6 help help VB plumb-humanities-2021 52 7 combat combat VB plumb-humanities-2021 52 8 algorithmic algorithmic JJ plumb-humanities-2021 52 9 bias bias NN plumb-humanities-2021 52 10 more more RBR plumb-humanities-2021 52 11 broadly broadly RB plumb-humanities-2021 52 12 , , , plumb-humanities-2021 52 13 and and CC plumb-humanities-2021 52 14 expand expand VB plumb-humanities-2021 52 15 beyond beyond IN plumb-humanities-2021 52 16 corpus corpus NNP plumb-humanities-2021 52 17 development development NN plumb-humanities-2021 52 18 into into IN plumb-humanities-2021 52 19 algorithmic algorithmic JJ plumb-humanities-2021 52 20 design design NN plumb-humanities-2021 52 21 . . . plumb-humanities-2021 53 1 As as IN plumb-humanities-2021 53 2 digital digital JJ plumb-humanities-2021 53 3 literary literary JJ plumb-humanities-2021 53 4 scholarship scholarship NN plumb-humanities-2021 53 5 continues continue VBZ plumb-humanities-2021 53 6 to to TO plumb-humanities-2021 53 7 deepen deepen VB plumb-humanities-2021 53 8 its -PRON- PRP$ plumb-humanities-2021 53 9 exchanges exchange NNS plumb-humanities-2021 53 10 with with IN plumb-humanities-2021 53 11 Sociology sociology NN plumb-humanities-2021 53 12 , , , plumb-humanities-2021 53 13 History history NN plumb-humanities-2021 53 14 , , , plumb-humanities-2021 53 15 and and CC plumb-humanities-2021 53 16 Information Information NNP plumb-humanities-2021 53 17 Science Science NNP plumb-humanities-2021 53 18 , , , plumb-humanities-2021 53 19 stronger strong JJR plumb-humanities-2021 53 20 methodologies methodology NNS plumb-humanities-2021 53 21 for for IN plumb-humanities-2021 53 22 using use VBG plumb-humanities-2021 53 23 fair fair JJ plumb-humanities-2021 53 24 and and CC plumb-humanities-2021 53 25 representative representative JJ plumb-humanities-2021 53 26 data datum NNS plumb-humanities-2021 53 27 will will MD plumb-humanities-2021 53 28 become become VB plumb-humanities-2021 53 29 pervasive pervasive JJ plumb-humanities-2021 53 30 throughout throughout IN plumb-humanities-2021 53 31 these these DT plumb-humanities-2021 53 32 disciplines discipline NNS plumb-humanities-2021 53 33 , , , plumb-humanities-2021 53 34 as as RB plumb-humanities-2021 53 35 well well RB plumb-humanities-2021 53 36 as as IN plumb-humanities-2021 53 37 in in IN plumb-humanities-2021 53 38 commercial commercial JJ plumb-humanities-2021 53 39 applications application NNS plumb-humanities-2021 53 40 . . . plumb-humanities-2021 54 1 Interdisciplinary Interdisciplinary NNP plumb-humanities-2021 54 2 methodologies methodology NNS plumb-humanities-2021 54 3 are be VBP plumb-humanities-2021 54 4 foundational foundational JJ plumb-humanities-2021 54 5 to to IN plumb-humanities-2021 54 6 future future JJ plumb-humanities-2021 54 7 com- com- NNP plumb-humanities-2021 54 8 putational putational JJ plumb-humanities-2021 54 9 literary literary JJ plumb-humanities-2021 54 10 research research NN plumb-humanities-2021 54 11 that that WDT plumb-humanities-2021 54 12 can can MD plumb-humanities-2021 54 13 make make VB plumb-humanities-2021 54 14 sophisticated sophisticated JJ plumb-humanities-2021 54 15 contributions contribution NNS plumb-humanities-2021 54 16 to to TO plumb-humanities-2021 54 17 text text NN plumb-humanities-2021 54 18 analysis analysis NN plumb-humanities-2021 54 19 . . . plumb-humanities-2021 55 1 The the DT plumb-humanities-2021 55 2 Bengal Bengal NNP plumb-humanities-2021 55 3 Annual Annual NNP plumb-humanities-2021 55 4 : : : plumb-humanities-2021 55 5 A a DT plumb-humanities-2021 55 6 Case Case NNP plumb-humanities-2021 55 7 Study Study NNP plumb-humanities-2021 55 8 Complex Complex NNP plumb-humanities-2021 55 9 relationships relationship NNS plumb-humanities-2021 55 10 between between IN plumb-humanities-2021 55 11 words word NNS plumb-humanities-2021 55 12 can can MD plumb-humanities-2021 55 13 not not RB plumb-humanities-2021 55 14 be be VB plumb-humanities-2021 55 15 fully fully RB plumb-humanities-2021 55 16 assessed assess VBN plumb-humanities-2021 55 17 with with IN plumb-humanities-2021 55 18 one one CD plumb-humanities-2021 55 19 flat flat JJ plumb-humanities-2021 55 20 application application NN plumb-humanities-2021 55 21 of of IN plumb-humanities-2021 55 22 a a DT plumb-humanities-2021 55 23 pow- pow- NN plumb-humanities-2021 55 24 erful erful JJ plumb-humanities-2021 55 25 tool tool NN plumb-humanities-2021 55 26 to to IN plumb-humanities-2021 55 27 a a DT plumb-humanities-2021 55 28 set set NN plumb-humanities-2021 55 29 of of IN plumb-humanities-2021 55 30 texts text NNS plumb-humanities-2021 55 31 . . . plumb-humanities-2021 56 1 But but CC plumb-humanities-2021 56 2 this this DT plumb-humanities-2021 56 3 does do VBZ plumb-humanities-2021 56 4 not not RB plumb-humanities-2021 56 5 mean mean VB plumb-humanities-2021 56 6 that that IN plumb-humanities-2021 56 7 the the DT plumb-humanities-2021 56 8 usefulness usefulness NN plumb-humanities-2021 56 9 of of IN plumb-humanities-2021 56 10 machine machine NN plumb-humanities-2021 56 11 learning learn VBG plumb-humanities-2021 56 12 for for IN plumb-humanities-2021 56 13 literature literature NN plumb-humanities-2021 56 14 is be VBZ plumb-humanities-2021 56 15 limited limited JJ plumb-humanities-2021 56 16 : : : plumb-humanities-2021 56 17 rather rather RB plumb-humanities-2021 56 18 , , , plumb-humanities-2021 56 19 scholars scholar NNS plumb-humanities-2021 56 20 can can MD plumb-humanities-2021 56 21 wield wield VB plumb-humanities-2021 56 22 it -PRON- PRP plumb-humanities-2021 56 23 to to TO plumb-humanities-2021 56 24 control control VB plumb-humanities-2021 56 25 how how WRB plumb-humanities-2021 56 26 machines machine NNS plumb-humanities-2021 56 27 learn learn VBP plumb-humanities-2021 56 28 sets set NNS plumb-humanities-2021 56 29 of of IN plumb-humanities-2021 56 30 relation- relation- NN plumb-humanities-2021 56 31 ships ship NNS plumb-humanities-2021 56 32 between between IN plumb-humanities-2021 56 33 concepts concept NNS plumb-humanities-2021 56 34 . . . plumb-humanities-2021 57 1 Choosing choose VBG plumb-humanities-2021 57 2 which which WDT plumb-humanities-2021 57 3 texts text NNS plumb-humanities-2021 57 4 to to TO plumb-humanities-2021 57 5 include include VB plumb-humanities-2021 57 6 in in IN plumb-humanities-2021 57 7 a a DT plumb-humanities-2021 57 8 corpus corpus NN plumb-humanities-2021 57 9 is be VBZ plumb-humanities-2021 57 10 coupled couple VBN plumb-humanities-2021 57 11 to to IN plumb-humanities-2021 57 12 decisions decision NNS plumb-humanities-2021 57 13 about about IN plumb-humanities-2021 57 14 whether whether IN plumb-humanities-2021 57 15 and and CC plumb-humanities-2021 57 16 how how WRB plumb-humanities-2021 57 17 to to TO plumb-humanities-2021 57 18 label label VB plumb-humanities-2021 57 19 its -PRON- PRP$ plumb-humanities-2021 57 20 contents content NNS plumb-humanities-2021 57 21 , , , plumb-humanities-2021 57 22 and and CC plumb-humanities-2021 57 23 how how WRB plumb-humanities-2021 57 24 to to TO plumb-humanities-2021 57 25 tune tune VB plumb-humanities-2021 57 26 the the DT plumb-humanities-2021 57 27 parameters parameter NNS plumb-humanities-2021 57 28 of of IN plumb-humanities-2021 57 29 the the DT plumb-humanities-2021 57 30 algorithms algorithm NNS plumb-humanities-2021 57 31 . . . plumb-humanities-2021 58 1 For for IN plumb-humanities-2021 58 2 the the DT plumb-humanities-2021 58 3 purposes purpose NNS plumb-humanities-2021 58 4 of of IN plumb-humanities-2021 58 5 literary literary JJ plumb-humanities-2021 58 6 analysis analysis NN plumb-humanities-2021 58 7 , , , plumb-humanities-2021 58 8 these these DT plumb-humanities-2021 58 9 should should MD plumb-humanities-2021 58 10 be be VB plumb-humanities-2021 58 11 embraced embrace VBN plumb-humanities-2021 58 12 as as IN plumb-humanities-2021 58 13 interpretive interpretive JJ plumb-humanities-2021 58 14 , , , plumb-humanities-2021 58 15 biased biased JJ plumb-humanities-2021 58 16 acts act NNS plumb-humanities-2021 58 17 — — : plumb-humanities-2021 58 18 ones one NNS plumb-humanities-2021 58 19 that that WDT plumb-humanities-2021 58 20 deepen deepen VBP plumb-humanities-2021 58 21 understanding understanding NN plumb-humanities-2021 58 22 of of IN plumb-humanities-2021 58 23 commonly commonly RB plumb-humanities-2021 58 24 - - HYPH plumb-humanities-2021 58 25 employed employ VBN plumb-humanities-2021 58 26 computational computational JJ plumb-humanities-2021 58 27 methods method NNS plumb-humanities-2021 58 28 — — : plumb-humanities-2021 58 29 and and CC plumb-humanities-2021 58 30 folded fold VBN plumb-humanities-2021 58 31 into into IN plumb-humanities-2021 58 32 emerging emerge VBG plumb-humanities-2021 58 33 methodologies methodology NNS plumb-humanities-2021 58 34 . . . plumb-humanities-2021 59 1 Because because IN plumb-humanities-2021 59 2 humanities humanity NNS plumb-humanities-2021 59 3 scholars scholar NNS plumb-humanities-2021 59 4 are be VBP plumb-humanities-2021 59 5 not not RB plumb-humanities-2021 59 6 generating generate VBG plumb-humanities-2021 59 7 models model NNS plumb-humanities-2021 59 8 to to TO plumb-humanities-2021 59 9 serve serve VB plumb-humanities-2021 59 10 appli- appli- JJ plumb-humanities-2021 59 11 cations cation NNS plumb-humanities-2021 59 12 with with IN plumb-humanities-2021 59 13 thousands thousand NNS plumb-humanities-2021 59 14 of of IN plumb-humanities-2021 59 15 end end NN plumb-humanities-2021 59 16 - - HYPH plumb-humanities-2021 59 17 users user NNS plumb-humanities-2021 59 18 who who WP plumb-humanities-2021 59 19 primarily primarily RB plumb-humanities-2021 59 20 expect expect VBP plumb-humanities-2021 59 21 accuracy accuracy NN plumb-humanities-2021 59 22 , , , plumb-humanities-2021 59 23 they -PRON- PRP plumb-humanities-2021 59 24 can can MD plumb-humanities-2021 59 25 exploit exploit VB plumb-humanities-2021 59 26 the the DT plumb-humanities-2021 59 27 fallacies fallacy NNS plumb-humanities-2021 59 28 of of IN plumb-humanities-2021 59 29 machine machine NN plumb-humanities-2021 59 30 learning learn VBG plumb-humanities-2021 59 31 in in IN plumb-humanities-2021 59 32 order order NN plumb-humanities-2021 59 33 to to TO plumb-humanities-2021 59 34 improve improve VB plumb-humanities-2021 59 35 how how WRB plumb-humanities-2021 59 36 dataset dataset JJ plumb-humanities-2021 59 37 management management NN plumb-humanities-2021 59 38 and and CC plumb-humanities-2021 59 39 feature feature NN plumb-humanities-2021 59 40 engineering engineering NN plumb-humanities-2021 59 41 are be VBP plumb-humanities-2021 59 42 conducted conduct VBN plumb-humanities-2021 59 43 . . . plumb-humanities-2021 60 1 Working work VBG plumb-humanities-2021 60 2 with with IN plumb-humanities-2021 60 3 big big JJ plumb-humanities-2021 60 4 data datum NNS plumb-humanities-2021 60 5 in in IN plumb-humanities-2021 60 6 order order NN plumb-humanities-2021 60 7 to to TO plumb-humanities-2021 60 8 generate generate VB plumb-humanities-2021 60 9 models model NNS plumb-humanities-2021 60 10 is be VBZ plumb-humanities-2021 60 11 n’t not RB plumb-humanities-2021 60 12 valuable valuable JJ plumb-humanities-2021 60 13 because because IN plumb-humanities-2021 60 14 it -PRON- PRP plumb-humanities-2021 60 15 reveals reveal VBZ plumb-humanities-2021 60 16 history history NN plumb-humanities-2021 60 17 ’s ’s POS plumb-humanities-2021 60 18 “ " `` plumb-humanities-2021 60 19 true true JJ plumb-humanities-2021 60 20 ” " '' plumb-humanities-2021 60 21 cultural cultural JJ plumb-humanities-2021 60 22 patterns pattern NNS plumb-humanities-2021 60 23 , , , plumb-humanities-2021 60 24 but but CC plumb-humanities-2021 60 25 because because IN plumb-humanities-2021 60 26 it -PRON- PRP plumb-humanities-2021 60 27 demonstrates demonstrate VBZ plumb-humanities-2021 60 28 how how WRB plumb-humanities-2021 60 29 machines machine NNS plumb-humanities-2021 60 30 already already RB plumb-humanities-2021 60 31 circulate circulate VBP plumb-humanities-2021 60 32 those those DT plumb-humanities-2021 60 33 “ " `` plumb-humanities-2021 60 34 truths truth NNS plumb-humanities-2021 60 35 . . . plumb-humanities-2021 60 36 ” " '' plumb-humanities-2021 60 37 A a DT plumb-humanities-2021 60 38 scholar scholar NN plumb-humanities-2021 60 39 ’s ’s POS plumb-humanities-2021 60 40 deep deep JJ plumb-humanities-2021 60 41 knowledge knowledge NN plumb-humanities-2021 60 42 of of IN plumb-humanities-2021 60 43 the the DT plumb-humanities-2021 60 44 historical historical JJ plumb-humanities-2021 60 45 content content NN plumb-humanities-2021 60 46 and and CC plumb-humanities-2021 60 47 formalities formality NNS plumb-humanities-2021 60 48 of of IN plumb-humanities-2021 60 49 language language NN plumb-humanities-2021 60 50 can can MD plumb-humanities-2021 60 51 determine determine VB plumb-humanities-2021 60 52 how how WRB plumb-humanities-2021 60 53 corpora corpora NN plumb-humanities-2021 60 54 are be VBP plumb-humanities-2021 60 55 compared compare VBN plumb-humanities-2021 60 56 , , , plumb-humanities-2021 60 57 how how WRB plumb-humanities-2021 60 58 we -PRON- PRP plumb-humanities-2021 60 59 experiment experiment VBP plumb-humanities-2021 60 60 with with IN plumb-humanities-2021 60 61 known know VBN plumb-humanities-2021 60 62 biases bias NNS plumb-humanities-2021 60 63 , , , plumb-humanities-2021 60 64 and and CC plumb-humanities-2021 60 65 how how WRB plumb-humanities-2021 60 66 we -PRON- PRP plumb-humanities-2021 60 67 move move VBP plumb-humanities-2021 60 68 towards towards IN plumb-humanities-2021 60 69 a a DT plumb-humanities-2021 60 70 future future JJ plumb-humanities-2021 60 71 landscape landscape NN plumb-humanities-2021 60 72 of of IN plumb-humanities-2021 60 73 literary literary JJ plumb-humanities-2021 60 74 analysis analysis NN plumb-humanities-2021 60 75 that that WDT plumb-humanities-2021 60 76 is be VBZ plumb-humanities-2021 60 77 inclusive inclusive JJ plumb-humanities-2021 60 78 of of IN plumb-humanities-2021 60 79 marginalized marginalized JJ plumb-humanities-2021 60 80 texts text NNS plumb-humanities-2021 60 81 and and CC plumb-humanities-2021 60 82 the the DT plumb-humanities-2021 60 83 latest late JJS plumb-humanities-2021 60 84 cultural cultural JJ plumb-humanities-2021 60 85 theory theory NN plumb-humanities-2021 60 86 . . . plumb-humanities-2021 61 1 Roopika Roopika NNP plumb-humanities-2021 61 2 Risam Risam NNP plumb-humanities-2021 61 3 , , , plumb-humanities-2021 61 4 for for IN plumb-humanities-2021 61 5 instance instance NN plumb-humanities-2021 61 6 , , , plumb-humanities-2021 61 7 advocates advocate NNS plumb-humanities-2021 61 8 for for IN plumb-humanities-2021 61 9 both both CC plumb-humanities-2021 61 10 a a DT plumb-humanities-2021 61 11 theoretical theoretical JJ plumb-humanities-2021 61 12 and and CC plumb-humanities-2021 61 13 practice practice NN plumb-humanities-2021 61 14 - - HYPH plumb-humanities-2021 61 15 based base VBN plumb-humanities-2021 61 16 decoloniza- decoloniza- JJ plumb-humanities-2021 61 17 tion tion NN plumb-humanities-2021 61 18 of of IN plumb-humanities-2021 61 19 the the DT plumb-humanities-2021 61 20 digital digital JJ plumb-humanities-2021 61 21 humanities humanity NNS plumb-humanities-2021 61 22 , , , plumb-humanities-2021 61 23 noting note VBG plumb-humanities-2021 61 24 ways way NNS plumb-humanities-2021 61 25 that that WDT plumb-humanities-2021 61 26 postcolonial postcolonial JJ plumb-humanities-2021 61 27 digital digital JJ plumb-humanities-2021 61 28 archives archive NNS plumb-humanities-2021 61 29 can can MD plumb-humanities-2021 61 30 intervene intervene VB plumb-humanities-2021 61 31 in in IN plumb-humanities-2021 61 32 knowledge knowledge NN plumb-humanities-2021 61 33 production production NN plumb-humanities-2021 61 34 in in IN plumb-humanities-2021 61 35 society society NN plumb-humanities-2021 61 36 ( ( -LRB- plumb-humanities-2021 61 37 2018 2018 CD plumb-humanities-2021 61 38 , , , plumb-humanities-2021 61 39 79 79 CD plumb-humanities-2021 61 40 ) ) -RRB- plumb-humanities-2021 61 41 . . . plumb-humanities-2021 62 1 Corpora Corpora NNP plumb-humanities-2021 62 2 created create VBD plumb-humanities-2021 62 3 from from IN plumb-humanities-2021 62 4 periods period NNS plumb-humanities-2021 62 5 of of IN plumb-humanities-2021 62 6 revolution revolution NN plumb-humanities-2021 62 7 , , , plumb-humanities-2021 62 8 then then RB plumb-humanities-2021 62 9 , , , plumb-humanities-2021 62 10 might may MD plumb-humanities-2021 62 11 reveal reveal VB plumb-humanities-2021 62 12 especially especially RB plumb-humanities-2021 62 13 useful useful JJ plumb-humanities-2021 62 14 vector vector NN plumb-humanities-2021 62 15 relationships relationship NNS plumb-humanities-2021 62 16 and and CC plumb-humanities-2021 62 17 lead lead VBP plumb-humanities-2021 62 18 to to IN plumb-humanities-2021 62 19 better well JJR plumb-humanities-2021 62 20 understanding understanding NN plumb-humanities-2021 62 21 of of IN plumb-humanities-2021 62 22 semantic semantic JJ plumb-humanities-2021 62 23 changes change NNS plumb-humanities-2021 62 24 during during IN plumb-humanities-2021 62 25 those those DT plumb-humanities-2021 62 26 times time NNS plumb-humanities-2021 62 27 . . . plumb-humanities-2021 63 1 Those those DT plumb-humanities-2021 63 2 word word NN plumb-humanities-2021 63 3 embeddings embedding NNS plumb-humanities-2021 63 4 might may MD plumb-humanities-2021 63 5 be be VB plumb-humanities-2021 63 6 useful useful JJ plumb-humanities-2021 63 7 for for IN plumb-humanities-2021 63 8 teaching teach VBG plumb-humanities-2021 63 9 computers computer NNS plumb-humanities-2021 63 10 racialized racialize VBD plumb-humanities-2021 63 11 language language NN plumb-humanities-2021 63 12 over over IN plumb-humanities-2021 63 13 timelines timeline NNS plumb-humanities-2021 63 14 , , , plumb-humanities-2021 63 15 so so IN plumb-humanities-2021 63 16 that that DT plumb-humanities-2021 63 17 machine machine NN plumb-humanities-2021 63 18 learning learning NN plumb-humanities-2021 63 19 applications application NNS plumb-humanities-2021 63 20 do do VBP plumb-humanities-2021 63 21 not not RB plumb-humanities-2021 63 22 only only RB plumb-humanities-2021 63 23 “ " `` plumb-humanities-2021 63 24 read read VB plumb-humanities-2021 63 25 ” " '' plumb-humanities-2021 63 26 his- his- RB plumb-humanities-2021 63 27 tory tory NN plumb-humanities-2021 63 28 as as IN plumb-humanities-2021 63 29 a a DT plumb-humanities-2021 63 30 flat flat JJ plumb-humanities-2021 63 31 set set NN plumb-humanities-2021 63 32 of of IN plumb-humanities-2021 63 33 relationships relationship NNS plumb-humanities-2021 63 34 , , , plumb-humanities-2021 63 35 and and CC plumb-humanities-2021 63 36 inevitably inevitably RB plumb-humanities-2021 63 37 reflect reflect VB plumb-humanities-2021 63 38 the the DT plumb-humanities-2021 63 39 worst bad JJS plumb-humanities-2021 63 40 of of IN plumb-humanities-2021 63 41 its -PRON- PRP$ plumb-humanities-2021 63 42 biases bias NNS plumb-humanities-2021 63 43 . . . plumb-humanities-2021 64 1 To to TO plumb-humanities-2021 64 2 begin begin VB plumb-humanities-2021 64 3 to to TO plumb-humanities-2021 64 4 unpack unpack VB plumb-humanities-2021 64 5 this this DT plumb-humanities-2021 64 6 process process NN plumb-humanities-2021 64 7 , , , plumb-humanities-2021 64 8 I -PRON- PRP plumb-humanities-2021 64 9 will will MD plumb-humanities-2021 64 10 present present VB plumb-humanities-2021 64 11 a a DT plumb-humanities-2021 64 12 case case NN plumb-humanities-2021 64 13 study study NN plumb-humanities-2021 64 14 on on IN plumb-humanities-2021 64 15 the the DT plumb-humanities-2021 64 16 1830 1830 CD plumb-humanities-2021 64 17 Bengal Bengal NNP plumb-humanities-2021 64 18 Annual Annual NNP plumb-humanities-2021 64 19 and and CC plumb-humanities-2021 64 20 a a DT plumb-humanities-2021 64 21 corpus corpus NN plumb-humanities-2021 64 22 of of IN plumb-humanities-2021 64 23 similarly similarly RB plumb-humanities-2021 64 24 - - HYPH plumb-humanities-2021 64 25 situated situate VBN plumb-humanities-2021 64 26 texts text NNS plumb-humanities-2021 64 27 . . . plumb-humanities-2021 65 1 Our -PRON- PRP$ plumb-humanities-2021 65 2 team team NN plumb-humanities-2021 65 3 , , , plumb-humanities-2021 65 4 made make VBN plumb-humanities-2021 65 5 up up RP plumb-humanities-2021 65 6 of of IN plumb-humanities-2021 65 7 students student NNS plumb-humanities-2021 65 8 in in IN plumb-humanities-2021 65 9 Katherine Katherine NNP plumb-humanities-2021 65 10 D. D. NNP plumb-humanities-2021 65 11 Harris Harris NNP plumb-humanities-2021 65 12 ’s ’s POS plumb-humanities-2021 65 13 graduate graduate NN plumb-humanities-2021 65 14 seminar seminar NN plumb-humanities-2021 65 15 on on IN plumb-humanities-2021 65 16 decolonizing decolonize VBG plumb-humanities-2021 65 17 Romantic Romantic NNP plumb-humanities-2021 65 18 Literature Literature NNP plumb-humanities-2021 65 19 at at IN plumb-humanities-2021 65 20 San San NNP plumb-humanities-2021 65 21 Jose Jose NNP plumb-humanities-2021 65 22 State State NNP plumb-humanities-2021 65 23 University University NNP plumb-humanities-2021 65 24 , , , plumb-humanities-2021 65 25 asked ask VBD plumb-humanities-2021 65 26 : : : plumb-humanities-2021 65 27 can can MD plumb-humanities-2021 65 28 we -PRON- PRP plumb-humanities-2021 65 29 operationalize operationalize VB plumb-humanities-2021 65 30 questions question NNS plumb-humanities-2021 65 31 that that WDT plumb-humanities-2021 65 32 arise arise VBP plumb-humanities-2021 65 33 from from IN plumb-humanities-2021 65 34 close close JJ plumb-humanities-2021 65 35 readings reading NNS plumb-humanities-2021 65 36 of of IN plumb-humanities-2021 65 37 texts text NNS plumb-humanities-2021 65 38 to to TO plumb-humanities-2021 65 39 turn turn VB plumb-humanities-2021 65 40 problematic problematic JJ plumb-humanities-2021 65 41 quanti- quanti- NN plumb-humanities-2021 65 42 tative tative NN plumb-humanities-2021 65 43 evaluations evaluation NNS plumb-humanities-2021 65 44 of of IN plumb-humanities-2021 65 45 words word NNS plumb-humanities-2021 65 46 into into IN plumb-humanities-2021 65 47 more more JJR plumb-humanities-2021 65 48 complex complex JJ plumb-humanities-2021 65 49 methods method NNS plumb-humanities-2021 65 50 of of IN plumb-humanities-2021 65 51 interpretation interpretation NN plumb-humanities-2021 65 52 ? ? . plumb-humanities-2021 66 1 A a DT plumb-humanities-2021 66 2 computer computer NN plumb-humanities-2021 66 3 can can MD plumb-humanities-2021 66 4 not not RB plumb-humanities-2021 66 5 interpret interpret VB plumb-humanities-2021 66 6 complex complex JJ plumb-humanities-2021 66 7 cultural cultural JJ plumb-humanities-2021 66 8 concepts concept NNS plumb-humanities-2021 66 9 , , , plumb-humanities-2021 66 10 but but CC plumb-humanities-2021 66 11 it -PRON- PRP plumb-humanities-2021 66 12 can can MD plumb-humanities-2021 66 13 be be VB plumb-humanities-2021 66 14 instructed instruct VBN plumb-humanities-2021 66 15 to to TO plumb-humanities-2021 66 16 weigh weigh VB plumb-humanities-2021 66 17 time time NN plumb-humanities-2021 66 18 period period NN plumb-humanities-2021 66 19 , , , plumb-humanities-2021 66 20 narrative narrative JJ plumb-humanities-2021 66 21 per- per- NN plumb-humanities-2021 66 22 spective spective JJ plumb-humanities-2021 66 23 , , , plumb-humanities-2021 66 24 and and CC plumb-humanities-2021 66 25 publication publication NN plumb-humanities-2021 66 26 venue venue NN plumb-humanities-2021 66 27 , , , plumb-humanities-2021 66 28 much much RB plumb-humanities-2021 66 29 as as IN plumb-humanities-2021 66 30 a a DT plumb-humanities-2021 66 31 literary literary JJ plumb-humanities-2021 66 32 scholar scholar NN plumb-humanities-2021 66 33 would would MD plumb-humanities-2021 66 34 . . . plumb-humanities-2021 67 1 With with IN plumb-humanities-2021 67 2 the the DT plumb-humanities-2021 67 3 explosion explosion NN plumb-humanities-2021 67 4 of of IN plumb-humanities-2021 67 5 print print NN plumb-humanities-2021 67 6 culture culture NN plumb-humanities-2021 67 7 in in IN plumb-humanities-2021 67 8 England England NNP plumb-humanities-2021 67 9 in in IN plumb-humanities-2021 67 10 the the DT plumb-humanities-2021 67 11 first first JJ plumb-humanities-2021 67 12 half half NN plumb-humanities-2021 67 13 of of IN plumb-humanities-2021 67 14 the the DT plumb-humanities-2021 67 15 nineteenth nineteenth JJ plumb-humanities-2021 67 16 century century NN plumb-humanities-2021 67 17 , , , plumb-humanities-2021 67 18 publishers publisher NNS plumb-humanities-2021 67 19 began begin VBD plumb-humanities-2021 67 20 introducing introduce VBG plumb-humanities-2021 67 21 new new JJ plumb-humanities-2021 67 22 forms form NNS plumb-humanities-2021 67 23 of of IN plumb-humanities-2021 67 24 serialized serialize VBN plumb-humanities-2021 67 25 print print NN plumb-humanities-2021 67 26 materials material NNS plumb-humanities-2021 67 27 , , , plumb-humanities-2021 67 28 which which WDT plumb-humanities-2021 67 29 included include VBD plumb-humanities-2021 67 30 serialized serialize VBN plumb-humanities-2021 67 31 Plumb Plumb NNP plumb-humanities-2021 67 32 33 33 CD plumb-humanities-2021 67 33 publications publication NNS plumb-humanities-2021 67 34 known know VBN plumb-humanities-2021 67 35 as as IN plumb-humanities-2021 67 36 literary literary JJ plumb-humanities-2021 67 37 annuals annual NNS plumb-humanities-2021 67 38 ( ( -LRB- plumb-humanities-2021 67 39 Harris Harris NNP plumb-humanities-2021 67 40 2015 2015 CD plumb-humanities-2021 67 41 ) ) -RRB- plumb-humanities-2021 67 42 . . . plumb-humanities-2021 68 1 These these DT plumb-humanities-2021 68 2 multi multi JJ plumb-humanities-2021 68 3 - - JJ plumb-humanities-2021 68 4 author author NN plumb-humanities-2021 68 5 texts text NNS plumb-humanities-2021 68 6 were be VBD plumb-humanities-2021 68 7 commonly commonly RB plumb-humanities-2021 68 8 produced produce VBN plumb-humanities-2021 68 9 as as IN plumb-humanities-2021 68 10 high high JJ plumb-humanities-2021 68 11 - - HYPH plumb-humanities-2021 68 12 quality quality NN plumb-humanities-2021 68 13 volumes volume NNS plumb-humanities-2021 68 14 that that WDT plumb-humanities-2021 68 15 could could MD plumb-humanities-2021 68 16 be be VB plumb-humanities-2021 68 17 purchased purchase VBN plumb-humanities-2021 68 18 as as IN plumb-humanities-2021 68 19 gifts gift NNS plumb-humanities-2021 68 20 in in IN plumb-humanities-2021 68 21 the the DT plumb-humanities-2021 68 22 months month NNS plumb-humanities-2021 68 23 leading lead VBG plumb-humanities-2021 68 24 up up IN plumb-humanities-2021 68 25 to to IN plumb-humanities-2021 68 26 the the DT plumb-humanities-2021 68 27 holiday holiday NN plumb-humanities-2021 68 28 season season NN plumb-humanities-2021 68 29 . . . plumb-humanities-2021 69 1 As as IN plumb-humanities-2021 69 2 a a DT plumb-humanities-2021 69 3 genre genre NN plumb-humanities-2021 69 4 , , , plumb-humanities-2021 69 5 the the DT plumb-humanities-2021 69 6 annual annual JJ plumb-humanities-2021 69 7 included include VBN plumb-humanities-2021 69 8 poetry poetry NN plumb-humanities-2021 69 9 , , , plumb-humanities-2021 69 10 prose prose NN plumb-humanities-2021 69 11 , , , plumb-humanities-2021 69 12 and and CC plumb-humanities-2021 69 13 engravings engraving NNS plumb-humanities-2021 69 14 , , , plumb-humanities-2021 69 15 among among IN plumb-humanities-2021 69 16 other other JJ plumb-humanities-2021 69 17 varieties variety NNS plumb-humanities-2021 69 18 of of IN plumb-humanities-2021 69 19 content content NN plumb-humanities-2021 69 20 , , , plumb-humanities-2021 69 21 very very RB plumb-humanities-2021 69 22 often often RB plumb-humanities-2021 69 23 from from IN plumb-humanities-2021 69 24 well well RB plumb-humanities-2021 69 25 - - HYPH plumb-humanities-2021 69 26 known know VBN plumb-humanities-2021 69 27 authors author NNS plumb-humanities-2021 69 28 . . . plumb-humanities-2021 70 1 Literary literary JJ plumb-humanities-2021 70 2 annuals annual NNS plumb-humanities-2021 70 3 represent represent VBP plumb-humanities-2021 70 4 a a DT plumb-humanities-2021 70 5 significant significant JJ plumb-humanities-2021 70 6 shift shift NN plumb-humanities-2021 70 7 in in IN plumb-humanities-2021 70 8 the the DT plumb-humanities-2021 70 9 economics economic NNS plumb-humanities-2021 70 10 surrounding surround VBG plumb-humanities-2021 70 11 the the DT plumb-humanities-2021 70 12 production production NN plumb-humanities-2021 70 13 of of IN plumb-humanities-2021 70 14 print print NN plumb-humanities-2021 70 15 materials material NNS plumb-humanities-2021 70 16 for for IN plumb-humanities-2021 70 17 mass mass JJ plumb-humanities-2021 70 18 consumption consumption NN plumb-humanities-2021 70 19 — — : plumb-humanities-2021 70 20 for for IN plumb-humanities-2021 70 21 instance instance NN plumb-humanities-2021 70 22 , , , plumb-humanities-2021 70 23 contributors contributor NNS plumb-humanities-2021 70 24 were be VBD plumb-humanities-2021 70 25 typically typically RB plumb-humanities-2021 70 26 paid pay VBN plumb-humanities-2021 70 27 . . . plumb-humanities-2021 71 1 And and CC plumb-humanities-2021 71 2 annuals annual NNS plumb-humanities-2021 71 3 , , , plumb-humanities-2021 71 4 though though IN plumb-humanities-2021 71 5 a a DT plumb-humanities-2021 71 6 luxury luxury NN plumb-humanities-2021 71 7 item item NN plumb-humanities-2021 71 8 , , , plumb-humanities-2021 71 9 were be VBD plumb-humanities-2021 71 10 more more RBR plumb-humanities-2021 71 11 affordable affordable JJ plumb-humanities-2021 71 12 than than IN plumb-humanities-2021 71 13 books book NNS plumb-humanities-2021 71 14 sold sell VBN plumb-humanities-2021 71 15 before before IN plumb-humanities-2021 71 16 the the DT plumb-humanities-2021 71 17 mechanization mechanization NN plumb-humanities-2021 71 18 of of IN plumb-humanities-2021 71 19 the the DT plumb-humanities-2021 71 20 printing print VBG plumb-humanities-2021 71 21 press press NN plumb-humanities-2021 71 22 ( ( -LRB- plumb-humanities-2021 71 23 Harris Harris NNP plumb-humanities-2021 71 24 2015 2015 CD plumb-humanities-2021 71 25 , , , plumb-humanities-2021 71 26 1 1 CD plumb-humanities-2021 71 27 - - SYM plumb-humanities-2021 71 28 29 29 CD plumb-humanities-2021 71 29 ) ) -RRB- plumb-humanities-2021 71 30 . . . plumb-humanities-2021 72 1 Literary literary JJ plumb-humanities-2021 72 2 annuals annual NNS plumb-humanities-2021 72 3 and and CC plumb-humanities-2021 72 4 other other JJ plumb-humanities-2021 72 5 periodicals periodical NNS plumb-humanities-2021 72 6 are be VBP plumb-humanities-2021 72 7 interesting interesting JJ plumb-humanities-2021 72 8 sites site NNS plumb-humanities-2021 72 9 of of IN plumb-humanities-2021 72 10 literary literary JJ plumb-humanities-2021 72 11 study study NN plumb-humanities-2021 72 12 because because IN plumb-humanities-2021 72 13 they -PRON- PRP plumb-humanities-2021 72 14 can can MD plumb-humanities-2021 72 15 be be VB plumb-humanities-2021 72 16 read read VBN plumb-humanities-2021 72 17 as as IN plumb-humanities-2021 72 18 reinforcing reinforce VBG plumb-humanities-2021 72 19 or or CC plumb-humanities-2021 72 20 resisting resist VBG plumb-humanities-2021 72 21 the the DT plumb-humanities-2021 72 22 British British NNP plumb-humanities-2021 72 23 Empire Empire NNP plumb-humanities-2021 72 24 . . . plumb-humanities-2021 73 1 London London NNP plumb-humanities-2021 73 2 - - HYPH plumb-humanities-2021 73 3 based base VBN plumb-humanities-2021 73 4 periodicals periodical NNS plumb-humanities-2021 73 5 were be VBD plumb-humanities-2021 73 6 eventually eventually RB plumb-humanities-2021 73 7 distributed distribute VBN plumb-humanities-2021 73 8 to to IN plumb-humanities-2021 73 9 all all DT plumb-humanities-2021 73 10 of of IN plumb-humanities-2021 73 11 Britain Britain NNP plumb-humanities-2021 73 12 ’s ’s POS plumb-humanities-2021 73 13 colonial colonial JJ plumb-humanities-2021 73 14 holdings holding NNS plumb-humanities-2021 73 15 , , , plumb-humanities-2021 73 16 including include VBG plumb-humanities-2021 73 17 India India NNP plumb-humanities-2021 73 18 ( ( -LRB- plumb-humanities-2021 73 19 Harris Harris NNP plumb-humanities-2021 73 20 2019 2019 CD plumb-humanities-2021 73 21 ) ) -RRB- plumb-humanities-2021 73 22 . . . plumb-humanities-2021 74 1 As as IN plumb-humanities-2021 74 2 The the DT plumb-humanities-2021 74 3 Bengal Bengal NNP plumb-humanities-2021 74 4 Annual Annual NNP plumb-humanities-2021 74 5 was be VBD plumb-humanities-2021 74 6 written write VBN plumb-humanities-2021 74 7 in in IN plumb-humanities-2021 74 8 India India NNP plumb-humanities-2021 74 9 and and CC plumb-humanities-2021 74 10 contains contain VBZ plumb-humanities-2021 74 11 a a DT plumb-humanities-2021 74 12 small small JJ plumb-humanities-2021 74 13 representation representation NN plumb-humanities-2021 74 14 of of IN plumb-humanities-2021 74 15 Indian indian JJ plumb-humanities-2021 74 16 authors author NNS plumb-humanities-2021 74 17 , , , plumb-humanities-2021 74 18 our -PRON- PRP$ plumb-humanities-2021 74 19 project project NN plumb-humanities-2021 74 20 investigates investigate VBZ plumb-humanities-2021 74 21 it -PRON- PRP plumb-humanities-2021 74 22 as as IN plumb-humanities-2021 74 23 a a DT plumb-humanities-2021 74 24 variation variation NN plumb-humanities-2021 74 25 on on IN plumb-humanities-2021 74 26 British british JJ plumb-humanities-2021 74 27 - - HYPH plumb-humanities-2021 74 28 centric centric NN plumb-humanities-2021 74 29 reading reading NN plumb-humanities-2021 74 30 materials material NNS plumb-humanities-2021 74 31 of of IN plumb-humanities-2021 74 32 the the DT plumb-humanities-2021 74 33 time time NN plumb-humanities-2021 74 34 , , , plumb-humanities-2021 74 35 which which WDT plumb-humanities-2021 74 36 perhaps perhaps RB plumb-humanities-2021 74 37 offered offer VBD plumb-humanities-2021 74 38 a a DT plumb-humanities-2021 74 39 provisional provisional JJ plumb-humanities-2021 74 40 voice voice NN plumb-humanities-2021 74 41 to to IN plumb-humanities-2021 74 42 a a DT plumb-humanities-2021 74 43 wider wide JJR plumb-humanities-2021 74 44 community community NN plumb-humanities-2021 74 45 of of IN plumb-humanities-2021 74 46 writers writer NNS plumb-humanities-2021 74 47 ( ( -LRB- plumb-humanities-2021 74 48 though though IN plumb-humanities-2021 74 49 not not RB plumb-humanities-2021 74 50 without without IN plumb-humanities-2021 74 51 claims claim NNS plumb-humanities-2021 74 52 of of IN plumb-humanities-2021 74 53 superiority superiority NN plumb-humanities-2021 74 54 over over IN plumb-humanities-2021 74 55 the the DT plumb-humanities-2021 74 56 colonized colonize VBN plumb-humanities-2021 74 57 territory territory NN plumb-humanities-2021 74 58 it -PRON- PRP plumb-humanities-2021 74 59 exploits exploit VBZ plumb-humanities-2021 74 60 ) ) -RRB- plumb-humanities-2021 74 61 . . . plumb-humanities-2021 75 1 Some some DT plumb-humanities-2021 75 2 of of IN plumb-humanities-2021 75 3 the the DT plumb-humanities-2021 75 4 contents content NNS plumb-humanities-2021 75 5 invoke invoke VBD plumb-humanities-2021 75 6 themes theme NNS plumb-humanities-2021 75 7 that that WDT plumb-humanities-2021 75 8 are be VBP plumb-humanities-2021 75 9 affiliated affiliate VBN plumb-humanities-2021 75 10 with with IN plumb-humanities-2021 75 11 major major JJ plumb-humanities-2021 75 12 Romantic romantic JJ plumb-humanities-2021 75 13 writers writer NNS plumb-humanities-2021 75 14 such such JJ plumb-humanities-2021 75 15 as as IN plumb-humanities-2021 75 16 William William NNP plumb-humanities-2021 75 17 Wordsworth Wordsworth NNP plumb-humanities-2021 75 18 and and CC plumb-humanities-2021 75 19 Samuel Samuel NNP plumb-humanities-2021 75 20 T. T. NNP plumb-humanities-2021 75 21 Coleridge Coleridge NNP plumb-humanities-2021 75 22 , , , plumb-humanities-2021 75 23 but but CC plumb-humanities-2021 75 24 editor editor NN plumb-humanities-2021 75 25 D.L. D.L. NNP plumb-humanities-2021 76 1 Richardson Richardson NNP plumb-humanities-2021 76 2 included include VBD plumb-humanities-2021 76 3 short short JJ plumb-humanities-2021 76 4 stories story NNS plumb-humanities-2021 76 5 and and CC plumb-humanities-2021 76 6 fiction fiction NN plumb-humanities-2021 76 7 , , , plumb-humanities-2021 76 8 which which WDT plumb-humanities-2021 76 9 were be VBD plumb-humanities-2021 76 10 not not RB plumb-humanities-2021 76 11 held hold VBN plumb-humanities-2021 76 12 in in IN plumb-humanities-2021 76 13 the the DT plumb-humanities-2021 76 14 same same JJ plumb-humanities-2021 76 15 regard regard NN plumb-humanities-2021 76 16 as as IN plumb-humanities-2021 76 17 poetry poetry NN plumb-humanities-2021 76 18 . . . plumb-humanities-2021 77 1 He -PRON- PRP plumb-humanities-2021 77 2 also also RB plumb-humanities-2021 77 3 employed employ VBD plumb-humanities-2021 77 4 local local JJ plumb-humanities-2021 77 5 native native JJ plumb-humanities-2021 77 6 Indian indian JJ plumb-humanities-2021 77 7 engravers engraver NNS plumb-humanities-2021 77 8 and and CC plumb-humanities-2021 77 9 writers writer NNS plumb-humanities-2021 77 10 . . . plumb-humanities-2021 78 1 To to TO plumb-humanities-2021 78 2 explore explore VB plumb-humanities-2021 78 3 the the DT plumb-humanities-2021 78 4 thesis thesis NN plumb-humanities-2021 78 5 that that IN plumb-humanities-2021 78 6 the the DT plumb-humanities-2021 78 7 concepts concept NNS plumb-humanities-2021 78 8 and and CC plumb-humanities-2021 78 9 genres genre NNS plumb-humanities-2021 78 10 typically typically RB plumb-humanities-2021 78 11 associated associate VBN plumb-humanities-2021 78 12 with with IN plumb-humanities-2021 78 13 British British NNP plumb-humanities-2021 78 14 Romantic Romantic NNP plumb-humanities-2021 78 15 Literature Literature NNP plumb-humanities-2021 78 16 are be VBP plumb-humanities-2021 78 17 represented represent VBN plumb-humanities-2021 78 18 differently differently RB plumb-humanities-2021 78 19 in in IN plumb-humanities-2021 78 20 a a DT plumb-humanities-2021 78 21 text text NN plumb-humanities-2021 78 22 that that WDT plumb-humanities-2021 78 23 was be VBD plumb-humanities-2021 78 24 written write VBN plumb-humanities-2021 78 25 and and CC plumb-humanities-2021 78 26 produced produce VBN plumb-humanities-2021 78 27 in in IN plumb-humanities-2021 78 28 a a DT plumb-humanities-2021 78 29 different different JJ plumb-humanities-2021 78 30 space space NN plumb-humanities-2021 78 31 with with IN plumb-humanities-2021 78 32 a a DT plumb-humanities-2021 78 33 set set NN plumb-humanities-2021 78 34 of of IN plumb-humanities-2021 78 35 contributors contributor NNS plumb-humanities-2021 78 36 who who WP plumb-humanities-2021 78 37 were be VBD plumb-humanities-2021 78 38 not not RB plumb-humanities-2021 78 39 exclusively exclusively RB plumb-humanities-2021 78 40 British british JJ plumb-humanities-2021 78 41 natives native NNS plumb-humanities-2021 78 42 , , , plumb-humanities-2021 78 43 we -PRON- PRP plumb-humanities-2021 78 44 experimented experiment VBD plumb-humanities-2021 78 45 with with IN plumb-humanities-2021 78 46 word word NN plumb-humanities-2021 78 47 embeddings embedding NNS plumb-humanities-2021 78 48 on on IN plumb-humanities-2021 78 49 semantic semantic JJ plumb-humanities-2021 78 50 similarity similarity NN plumb-humanities-2021 78 51 tasks task NNS plumb-humanities-2021 78 52 , , , plumb-humanities-2021 78 53 comparing compare VBG plumb-humanities-2021 78 54 the the DT plumb-humanities-2021 78 55 annual annual JJ plumb-humanities-2021 78 56 to to IN plumb-humanities-2021 78 57 texts text NNS plumb-humanities-2021 78 58 like like IN plumb-humanities-2021 78 59 Lyrical Lyrical NNP plumb-humanities-2021 78 60 Ballads Ballads NNP plumb-humanities-2021 78 61 . . . plumb-humanities-2021 79 1 Such such PDT plumb-humanities-2021 79 2 a a DT plumb-humanities-2021 79 3 task task NN plumb-humanities-2021 79 4 is be VBZ plumb-humanities-2021 79 5 within within IN plumb-humanities-2021 79 6 the the DT plumb-humanities-2021 79 7 scope scope NN plumb-humanities-2021 79 8 of of IN plumb-humanities-2021 79 9 traditional traditional JJ plumb-humanities-2021 79 10 literary literary JJ plumb-humanities-2021 79 11 analysis analysis NN plumb-humanities-2021 79 12 , , , plumb-humanities-2021 79 13 but but CC plumb-humanities-2021 79 14 my -PRON- PRP$ plumb-humanities-2021 79 15 agenda agenda NN plumb-humanities-2021 79 16 was be VBD plumb-humanities-2021 79 17 to to TO plumb-humanities-2021 79 18 probe probe VB plumb-humanities-2021 79 19 the the DT plumb-humanities-2021 79 20 idea idea NN plumb-humanities-2021 79 21 that that IN plumb-humanities-2021 79 22 we -PRON- PRP plumb-humanities-2021 79 23 need need VBP plumb-humanities-2021 79 24 large large JJ plumb-humanities-2021 79 25 - - HYPH plumb-humanities-2021 79 26 scale scale NN plumb-humanities-2021 79 27 representations representation NNS plumb-humanities-2021 79 28 of of IN plumb-humanities-2021 79 29 marginalized marginalized JJ plumb-humanities-2021 79 30 voices voice NNS plumb-humanities-2021 79 31 in in IN plumb-humanities-2021 79 32 order order NN plumb-humanities-2021 79 33 to to TO plumb-humanities-2021 79 34 show show VB plumb-humanities-2021 79 35 real real JJ plumb-humanities-2021 79 36 differences difference NNS plumb-humanities-2021 79 37 from from IN plumb-humanities-2021 79 38 the the DT plumb-humanities-2021 79 39 ideas idea NNS plumb-humanities-2021 79 40 of of IN plumb-humanities-2021 79 41 the the DT plumb-humanities-2021 79 42 dominant dominant JJ plumb-humanities-2021 79 43 race race NN plumb-humanities-2021 79 44 , , , plumb-humanities-2021 79 45 class class NN plumb-humanities-2021 79 46 , , , plumb-humanities-2021 79 47 and and CC plumb-humanities-2021 79 48 gender.5 gender.5 CD plumb-humanities-2021 79 49 The the DT plumb-humanities-2021 79 50 project project NN plumb-humanities-2021 79 51 team team NN plumb-humanities-2021 79 52 first first RB plumb-humanities-2021 79 53 used use VBD plumb-humanities-2021 79 54 statistical statistical JJ plumb-humanities-2021 79 55 tools tool NNS plumb-humanities-2021 79 56 to to TO plumb-humanities-2021 79 57 find find VB plumb-humanities-2021 79 58 out out RP plumb-humanities-2021 79 59 if if IN plumb-humanities-2021 79 60 the the DT plumb-humanities-2021 79 61 Annual Annual NNP plumb-humanities-2021 79 62 ’s ’s POS plumb-humanities-2021 79 63 poetry poetry NN plumb-humanities-2021 79 64 , , , plumb-humanities-2021 79 65 non non JJ plumb-humanities-2021 79 66 - - NN plumb-humanities-2021 79 67 fiction fiction JJ plumb-humanities-2021 79 68 , , , plumb-humanities-2021 79 69 and and CC plumb-humanities-2021 79 70 fiction fiction NN plumb-humanities-2021 79 71 contained contain VBD plumb-humanities-2021 79 72 interesting interesting JJ plumb-humanities-2021 79 73 relationships relationship NNS plumb-humanities-2021 79 74 between between IN plumb-humanities-2021 79 75 vocabularies vocabulary NNS plumb-humanities-2021 79 76 about about IN plumb-humanities-2021 79 77 body body NN plumb-humanities-2021 79 78 parts part NNS plumb-humanities-2021 79 79 , , , plumb-humanities-2021 79 80 social social JJ plumb-humanities-2021 79 81 class class NN plumb-humanities-2021 79 82 , , , plumb-humanities-2021 79 83 and and CC plumb-humanities-2021 79 84 gender gender NN plumb-humanities-2021 79 85 . . . plumb-humanities-2021 80 1 We -PRON- PRP plumb-humanities-2021 80 2 gathered gather VBD plumb-humanities-2021 80 3 information information NN plumb-humanities-2021 80 4 about about IN plumb-humanities-2021 80 5 terms term NNS plumb-humanities-2021 80 6 that that WDT plumb-humanities-2021 80 7 might may MD plumb-humanities-2021 80 8 reveal reveal VB plumb-humanities-2021 80 9 how how WRB plumb-humanities-2021 80 10 different different JJ plumb-humanities-2021 80 11 parts part NNS plumb-humanities-2021 80 12 of of IN plumb-humanities-2021 80 13 the the DT plumb-humanities-2021 80 14 body body NN plumb-humanities-2021 80 15 were be VBD plumb-humanities-2021 80 16 referenced reference VBN plumb-humanities-2021 80 17 depending depend VBG plumb-humanities-2021 80 18 on on IN plumb-humanities-2021 80 19 sex sex NN plumb-humanities-2021 80 20 . . . plumb-humanities-2021 81 1 These these DT plumb-humanities-2021 81 2 differences difference NNS plumb-humanities-2021 81 3 were be VBD plumb-humanities-2021 81 4 validated validate VBN plumb-humanities-2021 81 5 by by IN plumb-humanities-2021 81 6 traditional traditional JJ plumb-humanities-2021 81 7 close- close- NN plumb-humanities-2021 81 8 reading read VBG plumb-humanities-2021 81 9 knowledge knowledge NN plumb-humanities-2021 81 10 about about IN plumb-humanities-2021 81 11 British British NNP plumb-humanities-2021 81 12 Romantic Romantic NNP plumb-humanities-2021 81 13 Literature Literature NNP plumb-humanities-2021 81 14 and and CC plumb-humanities-2021 81 15 its -PRON- PRP$ plumb-humanities-2021 81 16 historical historical JJ plumb-humanities-2021 81 17 contexts,6 contexts,6 NN plumb-humanities-2021 81 18 and and CC plumb-humanities-2021 81 19 signaled signal VBD plumb-humanities-2021 81 20 the the DT plumb-humanities-2021 81 21 need need NN plumb-humanities-2021 81 22 to to TO plumb-humanities-2021 81 23 read read VB plumb-humanities-2021 81 24 and and CC plumb-humanities-2021 81 25 analyze analyze VB plumb-humanities-2021 81 26 the the DT plumb-humanities-2021 81 27 Annual Annual NNP plumb-humanities-2021 81 28 ’s ’s POS plumb-humanities-2021 81 29 passages passage NNS plumb-humanities-2021 81 30 about about IN plumb-humanities-2021 81 31 body body NN plumb-humanities-2021 81 32 parts part NNS plumb-humanities-2021 81 33 , , , plumb-humanities-2021 81 34 especially especially RB plumb-humanities-2021 81 35 ones one NNS plumb-humanities-2021 81 36 by by IN plumb-humanities-2021 81 37 writers writer NNS plumb-humanities-2021 81 38 of of IN plumb-humanities-2021 81 39 different different JJ plumb-humanities-2021 81 40 genders gender NNS plumb-humanities-2021 81 41 and and CC plumb-humanities-2021 81 42 social social JJ plumb-humanities-2021 81 43 backgrounds background NNS plumb-humanities-2021 81 44 . . . plumb-humanities-2021 82 1 These these DT plumb-humanities-2021 82 2 simple simple JJ plumb-humanities-2021 82 3 methods method NNS plumb-humanities-2021 82 4 allowed allow VBD plumb-humanities-2021 82 5 us -PRON- PRP plumb-humanities-2021 82 6 to to TO plumb-humanities-2021 82 7 take take VB plumb-humanities-2021 82 8 a a DT plumb-humanities-2021 82 9 streamlined streamlined JJ plumb-humanities-2021 82 10 approach approach NN plumb-humanities-2021 82 11 to to IN plumb-humanities-2021 82 12 confirming confirm VBG plumb-humanities-2021 82 13 that that IN plumb-humanities-2021 82 14 an an DT plumb-humanities-2021 82 15 author author NN plumb-humanities-2021 82 16 ’s ’s POS plumb-humanities-2021 82 17 perspective perspective NN plumb-humanities-2021 82 18 indeed indeed RB plumb-humanities-2021 82 19 altered alter VBD plumb-humanities-2021 82 20 his -PRON- PRP$ plumb-humanities-2021 82 21 or or CC plumb-humanities-2021 82 22 her -PRON- PRP$ plumb-humanities-2021 82 23 word word NN plumb-humanities-2021 82 24 choices choice NNS plumb-humanities-2021 82 25 and and CC plumb-humanities-2021 82 26 other other JJ plumb-humanities-2021 82 27 aspects aspect NNS plumb-humanities-2021 82 28 of of IN plumb-humanities-2021 82 29 their -PRON- PRP$ plumb-humanities-2021 82 30 references reference NNS plumb-humanities-2021 82 31 to to IN plumb-humanities-2021 82 32 male male JJ plumb-humanities-2021 82 33 vs. vs. CC plumb-humanities-2021 82 34 female female JJ plumb-humanities-2021 82 35 bodies body NNS plumb-humanities-2021 82 36 . . . plumb-humanities-2021 83 1 Collecting collecting NN plumb-humanities-2021 83 2 and and CC plumb-humanities-2021 83 3 mapping map VBG plumb-humanities-2021 83 4 those those DT plumb-humanities-2021 83 5 references reference NNS plumb-humanities-2021 83 6 , , , plumb-humanities-2021 83 7 however however RB plumb-humanities-2021 83 8 , , , plumb-humanities-2021 83 9 was be VBD plumb-humanities-2021 83 10 not not RB plumb-humanities-2021 83 11 enough enough JJ plumb-humanities-2021 83 12 to to TO plumb-humanities-2021 83 13 build build VB plumb-humanities-2021 83 14 a a DT plumb-humanities-2021 83 15 larger large JJR plumb-humanities-2021 83 16 argu- argu- NN plumb-humanities-2021 83 17 ment ment JJ plumb-humanities-2021 83 18 about about IN plumb-humanities-2021 83 19 how how WRB plumb-humanities-2021 83 20 discourse discourse NN plumb-humanities-2021 83 21 on on IN plumb-humanities-2021 83 22 bodies body NNS plumb-humanities-2021 83 23 might may MD plumb-humanities-2021 83 24 be be VB plumb-humanities-2021 83 25 different different JJ plumb-humanities-2021 83 26 in in IN plumb-humanities-2021 83 27 non non JJ plumb-humanities-2021 83 28 - - JJ plumb-humanities-2021 83 29 canonical canonical JJ plumb-humanities-2021 83 30 British British NNP plumb-humanities-2021 83 31 Romantic Romantic NNP plumb-humanities-2021 83 32 Lit- Lit- NNP plumb-humanities-2021 83 33 erature erature NN plumb-humanities-2021 83 34 . . . plumb-humanities-2021 84 1 Based base VBN plumb-humanities-2021 84 2 on on IN plumb-humanities-2021 84 3 the the DT plumb-humanities-2021 84 4 potential potential NN plumb-humanities-2021 84 5 for for IN plumb-humanities-2021 84 6 word word NN plumb-humanities-2021 84 7 embeddings embedding NNS plumb-humanities-2021 84 8 to to TO plumb-humanities-2021 84 9 model model VB plumb-humanities-2021 84 10 semantic semantic JJ plumb-humanities-2021 84 11 spaces space NNS plumb-humanities-2021 84 12 for for IN plumb-humanities-2021 84 13 different different JJ plumb-humanities-2021 84 14 cor- cor- NNP plumb-humanities-2021 84 15 pora pora NNP plumb-humanities-2021 84 16 and and CC plumb-humanities-2021 84 17 compare compare VB plumb-humanities-2021 84 18 the the DT plumb-humanities-2021 84 19 distribution distribution NN plumb-humanities-2021 84 20 of of IN plumb-humanities-2021 84 21 terms term NNS plumb-humanities-2021 84 22 , , , plumb-humanities-2021 84 23 the the DT plumb-humanities-2021 84 24 next next JJ plumb-humanities-2021 84 25 step step NN plumb-humanities-2021 84 26 was be VBD plumb-humanities-2021 84 27 to to TO plumb-humanities-2021 84 28 build build VB plumb-humanities-2021 84 29 a a DT plumb-humanities-2021 84 30 corpus corpus NN plumb-humanities-2021 84 31 of of IN plumb-humanities-2021 84 32 non non JJ plumb-humanities-2021 84 33 - - JJ plumb-humanities-2021 84 34 canonical canonical JJ plumb-humanities-2021 84 35 texts text NNS plumb-humanities-2021 84 36 of of IN plumb-humanities-2021 84 37 similar similar JJ plumb-humanities-2021 84 38 scope scope NN plumb-humanities-2021 84 39 to to IN plumb-humanities-2021 84 40 a a DT plumb-humanities-2021 84 41 corpus corpus NN plumb-humanities-2021 84 42 of of IN plumb-humanities-2021 84 43 canonical canonical JJ plumb-humanities-2021 84 44 works work NNS plumb-humanities-2021 84 45 , , , plumb-humanities-2021 84 46 so so IN plumb-humanities-2021 84 47 that that IN plumb-humanities-2021 84 48 models model NNS plumb-humanities-2021 84 49 for for IN plumb-humanities-2021 84 50 each each DT plumb-humanities-2021 84 51 could could MD plumb-humanities-2021 84 52 be be VB plumb-humanities-2021 84 53 legitimately legitimately RB plumb-humanities-2021 84 54 compared compare VBN plumb-humanities-2021 84 55 . . . plumb-humanities-2021 85 1 This this DT plumb-humanities-2021 85 2 work work NN plumb-humanities-2021 85 3 , , , plumb-humanities-2021 85 4 currently currently RB plumb-humanities-2021 85 5 in in IN plumb-humanities-2021 85 6 progress progress NN plumb-humanities-2021 85 7 , , , plumb-humanities-2021 85 8 faces face VBZ plumb-humanities-2021 85 9 challenges challenge NNS plumb-humanities-2021 85 10 that that WDT plumb-humanities-2021 85 11 are be VBP plumb-humanities-2021 85 12 becoming become VBG plumb-humanities-2021 85 13 more more RBR plumb-humanities-2021 85 14 familiar familiar JJ plumb-humanities-2021 85 15 to to IN plumb-humanities-2021 85 16 digital digital NNP plumb-humanities-2021 85 17 historians historian NNS plumb-humanities-2021 85 18 : : : plumb-humanities-2021 85 19 the the DT plumb-humanities-2021 85 20 digitization digitization NN plumb-humanities-2021 85 21 of of IN plumb-humanities-2021 85 22 rare rare JJ plumb-humanities-2021 85 23 texts text NNS plumb-humanities-2021 85 24 , , , plumb-humanities-2021 85 25 the the DT plumb-humanities-2021 85 26 review review NN plumb-humanities-2021 85 27 of of IN plumb-humanities-2021 85 28 digitization digitization NN plumb-humanities-2021 85 29 processes process NNS plumb-humanities-2021 85 30 for for IN plumb-humanities-2021 85 31 accuracy accuracy NN plumb-humanities-2021 85 32 , , , plumb-humanities-2021 85 33 and and CC plumb-humanities-2021 85 34 the the DT plumb-humanities-2021 85 35 cleaning cleaning NN plumb-humanities-2021 85 36 of of IN plumb-humanities-2021 85 37 data datum NNS plumb-humanities-2021 85 38 . . . plumb-humanities-2021 86 1 The the DT plumb-humanities-2021 86 2 primary primary JJ plumb-humanities-2021 86 3 challenge challenge NN plumb-humanities-2021 86 4 is be VBZ plumb-humanities-2021 86 5 to to TO plumb-humanities-2021 86 6 find find VB plumb-humanities-2021 86 7 the the DT plumb-humanities-2021 86 8 correct correct JJ plumb-humanities-2021 86 9 works work NNS plumb-humanities-2021 86 10 to to TO plumb-humanities-2021 86 11 include include VB plumb-humanities-2021 86 12 : : : plumb-humanities-2021 86 13 this this DT plumb-humanities-2021 86 14 requires require VBZ plumb-humanities-2021 86 15 historical historical JJ plumb-humanities-2021 86 16 exper- exper- JJ plumb-humanities-2021 86 17 5Such 5Such NNP plumb-humanities-2021 86 18 textual textual JJ plumb-humanities-2021 86 19 repositories repository NNS plumb-humanities-2021 86 20 are be VBP plumb-humanities-2021 86 21 important important JJ plumb-humanities-2021 86 22 outside outside RB plumb-humanities-2021 86 23 of of IN plumb-humanities-2021 86 24 literature literature NN plumb-humanities-2021 86 25 departments department NNS plumb-humanities-2021 86 26 , , , plumb-humanities-2021 86 27 too too RB plumb-humanities-2021 86 28 . . . plumb-humanities-2021 87 1 We -PRON- PRP plumb-humanities-2021 87 2 need need VBP plumb-humanities-2021 87 3 data datum NNS plumb-humanities-2021 87 4 to to TO plumb-humanities-2021 87 5 represent represent VB plumb-humanities-2021 87 6 all all DT plumb-humanities-2021 87 7 voices voice NNS plumb-humanities-2021 87 8 in in IN plumb-humanities-2021 87 9 training training NN plumb-humanities-2021 87 10 machines machine NNS plumb-humanities-2021 87 11 to to TO plumb-humanities-2021 87 12 represent represent VB plumb-humanities-2021 87 13 any any DT plumb-humanities-2021 87 14 social social JJ plumb-humanities-2021 87 15 arena arena NN plumb-humanities-2021 87 16 . . . plumb-humanities-2021 88 1 6Some 6some DT plumb-humanities-2021 88 2 of of IN plumb-humanities-2021 88 3 these these DT plumb-humanities-2021 88 4 findings finding NNS plumb-humanities-2021 88 5 are be VBP plumb-humanities-2021 88 6 illustrated illustrate VBN plumb-humanities-2021 88 7 in in IN plumb-humanities-2021 88 8 the the DT plumb-humanities-2021 88 9 project project NN plumb-humanities-2021 88 10 ’s ’s POS plumb-humanities-2021 88 11 Scalar scalar JJ plumb-humanities-2021 88 12 site site NN plumb-humanities-2021 88 13 : : : plumb-humanities-2021 88 14 ? ? . plumb-humanities-2021 88 15 iiT iiT VBN plumb-humanities-2021 88 16 , , , plumb-humanities-2021 88 17 ffb+ ffb+ NNP plumb-humanities-2021 88 18 � � NNP plumb-humanities-2021 88 19 H h NN plumb-humanities-2021 88 20 � � NN plumb-humanities-2021 88 21 `Xmb+X2 `Xmb+X2 '' plumb-humanities-2021 88 22 / / SYM plumb-humanities-2021 88 23 mfrQ`Fbfi?2@#2 mfrQ`Fbfi?2@#2 NNP plumb-humanities-2021 88 24 M M NNP plumb-humanities-2021 88 25 ; ; : plumb-humanities-2021 88 26 � � NNP plumb-humanities-2021 88 27 H@ h@ NN plumb-humanities-2021 88 28 � � , plumb-humanities-2021 88 29 MMm MMm NNS plumb-humanities-2021 88 30 � � NNP plumb-humanities-2021 88 31 Hf#Q Hf#Q NNP plumb-humanities-2021 88 32 / / , plumb-humanities-2021 88 33 B2b@BM@i?2@ B2b@BM@i?2@ NNP plumb-humanities-2021 88 34 � � NNP plumb-humanities-2021 88 35 MMm MMm NNS plumb-humanities-2021 88 36 � � NNP plumb-humanities-2021 88 37 H. h. NN plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 89 3 34 34 CD plumb-humanities-2021 89 4 Machine Machine NNP plumb-humanities-2021 89 5 Learning Learning NNP plumb-humanities-2021 89 6 , , , plumb-humanities-2021 89 7 Libraries Libraries NNPS plumb-humanities-2021 89 8 , , , plumb-humanities-2021 89 9 and and CC plumb-humanities-2021 89 10 Cross Cross NNP plumb-humanities-2021 89 11 - - NNP plumb-humanities-2021 89 12 Disciplinary Disciplinary NNP plumb-humanities-2021 89 13 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 89 14 3 3 CD plumb-humanities-2021 89 15 tise tise NN plumb-humanities-2021 89 16 , , , plumb-humanities-2021 89 17 but but CC plumb-humanities-2021 89 18 also also RB plumb-humanities-2021 89 19 raises raise VBZ plumb-humanities-2021 89 20 the the DT plumb-humanities-2021 89 21 question question NN plumb-humanities-2021 89 22 of of IN plumb-humanities-2021 89 23 how how WRB plumb-humanities-2021 89 24 to to TO plumb-humanities-2021 89 25 uncover uncover VB plumb-humanities-2021 89 26 unknown unknown JJ plumb-humanities-2021 89 27 authors author NNS plumb-humanities-2021 89 28 . . . plumb-humanities-2021 90 1 Manu Manu NNP plumb-humanities-2021 90 2 Chander Chander NNP plumb-humanities-2021 90 3 ’s ’s POS plumb-humanities-2021 90 4 Brown Brown NNP plumb-humanities-2021 90 5 Romantics Romantics NNP plumb-humanities-2021 90 6 calls call VBZ plumb-humanities-2021 90 7 for for IN plumb-humanities-2021 90 8 a a DT plumb-humanities-2021 90 9 global global JJ plumb-humanities-2021 90 10 assessment assessment NN plumb-humanities-2021 90 11 of of IN plumb-humanities-2021 90 12 Romantic Romantic NNP plumb-humanities-2021 90 13 Literature Literature NNP plumb-humanities-2021 90 14 ’s ’s POS plumb-humanities-2021 90 15 impact impact NN plumb-humanities-2021 90 16 by by IN plumb-humanities-2021 90 17 “ " `` plumb-humanities-2021 90 18 calling call VBG plumb-humanities-2021 90 19 attention attention NN plumb-humanities-2021 90 20 to to IN plumb-humanities-2021 90 21 its -PRON- PRP$ plumb-humanities-2021 90 22 genuinely genuinely RB plumb-humanities-2021 90 23 unacknowledged unacknowledged JJ plumb-humanities-2021 90 24 legislators legislator NNS plumb-humanities-2021 90 25 ” " '' plumb-humanities-2021 90 26 ( ( -LRB- plumb-humanities-2021 90 27 Chander chander NN plumb-humanities-2021 90 28 2017 2017 CD plumb-humanities-2021 90 29 , , , plumb-humanities-2021 90 30 11 11 CD plumb-humanities-2021 90 31 ) ) -RRB- plumb-humanities-2021 90 32 . . . plumb-humanities-2021 91 1 But but CC plumb-humanities-2021 91 2 he -PRON- PRP plumb-humanities-2021 91 3 contends contend VBZ plumb-humanities-2021 91 4 that that IN plumb-humanities-2021 91 5 even even RB plumb-humanities-2021 91 6 the the DT plumb-humanities-2021 91 7 authors author NNS plumb-humanities-2021 91 8 he -PRON- PRP plumb-humanities-2021 91 9 was be VBD plumb-humanities-2021 91 10 able able JJ plumb-humanities-2021 91 11 to to TO plumb-humanities-2021 91 12 study study VB plumb-humanities-2021 91 13 were be VBD plumb-humanities-2021 91 14 already already RB plumb-humanities-2021 91 15 individuals individual NNS plumb-humanities-2021 91 16 who who WP plumb-humanities-2021 91 17 aspired aspire VBD plumb-humanities-2021 91 18 to to TO plumb-humanities-2021 91 19 assimilate assimilate VB plumb-humanities-2021 91 20 with with IN plumb-humanities-2021 91 21 British british JJ plumb-humanities-2021 91 22 cul- cul- NN plumb-humanities-2021 91 23 ture ture NN plumb-humanities-2021 91 24 and and CC plumb-humanities-2021 91 25 ideologies ideology NNS plumb-humanities-2021 91 26 in in IN plumb-humanities-2021 91 27 some some DT plumb-humanities-2021 91 28 ways way NNS plumb-humanities-2021 91 29 , , , plumb-humanities-2021 91 30 and and CC plumb-humanities-2021 91 31 perhaps perhaps RB plumb-humanities-2021 91 32 do do VBP plumb-humanities-2021 91 33 n’t not RB plumb-humanities-2021 91 34 represent represent VB plumb-humanities-2021 91 35 political political JJ plumb-humanities-2021 91 36 resistance resistance NN plumb-humanities-2021 91 37 or or CC plumb-humanities-2021 91 38 views view NNS plumb-humanities-2021 91 39 entirely entirely RB plumb-humanities-2021 91 40 antithetical antithetical JJ plumb-humanities-2021 91 41 to to IN plumb-humanities-2021 91 42 the the DT plumb-humanities-2021 91 43 British British NNP plumb-humanities-2021 91 44 Empire Empire NNP plumb-humanities-2021 91 45 . . . plumb-humanities-2021 92 1 Guided guide VBN plumb-humanities-2021 92 2 by by IN plumb-humanities-2021 92 3 Chander Chander NNP plumb-humanities-2021 92 4 ’s ’s POS plumb-humanities-2021 92 5 questions question NNS plumb-humanities-2021 92 6 about about IN plumb-humanities-2021 92 7 how how WRB plumb-humanities-2021 92 8 to to TO plumb-humanities-2021 92 9 locate locate VB plumb-humanities-2021 92 10 dissent dissent NN plumb-humanities-2021 92 11 in in IN plumb-humanities-2021 92 12 contexts contexts NN plumb-humanities-2021 92 13 of of IN plumb-humanities-2021 92 14 colonization colonization NN plumb-humanities-2021 92 15 , , , plumb-humanities-2021 92 16 we -PRON- PRP plumb-humanities-2021 92 17 documented document VBD plumb-humanities-2021 92 18 instances instance NNS plumb-humanities-2021 92 19 in in IN plumb-humanities-2021 92 20 the the DT plumb-humanities-2021 92 21 text text NN plumb-humanities-2021 92 22 that that WDT plumb-humanities-2021 92 23 highlight highlight VBP plumb-humanities-2021 92 24 the the DT plumb-humanities-2021 92 25 dynamics dynamic NNS plumb-humanities-2021 92 26 of of IN plumb-humanities-2021 92 27 colonialism colonialism NN plumb-humanities-2021 92 28 , , , plumb-humanities-2021 92 29 race race NN plumb-humanities-2021 92 30 , , , plumb-humanities-2021 92 31 and and CC plumb-humanities-2021 92 32 nation- nation- NNP plumb-humanities-2021 92 33 alism alism NNP plumb-humanities-2021 92 34 , , , plumb-humanities-2021 92 35 and and CC plumb-humanities-2021 92 36 compared compare VBD plumb-humanities-2021 92 37 them -PRON- PRP plumb-humanities-2021 92 38 to to IN plumb-humanities-2021 92 39 a a DT plumb-humanities-2021 92 40 set set NN plumb-humanities-2021 92 41 of of IN plumb-humanities-2021 92 42 statistical statistical JJ plumb-humanities-2021 92 43 explorations exploration NNS plumb-humanities-2021 92 44 of of IN plumb-humanities-2021 92 45 the the DT plumb-humanities-2021 92 46 text text NN plumb-humanities-2021 92 47 ’s ’s POS plumb-humanities-2021 92 48 vocabulary vocabulary NN plumb-humanities-2021 92 49 ( ( -LRB- plumb-humanities-2021 92 50 particu- particu- VB plumb-humanities-2021 92 51 larly larly RB plumb-humanities-2021 92 52 terms term NNS plumb-humanities-2021 92 53 related relate VBN plumb-humanities-2021 92 54 to to IN plumb-humanities-2021 92 55 national national JJ plumb-humanities-2021 92 56 identity identity NN plumb-humanities-2021 92 57 , , , plumb-humanities-2021 92 58 gender gender NN plumb-humanities-2021 92 59 , , , plumb-humanities-2021 92 60 and and CC plumb-humanities-2021 92 61 bodies body NNS plumb-humanities-2021 92 62 ) ) -RRB- plumb-humanities-2021 92 63 . . . plumb-humanities-2021 93 1 Chander Chander NNP plumb-humanities-2021 93 2 ’s ’s POS plumb-humanities-2021 93 3 call call NN plumb-humanities-2021 93 4 for for IN plumb-humanities-2021 93 5 a a DT plumb-humanities-2021 93 6 more more JJR plumb-humanities-2021 93 7 globally- globally- NN plumb-humanities-2021 93 8 comprehensive comprehensive JJ plumb-humanities-2021 93 9 study study NN plumb-humanities-2021 93 10 of of IN plumb-humanities-2021 93 11 Romanticism Romanticism NNP plumb-humanities-2021 93 12 speaks speak VBZ plumb-humanities-2021 93 13 to to IN plumb-humanities-2021 93 14 the the DT plumb-humanities-2021 93 15 politics politic NNS plumb-humanities-2021 93 16 of of IN plumb-humanities-2021 93 17 corpora corpora NNP plumb-humanities-2021 93 18 curation curation NN plumb-humanities-2021 93 19 discussed discuss VBN plumb-humanities-2021 93 20 above above RB plumb-humanities-2021 93 21 , , , plumb-humanities-2021 93 22 but but CC plumb-humanities-2021 93 23 also also RB plumb-humanities-2021 93 24 suggests suggest VBZ plumb-humanities-2021 93 25 that that IN plumb-humanities-2021 93 26 corpus corpus NNP plumb-humanities-2021 93 27 comparison comparison NN plumb-humanities-2021 93 28 can can MD plumb-humanities-2021 93 29 benefit benefit VB plumb-humanities-2021 93 30 from from IN plumb-humanities-2021 93 31 formal formal JJ plumb-humanities-2021 93 32 methodological methodological JJ plumb-humanities-2021 93 33 guidelines guideline NNS plumb-humanities-2021 93 34 . . . plumb-humanities-2021 94 1 Puzzling puzzle VBG plumb-humanities-2021 94 2 out out RP plumb-humanities-2021 94 3 how how WRB plumb-humanities-2021 94 4 to to TO plumb-humanities-2021 94 5 best well RBS plumb-humanities-2021 94 6 combine combine VB plumb-humanities-2021 94 7 traditional traditional JJ plumb-humanities-2021 94 8 close close JJ plumb-humanities-2021 94 9 readings reading NNS plumb-humanities-2021 94 10 with with IN plumb-humanities-2021 94 11 quantitative quantitative JJ plumb-humanities-2021 94 12 inquiries inquiry NNS plumb-humanities-2021 94 13 , , , plumb-humanities-2021 94 14 and and CC plumb-humanities-2021 94 15 then then RB plumb-humanities-2021 94 16 map map VB plumb-humanities-2021 94 17 that that DT plumb-humanities-2021 94 18 work work NN plumb-humanities-2021 94 19 to to IN plumb-humanities-2021 94 20 a a DT plumb-humanities-2021 94 21 machine machine NN plumb-humanities-2021 94 22 - - HYPH plumb-humanities-2021 94 23 learning learn VBG plumb-humanities-2021 94 24 research research NN plumb-humanities-2021 94 25 framework framework NN plumb-humanities-2021 94 26 , , , plumb-humanities-2021 94 27 revealed reveal VBD plumb-humanities-2021 94 28 several several JJ plumb-humanities-2021 94 29 shortcomings shortcoming NNS plumb-humanities-2021 94 30 in in IN plumb-humanities-2021 94 31 methodological methodological JJ plumb-humanities-2021 94 32 standardization standardization NN plumb-humanities-2021 94 33 . . . plumb-humanities-2021 95 1 It -PRON- PRP plumb-humanities-2021 95 2 also also RB plumb-humanities-2021 95 3 revealed reveal VBD plumb-humanities-2021 95 4 several several JJ plumb-humanities-2021 95 5 opportunities opportunity NNS plumb-humanities-2021 95 6 for for IN plumb-humanities-2021 95 7 rethinking rethink VBG plumb-humanities-2021 95 8 the the DT plumb-humanities-2021 95 9 way way NN plumb-humanities-2021 95 10 algorithms algorithm NNS plumb-humanities-2021 95 11 could could MD plumb-humanities-2021 95 12 be be VB plumb-humanities-2021 95 13 implemented implement VBN plumb-humanities-2021 95 14 , , , plumb-humanities-2021 95 15 by by IN plumb-humanities-2021 95 16 adopting adopt VBG plumb-humanities-2021 95 17 and and CC plumb-humanities-2021 95 18 systematizing systematize VBG plumb-humanities-2021 95 19 familiar familiar JJ plumb-humanities-2021 95 20 comparative comparative JJ plumb-humanities-2021 95 21 research research NN plumb-humanities-2021 95 22 practices practice NNS plumb-humanities-2021 95 23 . . . plumb-humanities-2021 96 1 Ideas idea NNS plumb-humanities-2021 96 2 about about IN plumb-humanities-2021 96 3 such such JJ plumb-humanities-2021 96 4 methodologies methodology NNS plumb-humanities-2021 96 5 are be VBP plumb-humanities-2021 96 6 emerging emerge VBG plumb-humanities-2021 96 7 in in IN plumb-humanities-2021 96 8 many many JJ plumb-humanities-2021 96 9 disciplines discipline NNS plumb-humanities-2021 96 10 , , , plumb-humanities-2021 96 11 which which WDT plumb-humanities-2021 96 12 I -PRON- PRP plumb-humanities-2021 96 13 highlight highlight VBP plumb-humanities-2021 96 14 later later RB plumb-humanities-2021 96 15 in in IN plumb-humanities-2021 96 16 this this DT plumb-humanities-2021 96 17 essay essay NN plumb-humanities-2021 96 18 . . . plumb-humanities-2021 97 1 Disciplinary disciplinary JJ plumb-humanities-2021 97 2 directions direction NNS plumb-humanities-2021 97 3 for for IN plumb-humanities-2021 97 4 word word NN plumb-humanities-2021 97 5 vector vector NN plumb-humanities-2021 97 6 research research NN plumb-humanities-2021 97 7 The the DT plumb-humanities-2021 97 8 potential potential NN plumb-humanities-2021 97 9 of of IN plumb-humanities-2021 97 10 word word NN plumb-humanities-2021 97 11 embedding embed VBG plumb-humanities-2021 97 12 techniques technique NNS plumb-humanities-2021 97 13 for for IN plumb-humanities-2021 97 14 projects project NNS plumb-humanities-2021 97 15 such such JJ plumb-humanities-2021 97 16 as as IN plumb-humanities-2021 97 17 our -PRON- PRP$ plumb-humanities-2021 97 18 BengalAnnual BengalAnnual NNP plumb-humanities-2021 97 19 analysis analysis NN plumb-humanities-2021 97 20 can can MD plumb-humanities-2021 97 21 be be VB plumb-humanities-2021 97 22 seen see VBN plumb-humanities-2021 97 23 in in IN plumb-humanities-2021 97 24 the the DT plumb-humanities-2021 97 25 new new JJ plumb-humanities-2021 97 26 computational computational JJ plumb-humanities-2021 97 27 research research NN plumb-humanities-2021 97 28 directions direction NNS plumb-humanities-2021 97 29 that that WDT plumb-humanities-2021 97 30 have have VBP plumb-humanities-2021 97 31 emerged emerge VBN plumb-humanities-2021 97 32 in in IN plumb-humanities-2021 97 33 humanities humanity NNS plumb-humanities-2021 97 34 research.7 research.7 NNP plumb-humanities-2021 97 35 Vector vector NN plumb-humanities-2021 97 36 - - HYPH plumb-humanities-2021 97 37 space space NN plumb-humanities-2021 97 38 representations representation NNS plumb-humanities-2021 97 39 are be VBP plumb-humanities-2021 97 40 based base VBN plumb-humanities-2021 97 41 on on IN plumb-humanities-2021 97 42 high high JJ plumb-humanities-2021 97 43 - - HYPH plumb-humanities-2021 97 44 dimensional dimensional JJ plumb-humanities-2021 97 45 vectors8 vectors8 NN plumb-humanities-2021 97 46 of of IN plumb-humanities-2021 97 47 real real JJ plumb-humanities-2021 97 48 numbers.9 numbers.9 PDT plumb-humanities-2021 97 49 Those those DT plumb-humanities-2021 97 50 vectors vector NNS plumb-humanities-2021 97 51 ’ ’ POS plumb-humanities-2021 97 52 values value NNS plumb-humanities-2021 97 53 are be VBP plumb-humanities-2021 97 54 assigned assign VBN plumb-humanities-2021 97 55 using use VBG plumb-humanities-2021 97 56 a a DT plumb-humanities-2021 97 57 word word NN plumb-humanities-2021 97 58 ’s ’s POS plumb-humanities-2021 97 59 relationship relationship NN plumb-humanities-2021 97 60 to to IN plumb-humanities-2021 97 61 the the DT plumb-humanities-2021 97 62 words word NNS plumb-humanities-2021 97 63 near near IN plumb-humanities-2021 97 64 it -PRON- PRP plumb-humanities-2021 97 65 in in IN plumb-humanities-2021 97 66 a a DT plumb-humanities-2021 97 67 text text NN plumb-humanities-2021 97 68 , , , plumb-humanities-2021 97 69 based base VBN plumb-humanities-2021 97 70 on on IN plumb-humanities-2021 97 71 the the DT plumb-humanities-2021 97 72 likelihood likelihood NN plumb-humanities-2021 97 73 that that IN plumb-humanities-2021 97 74 a a DT plumb-humanities-2021 97 75 word word NN plumb-humanities-2021 97 76 will will MD plumb-humanities-2021 97 77 appear appear VB plumb-humanities-2021 97 78 in in IN plumb-humanities-2021 97 79 proximity proximity NN plumb-humanities-2021 97 80 to to IN plumb-humanities-2021 97 81 other other JJ plumb-humanities-2021 97 82 words word NNS plumb-humanities-2021 97 83 it -PRON- PRP plumb-humanities-2021 97 84 is be VBZ plumb-humanities-2021 97 85 told tell VBN plumb-humanities-2021 97 86 to to TO plumb-humanities-2021 97 87 “ " `` plumb-humanities-2021 97 88 look look VB plumb-humanities-2021 97 89 ” " '' plumb-humanities-2021 97 90 at at IN plumb-humanities-2021 97 91 . . . plumb-humanities-2021 98 1 For for IN plumb-humanities-2021 98 2 example example NN plumb-humanities-2021 98 3 , , , plumb-humanities-2021 98 4 this this DT plumb-humanities-2021 98 5 visualization visualization NN plumb-humanities-2021 98 6 demonstrates demonstrate VBZ plumb-humanities-2021 98 7 an an DT plumb-humanities-2021 98 8 embedding embedding NN plumb-humanities-2021 98 9 space space NN plumb-humanities-2021 98 10 for for IN plumb-humanities-2021 98 11 a a DT plumb-humanities-2021 98 12 historical historical JJ plumb-humanities-2021 98 13 corpus corpus NN plumb-humanities-2021 98 14 ( ( -LRB- plumb-humanities-2021 98 15 1640 1640 CD plumb-humanities-2021 98 16 - - SYM plumb-humanities-2021 98 17 1699 1699 CD plumb-humanities-2021 98 18 ) ) -RRB- plumb-humanities-2021 98 19 using use VBG plumb-humanities-2021 98 20 the the DT plumb-humanities-2021 98 21 values value NNS plumb-humanities-2021 98 22 assigned assign VBN plumb-humanities-2021 98 23 to to IN plumb-humanities-2021 98 24 word word NN plumb-humanities-2021 98 25 vectors vector NNS plumb-humanities-2021 98 26 ( ( -LRB- plumb-humanities-2021 98 27 figure figure NNP plumb-humanities-2021 98 28 3.1 3.1 CD plumb-humanities-2021 98 29 ) ) -RRB- plumb-humanities-2021 98 30 . . . plumb-humanities-2021 99 1 In in IN plumb-humanities-2021 99 2 a a DT plumb-humanities-2021 99 3 visualized visualized JJ plumb-humanities-2021 99 4 space space NN plumb-humanities-2021 99 5 ( ( -LRB- plumb-humanities-2021 99 6 with with IN plumb-humanities-2021 99 7 reduced reduced JJ plumb-humanities-2021 99 8 dimensions dimension NNS plumb-humanities-2021 99 9 ) ) -RRB- plumb-humanities-2021 99 10 such such JJ plumb-humanities-2021 99 11 as as IN plumb-humanities-2021 99 12 the the DT plumb-humanities-2021 99 13 one one CD plumb-humanities-2021 99 14 in in IN plumb-humanities-2021 99 15 figure figure NN plumb-humanities-2021 99 16 3.1 3.1 CD plumb-humanities-2021 99 17 , , , plumb-humanities-2021 99 18 distances distance NNS plumb-humanities-2021 99 19 among among IN plumb-humanities-2021 99 20 vectors vector NNS plumb-humanities-2021 99 21 can can MD plumb-humanities-2021 99 22 be be VB plumb-humanities-2021 99 23 assessed assess VBN plumb-humanities-2021 99 24 , , , plumb-humanities-2021 99 25 for for IN plumb-humanities-2021 99 26 example example NN plumb-humanities-2021 99 27 , , , plumb-humanities-2021 99 28 to to TO plumb-humanities-2021 99 29 articulate articulate VB plumb-humanities-2021 99 30 the the DT plumb-humanities-2021 99 31 forty forty CD plumb-humanities-2021 99 32 words word NNS plumb-humanities-2021 99 33 most most RBS plumb-humanities-2021 99 34 similar similar JJ plumb-humanities-2021 99 35 to to IN plumb-humanities-2021 99 36 wit wit NN plumb-humanities-2021 99 37 . . . plumb-humanities-2021 100 1 This this DT plumb-humanities-2021 100 2 partic- partic- JJ plumb-humanities-2021 100 3 ular ular JJ plumb-humanities-2021 100 4 model model NN plumb-humanities-2021 100 5 ( ( -LRB- plumb-humanities-2021 100 6 trained train VBN plumb-humanities-2021 100 7 using use VBG plumb-humanities-2021 100 8 the the DT plumb-humanities-2021 100 9 word2vec word2vec NNP plumb-humanities-2021 100 10 algorithm algorithm NNP plumb-humanities-2021 100 11 ) ) -RRB- plumb-humanities-2021 100 12 , , , plumb-humanities-2021 100 13 published publish VBN plumb-humanities-2021 100 14 in in IN plumb-humanities-2021 100 15 the the DT plumb-humanities-2021 100 16 2019 2019 CD plumb-humanities-2021 100 17 Debates Debates NNPS plumb-humanities-2021 100 18 in in IN plumb-humanities-2021 100 19 the the DT plumb-humanities-2021 100 20 Digital Digital NNP plumb-humanities-2021 100 21 Humanities,10 Humanities,10 NNP plumb-humanities-2021 100 22 allowed allow VBD plumb-humanities-2021 100 23 the the DT plumb-humanities-2021 100 24 authors author NNS plumb-humanities-2021 100 25 to to TO plumb-humanities-2021 100 26 visualize visualize VB plumb-humanities-2021 100 27 the the DT plumb-humanities-2021 100 28 term term NN plumb-humanities-2021 100 29 wit wit NN plumb-humanities-2021 100 30 with with IN plumb-humanities-2021 100 31 synonyms synonyms NN plumb-humanities-2021 100 32 on on IN plumb-humanities-2021 100 33 the the DT plumb-humanities-2021 100 34 left left JJ plumb-humanities-2021 100 35 side side NN plumb-humanities-2021 100 36 , , , plumb-humanities-2021 100 37 and and CC plumb-humanities-2021 100 38 terms term NNS plumb-humanities-2021 100 39 related relate VBN plumb-humanities-2021 100 40 to to IN plumb-humanities-2021 100 41 argumentation argumentation NN plumb-humanities-2021 100 42 on on IN plumb-humanities-2021 100 43 the the DT plumb-humanities-2021 100 44 right right NN plumb-humanities-2021 100 45 , , , plumb-humanities-2021 100 46 such such JJ plumb-humanities-2021 100 47 as as IN plumb-humanities-2021 100 48 indeed indeed RB plumb-humanities-2021 100 49 , , , plumb-humanities-2021 100 50 argues argue VBZ plumb-humanities-2021 100 51 , , , plumb-humanities-2021 100 52 and and CC plumb-humanities-2021 100 53 consequently consequently RB plumb-humanities-2021 100 54 . . . plumb-humanities-2021 101 1 This this DT plumb-humanities-2021 101 2 ini- ini- DT plumb-humanities-2021 101 3 tial tial JJ plumb-humanities-2021 101 4 exploration exploration NN plumb-humanities-2021 101 5 prompted prompt VBD plumb-humanities-2021 101 6 Gavin Gavin NNP plumb-humanities-2021 101 7 and and CC plumb-humanities-2021 101 8 his -PRON- PRP$ plumb-humanities-2021 101 9 co co NNS plumb-humanities-2021 101 10 - - NNS plumb-humanities-2021 101 11 authors author NNS plumb-humanities-2021 101 12 to to TO plumb-humanities-2021 101 13 look look VB plumb-humanities-2021 101 14 at at IN plumb-humanities-2021 101 15 a a DT plumb-humanities-2021 101 16 vector vector NN plumb-humanities-2021 101 17 space space NN plumb-humanities-2021 101 18 model model NN plumb-humanities-2021 101 19 for for IN plumb-humanities-2021 101 20 a a DT plumb-humanities-2021 101 21 single single JJ plumb-humanities-2021 101 22 author author NN plumb-humanities-2021 101 23 ( ( -LRB- plumb-humanities-2021 101 24 John John NNP plumb-humanities-2021 101 25 Dryden Dryden NNP plumb-humanities-2021 101 26 ) ) -RRB- plumb-humanities-2021 101 27 , , , plumb-humanities-2021 101 28 in in IN plumb-humanities-2021 101 29 order order NN plumb-humanities-2021 101 30 to to TO plumb-humanities-2021 101 31 both both DT plumb-humanities-2021 101 32 validate validate VB plumb-humanities-2021 101 33 the the DT plumb-humanities-2021 101 34 model model NN plumb-humanities-2021 101 35 against against IN plumb-humanities-2021 101 36 their -PRON- PRP$ plumb-humanities-2021 101 37 subject subject JJ plumb-humanities-2021 101 38 matter matter NN plumb-humanities-2021 101 39 expertise expertise NN plumb-humanities-2021 101 40 and and CC plumb-humanities-2021 101 41 explore explore VB plumb-humanities-2021 101 42 the the DT plumb-humanities-2021 101 43 model model NN plumb-humanities-2021 101 44 ’s ’s POS plumb-humanities-2021 101 45 results result NNS plumb-humanities-2021 101 46 . . . plumb-humanities-2021 102 1 Although although IN plumb-humanities-2021 102 2 word word NN plumb-humanities-2021 102 3 vectors vector NNS plumb-humanities-2021 102 4 are be VBP plumb-humanities-2021 102 5 often often RB plumb-humanities-2021 102 6 employed employ VBN plumb-humanities-2021 102 7 for for IN plumb-humanities-2021 102 8 machine machine NN plumb-humanities-2021 102 9 trans- trans- NNP plumb-humanities-2021 102 10 lation lation NN plumb-humanities-2021 102 11 tasks11 tasks11 NN plumb-humanities-2021 102 12 or or CC plumb-humanities-2021 102 13 to to TO plumb-humanities-2021 102 14 project project VB plumb-humanities-2021 102 15 analogistic analogistic JJ plumb-humanities-2021 102 16 relationships relationship NNS plumb-humanities-2021 102 17 between between IN plumb-humanities-2021 102 18 concepts,12 concepts,12 NNS plumb-humanities-2021 102 19 they -PRON- PRP plumb-humanities-2021 102 20 can can MD plumb-humanities-2021 102 21 also also RB plumb-humanities-2021 102 22 be be VB plumb-humanities-2021 102 23 used use VBN plumb-humanities-2021 102 24 to to IN plumb-humanities-2021 102 25 7See 7See `` plumb-humanities-2021 102 26 Kirschenbaum Kirschenbaum NNP plumb-humanities-2021 102 27 2007 2007 CD plumb-humanities-2021 102 28 and and CC plumb-humanities-2021 102 29 Argamon Argamon NNP plumb-humanities-2021 102 30 and and CC plumb-humanities-2021 102 31 Olsen Olsen NNP plumb-humanities-2021 102 32 2009 2009 CD plumb-humanities-2021 102 33 . . . plumb-humanities-2021 103 1 8A 8A NNP plumb-humanities-2021 103 2 word word NN plumb-humanities-2021 103 3 vector vector NN plumb-humanities-2021 103 4 may may MD plumb-humanities-2021 103 5 have have VB plumb-humanities-2021 103 6 hundreds hundred NNS plumb-humanities-2021 103 7 or or CC plumb-humanities-2021 103 8 even even RB plumb-humanities-2021 103 9 thousands thousand NNS plumb-humanities-2021 103 10 of of IN plumb-humanities-2021 103 11 dimensions dimension NNS plumb-humanities-2021 103 12 . . . plumb-humanities-2021 104 1 9Word 9word NN plumb-humanities-2021 104 2 embedding embed VBG plumb-humanities-2021 104 3 algorithms algorithm NNS plumb-humanities-2021 104 4 are be VBP plumb-humanities-2021 104 5 modelled model VBN plumb-humanities-2021 104 6 on on IN plumb-humanities-2021 104 7 the the DT plumb-humanities-2021 104 8 linguistic linguistic JJ plumb-humanities-2021 104 9 concept concept NN plumb-humanities-2021 104 10 that that IN plumb-humanities-2021 104 11 context context NN plumb-humanities-2021 104 12 is be VBZ plumb-humanities-2021 104 13 a a DT plumb-humanities-2021 104 14 primary primary JJ plumb-humanities-2021 104 15 way way NN plumb-humanities-2021 104 16 that that WDT plumb-humanities-2021 104 17 word word NN plumb-humanities-2021 104 18 meanings meaning NNS plumb-humanities-2021 104 19 are be VBP plumb-humanities-2021 104 20 produced produce VBN plumb-humanities-2021 104 21 . . . plumb-humanities-2021 105 1 Their -PRON- PRP$ plumb-humanities-2021 105 2 usefulness usefulness NN plumb-humanities-2021 105 3 is be VBZ plumb-humanities-2021 105 4 dependent dependent JJ plumb-humanities-2021 105 5 on on IN plumb-humanities-2021 105 6 the the DT plumb-humanities-2021 105 7 breadth breadth NN plumb-humanities-2021 105 8 and and CC plumb-humanities-2021 105 9 domain domain NN plumb-humanities-2021 105 10 - - HYPH plumb-humanities-2021 105 11 relevance relevance NN plumb-humanities-2021 105 12 of of IN plumb-humanities-2021 105 13 the the DT plumb-humanities-2021 105 14 corpus corpus NN plumb-humanities-2021 105 15 they -PRON- PRP plumb-humanities-2021 105 16 are be VBP plumb-humanities-2021 105 17 trained train VBN plumb-humanities-2021 105 18 on on IN plumb-humanities-2021 105 19 , , , plumb-humanities-2021 105 20 meaning mean VBG plumb-humanities-2021 105 21 that that IN plumb-humanities-2021 105 22 a a DT plumb-humanities-2021 105 23 corpus corpus NN plumb-humanities-2021 105 24 of of IN plumb-humanities-2021 105 25 medical medical JJ plumb-humanities-2021 105 26 research research NN plumb-humanities-2021 105 27 vs. vs. IN plumb-humanities-2021 105 28 a a DT plumb-humanities-2021 105 29 corpus corpus NN plumb-humanities-2021 105 30 of of IN plumb-humanities-2021 105 31 1980s 1980s CD plumb-humanities-2021 105 32 television television NN plumb-humanities-2021 105 33 guides guide NNS plumb-humanities-2021 105 34 vs. vs. NNP plumb-humanities-2021 105 35 a a DT plumb-humanities-2021 105 36 corpus corpus NN plumb-humanities-2021 105 37 of of IN plumb-humanities-2021 105 38 family family NN plumb-humanities-2021 105 39 law law NN plumb-humanities-2021 105 40 proceedings proceeding NNS plumb-humanities-2021 105 41 would would MD plumb-humanities-2021 105 42 generate generate VB plumb-humanities-2021 105 43 models model NNS plumb-humanities-2021 105 44 that that WDT plumb-humanities-2021 105 45 show show VBP plumb-humanities-2021 105 46 different different JJ plumb-humanities-2021 105 47 relationships relationship NNS plumb-humanities-2021 105 48 between between IN plumb-humanities-2021 105 49 words word NNS plumb-humanities-2021 105 50 like like IN plumb-humanities-2021 105 51 “ " `` plumb-humanities-2021 105 52 family family NN plumb-humanities-2021 105 53 , , , plumb-humanities-2021 105 54 ” " '' plumb-humanities-2021 105 55 “ " `` plumb-humanities-2021 105 56 health health NN plumb-humanities-2021 105 57 , , , plumb-humanities-2021 105 58 ” " '' plumb-humanities-2021 105 59 “ " `` plumb-humanities-2021 105 60 heart heart NN plumb-humanities-2021 105 61 , , , plumb-humanities-2021 105 62 ” " '' plumb-humanities-2021 105 63 etc etc FW plumb-humanities-2021 105 64 . . . plumb-humanities-2021 106 1 10See 10see LS plumb-humanities-2021 106 2 Goldstone Goldstone NNP plumb-humanities-2021 106 3 2019 2019 CD plumb-humanities-2021 106 4 . . . plumb-humanities-2021 107 1 11Software 11software CD plumb-humanities-2021 107 2 used use VBN plumb-humanities-2021 107 3 to to TO plumb-humanities-2021 107 4 translate translate VB plumb-humanities-2021 107 5 text text NN plumb-humanities-2021 107 6 or or CC plumb-humanities-2021 107 7 speech speech NN plumb-humanities-2021 107 8 from from IN plumb-humanities-2021 107 9 one one CD plumb-humanities-2021 107 10 language language NN plumb-humanities-2021 107 11 to to IN plumb-humanities-2021 107 12 a a DT plumb-humanities-2021 107 13 target target NN plumb-humanities-2021 107 14 language language NN plumb-humanities-2021 107 15 . . . plumb-humanities-2021 108 1 Machine machine NN plumb-humanities-2021 108 2 translation translation NN plumb-humanities-2021 108 3 is be VBZ plumb-humanities-2021 108 4 a a DT plumb-humanities-2021 108 5 subfield subfield NN plumb-humanities-2021 108 6 of of IN plumb-humanities-2021 108 7 computational computational JJ plumb-humanities-2021 108 8 linguistics linguistic NNS plumb-humanities-2021 108 9 that that WDT plumb-humanities-2021 108 10 can can MD plumb-humanities-2021 108 11 now now RB plumb-humanities-2021 108 12 allow allow VB plumb-humanities-2021 108 13 for for IN plumb-humanities-2021 108 14 domain domain NN plumb-humanities-2021 108 15 - - HYPH plumb-humanities-2021 108 16 based base VBN plumb-humanities-2021 108 17 ( ( -LRB- plumb-humanities-2021 108 18 i.e. i.e. FW plumb-humanities-2021 109 1 specialized specialized JJ plumb-humanities-2021 109 2 subject subject JJ plumb-humanities-2021 109 3 matter matter NN plumb-humanities-2021 109 4 ) ) -RRB- plumb-humanities-2021 109 5 customizations customization NNS plumb-humanities-2021 109 6 of of IN plumb-humanities-2021 109 7 translations translation NNS plumb-humanities-2021 109 8 , , , plumb-humanities-2021 109 9 making make VBG plumb-humanities-2021 109 10 translated translate VBN plumb-humanities-2021 109 11 word word NN plumb-humanities-2021 109 12 choices choice NNS plumb-humanities-2021 109 13 more more RBR plumb-humanities-2021 109 14 context context NN plumb-humanities-2021 109 15 - - HYPH plumb-humanities-2021 109 16 specific specific NN plumb-humanities-2021 109 17 .. .. . plumb-humanities-2021 109 18 12Although 12although CD plumb-humanities-2021 109 19 word word NN plumb-humanities-2021 109 20 embeddings embedding NNS plumb-humanities-2021 109 21 are be VBP plumb-humanities-2021 109 22 n’t not RB plumb-humanities-2021 109 23 explicitly explicitly RB plumb-humanities-2021 109 24 trained train VBN plumb-humanities-2021 109 25 to to TO plumb-humanities-2021 109 26 learn learn VB plumb-humanities-2021 109 27 analogies analogy NNS plumb-humanities-2021 109 28 , , , plumb-humanities-2021 109 29 the the DT plumb-humanities-2021 109 30 vectors vector NNS plumb-humanities-2021 109 31 exhibit exhibit NN plumb-humanities-2021 109 32 seemingly seemingly RB plumb-humanities-2021 109 33 linear linear VBP plumb-humanities-2021 109 34 behavior behavior NN plumb-humanities-2021 109 35 ( ( -LRB- plumb-humanities-2021 109 36 such such JJ plumb-humanities-2021 109 37 as as IN plumb-humanities-2021 109 38 “ " `` plumb-humanities-2021 109 39 woman woman NN plumb-humanities-2021 109 40 is be VBZ plumb-humanities-2021 109 41 to to TO plumb-humanities-2021 109 42 queen queen VB plumb-humanities-2021 109 43 as as IN plumb-humanities-2021 109 44 man man NN plumb-humanities-2021 109 45 is be VBZ plumb-humanities-2021 109 46 to to IN plumb-humanities-2021 109 47 king king NN plumb-humanities-2021 109 48 ” " '' plumb-humanities-2021 109 49 ) ) -RRB- plumb-humanities-2021 109 50 , , , plumb-humanities-2021 109 51 which which WDT plumb-humanities-2021 109 52 approximately approximately RB plumb-humanities-2021 109 53 describe describe VBP plumb-humanities-2021 109 54 a a DT plumb-humanities-2021 109 55 parallelogram parallelogram NN plumb-humanities-2021 109 56 . . . plumb-humanities-2021 110 1 This this DT plumb-humanities-2021 110 2 phenomenon phenomenon NN plumb-humanities-2021 110 3 is be VBZ plumb-humanities-2021 110 4 Plumb Plumb NNP plumb-humanities-2021 110 5 35 35 CD plumb-humanities-2021 110 6 Figure figure NN plumb-humanities-2021 110 7 3.1 3.1 CD plumb-humanities-2021 110 8 : : : plumb-humanities-2021 110 9 A a DT plumb-humanities-2021 110 10 visualized visualized JJ plumb-humanities-2021 110 11 space space NN plumb-humanities-2021 110 12 with with IN plumb-humanities-2021 110 13 reduced reduced JJ plumb-humanities-2021 110 14 dimensions dimension NNS plumb-humanities-2021 110 15 of of IN plumb-humanities-2021 110 16 a a DT plumb-humanities-2021 110 17 neighborhood neighborhood NN plumb-humanities-2021 110 18 around around IN plumb-humanities-2021 110 19 wit wit NN plumb-humanities-2021 110 20 ( ( -LRB- plumb-humanities-2021 110 21 Gavin Gavin NNP plumb-humanities-2021 110 22 et et NNP plumb-humanities-2021 110 23 al al NNP plumb-humanities-2021 110 24 . . . plumb-humanities-2021 111 1 2019 2019 CD plumb-humanities-2021 111 2 , , , plumb-humanities-2021 111 3 Figure Figure NNP plumb-humanities-2021 111 4 21.2 21.2 CD plumb-humanities-2021 111 5 ) ) -RRB- plumb-humanities-2021 111 6 . . . plumb-humanities-2021 112 1 question question NN plumb-humanities-2021 112 2 concepts concept NNS plumb-humanities-2021 112 3 that that WDT plumb-humanities-2021 112 4 are be VBP plumb-humanities-2021 112 5 traditionally traditionally RB plumb-humanities-2021 112 6 associated associate VBN plumb-humanities-2021 112 7 with with IN plumb-humanities-2021 112 8 particular particular JJ plumb-humanities-2021 112 9 literary literary JJ plumb-humanities-2021 112 10 periods period NNS plumb-humanities-2021 112 11 and and CC plumb-humanities-2021 112 12 evaluate evaluate VB plumb-humanities-2021 112 13 those those DT plumb-humanities-2021 112 14 associations association NNS plumb-humanities-2021 112 15 with with IN plumb-humanities-2021 112 16 new new JJ plumb-humanities-2021 112 17 kinds kind NNS plumb-humanities-2021 112 18 of of IN plumb-humanities-2021 112 19 evidence evidence NN plumb-humanities-2021 112 20 . . . plumb-humanities-2021 113 1 What what WP plumb-humanities-2021 113 2 this this DT plumb-humanities-2021 113 3 type type NN plumb-humanities-2021 113 4 of of IN plumb-humanities-2021 113 5 study study NN plumb-humanities-2021 113 6 suggests suggest VBZ plumb-humanities-2021 113 7 is be VBZ plumb-humanities-2021 113 8 that that IN plumb-humanities-2021 113 9 we -PRON- PRP plumb-humanities-2021 113 10 can can MD plumb-humanities-2021 113 11 look look VB plumb-humanities-2021 113 12 at at IN plumb-humanities-2021 113 13 cultural cultural JJ plumb-humanities-2021 113 14 concepts concept NNS plumb-humanities-2021 113 15 like like IN plumb-humanities-2021 113 16 wit wit NN plumb-humanities-2021 113 17 in in IN plumb-humanities-2021 113 18 new new JJ plumb-humanities-2021 113 19 ways way NNS plumb-humanities-2021 113 20 . . . plumb-humanities-2021 114 1 These these DT plumb-humanities-2021 114 2 results result NNS plumb-humanities-2021 114 3 can can MD plumb-humanities-2021 114 4 also also RB plumb-humanities-2021 114 5 facilitate facilitate VB plumb-humanities-2021 114 6 a a DT plumb-humanities-2021 114 7 comparison comparison NN plumb-humanities-2021 114 8 of of IN plumb-humanities-2021 114 9 historical historical JJ plumb-humanities-2021 114 10 models model NNS plumb-humanities-2021 114 11 of of IN plumb-humanities-2021 114 12 wit wit NN plumb-humanities-2021 114 13 to to IN plumb-humanities-2021 114 14 contemporary contemporary JJ plumb-humanities-2021 114 15 ones one NNS plumb-humanities-2021 114 16 — — : plumb-humanities-2021 114 17 to to TO plumb-humanities-2021 114 18 show show VB plumb-humanities-2021 114 19 how how WRB plumb-humanities-2021 114 20 its -PRON- PRP$ plumb-humanities-2021 114 21 meaning meaning NN plumb-humanities-2021 114 22 may may MD plumb-humanities-2021 114 23 have have VB plumb-humanities-2021 114 24 shifted shift VBN plumb-humanities-2021 114 25 , , , plumb-humanities-2021 114 26 using use VBG plumb-humanities-2021 114 27 its -PRON- PRP$ plumb-humanities-2021 114 28 changing change VBG plumb-humanities-2021 114 29 relationship relationship NN plumb-humanities-2021 114 30 to to IN plumb-humanities-2021 114 31 other other JJ plumb-humanities-2021 114 32 words word NNS plumb-humanities-2021 114 33 as as IN plumb-humanities-2021 114 34 evidence evidence NN plumb-humanities-2021 114 35 . . . plumb-humanities-2021 115 1 This this DT plumb-humanities-2021 115 2 is be VBZ plumb-humanities-2021 115 3 a a DT plumb-humanities-2021 115 4 growing grow VBG plumb-humanities-2021 115 5 area area NN plumb-humanities-2021 115 6 of of IN plumb-humanities-2021 115 7 research research NN plumb-humanities-2021 115 8 in in IN plumb-humanities-2021 115 9 the the DT plumb-humanities-2021 115 10 social social JJ plumb-humanities-2021 115 11 sciences sciences NNPS plumb-humanities-2021 115 12 , , , plumb-humanities-2021 115 13 computational computational JJ plumb-humanities-2021 115 14 linguistics linguistic NNS plumb-humanities-2021 115 15 , , , plumb-humanities-2021 115 16 and and CC plumb-humanities-2021 115 17 other other JJ plumb-humanities-2021 115 18 disciplines discipline NNS plumb-humanities-2021 115 19 ( ( -LRB- plumb-humanities-2021 115 20 Kutuzov Kutuzov NNP plumb-humanities-2021 115 21 et et FW plumb-humanities-2021 115 22 al al NNP plumb-humanities-2021 115 23 . . . plumb-humanities-2021 116 1 2019 2019 CD plumb-humanities-2021 116 2 ) ) -RRB- plumb-humanities-2021 116 3 In in IN plumb-humanities-2021 116 4 a a DT plumb-humanities-2021 116 5 survey survey NN plumb-humanities-2021 116 6 paper paper NN plumb-humanities-2021 116 7 on on IN plumb-humanities-2021 116 8 current current JJ plumb-humanities-2021 116 9 work work NN plumb-humanities-2021 116 10 in in IN plumb-humanities-2021 116 11 diachronic diachronic JJ plumb-humanities-2021 116 12 word word NN plumb-humanities-2021 116 13 embeddings embedding NNS plumb-humanities-2021 116 14 and and CC plumb-humanities-2021 116 15 semantic semantic JJ plumb-humanities-2021 116 16 shifts shift NNS plumb-humanities-2021 116 17 , , , plumb-humanities-2021 116 18 Kutuzov Kutuzov NNP plumb-humanities-2021 116 19 et et FW plumb-humanities-2021 116 20 al al NNP plumb-humanities-2021 116 21 . . . plumb-humanities-2021 117 1 note note VB plumb-humanities-2021 117 2 that that IN plumb-humanities-2021 117 3 the the DT plumb-humanities-2021 117 4 surge surge NN plumb-humanities-2021 117 5 of of IN plumb-humanities-2021 117 6 interest interest NN plumb-humanities-2021 117 7 points point NNS plumb-humanities-2021 117 8 to to IN plumb-humanities-2021 117 9 its -PRON- PRP$ plumb-humanities-2021 117 10 impor- impor- JJ plumb-humanities-2021 117 11 tance tance NN plumb-humanities-2021 117 12 for for IN plumb-humanities-2021 117 13 natural natural JJ plumb-humanities-2021 117 14 language language NN plumb-humanities-2021 117 15 processing processing NN plumb-humanities-2021 117 16 , , , plumb-humanities-2021 117 17 but but CC plumb-humanities-2021 117 18 that that IN plumb-humanities-2021 117 19 it -PRON- PRP plumb-humanities-2021 117 20 currently currently RB plumb-humanities-2021 117 21 lacks lack VBZ plumb-humanities-2021 117 22 “ " `` plumb-humanities-2021 117 23 cohesion cohesion NN plumb-humanities-2021 117 24 , , , plumb-humanities-2021 117 25 common common JJ plumb-humanities-2021 117 26 terminology terminology NN plumb-humanities-2021 117 27 and and CC plumb-humanities-2021 117 28 shared share VBN plumb-humanities-2021 117 29 practices practice NNS plumb-humanities-2021 117 30 . . . plumb-humanities-2021 117 31 ” " '' plumb-humanities-2021 117 32 Some some DT plumb-humanities-2021 117 33 of of IN plumb-humanities-2021 117 34 this this DT plumb-humanities-2021 117 35 cohesion cohesion NN plumb-humanities-2021 117 36 might may MD plumb-humanities-2021 117 37 be be VB plumb-humanities-2021 117 38 generated generate VBN plumb-humanities-2021 117 39 by by IN plumb-humanities-2021 117 40 putting put VBG plumb-humanities-2021 117 41 the the DT plumb-humanities-2021 117 42 usefulness usefulness NN plumb-humanities-2021 117 43 of of IN plumb-humanities-2021 117 44 word word NN plumb-humanities-2021 117 45 vectors vector NNS plumb-humanities-2021 117 46 in in IN plumb-humanities-2021 117 47 con- con- NNP plumb-humanities-2021 117 48 text text NN plumb-humanities-2021 117 49 of of IN plumb-humanities-2021 117 50 the the DT plumb-humanities-2021 117 51 history history NN plumb-humanities-2021 117 52 of of IN plumb-humanities-2021 117 53 information information NN plumb-humanities-2021 117 54 retrieval retrieval NN plumb-humanities-2021 117 55 and and CC plumb-humanities-2021 117 56 the the DT plumb-humanities-2021 117 57 history history NN plumb-humanities-2021 117 58 of of IN plumb-humanities-2021 117 59 distributed distribute VBN plumb-humanities-2021 117 60 representation representation NN plumb-humanities-2021 117 61 . . . plumb-humanities-2021 118 1 Word word NN plumb-humanities-2021 118 2 embeddings embedding NNS plumb-humanities-2021 118 3 emerged emerge VBD plumb-humanities-2021 118 4 in in IN plumb-humanities-2021 118 5 the the DT plumb-humanities-2021 118 6 1960s 1960 NNS plumb-humanities-2021 118 7 , , , plumb-humanities-2021 118 8 with with IN plumb-humanities-2021 118 9 data datum NNS plumb-humanities-2021 118 10 modeled model VBN plumb-humanities-2021 118 11 as as IN plumb-humanities-2021 118 12 a a DT plumb-humanities-2021 118 13 matrix matrix NN plumb-humanities-2021 118 14 , , , plumb-humanities-2021 118 15 and and CC plumb-humanities-2021 118 16 a a DT plumb-humanities-2021 118 17 user user NN plumb-humanities-2021 118 18 ’s ’s NN plumb-humanities-2021 118 19 query query NN plumb-humanities-2021 118 20 of of IN plumb-humanities-2021 118 21 a a DT plumb-humanities-2021 118 22 database database NN plumb-humanities-2021 118 23 represented represent VBN plumb-humanities-2021 118 24 as as IN plumb-humanities-2021 118 25 a a DT plumb-humanities-2021 118 26 vector vector NN plumb-humanities-2021 118 27 . . . plumb-humanities-2021 119 1 Simple simple JJ plumb-humanities-2021 119 2 vector vector NN plumb-humanities-2021 119 3 operations operation NNS plumb-humanities-2021 119 4 could could MD plumb-humanities-2021 119 5 be be VB plumb-humanities-2021 119 6 used use VBN plumb-humanities-2021 119 7 to to TO plumb-humanities-2021 119 8 locate locate VB plumb-humanities-2021 119 9 relevant relevant JJ plumb-humanities-2021 119 10 data datum NNS plumb-humanities-2021 119 11 or or CC plumb-humanities-2021 119 12 docu- docu- NN plumb-humanities-2021 119 13 ments ment NNS plumb-humanities-2021 119 14 . . . plumb-humanities-2021 120 1 Gerald Gerald NNP plumb-humanities-2021 120 2 Salton Salton NNP plumb-humanities-2021 120 3 is be VBZ plumb-humanities-2021 120 4 generally generally RB plumb-humanities-2021 120 5 credited credit VBN plumb-humanities-2021 120 6 as as IN plumb-humanities-2021 120 7 one one CD plumb-humanities-2021 120 8 of of IN plumb-humanities-2021 120 9 the the DT plumb-humanities-2021 120 10 first first JJ plumb-humanities-2021 120 11 to to TO plumb-humanities-2021 120 12 do do VB plumb-humanities-2021 120 13 this this DT plumb-humanities-2021 120 14 , , , plumb-humanities-2021 120 15 based base VBN plumb-humanities-2021 120 16 on on IN plumb-humanities-2021 120 17 the the DT plumb-humanities-2021 120 18 idea idea NN plumb-humanities-2021 120 19 that that IN plumb-humanities-2021 120 20 he -PRON- PRP plumb-humanities-2021 120 21 could could MD plumb-humanities-2021 120 22 represent represent VB plumb-humanities-2021 120 23 a a DT plumb-humanities-2021 120 24 document document NN plumb-humanities-2021 120 25 as as IN plumb-humanities-2021 120 26 a a DT plumb-humanities-2021 120 27 vector vector NN plumb-humanities-2021 120 28 of of IN plumb-humanities-2021 120 29 keywords keyword NNS plumb-humanities-2021 120 30 and and CC plumb-humanities-2021 120 31 use use VB plumb-humanities-2021 120 32 measures measure NNS plumb-humanities-2021 120 33 like like IN plumb-humanities-2021 120 34 cosine cosine NN plumb-humanities-2021 120 35 similarity similarity NN plumb-humanities-2021 120 36 and and CC plumb-humanities-2021 120 37 di- di- NNP plumb-humanities-2021 120 38 mensionality mensionality NN plumb-humanities-2021 120 39 reduction reduction NN plumb-humanities-2021 120 40 to to TO plumb-humanities-2021 120 41 compare compare VB plumb-humanities-2021 120 42 documents.13 documents.13 NNP plumb-humanities-2021 120 43 Since since IN plumb-humanities-2021 120 44 the the DT plumb-humanities-2021 120 45 1990s 1990 NNS plumb-humanities-2021 120 46 , , , plumb-humanities-2021 120 47 vector vector NN plumb-humanities-2021 120 48 space space NN plumb-humanities-2021 120 49 models model NNS plumb-humanities-2021 120 50 have have VBP plumb-humanities-2021 120 51 been be VBN plumb-humanities-2021 120 52 explored explore VBN plumb-humanities-2021 120 53 in in IN plumb-humanities-2021 120 54 Allen Allen NNP plumb-humanities-2021 120 55 and and CC plumb-humanities-2021 120 56 Hospedales Hospedales NNP plumb-humanities-2021 120 57 2019 2019 CD plumb-humanities-2021 120 58 . . . plumb-humanities-2021 121 1 13Algorithms 13algorithms CD plumb-humanities-2021 121 2 like like IN plumb-humanities-2021 121 3 word2vec word2vec NN plumb-humanities-2021 121 4 take take VBP plumb-humanities-2021 121 5 as as IN plumb-humanities-2021 121 6 input input NN plumb-humanities-2021 121 7 the the DT plumb-humanities-2021 121 8 linguistic linguistic JJ plumb-humanities-2021 121 9 context context NN plumb-humanities-2021 121 10 of of IN plumb-humanities-2021 121 11 words word NNS plumb-humanities-2021 121 12 in in IN plumb-humanities-2021 121 13 a a DT plumb-humanities-2021 121 14 given give VBN plumb-humanities-2021 121 15 corpus corpus NN plumb-humanities-2021 121 16 of of IN plumb-humanities-2021 121 17 text text NN plumb-humanities-2021 121 18 , , , plumb-humanities-2021 121 19 and and CC plumb-humanities-2021 121 20 output output VB plumb-humanities-2021 121 21 an an DT plumb-humanities-2021 121 22 N N NNP plumb-humanities-2021 121 23 dimensional dimensional JJ plumb-humanities-2021 121 24 space space NN plumb-humanities-2021 121 25 of of IN plumb-humanities-2021 121 26 those those DT plumb-humanities-2021 121 27 words word NNS plumb-humanities-2021 121 28 — — : plumb-humanities-2021 121 29 each each DT plumb-humanities-2021 121 30 word word NN plumb-humanities-2021 121 31 is be VBZ plumb-humanities-2021 121 32 represented represent VBN plumb-humanities-2021 121 33 as as IN plumb-humanities-2021 121 34 a a DT plumb-humanities-2021 121 35 vector vector NN plumb-humanities-2021 121 36 of of IN plumb-humanities-2021 121 37 dimension dimension NN plumb-humanities-2021 121 38 N n NN plumb-humanities-2021 121 39 in in IN plumb-humanities-2021 121 40 that that DT plumb-humanities-2021 121 41 Euclidean euclidean JJ plumb-humanities-2021 121 42 space space NN plumb-humanities-2021 121 43 . . . plumb-humanities-2021 122 1 Word word NN plumb-humanities-2021 122 2 vectors vector NNS plumb-humanities-2021 122 3 with with IN plumb-humanities-2021 122 4 thousands thousand NNS plumb-humanities-2021 122 5 of of IN plumb-humanities-2021 122 6 values value NNS plumb-humanities-2021 122 7 are be VBP plumb-humanities-2021 122 8 transformed transform VBN plumb-humanities-2021 122 9 to to IN plumb-humanities-2021 122 10 lower lower RBR plumb-humanities-2021 122 11 - - HYPH plumb-humanities-2021 122 12 dimensional dimensional JJ plumb-humanities-2021 122 13 spaces space NNS plumb-humanities-2021 122 14 in in IN plumb-humanities-2021 122 15 which which WDT plumb-humanities-2021 122 16 the the DT plumb-humanities-2021 122 17 directionality directionality NN plumb-humanities-2021 122 18 of of IN plumb-humanities-2021 122 19 two two CD plumb-humanities-2021 122 20 vectors vector NNS plumb-humanities-2021 122 21 can can MD plumb-humanities-2021 122 22 be be VB plumb-humanities-2021 122 23 measured measure VBN plumb-humanities-2021 122 24 using use VBG plumb-humanities-2021 122 25 cosine cosine NN plumb-humanities-2021 122 26 similarity similarity NN plumb-humanities-2021 122 27 — — : plumb-humanities-2021 122 28 words word NNS plumb-humanities-2021 122 29 that that WDT plumb-humanities-2021 122 30 exist exist VBP plumb-humanities-2021 122 31 in in IN plumb-humanities-2021 122 32 similar similar JJ plumb-humanities-2021 122 33 contexts contexts NN plumb-humanities-2021 122 34 would would MD plumb-humanities-2021 122 35 be be VB plumb-humanities-2021 122 36 expected expect VBN plumb-humanities-2021 122 37 to to TO plumb-humanities-2021 122 38 have have VB plumb-humanities-2021 122 39 a a DT plumb-humanities-2021 122 40 similar similar JJ plumb-humanities-2021 122 41 cosine cosine NN plumb-humanities-2021 122 42 measurement measurement NN plumb-humanities-2021 122 43 and and CC plumb-humanities-2021 122 44 map map VB plumb-humanities-2021 122 45 to to IN plumb-humanities-2021 122 46 like like UH plumb-humanities-2021 122 47 clusters cluster NNS plumb-humanities-2021 122 48 in in IN plumb-humanities-2021 122 49 the the DT plumb-humanities-2021 122 50 distributed distribute VBN plumb-humanities-2021 122 51 space space NN plumb-humanities-2021 122 52 . . . plumb-humanities-2021 123 1 36 36 CD plumb-humanities-2021 123 2 Machine Machine NNP plumb-humanities-2021 123 3 Learning Learning NNP plumb-humanities-2021 123 4 , , , plumb-humanities-2021 123 5 Libraries Libraries NNPS plumb-humanities-2021 123 6 , , , plumb-humanities-2021 123 7 and and CC plumb-humanities-2021 123 8 Cross Cross NNP plumb-humanities-2021 123 9 - - NNP plumb-humanities-2021 123 10 Disciplinary Disciplinary NNP plumb-humanities-2021 123 11 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 123 12 3 3 CD plumb-humanities-2021 123 13 used use VBN plumb-humanities-2021 123 14 in in IN plumb-humanities-2021 123 15 distributional distributional JJ plumb-humanities-2021 123 16 semantics semantic NNS plumb-humanities-2021 123 17 . . . plumb-humanities-2021 124 1 In in IN plumb-humanities-2021 124 2 a a DT plumb-humanities-2021 124 3 paper paper NN plumb-humanities-2021 124 4 on on IN plumb-humanities-2021 124 5 the the DT plumb-humanities-2021 124 6 history history NN plumb-humanities-2021 124 7 of of IN plumb-humanities-2021 124 8 vector vector NN plumb-humanities-2021 124 9 space space NN plumb-humanities-2021 124 10 models model NNS plumb-humanities-2021 124 11 , , , plumb-humanities-2021 124 12 which which WDT plumb-humanities-2021 124 13 exam- exam- VBD plumb-humanities-2021 124 14 ines ine NNS plumb-humanities-2021 124 15 the the DT plumb-humanities-2021 124 16 trajectory trajectory NN plumb-humanities-2021 124 17 of of IN plumb-humanities-2021 124 18 Gerald Gerald NNP plumb-humanities-2021 124 19 Salton Salton NNP plumb-humanities-2021 124 20 ’s ’s POS plumb-humanities-2021 124 21 work work NN plumb-humanities-2021 124 22 , , , plumb-humanities-2021 124 23 David David NNP plumb-humanities-2021 124 24 Dubin Dubin NNP plumb-humanities-2021 124 25 notes note VBZ plumb-humanities-2021 124 26 that that IN plumb-humanities-2021 124 27 these these DT plumb-humanities-2021 124 28 mathematical mathematical JJ plumb-humanities-2021 124 29 models model NNS plumb-humanities-2021 124 30 can can MD plumb-humanities-2021 124 31 be be VB plumb-humanities-2021 124 32 defined define VBN plumb-humanities-2021 124 33 as as IN plumb-humanities-2021 124 34 “ " `` plumb-humanities-2021 124 35 a a DT plumb-humanities-2021 124 36 consistent consistent JJ plumb-humanities-2021 124 37 mathematical mathematical JJ plumb-humanities-2021 124 38 structure structure NN plumb-humanities-2021 124 39 designed design VBN plumb-humanities-2021 124 40 to to TO plumb-humanities-2021 124 41 correspond correspond VB plumb-humanities-2021 124 42 to to IN plumb-humanities-2021 124 43 some some DT plumb-humanities-2021 124 44 physical physical JJ plumb-humanities-2021 124 45 , , , plumb-humanities-2021 124 46 biological biological JJ plumb-humanities-2021 124 47 , , , plumb-humanities-2021 124 48 social social JJ plumb-humanities-2021 124 49 , , , plumb-humanities-2021 124 50 psychological psychological JJ plumb-humanities-2021 124 51 , , , plumb-humanities-2021 124 52 or or CC plumb-humanities-2021 124 53 conceptual conceptual JJ plumb-humanities-2021 124 54 entity entity NN plumb-humanities-2021 124 55 ” " '' plumb-humanities-2021 124 56 ( ( -LRB- plumb-humanities-2021 124 57 2004 2004 CD plumb-humanities-2021 124 58 ) ) -RRB- plumb-humanities-2021 124 59 . . . plumb-humanities-2021 125 1 In in IN plumb-humanities-2021 125 2 the the DT plumb-humanities-2021 125 3 case case NN plumb-humanities-2021 125 4 of of IN plumb-humanities-2021 125 5 word word NN plumb-humanities-2021 125 6 vectors vector NNS plumb-humanities-2021 125 7 , , , plumb-humanities-2021 125 8 word word NN plumb-humanities-2021 125 9 context context NN plumb-humanities-2021 125 10 and and CC plumb-humanities-2021 125 11 colocations colocation NNS plumb-humanities-2021 125 12 give give VBP plumb-humanities-2021 125 13 us -PRON- PRP plumb-humanities-2021 125 14 quantifiable quantifiable JJ plumb-humanities-2021 125 15 information information NN plumb-humanities-2021 125 16 about about IN plumb-humanities-2021 125 17 a a DT plumb-humanities-2021 125 18 word word NN plumb-humanities-2021 125 19 ’s ’s POS plumb-humanities-2021 125 20 meaning meaning NN plumb-humanities-2021 125 21 . . . plumb-humanities-2021 126 1 But but CC plumb-humanities-2021 126 2 research research NN plumb-humanities-2021 126 3 in in IN plumb-humanities-2021 126 4 cognitive cognitive JJ plumb-humanities-2021 126 5 science science NN plumb-humanities-2021 126 6 has have VBZ plumb-humanities-2021 126 7 long long RB plumb-humanities-2021 126 8 questioned question VBN plumb-humanities-2021 126 9 the the DT plumb-humanities-2021 126 10 property property NN plumb-humanities-2021 126 11 of of IN plumb-humanities-2021 126 12 linguistic linguistic JJ plumb-humanities-2021 126 13 similarity similarity NN plumb-humanities-2021 126 14 in in IN plumb-humanities-2021 126 15 spatial spatial JJ plumb-humanities-2021 126 16 representations representation NNS plumb-humanities-2021 126 17 because because IN plumb-humanities-2021 126 18 they -PRON- PRP plumb-humanities-2021 126 19 do do VBP plumb-humanities-2021 126 20 n’t not RB plumb-humanities-2021 126 21 align align VB plumb-humanities-2021 126 22 with with IN plumb-humanities-2021 126 23 important important JJ plumb-humanities-2021 126 24 aspects aspect NNS plumb-humanities-2021 126 25 of of IN plumb-humanities-2021 126 26 human human JJ plumb-humanities-2021 126 27 semantic semantic JJ plumb-humanities-2021 126 28 pro- pro- NN plumb-humanities-2021 126 29 cessing cessing NN plumb-humanities-2021 126 30 ( ( -LRB- plumb-humanities-2021 126 31 Tversky Tversky NNP plumb-humanities-2021 126 32 1977 1977 CD plumb-humanities-2021 126 33 ) ) -RRB- plumb-humanities-2021 126 34 . . . plumb-humanities-2021 127 1 Tversky Tversky NNP plumb-humanities-2021 127 2 shows show NNS plumb-humanities-2021 127 3 , , , plumb-humanities-2021 127 4 for for IN plumb-humanities-2021 127 5 example example NN plumb-humanities-2021 127 6 , , , plumb-humanities-2021 127 7 that that IN plumb-humanities-2021 127 8 people people NNS plumb-humanities-2021 127 9 ’s ’s POS plumb-humanities-2021 127 10 interpretation interpretation NN plumb-humanities-2021 127 11 of of IN plumb-humanities-2021 127 12 semantic semantic JJ plumb-humanities-2021 127 13 sim- sim- NN plumb-humanities-2021 127 14 ilarity ilarity NN plumb-humanities-2021 127 15 does do VBZ plumb-humanities-2021 127 16 not not RB plumb-humanities-2021 127 17 always always RB plumb-humanities-2021 127 18 obey obey VB plumb-humanities-2021 127 19 the the DT plumb-humanities-2021 127 20 triangle triangle NN plumb-humanities-2021 127 21 inequality inequality NN plumb-humanities-2021 127 22 , , , plumb-humanities-2021 127 23 i.e. i.e. FW plumb-humanities-2021 127 24 , , , plumb-humanities-2021 127 25 the the DT plumb-humanities-2021 127 26 words word NNS plumb-humanities-2021 127 27 w1 w1 NNP plumb-humanities-2021 127 28 and and CC plumb-humanities-2021 127 29 w3 w3 NNP plumb-humanities-2021 127 30 are be VBP plumb-humanities-2021 127 31 not not RB plumb-humanities-2021 127 32 necessarily necessarily RB plumb-humanities-2021 127 33 similar similar JJ plumb-humanities-2021 127 34 when when WRB plumb-humanities-2021 127 35 both both DT plumb-humanities-2021 127 36 pairs pair NNS plumb-humanities-2021 127 37 of of IN plumb-humanities-2021 127 38 ( ( -LRB- plumb-humanities-2021 127 39 w1 w1 NNP plumb-humanities-2021 127 40 , , , plumb-humanities-2021 127 41 w2 w2 RB plumb-humanities-2021 127 42 ) ) -RRB- plumb-humanities-2021 127 43 and and CC plumb-humanities-2021 127 44 ( ( -LRB- plumb-humanities-2021 127 45 w2 w2 RB plumb-humanities-2021 127 46 , , , plumb-humanities-2021 127 47 w3 w3 NNP plumb-humanities-2021 127 48 ) ) -RRB- plumb-humanities-2021 127 49 are be VBP plumb-humanities-2021 127 50 similar similar JJ plumb-humanities-2021 127 51 . . . plumb-humanities-2021 128 1 While while IN plumb-humanities-2021 128 2 “ " `` plumb-humanities-2021 128 3 asteroid asteroid NN plumb-humanities-2021 128 4 ” " '' plumb-humanities-2021 128 5 is be VBZ plumb-humanities-2021 128 6 very very RB plumb-humanities-2021 128 7 similar similar JJ plumb-humanities-2021 128 8 to to IN plumb-humanities-2021 128 9 “ " `` plumb-humanities-2021 128 10 belt belt VB plumb-humanities-2021 128 11 ” " '' plumb-humanities-2021 128 12 and and CC plumb-humanities-2021 128 13 “ " `` plumb-humanities-2021 128 14 belt belt NN plumb-humanities-2021 128 15 ” " '' plumb-humanities-2021 128 16 is be VBZ plumb-humanities-2021 128 17 very very RB plumb-humanities-2021 128 18 similar similar JJ plumb-humanities-2021 128 19 to to IN plumb-humanities-2021 128 20 “ " `` plumb-humanities-2021 128 21 buckle buckle VB plumb-humanities-2021 128 22 ” " '' plumb-humanities-2021 128 23 , , , plumb-humanities-2021 128 24 “ " `` plumb-humanities-2021 128 25 asteroid asteroid NN plumb-humanities-2021 128 26 ” " '' plumb-humanities-2021 128 27 and and CC plumb-humanities-2021 128 28 “ " `` plumb-humanities-2021 128 29 buckle buckle NN plumb-humanities-2021 128 30 ” " '' plumb-humanities-2021 128 31 are be VBP plumb-humanities-2021 128 32 not not RB plumb-humanities-2021 128 33 similar similar JJ plumb-humanities-2021 128 34 ( ( -LRB- plumb-humanities-2021 128 35 Griffiths Griffiths NNP plumb-humanities-2021 128 36 et et NNP plumb-humanities-2021 128 37 al al NNP plumb-humanities-2021 128 38 . . . plumb-humanities-2021 129 1 2007 2007 CD plumb-humanities-2021 129 2 ) ) -RRB- plumb-humanities-2021 129 3 . . . plumb-humanities-2021 130 1 One one CD plumb-humanities-2021 130 2 reason reason NN plumb-humanities-2021 130 3 this this DT plumb-humanities-2021 130 4 violation violation NN plumb-humanities-2021 130 5 arises arise VBZ plumb-humanities-2021 130 6 is be VBZ plumb-humanities-2021 130 7 because because IN plumb-humanities-2021 130 8 a a DT plumb-humanities-2021 130 9 word word NN plumb-humanities-2021 130 10 is be VBZ plumb-humanities-2021 130 11 represented represent VBN plumb-humanities-2021 130 12 as as IN plumb-humanities-2021 130 13 a a DT plumb-humanities-2021 130 14 single single JJ plumb-humanities-2021 130 15 vector vector NN plumb-humanities-2021 130 16 even even RB plumb-humanities-2021 130 17 when when WRB plumb-humanities-2021 130 18 it -PRON- PRP plumb-humanities-2021 130 19 has have VBZ plumb-humanities-2021 130 20 multiple multiple JJ plumb-humanities-2021 130 21 meanings meaning NNS plumb-humanities-2021 130 22 . . . plumb-humanities-2021 131 1 This this DT plumb-humanities-2021 131 2 has have VBZ plumb-humanities-2021 131 3 led lead VBN plumb-humanities-2021 131 4 to to TO plumb-humanities-2021 131 5 research research NN plumb-humanities-2021 131 6 that that WDT plumb-humanities-2021 131 7 attempts attempt VBZ plumb-humanities-2021 131 8 new new JJ plumb-humanities-2021 131 9 methods method NNS plumb-humanities-2021 131 10 to to TO plumb-humanities-2021 131 11 capture capture VB plumb-humanities-2021 131 12 different different JJ plumb-humanities-2021 131 13 senses sense NNS plumb-humanities-2021 131 14 of of IN plumb-humanities-2021 131 15 words word NNS plumb-humanities-2021 131 16 in in IN plumb-humanities-2021 131 17 embedding embed VBG plumb-humanities-2021 131 18 applications application NNS plumb-humanities-2021 131 19 . . . plumb-humanities-2021 132 1 In in IN plumb-humanities-2021 132 2 a a DT plumb-humanities-2021 132 3 paper paper NN plumb-humanities-2021 132 4 surveying surveying NN plumb-humanities-2021 132 5 techniques technique NNS plumb-humanities-2021 132 6 for for IN plumb-humanities-2021 132 7 dif- dif- RB plumb-humanities-2021 132 8 ferentiating ferentiate VBG plumb-humanities-2021 132 9 words word NNS plumb-humanities-2021 132 10 at at IN plumb-humanities-2021 132 11 the the DT plumb-humanities-2021 132 12 “ " `` plumb-humanities-2021 132 13 sense sense NN plumb-humanities-2021 132 14 ” " '' plumb-humanities-2021 132 15 level level NN plumb-humanities-2021 132 16 , , , plumb-humanities-2021 132 17 Jose Jose NNP plumb-humanities-2021 132 18 Camacho Camacho NNP plumb-humanities-2021 132 19 - - HYPH plumb-humanities-2021 132 20 Collados Collados NNP plumb-humanities-2021 132 21 and and CC plumb-humanities-2021 132 22 Mohammad Mohammad NNP plumb-humanities-2021 132 23 Taher Taher NNP plumb-humanities-2021 132 24 Pilehvar Pilehvar NNP plumb-humanities-2021 132 25 show show VBP plumb-humanities-2021 132 26 that that IN plumb-humanities-2021 132 27 these these DT plumb-humanities-2021 132 28 efforts effort NNS plumb-humanities-2021 132 29 fall fall VBP plumb-humanities-2021 132 30 in in IN plumb-humanities-2021 132 31 two two CD plumb-humanities-2021 132 32 camps camp NNS plumb-humanities-2021 132 33 : : : plumb-humanities-2021 132 34 “ " `` plumb-humanities-2021 132 35 Unsupervised unsupervise VBN plumb-humanities-2021 132 36 models model NNS plumb-humanities-2021 132 37 directly directly RB plumb-humanities-2021 132 38 learn learn VBP plumb-humanities-2021 132 39 word word NN plumb-humanities-2021 132 40 senses sense NNS plumb-humanities-2021 132 41 from from IN plumb-humanities-2021 132 42 text text NN plumb-humanities-2021 132 43 corpora corpora NN plumb-humanities-2021 132 44 , , , plumb-humanities-2021 132 45 while while IN plumb-humanities-2021 132 46 knowledge knowledge NN plumb-humanities-2021 132 47 - - HYPH plumb-humanities-2021 132 48 based base VBN plumb-humanities-2021 132 49 techniques technique NNS plumb-humanities-2021 132 50 exploit exploit VBP plumb-humanities-2021 132 51 the the DT plumb-humanities-2021 132 52 sense sense NN plumb-humanities-2021 132 53 inventories inventory NNS plumb-humanities-2021 132 54 of of IN plumb-humanities-2021 132 55 lexical lexical JJ plumb-humanities-2021 132 56 resources resource NNS plumb-humanities-2021 132 57 as as IN plumb-humanities-2021 132 58 their -PRON- PRP$ plumb-humanities-2021 132 59 main main JJ plumb-humanities-2021 132 60 source source NN plumb-humanities-2021 132 61 for for IN plumb-humanities-2021 132 62 representing represent VBG plumb-humanities-2021 132 63 meanings meaning NNS plumb-humanities-2021 132 64 ” " '' plumb-humanities-2021 132 65 ( ( -LRB- plumb-humanities-2021 132 66 2018 2018 CD plumb-humanities-2021 132 67 , , , plumb-humanities-2021 132 68 744 744 CD plumb-humanities-2021 132 69 ) ) -RRB- plumb-humanities-2021 132 70 . . . plumb-humanities-2021 133 1 The the DT plumb-humanities-2021 133 2 first first JJ plumb-humanities-2021 133 3 method method NN plumb-humanities-2021 133 4 , , , plumb-humanities-2021 133 5 an an DT plumb-humanities-2021 133 6 unsupervised unsupervised JJ plumb-humanities-2021 133 7 model model NN plumb-humanities-2021 133 8 , , , plumb-humanities-2021 133 9 induces induce VBZ plumb-humanities-2021 133 10 different different JJ plumb-humanities-2021 133 11 meanings meaning NNS plumb-humanities-2021 133 12 of of IN plumb-humanities-2021 133 13 a a DT plumb-humanities-2021 133 14 word word NN plumb-humanities-2021 133 15 — — : plumb-humanities-2021 133 16 it -PRON- PRP plumb-humanities-2021 133 17 is be VBZ plumb-humanities-2021 133 18 trained train VBN plumb-humanities-2021 133 19 to to TO plumb-humanities-2021 133 20 analyze analyze VB plumb-humanities-2021 133 21 and and CC plumb-humanities-2021 133 22 represent represent VB plumb-humanities-2021 133 23 each each DT plumb-humanities-2021 133 24 word word NN plumb-humanities-2021 133 25 sense sense NN plumb-humanities-2021 133 26 based base VBN plumb-humanities-2021 133 27 on on IN plumb-humanities-2021 133 28 statistical statistical JJ plumb-humanities-2021 133 29 knowledge knowledge NN plumb-humanities-2021 133 30 derived derive VBN plumb-humanities-2021 133 31 from from IN plumb-humanities-2021 133 32 the the DT plumb-humanities-2021 133 33 contexts contexts NN plumb-humanities-2021 133 34 within within IN plumb-humanities-2021 133 35 a a DT plumb-humanities-2021 133 36 corpus corpus NN plumb-humanities-2021 133 37 . . . plumb-humanities-2021 134 1 The the DT plumb-humanities-2021 134 2 second second JJ plumb-humanities-2021 134 3 method method NN plumb-humanities-2021 134 4 for for IN plumb-humanities-2021 134 5 disambiguation disambiguation NN plumb-humanities-2021 134 6 relies rely VBZ plumb-humanities-2021 134 7 on on IN plumb-humanities-2021 134 8 information information NN plumb-humanities-2021 134 9 contained contain VBN plumb-humanities-2021 134 10 in in IN plumb-humanities-2021 134 11 other other JJ plumb-humanities-2021 134 12 databases database NNS plumb-humanities-2021 134 13 or or CC plumb-humanities-2021 134 14 sources source NNS plumb-humanities-2021 134 15 . . . plumb-humanities-2021 135 1 WordNet WordNet NNP plumb-humanities-2021 135 2 , , , plumb-humanities-2021 135 3 for for IN plumb-humanities-2021 135 4 instance instance NN plumb-humanities-2021 135 5 , , , plumb-humanities-2021 135 6 associates associate VBZ plumb-humanities-2021 135 7 multiple multiple JJ plumb-humanities-2021 135 8 words word NNS plumb-humanities-2021 135 9 with with IN plumb-humanities-2021 135 10 concepts concept NNS plumb-humanities-2021 135 11 , , , plumb-humanities-2021 135 12 providing provide VBG plumb-humanities-2021 135 13 a a DT plumb-humanities-2021 135 14 sense sense NN plumb-humanities-2021 135 15 inventory inventory NN plumb-humanities-2021 135 16 for for IN plumb-humanities-2021 135 17 terms term NNS plumb-humanities-2021 135 18 . . . plumb-humanities-2021 136 1 It -PRON- PRP plumb-humanities-2021 136 2 is be VBZ plumb-humanities-2021 136 3 made make VBN plumb-humanities-2021 136 4 up up RP plumb-humanities-2021 136 5 of of IN plumb-humanities-2021 136 6 synsets synset NNS plumb-humanities-2021 136 7 , , , plumb-humanities-2021 136 8 which which WDT plumb-humanities-2021 136 9 represent represent VBP plumb-humanities-2021 136 10 unique unique JJ plumb-humanities-2021 136 11 concepts concept NNS plumb-humanities-2021 136 12 that that WDT plumb-humanities-2021 136 13 can can MD plumb-humanities-2021 136 14 be be VB plumb-humanities-2021 136 15 expressed express VBN plumb-humanities-2021 136 16 through through IN plumb-humanities-2021 136 17 nouns noun NNS plumb-humanities-2021 136 18 , , , plumb-humanities-2021 136 19 verbs verb NNS plumb-humanities-2021 136 20 , , , plumb-humanities-2021 136 21 adjectives adjective NNS plumb-humanities-2021 136 22 or or CC plumb-humanities-2021 136 23 adverbs adverb NNS plumb-humanities-2021 136 24 . . . plumb-humanities-2021 137 1 The the DT plumb-humanities-2021 137 2 synset synset NN plumb-humanities-2021 137 3 of of IN plumb-humanities-2021 137 4 a a DT plumb-humanities-2021 137 5 concept concept NN plumb-humanities-2021 137 6 such such JJ plumb-humanities-2021 137 7 as as IN plumb-humanities-2021 137 8 “ " `` plumb-humanities-2021 137 9 a a DT plumb-humanities-2021 137 10 busi- busi- JJ plumb-humanities-2021 137 11 ness ness NN plumb-humanities-2021 137 12 where where WRB plumb-humanities-2021 137 13 patrons patron NNS plumb-humanities-2021 137 14 can can MD plumb-humanities-2021 137 15 purchase purchase VB plumb-humanities-2021 137 16 coffee coffee NN plumb-humanities-2021 137 17 and and CC plumb-humanities-2021 137 18 use use VB plumb-humanities-2021 137 19 WiFi WiFi NNP plumb-humanities-2021 137 20 ” " '' plumb-humanities-2021 137 21 might may MD plumb-humanities-2021 137 22 be be VB plumb-humanities-2021 137 23 “ " `` plumb-humanities-2021 137 24 cafe cafe JJ plumb-humanities-2021 137 25 , , , plumb-humanities-2021 137 26 coffeeshop coffeeshop NN plumb-humanities-2021 137 27 , , , plumb-humanities-2021 137 28 internet internet NN plumb-humanities-2021 137 29 cafe cafe NN plumb-humanities-2021 137 30 ” " '' plumb-humanities-2021 137 31 etc etc FW plumb-humanities-2021 137 32 . . . plumb-humanities-2021 138 1 Camacho Camacho NNP plumb-humanities-2021 138 2 - - HYPH plumb-humanities-2021 138 3 Collados Collados NNP plumb-humanities-2021 138 4 and and CC plumb-humanities-2021 138 5 Pilehvar Pilehvar NNP plumb-humanities-2021 138 6 review review VB plumb-humanities-2021 138 7 different different JJ plumb-humanities-2021 138 8 ways way NNS plumb-humanities-2021 138 9 to to TO plumb-humanities-2021 138 10 process process VB plumb-humanities-2021 138 11 word word NN plumb-humanities-2021 138 12 embedding embed VBG plumb-humanities-2021 138 13 results result NNS plumb-humanities-2021 138 14 using use VBG plumb-humanities-2021 138 15 WordNet WordNet NNP plumb-humanities-2021 138 16 and and CC plumb-humanities-2021 138 17 similar similar JJ plumb-humanities-2021 138 18 resources resource NNS plumb-humanities-2021 138 19 , , , plumb-humanities-2021 138 20 which which WDT plumb-humanities-2021 138 21 essentially essentially RB plumb-humanities-2021 138 22 provide provide VBP plumb-humanities-2021 138 23 synonyms synonyms NN plumb-humanities-2021 138 24 that that WDT plumb-humanities-2021 138 25 share share VBP plumb-humanities-2021 138 26 a a DT plumb-humanities-2021 138 27 common common JJ plumb-humanities-2021 138 28 meaning meaning NN plumb-humanities-2021 138 29 . . . plumb-humanities-2021 139 1 There there EX plumb-humanities-2021 139 2 exists exist VBZ plumb-humanities-2021 139 3 a a DT plumb-humanities-2021 139 4 relationship relationship NN plumb-humanities-2021 139 5 between between IN plumb-humanities-2021 139 6 work work NN plumb-humanities-2021 139 7 that that WDT plumb-humanities-2021 139 8 addresses address VBZ plumb-humanities-2021 139 9 word word NN plumb-humanities-2021 139 10 disambiguation disambiguation NNP plumb-humanities-2021 139 11 and and CC plumb-humanities-2021 139 12 work work NN plumb-humanities-2021 139 13 that that WDT plumb-humanities-2021 139 14 addresses address VBZ plumb-humanities-2021 139 15 the the DT plumb-humanities-2021 139 16 biases bias NNS plumb-humanities-2021 139 17 that that WDT plumb-humanities-2021 139 18 word word NN plumb-humanities-2021 139 19 vector vector NNP plumb-humanities-2021 139 20 algorithms algorithms NNP plumb-humanities-2021 139 21 produce produce VBP plumb-humanities-2021 139 22 . . . plumb-humanities-2021 140 1 Just just RB plumb-humanities-2021 140 2 as as IN plumb-humanities-2021 140 3 researchers researcher NNS plumb-humanities-2021 140 4 can can MD plumb-humanities-2021 140 5 modify modify VB plumb-humanities-2021 140 6 gen- gen- NNP plumb-humanities-2021 140 7 eral eral JJ plumb-humanities-2021 140 8 word word NN plumb-humanities-2021 140 9 embedding embed VBG plumb-humanities-2021 140 10 models model NNS plumb-humanities-2021 140 11 to to TO plumb-humanities-2021 140 12 capture capture VB plumb-humanities-2021 140 13 a a DT plumb-humanities-2021 140 14 word word NN plumb-humanities-2021 140 15 ’s ’s POS plumb-humanities-2021 140 16 multiple multiple JJ plumb-humanities-2021 140 17 meanings meaning NNS plumb-humanities-2021 140 18 , , , plumb-humanities-2021 140 19 they -PRON- PRP plumb-humanities-2021 140 20 can can MD plumb-humanities-2021 140 21 also also RB plumb-humanities-2021 140 22 modify modify VB plumb-humanities-2021 140 23 them -PRON- PRP plumb-humanities-2021 140 24 according accord VBG plumb-humanities-2021 140 25 to to IN plumb-humanities-2021 140 26 a a DT plumb-humanities-2021 140 27 word word NN plumb-humanities-2021 140 28 ’s ’s POS plumb-humanities-2021 140 29 usage usage NN plumb-humanities-2021 140 30 over over IN plumb-humanities-2021 140 31 time time NN plumb-humanities-2021 140 32 . . . plumb-humanities-2021 141 1 These these DT plumb-humanities-2021 141 2 evolving evolve VBG plumb-humanities-2021 141 3 methods method NNS plumb-humanities-2021 141 4 begin begin VBP plumb-humanities-2021 141 5 to to TO plumb-humanities-2021 141 6 account account VB plumb-humanities-2021 141 7 for for IN plumb-humanities-2021 141 8 the the DT plumb-humanities-2021 141 9 social social JJ plumb-humanities-2021 141 10 , , , plumb-humanities-2021 141 11 historical historical JJ plumb-humanities-2021 141 12 , , , plumb-humanities-2021 141 13 and and CC plumb-humanities-2021 141 14 psychological psychological JJ plumb-humanities-2021 141 15 dimensions dimension NNS plumb-humanities-2021 141 16 of of IN plumb-humanities-2021 141 17 language language NN plumb-humanities-2021 141 18 . . . plumb-humanities-2021 142 1 If if IN plumb-humanities-2021 142 2 one one PRP plumb-humanities-2021 142 3 can can MD plumb-humanities-2021 142 4 show show VB plumb-humanities-2021 142 5 that that IN plumb-humanities-2021 142 6 applying apply VBG plumb-humanities-2021 142 7 word word NN plumb-humanities-2021 142 8 embed- embed- NNP plumb-humanities-2021 142 9 ding ding NNP plumb-humanities-2021 142 10 algorithms algorithm NNS plumb-humanities-2021 142 11 to to IN plumb-humanities-2021 142 12 diachronic diachronic JJ plumb-humanities-2021 142 13 corpora corpora NNP plumb-humanities-2021 142 14 or or CC plumb-humanities-2021 142 15 corpora corpora NN plumb-humanities-2021 142 16 of of IN plumb-humanities-2021 142 17 different different JJ plumb-humanities-2021 142 18 domains domain NNS plumb-humanities-2021 142 19 produces produce VBZ plumb-humanities-2021 142 20 different different JJ plumb-humanities-2021 142 21 biases bias NNS plumb-humanities-2021 142 22 , , , plumb-humanities-2021 142 23 this this DT plumb-humanities-2021 142 24 would would MD plumb-humanities-2021 142 25 suggest suggest VB plumb-humanities-2021 142 26 that that IN plumb-humanities-2021 142 27 nuanced nuance VBN plumb-humanities-2021 142 28 shifts shift NNS plumb-humanities-2021 142 29 in in IN plumb-humanities-2021 142 30 vocabulary vocabulary NN plumb-humanities-2021 142 31 and and CC plumb-humanities-2021 142 32 word word NN plumb-humanities-2021 142 33 usage usage NN plumb-humanities-2021 142 34 can can MD plumb-humanities-2021 142 35 be be VB plumb-humanities-2021 142 36 used use VBN plumb-humanities-2021 142 37 to to TO plumb-humanities-2021 142 38 impact impact VB plumb-humanities-2021 142 39 data datum NNS plumb-humanities-2021 142 40 curation curation NN plumb-humanities-2021 142 41 practices practice NNS plumb-humanities-2021 142 42 that that WDT plumb-humanities-2021 142 43 seek seek VBP plumb-humanities-2021 142 44 to to TO plumb-humanities-2021 142 45 isolate isolate VB plumb-humanities-2021 142 46 and and CC plumb-humanities-2021 142 47 remove remove VB plumb-humanities-2021 142 48 historical historical JJ plumb-humanities-2021 142 49 bias bias NN plumb-humanities-2021 142 50 from from IN plumb-humanities-2021 142 51 other other JJ plumb-humanities-2021 142 52 word word NN plumb-humanities-2021 142 53 embedding embedding NN plumb-humanities-2021 142 54 models model NNS plumb-humanities-2021 142 55 . . . plumb-humanities-2021 143 1 Biases bias NNS plumb-humanities-2021 143 2 , , , plumb-humanities-2021 143 3 one one PRP plumb-humanities-2021 143 4 might may MD plumb-humanities-2021 143 5 say say VB plumb-humanities-2021 143 6 , , , plumb-humanities-2021 143 7 persist persist VB plumb-humanities-2021 143 8 despite despite IN plumb-humanities-2021 143 9 contextual contextual JJ plumb-humanities-2021 143 10 changes change NNS plumb-humanities-2021 143 11 . . . plumb-humanities-2021 144 1 Or or CC plumb-humanities-2021 144 2 , , , plumb-humanities-2021 144 3 one one PRP plumb-humanities-2021 144 4 might may MD plumb-humanities-2021 144 5 say say VB plumb-humanities-2021 144 6 that that IN plumb-humanities-2021 144 7 the the DT plumb-humanities-2021 144 8 short- short- NNS plumb-humanities-2021 144 9 comings coming NNS plumb-humanities-2021 144 10 of of IN plumb-humanities-2021 144 11 word word NN plumb-humanities-2021 144 12 embeddings embedding NNS plumb-humanities-2021 144 13 do do VBP plumb-humanities-2021 144 14 n’t not RB plumb-humanities-2021 144 15 account account VB plumb-humanities-2021 144 16 for for IN plumb-humanities-2021 144 17 changes change NNS plumb-humanities-2021 144 18 in in IN plumb-humanities-2021 144 19 bias bias NN plumb-humanities-2021 144 20 that that WDT plumb-humanities-2021 144 21 are be VBP plumb-humanities-2021 144 22 present present JJ plumb-humanities-2021 144 23 in in IN plumb-humanities-2021 144 24 context context NN plumb-humanities-2021 144 25 . . . plumb-humanities-2021 145 1 This this DT plumb-humanities-2021 145 2 is be VBZ plumb-humanities-2021 145 3 where where WRB plumb-humanities-2021 145 4 the the DT plumb-humanities-2021 145 5 domain domain NN plumb-humanities-2021 145 6 expertise expertise NN plumb-humanities-2021 145 7 of of IN plumb-humanities-2021 145 8 literary literary JJ plumb-humanities-2021 145 9 scholars scholar NNS plumb-humanities-2021 145 10 also also RB plumb-humanities-2021 145 11 becomes become VBZ plumb-humanities-2021 145 12 essential essential JJ plumb-humanities-2021 145 13 . . . plumb-humanities-2021 146 1 Historians historian NNS plumb-humanities-2021 146 2 ’ ’ POS plumb-humanities-2021 146 3 domain domain NN plumb-humanities-2021 146 4 ex- ex- XX plumb-humanities-2021 146 5 pertise pertise JJ plumb-humanities-2021 146 6 and and CC plumb-humanities-2021 146 7 natural natural JJ plumb-humanities-2021 146 8 interest interest NN plumb-humanities-2021 146 9 in in IN plumb-humanities-2021 146 10 comparative comparative JJ plumb-humanities-2021 146 11 corpora corpora NN plumb-humanities-2021 146 12 ( ( -LRB- plumb-humanities-2021 146 13 from from IN plumb-humanities-2021 146 14 different different JJ plumb-humanities-2021 146 15 time time NN plumb-humanities-2021 146 16 periods period NNS plumb-humanities-2021 146 17 or or CC plumb-humanities-2021 146 18 containing contain VBG plumb-humanities-2021 146 19 different different JJ plumb-humanities-2021 146 20 types type NNS plumb-humanities-2021 146 21 of of IN plumb-humanities-2021 146 22 documents document NNS plumb-humanities-2021 146 23 ) ) -RRB- plumb-humanities-2021 146 24 situates situate VBZ plumb-humanities-2021 146 25 their -PRON- PRP$ plumb-humanities-2021 146 26 ability ability NN plumb-humanities-2021 146 27 to to TO plumb-humanities-2021 146 28 curate curate VB plumb-humanities-2021 146 29 datasets dataset NNS plumb-humanities-2021 146 30 that that WDT plumb-humanities-2021 146 31 tend tend VBP plumb-humanities-2021 146 32 to to IN plumb-humanities-2021 146 33 both both DT plumb-humanities-2021 146 34 data datum NNS plumb-humanities-2021 146 35 ethics ethic NNS plumb-humanities-2021 146 36 and and CC plumb-humanities-2021 146 37 computational computational JJ plumb-humanities-2021 146 38 innovation innovation NN plumb-humanities-2021 146 39 . . . plumb-humanities-2021 147 1 Such such JJ plumb-humanities-2021 147 2 work work NN plumb-humanities-2021 147 3 could could MD plumb-humanities-2021 147 4 have have VB plumb-humanities-2021 147 5 impact impact NN plumb-humanities-2021 147 6 beyond beyond IN plumb-humanities-2021 147 7 historical historical JJ plumb-humanities-2021 147 8 research research NN plumb-humanities-2021 147 9 , , , plumb-humanities-2021 147 10 and and CC plumb-humanities-2021 147 11 result result VB plumb-humanities-2021 147 12 in in IN plumb-humanities-2021 147 13 data data NN plumb-humanities-2021 147 14 - - HYPH plumb-humanities-2021 147 15 level level NN plumb-humanities-2021 147 16 corrections correction NNS plumb-humanities-2021 147 17 to to IN plumb-humanities-2021 147 18 biases bias NNS plumb-humanities-2021 147 19 that that WDT plumb-humanities-2021 147 20 emerge emerge VBP plumb-humanities-2021 147 21 in in IN plumb-humanities-2021 147 22 more more JJR plumb-humanities-2021 147 23 general general JJ plumb-humanities-2021 147 24 - - HYPH plumb-humanities-2021 147 25 purpose purpose NN plumb-humanities-2021 147 26 embedding embed VBG plumb-humanities-2021 147 27 applica- applica- JJ plumb-humanities-2021 147 28 tions tion NNS plumb-humanities-2021 147 29 . . . plumb-humanities-2021 148 1 This this DT plumb-humanities-2021 148 2 could could MD plumb-humanities-2021 148 3 be be VB plumb-humanities-2021 148 4 more more RBR plumb-humanities-2021 148 5 effective effective JJ plumb-humanities-2021 148 6 and and CC plumb-humanities-2021 148 7 reproducible reproducible JJ plumb-humanities-2021 148 8 than than IN plumb-humanities-2021 148 9 correcting correct VBG plumb-humanities-2021 148 10 them -PRON- PRP plumb-humanities-2021 148 11 superficially superficially RB plumb-humanities-2021 148 12 ( ( -LRB- plumb-humanities-2021 148 13 Gonen Gonen NNP plumb-humanities-2021 148 14 and and CC plumb-humanities-2021 148 15 Goldberg Goldberg NNP plumb-humanities-2021 148 16 2019 2019 CD plumb-humanities-2021 148 17 ) ) -RRB- plumb-humanities-2021 148 18 . . . plumb-humanities-2021 149 1 For for IN plumb-humanities-2021 149 2 instance instance NN plumb-humanities-2021 149 3 , , , plumb-humanities-2021 149 4 if if IN plumb-humanities-2021 149 5 novel novel JJ plumb-humanities-2021 149 6 cultural cultural JJ plumb-humanities-2021 149 7 biases bias NNS plumb-humanities-2021 149 8 can can MD plumb-humanities-2021 149 9 be be VB plumb-humanities-2021 149 10 traced trace VBN plumb-humanities-2021 149 11 to to IN plumb-humanities-2021 149 12 an an DT plumb-humanities-2021 149 13 origin origin JJ plumb-humanities-2021 149 14 period period NN plumb-humanities-2021 149 15 , , , plumb-humanities-2021 149 16 texts text NNS plumb-humanities-2021 149 17 Plumb Plumb VBD plumb-humanities-2021 149 18 37 37 CD plumb-humanities-2021 149 19 from from IN plumb-humanities-2021 149 20 that that DT plumb-humanities-2021 149 21 period period NN plumb-humanities-2021 149 22 could could MD plumb-humanities-2021 149 23 constitute constitute VB plumb-humanities-2021 149 24 a a DT plumb-humanities-2021 149 25 sub sub JJ plumb-humanities-2021 149 26 - - NN plumb-humanities-2021 149 27 corpus corpus NN plumb-humanities-2021 149 28 . . . plumb-humanities-2021 150 1 Embedding embed VBG plumb-humanities-2021 150 2 models model NNS plumb-humanities-2021 150 3 specific specific JJ plumb-humanities-2021 150 4 to to IN plumb-humanities-2021 150 5 that that DT plumb-humanities-2021 150 6 corpus corpus NNP plumb-humanities-2021 150 7 might may MD plumb-humanities-2021 150 8 be be VB plumb-humanities-2021 150 9 subtracted subtract VBN plumb-humanities-2021 150 10 from from IN plumb-humanities-2021 150 11 the the DT plumb-humanities-2021 150 12 vectors vector NNS plumb-humanities-2021 150 13 generated generate VBN plumb-humanities-2021 150 14 from from IN plumb-humanities-2021 150 15 a a DT plumb-humanities-2021 150 16 broader broad JJR plumb-humanities-2021 150 17 dataset dataset NN plumb-humanities-2021 150 18 . . . plumb-humanities-2021 151 1 Examining examine VBG plumb-humanities-2021 151 2 a a DT plumb-humanities-2021 151 3 methodology methodology NN plumb-humanities-2021 151 4 ’s ’s NN plumb-humanities-2021 151 5 history history NN plumb-humanities-2021 151 6 is be VBZ plumb-humanities-2021 151 7 an an DT plumb-humanities-2021 151 8 essential essential JJ plumb-humanities-2021 151 9 way way NN plumb-humanities-2021 151 10 in in IN plumb-humanities-2021 151 11 which which WDT plumb-humanities-2021 151 12 scholars scholar NNS plumb-humanities-2021 151 13 can can MD plumb-humanities-2021 151 14 strengthen strengthen VB plumb-humanities-2021 151 15 the the DT plumb-humanities-2021 151 16 validity validity NN plumb-humanities-2021 151 17 of of IN plumb-humanities-2021 151 18 computationally computationally RB plumb-humanities-2021 151 19 - - HYPH plumb-humanities-2021 151 20 driven drive VBN plumb-humanities-2021 151 21 research research NN plumb-humanities-2021 151 22 and and CC plumb-humanities-2021 151 23 its -PRON- PRP$ plumb-humanities-2021 151 24 integration integration NN plumb-humanities-2021 151 25 into into IN plumb-humanities-2021 151 26 literary literary JJ plumb-humanities-2021 151 27 departments department NNS plumb-humanities-2021 151 28 — — : plumb-humanities-2021 151 29 this this DT plumb-humanities-2021 151 30 type type NN plumb-humanities-2021 151 31 of of IN plumb-humanities-2021 151 32 scholarship scholarship NN plumb-humanities-2021 151 33 reconstitutes reconstitute VBZ plumb-humanities-2021 151 34 literary literary JJ plumb-humanities-2021 151 35 insights insight NNS plumb-humanities-2021 151 36 after after IN plumb-humanities-2021 151 37 the the DT plumb-humanities-2021 151 38 risky risky JJ plumb-humanities-2021 151 39 move move NN plumb-humanities-2021 151 40 of of IN plumb-humanities-2021 151 41 flattening flatten VBG plumb-humanities-2021 151 42 literary literary JJ plumb-humanities-2021 151 43 texts text NNS plumb-humanities-2021 151 44 with with IN plumb-humanities-2021 151 45 the the DT plumb-humanities-2021 151 46 rigor rigor NN plumb-humanities-2021 151 47 of of IN plumb-humanities-2021 151 48 machines machine NNS plumb-humanities-2021 151 49 . . . plumb-humanities-2021 152 1 But but CC plumb-humanities-2021 152 2 as as IN plumb-humanities-2021 152 3 Lauren Lauren NNP plumb-humanities-2021 152 4 Klein Klein NNP plumb-humanities-2021 152 5 ( ( -LRB- plumb-humanities-2021 152 6 2019 2019 CD plumb-humanities-2021 152 7 ) ) -RRB- plumb-humanities-2021 152 8 and and CC plumb-humanities-2021 152 9 others other NNS plumb-humanities-2021 152 10 reveal reveal VBP plumb-humanities-2021 152 11 , , , plumb-humanities-2021 152 12 scholars scholar NNS plumb-humanities-2021 152 13 have have VBP plumb-humanities-2021 152 14 begun begin VBN plumb-humanities-2021 152 15 to to TO plumb-humanities-2021 152 16 apply apply VB plumb-humanities-2021 152 17 interpretation interpretation NN plumb-humanities-2021 152 18 and and CC plumb-humanities-2021 152 19 imagination imagination NN plumb-humanities-2021 152 20 in in IN plumb-humanities-2021 152 21 both both CC plumb-humanities-2021 152 22 the the DT plumb-humanities-2021 152 23 computational computational NN plumb-humanities-2021 152 24 and and CC plumb-humanities-2021 152 25 the the DT plumb-humanities-2021 152 26 “ " `` plumb-humanities-2021 152 27 close close JJ plumb-humanities-2021 152 28 reading reading NN plumb-humanities-2021 152 29 ” " '' plumb-humanities-2021 152 30 as- as- XX plumb-humanities-2021 152 31 pects pect NNS plumb-humanities-2021 152 32 of of IN plumb-humanities-2021 152 33 their -PRON- PRP$ plumb-humanities-2021 152 34 research research NN plumb-humanities-2021 152 35 . . . plumb-humanities-2021 153 1 This this DT plumb-humanities-2021 153 2 reinforces reinforce VBZ plumb-humanities-2021 153 3 that that IN plumb-humanities-2021 153 4 computational computational JJ plumb-humanities-2021 153 5 shifts shift NNS plumb-humanities-2021 153 6 in in IN plumb-humanities-2021 153 7 the the DT plumb-humanities-2021 153 8 study study NN plumb-humanities-2021 153 9 of of IN plumb-humanities-2021 153 10 literature literature NN plumb-humanities-2021 153 11 are be VBP plumb-humanities-2021 153 12 more more JJR plumb-humanities-2021 153 13 than than IN plumb-humanities-2021 153 14 just just RB plumb-humanities-2021 153 15 the the DT plumb-humanities-2021 153 16 adoption adoption NN plumb-humanities-2021 153 17 of of IN plumb-humanities-2021 153 18 useful useful JJ plumb-humanities-2021 153 19 tools tool NNS plumb-humanities-2021 153 20 for for IN plumb-humanities-2021 153 21 the the DT plumb-humanities-2021 153 22 sake sake NN plumb-humanities-2021 153 23 of of IN plumb-humanities-2021 153 24 locating locate VBG plumb-humanities-2021 153 25 a a DT plumb-humanities-2021 153 26 novel novel JJ plumb-humanities-2021 153 27 pattern pattern NN plumb-humanities-2021 153 28 in in IN plumb-humanities-2021 153 29 data datum NNS plumb-humanities-2021 153 30 . . . plumb-humanities-2021 154 1 An an DT plumb-humanities-2021 154 2 increasingly increasingly RB plumb-humanities-2021 154 3 important important JJ plumb-humanities-2021 154 4 branch branch NN plumb-humanities-2021 154 5 of of IN plumb-humanities-2021 154 6 digital digital JJ plumb-humanities-2021 154 7 literary literary JJ plumb-humanities-2021 154 8 research research NN plumb-humanities-2021 154 9 demonstrates demonstrate VBZ plumb-humanities-2021 154 10 the the DT plumb-humanities-2021 154 11 efficacy efficacy NN plumb-humanities-2021 154 12 of of IN plumb-humanities-2021 154 13 engaging engage VBG plumb-humanities-2021 154 14 the the DT plumb-humanities-2021 154 15 interdisciplinary interdisciplinary JJ plumb-humanities-2021 154 16 complexity complexity NN plumb-humanities-2021 154 17 of of IN plumb-humanities-2021 154 18 computational computational JJ plumb-humanities-2021 154 19 tools tool NNS plumb-humanities-2021 154 20 in in IN plumb-humanities-2021 154 21 relation relation NN plumb-humanities-2021 154 22 to to IN plumb-humanities-2021 154 23 the the DT plumb-humanities-2021 154 24 complexity complexity NN plumb-humanities-2021 154 25 of of IN plumb-humanities-2021 154 26 literary literary JJ plumb-humanities-2021 154 27 analysis analysis NN plumb-humanities-2021 154 28 . . . plumb-humanities-2021 155 1 New new JJ plumb-humanities-2021 155 2 ideas idea NNS plumb-humanities-2021 155 3 for for IN plumb-humanities-2021 155 4 close close JJ plumb-humanities-2021 155 5 readings reading NNS plumb-humanities-2021 155 6 and and CC plumb-humanities-2021 155 7 analysis analysis NN plumb-humanities-2021 155 8 can can MD plumb-humanities-2021 155 9 serve serve VB plumb-humanities-2021 155 10 as as IN plumb-humanities-2021 155 11 windows window NNS plumb-humanities-2021 155 12 into into IN plumb-humanities-2021 155 13 defining define VBG plumb-humanities-2021 155 14 secondary secondary JJ plumb-humanities-2021 155 15 com- com- NN plumb-humanities-2021 155 16 putational putational JJ plumb-humanities-2021 155 17 research research NN plumb-humanities-2021 155 18 questions question NNS plumb-humanities-2021 155 19 that that WDT plumb-humanities-2021 155 20 emerge emerge VBP plumb-humanities-2021 155 21 from from IN plumb-humanities-2021 155 22 an an DT plumb-humanities-2021 155 23 initial initial JJ plumb-humanities-2021 155 24 statistical statistical JJ plumb-humanities-2021 155 25 exploration exploration NN plumb-humanities-2021 155 26 . . . plumb-humanities-2021 156 1 As as IN plumb-humanities-2021 156 2 in in IN plumb-humanities-2021 156 3 the the DT plumb-humanities-2021 156 4 work work NN plumb-humanities-2021 156 5 reviewed review VBN plumb-humanities-2021 156 6 by by IN plumb-humanities-2021 156 7 Camacho Camacho NNP plumb-humanities-2021 156 8 - - HYPH plumb-humanities-2021 156 9 Collados Collados NNP plumb-humanities-2021 156 10 Pilehvar Pilehvar NNP plumb-humanities-2021 156 11 , , , plumb-humanities-2021 156 12 outside outside JJ plumb-humanities-2021 156 13 knowledge knowledge NN plumb-humanities-2021 156 14 of of IN plumb-humanities-2021 156 15 word word NN plumb-humanities-2021 156 16 senses sense NNS plumb-humanities-2021 156 17 can can MD plumb-humanities-2021 156 18 be be VB plumb-humanities-2021 156 19 used use VBN plumb-humanities-2021 156 20 for for IN plumb-humanities-2021 156 21 post- post- NNP plumb-humanities-2021 156 22 processing processing NN plumb-humanities-2021 156 23 word word NN plumb-humanities-2021 156 24 embeddings embedding NNS plumb-humanities-2021 156 25 that that WDT plumb-humanities-2021 156 26 address address VBP plumb-humanities-2021 156 27 theoretical theoretical JJ plumb-humanities-2021 156 28 issues issue NNS plumb-humanities-2021 156 29 . . . plumb-humanities-2021 157 1 Implementing implement VBG plumb-humanities-2021 157 2 this this DT plumb-humanities-2021 157 3 type type NN plumb-humanities-2021 157 4 of of IN plumb-humanities-2021 157 5 process process NN plumb-humanities-2021 157 6 for for IN plumb-humanities-2021 157 7 humanities humanity NNS plumb-humanities-2021 157 8 research research NN plumb-humanities-2021 157 9 , , , plumb-humanities-2021 157 10 one one PRP plumb-humanities-2021 157 11 might may MD plumb-humanities-2021 157 12 begin begin VB plumb-humanities-2021 157 13 with with IN plumb-humanities-2021 157 14 the the DT plumb-humanities-2021 157 15 question question NN plumb-humanities-2021 157 16 : : : plumb-humanities-2021 157 17 can can MD plumb-humanities-2021 157 18 I -PRON- PRP plumb-humanities-2021 157 19 generate generate VB plumb-humanities-2021 157 20 word word NN plumb-humanities-2021 157 21 vector vector NN plumb-humanities-2021 157 22 models model NNS plumb-humanities-2021 157 23 that that WDT plumb-humanities-2021 157 24 attend attend VBP plumb-humanities-2021 157 25 to to IN plumb-humanities-2021 157 26 both both DT plumb-humanities-2021 157 27 author author NN plumb-humanities-2021 157 28 gender gender NN plumb-humanities-2021 157 29 and and CC plumb-humanities-2021 157 30 word word NN plumb-humanities-2021 157 31 context context NN plumb-humanities-2021 157 32 if if IN plumb-humanities-2021 157 33 I -PRON- PRP plumb-humanities-2021 157 34 train train VBP plumb-humanities-2021 157 35 them -PRON- PRP plumb-humanities-2021 157 36 in in IN plumb-humanities-2021 157 37 innovative innovative JJ plumb-humanities-2021 157 38 ways way NNS plumb-humanities-2021 157 39 ? ? . plumb-humanities-2021 158 1 Does do VBZ plumb-humanities-2021 158 2 this this DT plumb-humanities-2021 158 3 require require VB plumb-humanities-2021 158 4 a a DT plumb-humanities-2021 158 5 corpus corpus NN plumb-humanities-2021 158 6 of of IN plumb-humanities-2021 158 7 male male JJ plumb-humanities-2021 158 8 authors author NNS plumb-humanities-2021 158 9 and and CC plumb-humanities-2021 158 10 one one CD plumb-humanities-2021 158 11 of of IN plumb-humanities-2021 158 12 female female JJ plumb-humanities-2021 158 13 authors author NNS plumb-humanities-2021 158 14 ? ? . plumb-humanities-2021 159 1 Or or CC plumb-humanities-2021 159 2 would would MD plumb-humanities-2021 159 3 this this DT plumb-humanities-2021 159 4 be be VB plumb-humanities-2021 159 5 better well RBR plumb-humanities-2021 159 6 accom- accom- NN plumb-humanities-2021 159 7 plished plishe VBN plumb-humanities-2021 159 8 with with IN plumb-humanities-2021 159 9 an an DT plumb-humanities-2021 159 10 outside outside JJ plumb-humanities-2021 159 11 lexical lexical JJ plumb-humanities-2021 159 12 source source NN plumb-humanities-2021 159 13 that that WDT plumb-humanities-2021 159 14 has have VBZ plumb-humanities-2021 159 15 already already RB plumb-humanities-2021 159 16 associated associate VBN plumb-humanities-2021 159 17 word word NN plumb-humanities-2021 159 18 senses sense NNS plumb-humanities-2021 159 19 with with IN plumb-humanities-2021 159 20 genders gender NNS plumb-humanities-2021 159 21 ? ? . plumb-humanities-2021 160 1 Multi multi JJ plumb-humanities-2021 160 2 - - JJ plumb-humanities-2021 160 3 disciplinary disciplinary JJ plumb-humanities-2021 160 4 scholars scholar NNS plumb-humanities-2021 160 5 are be VBP plumb-humanities-2021 160 6 experimenting experiment VBG plumb-humanities-2021 160 7 with with IN plumb-humanities-2021 160 8 a a DT plumb-humanities-2021 160 9 variety variety NN plumb-humanities-2021 160 10 of of IN plumb-humanities-2021 160 11 methods method NNS plumb-humanities-2021 160 12 to to TO plumb-humanities-2021 160 13 use use VB plumb-humanities-2021 160 14 word word NN plumb-humanities-2021 160 15 vector vector NN plumb-humanities-2021 160 16 algorithms algorithm NNS plumb-humanities-2021 160 17 to to TO plumb-humanities-2021 160 18 track track VB plumb-humanities-2021 160 19 semantic semantic JJ plumb-humanities-2021 160 20 complexities complexity NNS plumb-humanities-2021 160 21 , , , plumb-humanities-2021 160 22 and and CC plumb-humanities-2021 160 23 humanities humanitie VBZ plumb-humanities-2021 160 24 researchers researcher NNS plumb-humanities-2021 160 25 need need VBP plumb-humanities-2021 160 26 an an DT plumb-humanities-2021 160 27 awareness awareness NN plumb-humanities-2021 160 28 of of IN plumb-humanities-2021 160 29 the the DT plumb-humanities-2021 160 30 technical technical JJ plumb-humanities-2021 160 31 innovations innovation NNS plumb-humanities-2021 160 32 across across IN plumb-humanities-2021 160 33 a a DT plumb-humanities-2021 160 34 range range NN plumb-humanities-2021 160 35 of of IN plumb-humanities-2021 160 36 these these DT plumb-humanities-2021 160 37 disciplines discipline NNS plumb-humanities-2021 160 38 because because IN plumb-humanities-2021 160 39 they -PRON- PRP plumb-humanities-2021 160 40 are be VBP plumb-humanities-2021 160 41 in in IN plumb-humanities-2021 160 42 a a DT plumb-humanities-2021 160 43 position position NN plumb-humanities-2021 160 44 to to TO plumb-humanities-2021 160 45 bring bring VB plumb-humanities-2021 160 46 im- im- JJ plumb-humanities-2021 160 47 portant portant JJ plumb-humanities-2021 160 48 domain domain NN plumb-humanities-2021 160 49 knowledge knowledge NN plumb-humanities-2021 160 50 to to IN plumb-humanities-2021 160 51 these these DT plumb-humanities-2021 160 52 efforts effort NNS plumb-humanities-2021 160 53 . . . plumb-humanities-2021 161 1 Ideally ideally RB plumb-humanities-2021 161 2 , , , plumb-humanities-2021 161 3 the the DT plumb-humanities-2021 161 4 questions question NNS plumb-humanities-2021 161 5 that that WDT plumb-humanities-2021 161 6 unite unite VBP plumb-humanities-2021 161 7 these these DT plumb-humanities-2021 161 8 disciplinary disciplinary JJ plumb-humanities-2021 161 9 ef- ef- NN plumb-humanities-2021 161 10 forts fort NNS plumb-humanities-2021 161 11 might may MD plumb-humanities-2021 161 12 be be VB plumb-humanities-2021 161 13 : : : plumb-humanities-2021 161 14 how how WRB plumb-humanities-2021 161 15 do do VBP plumb-humanities-2021 161 16 we -PRON- PRP plumb-humanities-2021 161 17 make make VB plumb-humanities-2021 161 18 word word NN plumb-humanities-2021 161 19 contexts contexts JJ plumb-humanities-2021 161 20 and and CC plumb-humanities-2021 161 21 distributional distributional JJ plumb-humanities-2021 161 22 semantics semantic NNS plumb-humanities-2021 161 23 more more RBR plumb-humanities-2021 161 24 useful useful JJ plumb-humanities-2021 161 25 for for IN plumb-humanities-2021 161 26 both both DT plumb-humanities-2021 161 27 historians historian NNS plumb-humanities-2021 161 28 , , , plumb-humanities-2021 161 29 who who WP plumb-humanities-2021 161 30 need need VBP plumb-humanities-2021 161 31 reproducible reproducible NN plumb-humanities-2021 161 32 results result NNS plumb-humanities-2021 161 33 that that WDT plumb-humanities-2021 161 34 lead lead VBP plumb-humanities-2021 161 35 to to IN plumb-humanities-2021 161 36 new new JJ plumb-humanities-2021 161 37 interpretation interpretation NN plumb-humanities-2021 161 38 , , , plumb-humanities-2021 161 39 and and CC plumb-humanities-2021 161 40 technologists technologist NNS plumb-humanities-2021 161 41 , , , plumb-humanities-2021 161 42 who who WP plumb-humanities-2021 161 43 need need VBP plumb-humanities-2021 161 44 historical historical JJ plumb-humanities-2021 161 45 interpretation interpretation NN plumb-humanities-2021 161 46 to to TO plumb-humanities-2021 161 47 play play VB plumb-humanities-2021 161 48 a a DT plumb-humanities-2021 161 49 larger large JJR plumb-humanities-2021 161 50 role role NN plumb-humanities-2021 161 51 in in IN plumb-humanities-2021 161 52 language language NN plumb-humanities-2021 161 53 generalization generalization NN plumb-humanities-2021 161 54 ? ? . plumb-humanities-2021 162 1 Modeling model VBG plumb-humanities-2021 162 2 language language NN plumb-humanities-2021 162 3 histories history NNS plumb-humanities-2021 162 4 depends depend VBZ plumb-humanities-2021 162 5 on on IN plumb-humanities-2021 162 6 how how WRB plumb-humanities-2021 162 7 deeply deeply RB plumb-humanities-2021 162 8 humanists humanist NNS plumb-humanities-2021 162 9 can can MD plumb-humanities-2021 162 10 understand understand VB plumb-humanities-2021 162 11 word word NN plumb-humanities-2021 162 12 embedding embedding NN plumb-humanities-2021 162 13 models model NNS plumb-humanities-2021 162 14 , , , plumb-humanities-2021 162 15 so so IN plumb-humanities-2021 162 16 that that IN plumb-humanities-2021 162 17 they -PRON- PRP plumb-humanities-2021 162 18 can can MD plumb-humanities-2021 162 19 augment augment VB plumb-humanities-2021 162 20 their -PRON- PRP$ plumb-humanities-2021 162 21 inherent inherent JJ plumb-humanities-2021 162 22 shortcomings shortcoming NNS plumb-humanities-2021 162 23 . . . plumb-humanities-2021 163 1 Cross cross JJ plumb-humanities-2021 163 2 - - JJ plumb-humanities-2021 163 3 disciplinary disciplinary JJ plumb-humanities-2021 163 4 collaborations collaboration NNS plumb-humanities-2021 163 5 help help VBP plumb-humanities-2021 163 6 scholars scholar NNS plumb-humanities-2021 163 7 return return VB plumb-humanities-2021 163 8 to to IN plumb-humanities-2021 163 9 fundamental fundamental JJ plumb-humanities-2021 163 10 issues issue NNS plumb-humanities-2021 163 11 that that WDT plumb-humanities-2021 163 12 arise arise VBP plumb-humanities-2021 163 13 when when WRB plumb-humanities-2021 163 14 we -PRON- PRP plumb-humanities-2021 163 15 treat treat VBP plumb-humanities-2021 163 16 words word NNS plumb-humanities-2021 163 17 as as IN plumb-humanities-2021 163 18 data datum NNS plumb-humanities-2021 163 19 , , , plumb-humanities-2021 163 20 and and CC plumb-humanities-2021 163 21 help help VB plumb-humanities-2021 163 22 bring bring VB plumb-humanities-2021 163 23 more more RBR plumb-humanities-2021 163 24 cohesive cohesive JJ plumb-humanities-2021 163 25 methodological methodological JJ plumb-humanities-2021 163 26 standards standard NNS plumb-humanities-2021 163 27 to to TO plumb-humanities-2021 163 28 language language VB plumb-humanities-2021 163 29 modeling modeling NN plumb-humanities-2021 163 30 . . . plumb-humanities-2021 164 1 New new JJ plumb-humanities-2021 164 2 directions direction NNS plumb-humanities-2021 164 3 in in IN plumb-humanities-2021 164 4 cross cross JJ plumb-humanities-2021 164 5 - - JJ plumb-humanities-2021 164 6 disciplinary disciplinary JJ plumb-humanities-2021 164 7 machine machine NN plumb-humanities-2021 164 8 learning learning NN plumb-humanities-2021 164 9 frameworks framework NNS plumb-humanities-2021 164 10 Literary Literary NNP plumb-humanities-2021 164 11 scholars scholar NNS plumb-humanities-2021 164 12 set set VBD plumb-humanities-2021 164 13 up up RP plumb-humanities-2021 164 14 computational computational JJ plumb-humanities-2021 164 15 inquiries inquiry NNS plumb-humanities-2021 164 16 with with IN plumb-humanities-2021 164 17 attention attention NN plumb-humanities-2021 164 18 to to IN plumb-humanities-2021 164 19 cultural cultural JJ plumb-humanities-2021 164 20 complexity complexity NN plumb-humanities-2021 164 21 , , , plumb-humanities-2021 164 22 and and CC plumb-humanities-2021 164 23 seek seek VB plumb-humanities-2021 164 24 out out RP plumb-humanities-2021 164 25 instances instance NNS plumb-humanities-2021 164 26 of of IN plumb-humanities-2021 164 27 language language NN plumb-humanities-2021 164 28 that that WDT plumb-humanities-2021 164 29 convey convey VBP plumb-humanities-2021 164 30 historical historical JJ plumb-humanities-2021 164 31 context context NN plumb-humanities-2021 164 32 . . . plumb-humanities-2021 165 1 So so CC plumb-humanities-2021 165 2 while while IN plumb-humanities-2021 165 3 they -PRON- PRP plumb-humanities-2021 165 4 are be VBP plumb-humanities-2021 165 5 n’t not RB plumb-humanities-2021 165 6 likely likely JJ plumb-humanities-2021 165 7 to to TO plumb-humanities-2021 165 8 lead lead VB plumb-humanities-2021 165 9 the the DT plumb-humanities-2021 165 10 charge charge NN plumb-humanities-2021 165 11 in in IN plumb-humanities-2021 165 12 correcting correct VBG plumb-humanities-2021 165 13 fundamental fundamental JJ plumb-humanities-2021 165 14 shortcomings shortcoming NNS plumb-humanities-2021 165 15 of of IN plumb-humanities-2021 165 16 language language NN plumb-humanities-2021 165 17 representation representation NN plumb-humanities-2021 165 18 algorithms algorithm NNS plumb-humanities-2021 165 19 , , , plumb-humanities-2021 165 20 they -PRON- PRP plumb-humanities-2021 165 21 can can MD plumb-humanities-2021 165 22 increasingly increasingly RB plumb-humanities-2021 165 23 impact impact VB plumb-humanities-2021 165 24 social social JJ plumb-humanities-2021 165 25 assessments assessment NNS plumb-humanities-2021 165 26 of of IN plumb-humanities-2021 165 27 those those DT plumb-humanities-2021 165 28 algorithms algorithm NNS plumb-humanities-2021 165 29 , , , plumb-humanities-2021 165 30 provide provide VB plumb-humanities-2021 165 31 methodologies methodology NNS plumb-humanities-2021 165 32 for for IN plumb-humanities-2021 165 33 those those DT plumb-humanities-2021 165 34 al- al- JJ plumb-humanities-2021 165 35 gorithms gorithms NNP plumb-humanities-2021 165 36 to to TO plumb-humanities-2021 165 37 locate locate VB plumb-humanities-2021 165 38 anomalies anomaly NNS plumb-humanities-2021 165 39 in in IN plumb-humanities-2021 165 40 language language NN plumb-humanities-2021 165 41 usage usage NN plumb-humanities-2021 165 42 , , , plumb-humanities-2021 165 43 and and CC plumb-humanities-2021 165 44 assess assess VBP plumb-humanities-2021 165 45 whether whether IN plumb-humanities-2021 165 46 those those DT plumb-humanities-2021 165 47 algorithms algorithm NNS plumb-humanities-2021 165 48 embody embody VBP plumb-humanities-2021 165 49 socially socially RB plumb-humanities-2021 165 50 just just RB plumb-humanities-2021 165 51 practices practice NNS plumb-humanities-2021 165 52 ( ( -LRB- plumb-humanities-2021 165 53 D’Ignazio D’Ignazio NNP plumb-humanities-2021 165 54 and and CC plumb-humanities-2021 165 55 Klein Klein NNP plumb-humanities-2021 165 56 2020 2020 CD plumb-humanities-2021 165 57 ) ) -RRB- plumb-humanities-2021 165 58 . . . plumb-humanities-2021 166 1 Some some DT plumb-humanities-2021 166 2 literary literary JJ plumb-humanities-2021 166 3 scholars scholar NNS plumb-humanities-2021 166 4 also also RB plumb-humanities-2021 166 5 critique critique VBP plumb-humanities-2021 166 6 the the DT plumb-humanities-2021 166 7 non- non- NNP plumb-humanities-2021 166 8 neutral neutral JJ plumb-humanities-2021 166 9 ideologies ideology NNS plumb-humanities-2021 166 10 that that WDT plumb-humanities-2021 166 11 are be VBP plumb-humanities-2021 166 12 in in IN plumb-humanities-2021 166 13 place place NN plumb-humanities-2021 166 14 in in IN plumb-humanities-2021 166 15 both both CC plumb-humanities-2021 166 16 computing computing NN plumb-humanities-2021 166 17 and and CC plumb-humanities-2021 166 18 the the DT plumb-humanities-2021 166 19 humanities humanity NNS plumb-humanities-2021 166 20 ( ( -LRB- plumb-humanities-2021 166 21 Rhody Rhody NNP plumb-humanities-2021 166 22 2017 2017 CD plumb-humanities-2021 166 23 , , , plumb-humanities-2021 166 24 660 660 CD plumb-humanities-2021 166 25 ) ) -RRB- plumb-humanities-2021 166 26 . . . plumb-humanities-2021 167 1 These these DT plumb-humanities-2021 167 2 efforts effort NNS plumb-humanities-2021 167 3 not not RB plumb-humanities-2021 167 4 only only RB plumb-humanities-2021 167 5 make make VBP plumb-humanities-2021 167 6 the the DT plumb-humanities-2021 167 7 field field NN plumb-humanities-2021 167 8 of of IN plumb-humanities-2021 167 9 literary literary JJ plumb-humanities-2021 167 10 studies study NNS plumb-humanities-2021 167 11 ( ( -LRB- plumb-humanities-2021 167 12 and and CC plumb-humanities-2021 167 13 its -PRON- PRP$ plumb-humanities-2021 167 14 history history NN plumb-humanities-2021 167 15 ) ) -RRB- plumb-humanities-2021 167 16 more more RBR plumb-humanities-2021 167 17 relevant relevant JJ plumb-humanities-2021 167 18 to to IN plumb-humanities-2021 167 19 a a DT plumb-humanities-2021 167 20 digitally digitally RB plumb-humanities-2021 167 21 and and CC plumb-humanities-2021 167 22 computationally computationally RB plumb-humanities-2021 167 23 - - HYPH plumb-humanities-2021 167 24 driven drive VBN plumb-humanities-2021 167 25 future future NN plumb-humanities-2021 167 26 , , , plumb-humanities-2021 167 27 but but CC plumb-humanities-2021 167 28 also also RB plumb-humanities-2021 167 29 help help VB plumb-humanities-2021 167 30 literary literary JJ plumb-humanities-2021 167 31 scholars scholar NNS plumb-humanities-2021 167 32 create create VB plumb-humanities-2021 167 33 meaningful meaningful JJ plumb-humanities-2021 167 34 intersections intersection NNS plumb-humanities-2021 167 35 between between IN plumb-humanities-2021 167 36 their -PRON- PRP$ plumb-humanities-2021 167 37 computational computational JJ plumb-humanities-2021 167 38 tools tool NNS plumb-humanities-2021 167 39 and and CC plumb-humanities-2021 167 40 theoretical theoretical JJ plumb-humanities-2021 167 41 training training NN plumb-humanities-2021 167 42 . . . plumb-humanities-2021 168 1 That that DT plumb-humanities-2021 168 2 training training NN plumb-humanities-2021 168 3 includes include VBZ plumb-humanities-2021 168 4 frameworks framework NNS plumb-humanities-2021 168 5 38 38 CD plumb-humanities-2021 168 6 Machine Machine NNP plumb-humanities-2021 168 7 Learning Learning NNP plumb-humanities-2021 168 8 , , , plumb-humanities-2021 168 9 Libraries Libraries NNPS plumb-humanities-2021 168 10 , , , plumb-humanities-2021 168 11 and and CC plumb-humanities-2021 168 12 Cross Cross NNP plumb-humanities-2021 168 13 - - NNP plumb-humanities-2021 168 14 Disciplinary Disciplinary NNP plumb-humanities-2021 168 15 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 168 16 3 3 CD plumb-humanities-2021 168 17 for for IN plumb-humanities-2021 168 18 reading reading NN plumb-humanities-2021 168 19 and and CC plumb-humanities-2021 168 20 analysis analysis NN plumb-humanities-2021 168 21 that that WDT plumb-humanities-2021 168 22 computers computer NNS plumb-humanities-2021 168 23 can can MD plumb-humanities-2021 168 24 not not RB plumb-humanities-2021 168 25 yet yet RB plumb-humanities-2021 168 26 perform perform VB plumb-humanities-2021 168 27 , , , plumb-humanities-2021 168 28 but but CC plumb-humanities-2021 168 29 should should MD plumb-humanities-2021 168 30 aspire aspire VB plumb-humanities-2021 168 31 to to TO plumb-humanities-2021 168 32 — — : plumb-humanities-2021 168 33 from from IN plumb-humanities-2021 168 34 close close JJ plumb-humanities-2021 168 35 reading reading NN plumb-humanities-2021 168 36 , , , plumb-humanities-2021 168 37 Semiotic Semiotic NNP plumb-humanities-2021 168 38 Criticism Criticism NNP plumb-humanities-2021 168 39 , , , plumb-humanities-2021 168 40 and and CC plumb-humanities-2021 168 41 Formalism formalism NN plumb-humanities-2021 168 42 to to IN plumb-humanities-2021 168 43 Post Post NNP plumb-humanities-2021 168 44 - - NN plumb-humanities-2021 168 45 structuralism structuralism NNP plumb-humanities-2021 168 46 , , , plumb-humanities-2021 168 47 Cultural Cultural NNP plumb-humanities-2021 168 48 Studies Studies NNPS plumb-humanities-2021 168 49 , , , plumb-humanities-2021 168 50 and and CC plumb-humanities-2021 168 51 Femi- femi- IN plumb-humanities-2021 168 52 nist nist NN plumb-humanities-2021 168 53 Theory Theory NNP plumb-humanities-2021 168 54 . . . plumb-humanities-2021 169 1 The the DT plumb-humanities-2021 169 2 varied varied JJ plumb-humanities-2021 169 3 systems system NNS plumb-humanities-2021 169 4 literary literary JJ plumb-humanities-2021 169 5 scholars scholar NNS plumb-humanities-2021 169 6 have have VBP plumb-humanities-2021 169 7 developed develop VBN plumb-humanities-2021 169 8 for for IN plumb-humanities-2021 169 9 thinking think VBG plumb-humanities-2021 169 10 about about IN plumb-humanities-2021 169 11 signs sign NNS plumb-humanities-2021 169 12 , , , plumb-humanities-2021 169 13 words word NNS plumb-humanities-2021 169 14 , , , plumb-humanities-2021 169 15 and and CC plumb-humanities-2021 169 16 symbols symbol NNS plumb-humanities-2021 169 17 should should MD plumb-humanities-2021 169 18 not not RB plumb-humanities-2021 169 19 be be VB plumb-humanities-2021 169 20 seen see VBN plumb-humanities-2021 169 21 as as IN plumb-humanities-2021 169 22 irreconcilable irreconcilable JJ plumb-humanities-2021 169 23 with with IN plumb-humanities-2021 169 24 computational computational JJ plumb-humanities-2021 169 25 tools tool NNS plumb-humanities-2021 169 26 for for IN plumb-humanities-2021 169 27 text text NN plumb-humanities-2021 169 28 analysis analysis NN plumb-humanities-2021 169 29 . . . plumb-humanities-2021 170 1 In- In- NNP plumb-humanities-2021 170 2 stead stead NN plumb-humanities-2021 170 3 , , , plumb-humanities-2021 170 4 they -PRON- PRP plumb-humanities-2021 170 5 should should MD plumb-humanities-2021 170 6 become become VB plumb-humanities-2021 170 7 the the DT plumb-humanities-2021 170 8 foundation foundation NN plumb-humanities-2021 170 9 for for IN plumb-humanities-2021 170 10 new new JJ plumb-humanities-2021 170 11 methodologies methodology NNS plumb-humanities-2021 170 12 that that WDT plumb-humanities-2021 170 13 tackle tackle VBP plumb-humanities-2021 170 14 the the DT plumb-humanities-2021 170 15 shortcomings shortcoming NNS plumb-humanities-2021 170 16 of of IN plumb-humanities-2021 170 17 machine machine NN plumb-humanities-2021 170 18 learning learn VBG plumb-humanities-2021 170 19 algorithms algorithm NNS plumb-humanities-2021 170 20 and and CC plumb-humanities-2021 170 21 project project NN plumb-humanities-2021 170 22 future future JJ plumb-humanities-2021 170 23 directions direction NNS plumb-humanities-2021 170 24 for for IN plumb-humanities-2021 170 25 text text NN plumb-humanities-2021 170 26 analysis analysis NN plumb-humanities-2021 170 27 . . . plumb-humanities-2021 171 1 Linguists linguist NNS plumb-humanities-2021 171 2 and and CC plumb-humanities-2021 171 3 scientists scientist NNS plumb-humanities-2021 171 4 interested interest VBN plumb-humanities-2021 171 5 in in IN plumb-humanities-2021 171 6 natural natural JJ plumb-humanities-2021 171 7 language language NN plumb-humanities-2021 171 8 processing processing NN plumb-humanities-2021 171 9 have have VBP plumb-humanities-2021 171 10 often often RB plumb-humanities-2021 171 11 looked look VBN plumb-humanities-2021 171 12 to to IN plumb-humanities-2021 171 13 the the DT plumb-humanities-2021 171 14 hu- hu- JJ plumb-humanities-2021 171 15 manities manitie NNS plumb-humanities-2021 171 16 for for IN plumb-humanities-2021 171 17 methods method NNS plumb-humanities-2021 171 18 that that WDT plumb-humanities-2021 171 19 assign assign VBP plumb-humanities-2021 171 20 rules rule NNS plumb-humanities-2021 171 21 to to IN plumb-humanities-2021 171 22 the the DT plumb-humanities-2021 171 23 production production NN plumb-humanities-2021 171 24 of of IN plumb-humanities-2021 171 25 meaning meaning NN plumb-humanities-2021 171 26 . . . plumb-humanities-2021 172 1 Such such JJ plumb-humanities-2021 172 2 methods method NNS plumb-humanities-2021 172 3 exist exist VBP plumb-humanities-2021 172 4 within within IN plumb-humanities-2021 172 5 the the DT plumb-humanities-2021 172 6 history history NN plumb-humanities-2021 172 7 of of IN plumb-humanities-2021 172 8 literary literary JJ plumb-humanities-2021 172 9 criticism criticism NN plumb-humanities-2021 172 10 , , , plumb-humanities-2021 172 11 some some DT plumb-humanities-2021 172 12 of of IN plumb-humanities-2021 172 13 which which WDT plumb-humanities-2021 172 14 are be VBP plumb-humanities-2021 172 15 being be VBG plumb-humanities-2021 172 16 newly newly RB plumb-humanities-2021 172 17 explored explore VBN plumb-humanities-2021 172 18 as as IN plumb-humanities-2021 172 19 concepts concept NNS plumb-humanities-2021 172 20 for for IN plumb-humanities-2021 172 21 language language NN plumb-humanities-2021 172 22 modeling modeling NN plumb-humanities-2021 172 23 algorithms algorithm NNS plumb-humanities-2021 172 24 . . . plumb-humanities-2021 173 1 For for IN plumb-humanities-2021 173 2 instance instance NN plumb-humanities-2021 173 3 , , , plumb-humanities-2021 173 4 data datum NNS plumb-humanities-2021 173 5 curation curation NN plumb-humanities-2021 173 6 takes take VBZ plumb-humanities-2021 173 7 inspiration inspiration NN plumb-humanities-2021 173 8 from from IN plumb-humanities-2021 173 9 cultural cultural JJ plumb-humanities-2021 173 10 studies study NNS plumb-humanities-2021 173 11 , , , plumb-humanities-2021 173 12 which which WDT plumb-humanities-2021 173 13 empowers empower VBZ plumb-humanities-2021 173 14 literary literary JJ plumb-humanities-2021 173 15 scholars scholar NNS plumb-humanities-2021 173 16 to to TO plumb-humanities-2021 173 17 correct correct VB plumb-humanities-2021 173 18 for for IN plumb-humanities-2021 173 19 bias bias NN plumb-humanities-2021 173 20 and and CC plumb-humanities-2021 173 21 underrepresentation underrepresentation NN plumb-humanities-2021 173 22 in in IN plumb-humanities-2021 173 23 literature literature NN plumb-humanities-2021 173 24 by by IN plumb-humanities-2021 173 25 expand- expand- NNP plumb-humanities-2021 173 26 ing ing NNP plumb-humanities-2021 173 27 the the DT plumb-humanities-2021 173 28 canon canon NN plumb-humanities-2021 173 29 . . . plumb-humanities-2021 174 1 Subsequent subsequent JJ plumb-humanities-2021 174 2 literary literary JJ plumb-humanities-2021 174 3 findings finding NNS plumb-humanities-2021 174 4 from from IN plumb-humanities-2021 174 5 that that DT plumb-humanities-2021 174 6 research research NN plumb-humanities-2021 174 7 need nee MD plumb-humanities-2021 174 8 not not RB plumb-humanities-2021 174 9 only only RB plumb-humanities-2021 174 10 be be VB plumb-humanities-2021 174 11 literary literary JJ plumb-humanities-2021 174 12 ones one NNS plumb-humanities-2021 174 13 : : : plumb-humanities-2021 174 14 they -PRON- PRP plumb-humanities-2021 174 15 have have VBP plumb-humanities-2021 174 16 the the DT plumb-humanities-2021 174 17 potential potential NN plumb-humanities-2021 174 18 to to TO plumb-humanities-2021 174 19 serve serve VB plumb-humanities-2021 174 20 as as IN plumb-humanities-2021 174 21 models model NNS plumb-humanities-2021 174 22 for for IN plumb-humanities-2021 174 23 best good JJS plumb-humanities-2021 174 24 practices practice NNS plumb-humanities-2021 174 25 for for IN plumb-humanities-2021 174 26 computational computational JJ plumb-humanities-2021 174 27 tools tool NNS plumb-humanities-2021 174 28 and and CC plumb-humanities-2021 174 29 datasets dataset NNS plumb-humanities-2021 174 30 more more RBR plumb-humanities-2021 174 31 broadly broadly RB plumb-humanities-2021 174 32 . . . plumb-humanities-2021 175 1 While while IN plumb-humanities-2021 175 2 the the DT plumb-humanities-2021 175 3 rift rift NN plumb-humanities-2021 175 4 between between IN plumb-humanities-2021 175 5 society society NN plumb-humanities-2021 175 6 ’s ’s POS plumb-humanities-2021 175 7 most most RBS plumb-humanities-2021 175 8 progressive progressive JJ plumb-humanities-2021 175 9 ideas idea NNS plumb-humanities-2021 175 10 and and CC plumb-humanities-2021 175 11 its -PRON- PRP$ plumb-humanities-2021 175 12 technological technological JJ plumb-humanities-2021 175 13 ad- ad- CC plumb-humanities-2021 175 14 vancement vancement NN plumb-humanities-2021 175 15 is be VBZ plumb-humanities-2021 175 16 not not RB plumb-humanities-2021 175 17 unique unique JJ plumb-humanities-2021 175 18 to to IN plumb-humanities-2021 175 19 the the DT plumb-humanities-2021 175 20 rise rise NN plumb-humanities-2021 175 21 of of IN plumb-humanities-2021 175 22 machine machine NN plumb-humanities-2021 175 23 learning learning NN plumb-humanities-2021 175 24 , , , plumb-humanities-2021 175 25 practical practical JJ plumb-humanities-2021 175 26 opportunities opportunity NNS plumb-humanities-2021 175 27 exist exist VBP plumb-humanities-2021 175 28 to to TO plumb-humanities-2021 175 29 repair repair VB plumb-humanities-2021 175 30 the the DT plumb-humanities-2021 175 31 rift rift NN plumb-humanities-2021 175 32 with with IN plumb-humanities-2021 175 33 a a DT plumb-humanities-2021 175 34 blend blend NN plumb-humanities-2021 175 35 of of IN plumb-humanities-2021 175 36 literary literary JJ plumb-humanities-2021 175 37 criticism criticism NN plumb-humanities-2021 175 38 and and CC plumb-humanities-2021 175 39 computational computational JJ plumb-humanities-2021 175 40 skills skill NNS plumb-humanities-2021 175 41 , , , plumb-humanities-2021 175 42 and and CC plumb-humanities-2021 175 43 there there EX plumb-humanities-2021 175 44 are be VBP plumb-humanities-2021 175 45 many many JJ plumb-humanities-2021 175 46 recent recent JJ plumb-humanities-2021 175 47 ex- ex- JJ plumb-humanities-2021 175 48 amples14 amples14 NNS plumb-humanities-2021 175 49 of of IN plumb-humanities-2021 175 50 the the DT plumb-humanities-2021 175 51 growing grow VBG plumb-humanities-2021 175 52 importance importance NN plumb-humanities-2021 175 53 of of IN plumb-humanities-2021 175 54 combining combine VBG plumb-humanities-2021 175 55 rich rich JJ plumb-humanities-2021 175 56 technical technical JJ plumb-humanities-2021 175 57 explanations explanation NNS plumb-humanities-2021 175 58 , , , plumb-humanities-2021 175 59 interdisciplinary interdisciplinary JJ plumb-humanities-2021 175 60 theories theory NNS plumb-humanities-2021 175 61 , , , plumb-humanities-2021 175 62 and and CC plumb-humanities-2021 175 63 original original JJ plumb-humanities-2021 175 64 computational computational JJ plumb-humanities-2021 175 65 work work NN plumb-humanities-2021 175 66 in in IN plumb-humanities-2021 175 67 corpus corpus NNP plumb-humanities-2021 175 68 linguistics linguistic NNS plumb-humanities-2021 175 69 and and CC plumb-humanities-2021 175 70 beyond beyond IN plumb-humanities-2021 175 71 . . . plumb-humanities-2021 176 1 A a DT plumb-humanities-2021 176 2 desire desire NN plumb-humanities-2021 176 3 to to TO plumb-humanities-2021 176 4 wield wield VB plumb-humanities-2021 176 5 social social JJ plumb-humanities-2021 176 6 and and CC plumb-humanities-2021 176 7 computational computational JJ plumb-humanities-2021 176 8 concerns concern NNS plumb-humanities-2021 176 9 simultaneously simultaneously RB plumb-humanities-2021 176 10 is be VBZ plumb-humanities-2021 176 11 evident evident JJ plumb-humanities-2021 176 12 also also RB plumb-humanities-2021 176 13 in in IN plumb-humanities-2021 176 14 recent recent JJ plumb-humanities-2021 176 15 work work NN plumb-humanities-2021 176 16 in in IN plumb-humanities-2021 176 17 Linguistics,15 Linguistics,15 NNP plumb-humanities-2021 176 18 Sociology,16 Sociology,16 NNP plumb-humanities-2021 176 19 and and CC plumb-humanities-2021 176 20 History.17 History.17 NNP plumb-humanities-2021 176 21 Studies Studies NNPS plumb-humanities-2021 176 22 in in IN plumb-humanities-2021 176 23 computational computational JJ plumb-humanities-2021 176 24 Sociology sociology NN plumb-humanities-2021 176 25 by by IN plumb-humanities-2021 176 26 Lauren Lauren NNP plumb-humanities-2021 176 27 Nelson Nelson NNP plumb-humanities-2021 176 28 , , , plumb-humanities-2021 176 29 Austin Austin NNP plumb-humanities-2021 176 30 C. C. NNP plumb-humanities-2021 176 31 Kozlowski Kozlowski NNP plumb-humanities-2021 176 32 , , , plumb-humanities-2021 176 33 Matt Matt NNP plumb-humanities-2021 176 34 Taddy Taddy NNP plumb-humanities-2021 176 35 , , , plumb-humanities-2021 176 36 James James NNP plumb-humanities-2021 176 37 A. A. NNP plumb-humanities-2021 176 38 Evans Evans NNP plumb-humanities-2021 176 39 , , , plumb-humanities-2021 176 40 Peter Peter NNP plumb-humanities-2021 176 41 McMahan McMahan NNP plumb-humanities-2021 176 42 , , , plumb-humanities-2021 176 43 and and CC plumb-humanities-2021 176 44 Kenneth Kenneth NNP plumb-humanities-2021 176 45 Benoit Benoit NNP plumb-humanities-2021 176 46 contain contain VBP plumb-humanities-2021 176 47 important important JJ plumb-humanities-2021 176 48 parallels parallel NNS plumb-humanities-2021 176 49 for for IN plumb-humanities-2021 176 50 machine machine NN plumb-humanities-2021 176 51 learning learning NN plumb-humanities-2021 176 52 - - HYPH plumb-humanities-2021 176 53 driven drive VBN plumb-humanities-2021 176 54 text text NN plumb-humanities-2021 176 55 analysis analysis NN plumb-humanities-2021 176 56 . . . plumb-humanities-2021 177 1 Nelson Nelson NNP plumb-humanities-2021 177 2 , , , plumb-humanities-2021 177 3 for for IN plumb-humanities-2021 177 4 instance instance NN plumb-humanities-2021 177 5 , , , plumb-humanities-2021 177 6 calls call VBZ plumb-humanities-2021 177 7 for for IN plumb-humanities-2021 177 8 a a DT plumb-humanities-2021 177 9 new new JJ plumb-humanities-2021 177 10 three three CD plumb-humanities-2021 177 11 - - HYPH plumb-humanities-2021 177 12 step step NN plumb-humanities-2021 177 13 methodology methodology NN plumb-humanities-2021 177 14 to to IN plumb-humanities-2021 177 15 com- com- NN plumb-humanities-2021 177 16 putational putational JJ plumb-humanities-2021 177 17 sociology sociology NN plumb-humanities-2021 177 18 , , , plumb-humanities-2021 177 19 one one CD plumb-humanities-2021 177 20 that that WDT plumb-humanities-2021 177 21 “ " `` plumb-humanities-2021 177 22 combines combine VBZ plumb-humanities-2021 177 23 expert expert JJ plumb-humanities-2021 177 24 human human JJ plumb-humanities-2021 177 25 knowledge knowledge NN plumb-humanities-2021 177 26 and and CC plumb-humanities-2021 177 27 hermeneutic hermeneutic JJ plumb-humanities-2021 177 28 skills skill NNS plumb-humanities-2021 177 29 with with IN plumb-humanities-2021 177 30 the the DT plumb-humanities-2021 177 31 processing processing NN plumb-humanities-2021 177 32 power power NN plumb-humanities-2021 177 33 and and CC plumb-humanities-2021 177 34 pattern pattern NN plumb-humanities-2021 177 35 recognition recognition NN plumb-humanities-2021 177 36 of of IN plumb-humanities-2021 177 37 computers computer NNS plumb-humanities-2021 177 38 , , , plumb-humanities-2021 177 39 producing produce VBG plumb-humanities-2021 177 40 a a DT plumb-humanities-2021 177 41 more more RBR plumb-humanities-2021 177 42 methodologically methodologically RB plumb-humanities-2021 177 43 rigorous rigorous JJ plumb-humanities-2021 177 44 but but CC plumb-humanities-2021 177 45 interpretive interpretive JJ plumb-humanities-2021 177 46 approach approach NN plumb-humanities-2021 177 47 to to IN plumb-humanities-2021 177 48 content content NN plumb-humanities-2021 177 49 analysis analysis NN plumb-humanities-2021 177 50 ” " '' plumb-humanities-2021 177 51 ( ( -LRB- plumb-humanities-2021 177 52 2020 2020 CD plumb-humanities-2021 177 53 , , , plumb-humanities-2021 177 54 1 1 CD plumb-humanities-2021 177 55 ) ) -RRB- plumb-humanities-2021 177 56 . . . plumb-humanities-2021 178 1 She -PRON- PRP plumb-humanities-2021 178 2 describes describe VBZ plumb-humanities-2021 178 3 a a DT plumb-humanities-2021 178 4 framework framework NN plumb-humanities-2021 178 5 that that WDT plumb-humanities-2021 178 6 can can MD plumb-humanities-2021 178 7 aid aid VB plumb-humanities-2021 178 8 in in IN plumb-humanities-2021 178 9 reproducibility reproducibility NN plumb-humanities-2021 178 10 , , , plumb-humanities-2021 178 11 which which WDT plumb-humanities-2021 178 12 was be VBD plumb-humanities-2021 178 13 noted note VBN plumb-humanities-2021 178 14 as as IN plumb-humanities-2021 178 15 a a DT plumb-humanities-2021 178 16 problem problem NN plumb-humanities-2021 178 17 by by IN plumb-humanities-2021 178 18 Da Da NNP plumb-humanities-2021 178 19 . . . plumb-humanities-2021 179 1 Kozlowski Kozlowski NNP plumb-humanities-2021 179 2 , , , plumb-humanities-2021 179 3 Taddy Taddy NNP plumb-humanities-2021 179 4 , , , plumb-humanities-2021 179 5 and and CC plumb-humanities-2021 179 6 Evans Evans NNP plumb-humanities-2021 179 7 , , , plumb-humanities-2021 179 8 who who WP plumb-humanities-2021 179 9 study study VBP plumb-humanities-2021 179 10 relationships relationship NNS plumb-humanities-2021 179 11 between between IN plumb-humanities-2021 179 12 attention attention NN plumb-humanities-2021 179 13 and and CC plumb-humanities-2021 179 14 knowledge knowledge NN plumb-humanities-2021 179 15 , , , plumb-humanities-2021 179 16 in in IN plumb-humanities-2021 179 17 a a DT plumb-humanities-2021 179 18 September September NNP plumb-humanities-2021 179 19 2019 2019 CD plumb-humanities-2021 179 20 paper paper NN plumb-humanities-2021 179 21 on on IN plumb-humanities-2021 179 22 the the DT plumb-humanities-2021 179 23 “ " `` plumb-humanities-2021 179 24 geometry geometry NN plumb-humanities-2021 179 25 of of IN plumb-humanities-2021 179 26 culture culture NN plumb-humanities-2021 179 27 ” " '' plumb-humanities-2021 179 28 use use VB plumb-humanities-2021 179 29 a a DT plumb-humanities-2021 179 30 vector vector NN plumb-humanities-2021 179 31 space space NN plumb-humanities-2021 179 32 model model NN plumb-humanities-2021 179 33 to to TO plumb-humanities-2021 179 34 analyze analyze VB plumb-humanities-2021 179 35 a a DT plumb-humanities-2021 179 36 century century NN plumb-humanities-2021 179 37 of of IN plumb-humanities-2021 179 38 books book NNS plumb-humanities-2021 179 39 . . . plumb-humanities-2021 180 1 They -PRON- PRP plumb-humanities-2021 180 2 show show VBP plumb-humanities-2021 180 3 “ " `` plumb-humanities-2021 180 4 that that IN plumb-humanities-2021 180 5 the the DT plumb-humanities-2021 180 6 markers marker NNS plumb-humanities-2021 180 7 of of IN plumb-humanities-2021 180 8 class class NN plumb-humanities-2021 180 9 continuously continuously RB plumb-humanities-2021 180 10 shifted shift VBN plumb-humanities-2021 180 11 amidst amidst IN plumb-humanities-2021 180 12 the the DT plumb-humanities-2021 180 13 economic economic JJ plumb-humanities-2021 180 14 transformations transformation NNS plumb-humanities-2021 180 15 of of IN plumb-humanities-2021 180 16 the the DT plumb-humanities-2021 180 17 twentieth twentieth JJ plumb-humanities-2021 180 18 century century NN plumb-humanities-2021 180 19 , , , plumb-humanities-2021 180 20 yet yet CC plumb-humanities-2021 180 21 the the DT plumb-humanities-2021 180 22 basic basic JJ plumb-humanities-2021 180 23 cultural cultural JJ plumb-humanities-2021 180 24 dimensions dimension NNS plumb-humanities-2021 180 25 of of IN plumb-humanities-2021 180 26 class class NN plumb-humanities-2021 180 27 remained remain VBD plumb-humanities-2021 180 28 remarkably remarkably RB plumb-humanities-2021 180 29 stable stable JJ plumb-humanities-2021 180 30 . . . plumb-humanities-2021 181 1 The the DT plumb-humanities-2021 181 2 notable notable JJ plumb-humanities-2021 181 3 ex- ex- JJ plumb-humanities-2021 181 4 ception ception NN plumb-humanities-2021 181 5 is be VBZ plumb-humanities-2021 181 6 education education NN plumb-humanities-2021 181 7 , , , plumb-humanities-2021 181 8 which which WDT plumb-humanities-2021 181 9 became become VBD plumb-humanities-2021 181 10 tightly tightly RB plumb-humanities-2021 181 11 linked link VBN plumb-humanities-2021 181 12 to to IN plumb-humanities-2021 181 13 affluence affluence VB plumb-humanities-2021 181 14 independent independent JJ plumb-humanities-2021 181 15 of of IN plumb-humanities-2021 181 16 its -PRON- PRP$ plumb-humanities-2021 181 17 association association NN plumb-humanities-2021 181 18 with with IN plumb-humanities-2021 181 19 cultivated cultivate VBN plumb-humanities-2021 181 20 taste taste NN plumb-humanities-2021 181 21 ” " '' plumb-humanities-2021 181 22 ( ( -LRB- plumb-humanities-2021 181 23 1 1 CD plumb-humanities-2021 181 24 ) ) -RRB- plumb-humanities-2021 181 25 . . . plumb-humanities-2021 182 1 This this DT plumb-humanities-2021 182 2 implies imply VBZ plumb-humanities-2021 182 3 that that IN plumb-humanities-2021 182 4 disciplinary disciplinary JJ plumb-humanities-2021 182 5 expertise expertise NN plumb-humanities-2021 182 6 can can MD plumb-humanities-2021 182 7 be be VB plumb-humanities-2021 182 8 used use VBN plumb-humanities-2021 182 9 to to TO plumb-humanities-2021 182 10 isolate isolate VB plumb-humanities-2021 182 11 sub sub NN plumb-humanities-2021 182 12 - - NN plumb-humanities-2021 182 13 corpora corpora NN plumb-humanities-2021 182 14 for for IN plumb-humanities-2021 182 15 use use NN plumb-humanities-2021 182 16 in in IN plumb-humanities-2021 182 17 secondary secondary JJ plumb-humanities-2021 182 18 word word NN plumb-humanities-2021 182 19 embedding embed VBG plumb-humanities-2021 182 20 research research NN plumb-humanities-2021 182 21 problems problem NNS plumb-humanities-2021 182 22 . . . plumb-humanities-2021 183 1 Resulting result VBG plumb-humanities-2021 183 2 word word NN plumb-humanities-2021 183 3 similarity similarity NN plumb-humanities-2021 183 4 findings finding NNS plumb-humanities-2021 183 5 could could MD plumb-humanities-2021 183 6 aid aid VB plumb-humanities-2021 183 7 in in IN plumb-humanities-2021 183 8 both both DT plumb-humanities-2021 183 9 validating validate VBG plumb-humanities-2021 183 10 the the DT plumb-humanities-2021 183 11 initial initial JJ plumb-humanities-2021 183 12 research research NN plumb-humanities-2021 183 13 finding finding NN plumb-humanities-2021 183 14 and and CC plumb-humanities-2021 183 15 defining define VBG plumb-humanities-2021 183 16 domain domain NN plumb-humanities-2021 183 17 - - HYPH plumb-humanities-2021 183 18 specific specific JJ plumb-humanities-2021 183 19 datasets dataset NNS plumb-humanities-2021 183 20 that that WDT plumb-humanities-2021 183 21 are be VBP plumb-humanities-2021 183 22 reusable reusable JJ plumb-humanities-2021 183 23 for for IN plumb-humanities-2021 183 24 future future JJ plumb-humanities-2021 183 25 research research NN plumb-humanities-2021 183 26 . . . plumb-humanities-2021 184 1 The the DT plumb-humanities-2021 184 2 idea idea NN plumb-humanities-2021 184 3 of of IN plumb-humanities-2021 184 4 using use VBG plumb-humanities-2021 184 5 humanities humanity NNS plumb-humanities-2021 184 6 methodologies methodology NNS plumb-humanities-2021 184 7 to to TO plumb-humanities-2021 184 8 inform inform VB plumb-humanities-2021 184 9 model model NN plumb-humanities-2021 184 10 architectures architecture NNS plumb-humanities-2021 184 11 for for IN plumb-humanities-2021 184 12 machine machine NN plumb-humanities-2021 184 13 learn- learn- NNP plumb-humanities-2021 184 14 14See 14see CD plumb-humanities-2021 184 15 Whitt Whitt NNP plumb-humanities-2021 184 16 2018 2018 CD plumb-humanities-2021 184 17 for for IN plumb-humanities-2021 184 18 a a DT plumb-humanities-2021 184 19 state state NN plumb-humanities-2021 184 20 - - HYPH plumb-humanities-2021 184 21 of of IN plumb-humanities-2021 184 22 - - HYPH plumb-humanities-2021 184 23 the the DT plumb-humanities-2021 184 24 - - HYPH plumb-humanities-2021 184 25 art art NN plumb-humanities-2021 184 26 overview overview NN plumb-humanities-2021 184 27 of of IN plumb-humanities-2021 184 28 the the DT plumb-humanities-2021 184 29 intersecting intersect VBG plumb-humanities-2021 184 30 fields field NNS plumb-humanities-2021 184 31 of of IN plumb-humanities-2021 184 32 corpus corpus NNP plumb-humanities-2021 184 33 linguistics linguistic NNS plumb-humanities-2021 184 34 , , , plumb-humanities-2021 184 35 historical historical JJ plumb-humanities-2021 184 36 linguistics linguistic NNS plumb-humanities-2021 184 37 , , , plumb-humanities-2021 184 38 and and CC plumb-humanities-2021 184 39 genre genre NN plumb-humanities-2021 184 40 - - HYPH plumb-humanities-2021 184 41 based base VBN plumb-humanities-2021 184 42 studies study NNS plumb-humanities-2021 184 43 of of IN plumb-humanities-2021 184 44 language language NN plumb-humanities-2021 184 45 usage usage NN plumb-humanities-2021 184 46 . . . plumb-humanities-2021 185 1 15A 15a CD plumb-humanities-2021 185 2 special special JJ plumb-humanities-2021 185 3 issue issue NN plumb-humanities-2021 185 4 in in IN plumb-humanities-2021 185 5 the the DT plumb-humanities-2021 185 6 journal journal NN plumb-humanities-2021 185 7 Language Language NNP plumb-humanities-2021 185 8 from from IN plumb-humanities-2021 185 9 the the DT plumb-humanities-2021 185 10 Linguistic Linguistic NNP plumb-humanities-2021 185 11 Society Society NNP plumb-humanities-2021 185 12 of of IN plumb-humanities-2021 185 13 America America NNP plumb-humanities-2021 185 14 published publish VBD plumb-humanities-2021 185 15 responses response NNS plumb-humanities-2021 185 16 to to IN plumb-humanities-2021 185 17 a a DT plumb-humanities-2021 185 18 call call NN plumb-humanities-2021 185 19 to to TO plumb-humanities-2021 185 20 reconcile reconcile VB plumb-humanities-2021 185 21 the the DT plumb-humanities-2021 185 22 unproductive unproductive JJ plumb-humanities-2021 185 23 rift rift NN plumb-humanities-2021 185 24 between between IN plumb-humanities-2021 185 25 generative generative JJ plumb-humanities-2021 185 26 linguistics linguistic NNS plumb-humanities-2021 185 27 and and CC plumb-humanities-2021 185 28 neural neural JJ plumb-humanities-2021 185 29 network network NN plumb-humanities-2021 185 30 models model NNS plumb-humanities-2021 185 31 . . . plumb-humanities-2021 186 1 Christopher Christopher NNP plumb-humanities-2021 186 2 Potts Potts NNP plumb-humanities-2021 186 3 ’s ’s POS plumb-humanities-2021 186 4 response response NN plumb-humanities-2021 186 5 ( ( -LRB- plumb-humanities-2021 186 6 2019 2019 CD plumb-humanities-2021 186 7 ) ) -RRB- plumb-humanities-2021 186 8 advocates advocate VBZ plumb-humanities-2021 186 9 an an DT plumb-humanities-2021 186 10 imperative imperative JJ plumb-humanities-2021 186 11 integration integration NN plumb-humanities-2021 186 12 between between IN plumb-humanities-2021 186 13 deep deep JJ plumb-humanities-2021 186 14 learning learning NN plumb-humanities-2021 186 15 and and CC plumb-humanities-2021 186 16 traditional traditional JJ plumb-humanities-2021 186 17 linguistic linguistic JJ plumb-humanities-2021 186 18 semantics semantic NNS plumb-humanities-2021 186 19 . . . plumb-humanities-2021 187 1 16Sociologist 16sociologist DT plumb-humanities-2021 187 2 Laura Laura NNP plumb-humanities-2021 187 3 K. K. NNP plumb-humanities-2021 187 4 Nelson Nelson NNP plumb-humanities-2021 187 5 ( ( -LRB- plumb-humanities-2021 187 6 2020 2020 CD plumb-humanities-2021 187 7 ) ) -RRB- plumb-humanities-2021 187 8 calls call VBZ plumb-humanities-2021 187 9 for for IN plumb-humanities-2021 187 10 a a DT plumb-humanities-2021 187 11 three three CD plumb-humanities-2021 187 12 - - HYPH plumb-humanities-2021 187 13 step step NN plumb-humanities-2021 187 14 methodological methodological JJ plumb-humanities-2021 187 15 framework framework NN plumb-humanities-2021 187 16 called call VBD plumb-humanities-2021 187 17 computational computational JJ plumb-humanities-2021 187 18 grounded ground VBN plumb-humanities-2021 187 19 theory theory NN plumb-humanities-2021 187 20 . . . plumb-humanities-2021 188 1 17Another 17another CD plumb-humanities-2021 188 2 special special JJ plumb-humanities-2021 188 3 issue issue NN plumb-humanities-2021 188 4 , , , plumb-humanities-2021 188 5 this this DT plumb-humanities-2021 188 6 one one NN plumb-humanities-2021 188 7 from from IN plumb-humanities-2021 188 8 Isis Isis NNP plumb-humanities-2021 188 9 , , , plumb-humanities-2021 188 10 a a DT plumb-humanities-2021 188 11 journal journal NN plumb-humanities-2021 188 12 from from IN plumb-humanities-2021 188 13 the the DT plumb-humanities-2021 188 14 History History NNP plumb-humanities-2021 188 15 of of IN plumb-humanities-2021 188 16 Science Science NNP plumb-humanities-2021 188 17 Society Society NNP plumb-humanities-2021 188 18 , , , plumb-humanities-2021 188 19 suggests suggest VBZ plumb-humanities-2021 188 20 that that IN plumb-humanities-2021 188 21 “ " `` plumb-humanities-2021 188 22 the the DT plumb-humanities-2021 188 23 history history NN plumb-humanities-2021 188 24 of of IN plumb-humanities-2021 188 25 knowledge knowledge NN plumb-humanities-2021 188 26 can can MD plumb-humanities-2021 188 27 act act VB plumb-humanities-2021 188 28 as as IN plumb-humanities-2021 188 29 a a DT plumb-humanities-2021 188 30 bridge bridge NN plumb-humanities-2021 188 31 between between IN plumb-humanities-2021 188 32 the the DT plumb-humanities-2021 188 33 world world NN plumb-humanities-2021 188 34 of of IN plumb-humanities-2021 188 35 the the DT plumb-humanities-2021 188 36 humanities humanity NNS plumb-humanities-2021 188 37 , , , plumb-humanities-2021 188 38 with with IN plumb-humanities-2021 188 39 its -PRON- PRP$ plumb-humanities-2021 188 40 tradition tradition NN plumb-humanities-2021 188 41 of of IN plumb-humanities-2021 188 42 close close JJ plumb-humanities-2021 188 43 reading reading NN plumb-humanities-2021 188 44 and and CC plumb-humanities-2021 188 45 detailed detailed JJ plumb-humanities-2021 188 46 understanding understanding NN plumb-humanities-2021 188 47 of of IN plumb-humanities-2021 188 48 individual individual JJ plumb-humanities-2021 188 49 cases case NNS plumb-humanities-2021 188 50 , , , plumb-humanities-2021 188 51 and and CC plumb-humanities-2021 188 52 the the DT plumb-humanities-2021 188 53 world world NN plumb-humanities-2021 188 54 of of IN plumb-humanities-2021 188 55 big big JJ plumb-humanities-2021 188 56 data datum NNS plumb-humanities-2021 188 57 and and CC plumb-humanities-2021 188 58 computational computational JJ plumb-humanities-2021 188 59 analysis analysis NN plumb-humanities-2021 188 60 ” " '' plumb-humanities-2021 188 61 ( ( -LRB- plumb-humanities-2021 188 62 Laubichler Laubichler NNP plumb-humanities-2021 188 63 , , , plumb-humanities-2021 188 64 Maienschein Maienschein NNP plumb-humanities-2021 188 65 , , , plumb-humanities-2021 188 66 and and CC plumb-humanities-2021 188 67 Renn Renn NNP plumb-humanities-2021 188 68 2019 2019 CD plumb-humanities-2021 188 69 , , , plumb-humanities-2021 188 70 502 502 CD plumb-humanities-2021 188 71 ) ) -RRB- plumb-humanities-2021 188 72 . . . plumb-humanities-2021 189 1 Plumb Plumb NNP plumb-humanities-2021 189 2 39 39 CD plumb-humanities-2021 189 3 ing ing NN plumb-humanities-2021 189 4 is be VBZ plumb-humanities-2021 189 5 part part NN plumb-humanities-2021 189 6 of of IN plumb-humanities-2021 189 7 a a DT plumb-humanities-2021 189 8 wider wide JJR plumb-humanities-2021 189 9 history history NN plumb-humanities-2021 189 10 of of IN plumb-humanities-2021 189 11 computational computational JJ plumb-humanities-2021 189 12 scientists scientist NNS plumb-humanities-2021 189 13 drawing draw VBG plumb-humanities-2021 189 14 inspiration inspiration NN plumb-humanities-2021 189 15 from from IN plumb-humanities-2021 189 16 other other JJ plumb-humanities-2021 189 17 fields field NNS plumb-humanities-2021 189 18 to to TO plumb-humanities-2021 189 19 make make VB plumb-humanities-2021 189 20 AI AI NNP plumb-humanities-2021 189 21 systems system NNS plumb-humanities-2021 189 22 better well RBR plumb-humanities-2021 189 23 . . . plumb-humanities-2021 190 1 Designing design VBG plumb-humanities-2021 190 2 humanities humanity NNS plumb-humanities-2021 190 3 research research VBP plumb-humanities-2021 190 4 with with IN plumb-humanities-2021 190 5 novel novel JJ plumb-humanities-2021 190 6 word word NN plumb-humanities-2021 190 7 embedding embed VBG plumb-humanities-2021 190 8 mod- mod- NN plumb-humanities-2021 190 9 els els NNP plumb-humanities-2021 190 10 stands stand VBZ plumb-humanities-2021 190 11 to to TO plumb-humanities-2021 190 12 widen widen VB plumb-humanities-2021 190 13 the the DT plumb-humanities-2021 190 14 territory territory NN plumb-humanities-2021 190 15 where where WRB plumb-humanities-2021 190 16 machine machine NN plumb-humanities-2021 190 17 learning learning NN plumb-humanities-2021 190 18 engineers engineer NNS plumb-humanities-2021 190 19 look look VBP plumb-humanities-2021 190 20 for for IN plumb-humanities-2021 190 21 conceptual conceptual JJ plumb-humanities-2021 190 22 concepts concept NNS plumb-humanities-2021 190 23 to to TO plumb-humanities-2021 190 24 inspire inspire VB plumb-humanities-2021 190 25 strategies strategy NNS plumb-humanities-2021 190 26 for for IN plumb-humanities-2021 190 27 improving improve VBG plumb-humanities-2021 190 28 the the DT plumb-humanities-2021 190 29 performance performance NN plumb-humanities-2021 190 30 of of IN plumb-humanities-2021 190 31 artificial artificial JJ plumb-humanities-2021 190 32 language language NN plumb-humanities-2021 190 33 understanding understanding NN plumb-humanities-2021 190 34 . . . plumb-humanities-2021 191 1 Many many JJ plumb-humanities-2021 191 2 computer computer NN plumb-humanities-2021 191 3 scientists scientist NNS plumb-humanities-2021 191 4 are be VBP plumb-humanities-2021 191 5 investigating investigate VBG plumb-humanities-2021 191 6 the the DT plumb-humanities-2021 191 7 figurative figurative JJ plumb-humanities-2021 191 8 ( ( -LRB- plumb-humanities-2021 191 9 Gagliano Gagliano NNP plumb-humanities-2021 191 10 et et NNP plumb-humanities-2021 191 11 al al NNP plumb-humanities-2021 191 12 . . . plumb-humanities-2021 192 1 2019 2019 CD plumb-humanities-2021 192 2 ) ) -RRB- plumb-humanities-2021 192 3 and and CC plumb-humanities-2021 192 4 the the DT plumb-humanities-2021 192 5 metaphorical metaphorical JJ plumb-humanities-2021 192 6 ( ( -LRB- plumb-humanities-2021 192 7 Mao Mao NNP plumb-humanities-2021 192 8 et et NNP plumb-humanities-2021 192 9 al al NNP plumb-humanities-2021 192 10 . . . plumb-humanities-2021 193 1 2018 2018 LS plumb-humanities-2021 193 2 ) ) -RRB- plumb-humanities-2021 193 3 in in IN plumb-humanities-2021 193 4 language language NN plumb-humanities-2021 193 5 . . . plumb-humanities-2021 194 1 As as IN plumb-humanities-2021 194 2 machines machine NNS plumb-humanities-2021 194 3 get get VBP plumb-humanities-2021 194 4 better well JJR plumb-humanities-2021 194 5 at at IN plumb-humanities-2021 194 6 reading read VBG plumb-humanities-2021 194 7 and and CC plumb-humanities-2021 194 8 interpreting interpret VBG plumb-humanities-2021 194 9 texts text NNS plumb-humanities-2021 194 10 , , , plumb-humanities-2021 194 11 literary literary JJ plumb-humanities-2021 194 12 studies study NNS plumb-humanities-2021 194 13 and and CC plumb-humanities-2021 194 14 theories theory NNS plumb-humanities-2021 194 15 will will MD plumb-humanities-2021 194 16 become become VB plumb-humanities-2021 194 17 more more RBR plumb-humanities-2021 194 18 applicable applicable JJ plumb-humanities-2021 194 19 to to IN plumb-humanities-2021 194 20 how how WRB plumb-humanities-2021 194 21 those those DT plumb-humanities-2021 194 22 machines machine NNS plumb-humanities-2021 194 23 are be VBP plumb-humanities-2021 194 24 programmed program VBN plumb-humanities-2021 194 25 to to TO plumb-humanities-2021 194 26 look look VB plumb-humanities-2021 194 27 at at IN plumb-humanities-2021 194 28 multiple multiple JJ plumb-humanities-2021 194 29 layers layer NNS plumb-humanities-2021 194 30 and and CC plumb-humanities-2021 194 31 dimensions dimension NNS plumb-humanities-2021 194 32 of of IN plumb-humanities-2021 194 33 language language NN plumb-humanities-2021 194 34 . . . plumb-humanities-2021 195 1 Ted Ted NNP plumb-humanities-2021 195 2 Underwood Underwood NNP plumb-humanities-2021 195 3 , , , plumb-humanities-2021 195 4 Andrew Andrew NNP plumb-humanities-2021 195 5 Piper Piper NNP plumb-humanities-2021 195 6 , , , plumb-humanities-2021 195 7 Katherine Katherine NNP plumb-humanities-2021 195 8 Bode Bode NNP plumb-humanities-2021 195 9 , , , plumb-humanities-2021 195 10 James James NNP plumb-humanities-2021 195 11 Dobson Dobson NNP plumb-humanities-2021 195 12 , , , plumb-humanities-2021 195 13 and and CC plumb-humanities-2021 195 14 others other NNS plumb-humanities-2021 195 15 make make VBP plumb-humanities-2021 195 16 connections connection NNS plumb-humanities-2021 195 17 between between IN plumb-humanities-2021 195 18 computational computational JJ plumb-humanities-2021 195 19 literary literary JJ plumb-humanities-2021 195 20 research research NN plumb-humanities-2021 195 21 and and CC plumb-humanities-2021 195 22 social social JJ plumb-humanities-2021 195 23 dimensions dimension NNS plumb-humanities-2021 195 24 of of IN plumb-humanities-2021 195 25 the the DT plumb-humanities-2021 195 26 history history NN plumb-humanities-2021 195 27 of of IN plumb-humanities-2021 195 28 vector vector NN plumb-humanities-2021 195 29 space space NN plumb-humanities-2021 195 30 model model NN plumb-humanities-2021 195 31 research research NN plumb-humanities-2021 195 32 . . . plumb-humanities-2021 196 1 Since since IN plumb-humanities-2021 196 2 vector vector NN plumb-humanities-2021 196 3 models model NNS plumb-humanities-2021 196 4 are be VBP plumb-humanities-2021 196 5 based base VBN plumb-humanities-2021 196 6 on on IN plumb-humanities-2021 196 7 the the DT plumb-humanities-2021 196 8 1950s 1950s CD plumb-humanities-2021 196 9 linguistic linguistic JJ plumb-humanities-2021 196 10 notion notion NN plumb-humanities-2021 196 11 of of IN plumb-humanities-2021 196 12 similarity similarity NN plumb-humanities-2021 196 13 ( ( -LRB- plumb-humanities-2021 196 14 Firth Firth NNP plumb-humanities-2021 196 15 1957 1957 CD plumb-humanities-2021 196 16 ) ) -RRB- plumb-humanities-2021 196 17 , , , plumb-humanities-2021 196 18 researchers researcher NNS plumb-humanities-2021 196 19 working work VBG plumb-humanities-2021 196 20 to to TO plumb-humanities-2021 196 21 show show VB plumb-humanities-2021 196 22 superior superior JJ plumb-humanities-2021 196 23 algorith- algorith- NNP plumb-humanities-2021 196 24 mic mic NNP plumb-humanities-2021 196 25 performance performance NN plumb-humanities-2021 196 26 focus focus NN plumb-humanities-2021 196 27 on on IN plumb-humanities-2021 196 28 different different JJ plumb-humanities-2021 196 29 aspects aspect NNS plumb-humanities-2021 196 30 of of IN plumb-humanities-2021 196 31 why why WRB plumb-humanities-2021 196 32 similarity similarity NN plumb-humanities-2021 196 33 is be VBZ plumb-humanities-2021 196 34 important important JJ plumb-humanities-2021 196 35 than than IN plumb-humanities-2021 196 36 do do VBP plumb-humanities-2021 196 37 researchers researcher NNS plumb-humanities-2021 196 38 seeking seek VBG plumb-humanities-2021 196 39 cultural cultural JJ plumb-humanities-2021 196 40 insights insight NNS plumb-humanities-2021 196 41 within within IN plumb-humanities-2021 196 42 their -PRON- PRP$ plumb-humanities-2021 196 43 data datum NNS plumb-humanities-2021 196 44 . . . plumb-humanities-2021 197 1 But but CC plumb-humanities-2021 197 2 Underwood Underwood NNP plumb-humanities-2021 197 3 points point VBZ plumb-humanities-2021 197 4 out out RP plumb-humanities-2021 197 5 that that IN plumb-humanities-2021 197 6 a a DT plumb-humanities-2021 197 7 word word NN plumb-humanities-2021 197 8 vector vector NN plumb-humanities-2021 197 9 can can MD plumb-humanities-2021 197 10 also also RB plumb-humanities-2021 197 11 be be VB plumb-humanities-2021 197 12 seen see VBN plumb-humanities-2021 197 13 as as IN plumb-humanities-2021 197 14 a a DT plumb-humanities-2021 197 15 way way NN plumb-humanities-2021 197 16 to to TO plumb-humanities-2021 197 17 quantitatively quantitatively RB plumb-humanities-2021 197 18 account account VB plumb-humanities-2021 197 19 for for IN plumb-humanities-2021 197 20 more more JJR plumb-humanities-2021 197 21 aspects aspect NNS plumb-humanities-2021 197 22 of of IN plumb-humanities-2021 197 23 meaning meaning NN plumb-humanities-2021 197 24 ( ( -LRB- plumb-humanities-2021 197 25 2019 2019 CD plumb-humanities-2021 197 26 ) ) -RRB- plumb-humanities-2021 197 27 . . . plumb-humanities-2021 198 1 Already already RB plumb-humanities-2021 198 2 , , , plumb-humanities-2021 198 3 cross cross JJ plumb-humanities-2021 198 4 - - JJ plumb-humanities-2021 198 5 disciplinary disciplinary JJ plumb-humanities-2021 198 6 scholarship scholarship NN plumb-humanities-2021 198 7 draws draw VBZ plumb-humanities-2021 198 8 on on IN plumb-humanities-2021 198 9 computational computational JJ plumb-humanities-2021 198 10 linguistics,18 linguistics,18 NN plumb-humanities-2021 198 11 information information NN plumb-humanities-2021 198 12 science,19 science,19 NNS plumb-humanities-2021 198 13 and and CC plumb-humanities-2021 198 14 semantic semantic JJ plumb-humanities-2021 198 15 linguistics linguistic NNS plumb-humanities-2021 198 16 , , , plumb-humanities-2021 198 17 and and CC plumb-humanities-2021 198 18 the the DT plumb-humanities-2021 198 19 imperative imperative NN plumb-humanities-2021 198 20 to to TO plumb-humanities-2021 198 21 understand understand VB plumb-humanities-2021 198 22 concepts concept NNS plumb-humanities-2021 198 23 from from IN plumb-humanities-2021 198 24 all all DT plumb-humanities-2021 198 25 of of IN plumb-humanities-2021 198 26 these these DT plumb-humanities-2021 198 27 fields field NNS plumb-humanities-2021 198 28 is be VBZ plumb-humanities-2021 198 29 grow- grow- JJ plumb-humanities-2021 198 30 ing ing NNP plumb-humanities-2021 198 31 . . . plumb-humanities-2021 199 1 As as IN plumb-humanities-2021 199 2 better well JJR plumb-humanities-2021 199 3 methods method NNS plumb-humanities-2021 199 4 are be VBP plumb-humanities-2021 199 5 developed develop VBN plumb-humanities-2021 199 6 for for IN plumb-humanities-2021 199 7 using use VBG plumb-humanities-2021 199 8 word word NN plumb-humanities-2021 199 9 embeddings embedding NNS plumb-humanities-2021 199 10 to to TO plumb-humanities-2021 199 11 better well RBR plumb-humanities-2021 199 12 understand understand VB plumb-humanities-2021 199 13 texts text NNS plumb-humanities-2021 199 14 from from IN plumb-humanities-2021 199 15 different different JJ plumb-humanities-2021 199 16 domains domain NNS plumb-humanities-2021 199 17 and and CC plumb-humanities-2021 199 18 time time NN plumb-humanities-2021 199 19 periods period NNS plumb-humanities-2021 199 20 , , , plumb-humanities-2021 199 21 more more RBR plumb-humanities-2021 199 22 sophisticated sophisticated JJ plumb-humanities-2021 199 23 tools tool NNS plumb-humanities-2021 199 24 and and CC plumb-humanities-2021 199 25 paradigms paradigms NN plumb-humanities-2021 199 26 emerge emerge VBP plumb-humanities-2021 199 27 that that WDT plumb-humanities-2021 199 28 echo echo VBP plumb-humanities-2021 199 29 the the DT plumb-humanities-2021 199 30 complexity complexity NN plumb-humanities-2021 199 31 of of IN plumb-humanities-2021 199 32 traditional traditional JJ plumb-humanities-2021 199 33 literary literary JJ plumb-humanities-2021 199 34 and and CC plumb-humanities-2021 199 35 historical historical JJ plumb-humanities-2021 199 36 interpretation interpretation NN plumb-humanities-2021 199 37 . . . plumb-humanities-2021 200 1 Systematic systematic JJ plumb-humanities-2021 200 2 data data NN plumb-humanities-2021 200 3 curation curation NN plumb-humanities-2021 200 4 , , , plumb-humanities-2021 200 5 combined combine VBN plumb-humanities-2021 200 6 with with IN plumb-humanities-2021 200 7 word word NN plumb-humanities-2021 200 8 embedding embed VBG plumb-humanities-2021 200 9 algorithms algorithm NNS plumb-humanities-2021 200 10 , , , plumb-humanities-2021 200 11 represent represent VB plumb-humanities-2021 200 12 a a DT plumb-humanities-2021 200 13 new new JJ plumb-humanities-2021 200 14 inter- inter- NN plumb-humanities-2021 200 15 pretive pretive JJ plumb-humanities-2021 200 16 system system NN plumb-humanities-2021 200 17 for for IN plumb-humanities-2021 200 18 literary literary JJ plumb-humanities-2021 200 19 scholars scholar NNS plumb-humanities-2021 200 20 . . . plumb-humanities-2021 201 1 The the DT plumb-humanities-2021 201 2 potential potential NN plumb-humanities-2021 201 3 of of IN plumb-humanities-2021 201 4 machine machine NN plumb-humanities-2021 201 5 learning learning NN plumb-humanities-2021 201 6 methods method NNS plumb-humanities-2021 201 7 for for IN plumb-humanities-2021 201 8 text text NN plumb-humanities-2021 201 9 analysis analysis NN plumb-humanities-2021 201 10 goes go VBZ plumb-humanities-2021 201 11 beyond beyond IN plumb-humanities-2021 201 12 historical historical JJ plumb-humanities-2021 201 13 literary literary JJ plumb-humanities-2021 201 14 text text NN plumb-humanities-2021 201 15 analysis analysis NN plumb-humanities-2021 201 16 , , , plumb-humanities-2021 201 17 and and CC plumb-humanities-2021 201 18 the the DT plumb-humanities-2021 201 19 methods method NNS plumb-humanities-2021 201 20 for for IN plumb-humanities-2021 201 21 literary literary JJ plumb-humanities-2021 201 22 text text NN plumb-humanities-2021 201 23 analysis analysis NN plumb-humanities-2021 201 24 using use VBG plumb-humanities-2021 201 25 ma- ma- JJ plumb-humanities-2021 201 26 chine chine NN plumb-humanities-2021 201 27 learning learning NN plumb-humanities-2021 201 28 also also RB plumb-humanities-2021 201 29 go go VBP plumb-humanities-2021 201 30 beyond beyond IN plumb-humanities-2021 201 31 literature literature NN plumb-humanities-2021 201 32 departments department NNS plumb-humanities-2021 201 33 . . . plumb-humanities-2021 202 1 The the DT plumb-humanities-2021 202 2 corpora corpora NN plumb-humanities-2021 202 3 they -PRON- PRP plumb-humanities-2021 202 4 model model NN plumb-humanities-2021 202 5 and and CC plumb-humanities-2021 202 6 the the DT plumb-humanities-2021 202 7 way way NN plumb-humanities-2021 202 8 they -PRON- PRP plumb-humanities-2021 202 9 frame frame VBP plumb-humanities-2021 202 10 their -PRON- PRP$ plumb-humanities-2021 202 11 research research NN plumb-humanities-2021 202 12 questions question NNS plumb-humanities-2021 202 13 reframe reframe VBP plumb-humanities-2021 202 14 the the DT plumb-humanities-2021 202 15 potential potential NN plumb-humanities-2021 202 16 to to TO plumb-humanities-2021 202 17 use use VB plumb-humanities-2021 202 18 systems system NNS plumb-humanities-2021 202 19 like like IN plumb-humanities-2021 202 20 word word NN plumb-humanities-2021 202 21 vectors vector NNS plumb-humanities-2021 202 22 to to IN plumb-humanities-2021 202 23 under- under- JJ plumb-humanities-2021 202 24 stand stand VB plumb-humanities-2021 202 25 aspects aspect NNS plumb-humanities-2021 202 26 of of IN plumb-humanities-2021 202 27 historical historical JJ plumb-humanities-2021 202 28 language language NN plumb-humanities-2021 202 29 and and CC plumb-humanities-2021 202 30 could could MD plumb-humanities-2021 202 31 have have VB plumb-humanities-2021 202 32 broader broad JJR plumb-humanities-2021 202 33 ramifications ramification NNS plumb-humanities-2021 202 34 on on IN plumb-humanities-2021 202 35 how how WRB plumb-humanities-2021 202 36 other other JJ plumb-humanities-2021 202 37 applica- applica- JJ plumb-humanities-2021 202 38 tions tion NNS plumb-humanities-2021 202 39 model model NN plumb-humanities-2021 202 40 word word NN plumb-humanities-2021 202 41 meanings meaning NNS plumb-humanities-2021 202 42 . . . plumb-humanities-2021 203 1 Because because IN plumb-humanities-2021 203 2 such such JJ plumb-humanities-2021 203 3 literary literary JJ plumb-humanities-2021 203 4 research research NN plumb-humanities-2021 203 5 generates generate VBZ plumb-humanities-2021 203 6 novel novel JJ plumb-humanities-2021 203 7 frameworks framework NNS plumb-humanities-2021 203 8 for for IN plumb-humanities-2021 203 9 using use VBG plumb-humanities-2021 203 10 machine machine NN plumb-humanities-2021 203 11 learning learn VBG plumb-humanities-2021 203 12 to to TO plumb-humanities-2021 203 13 represent represent VB plumb-humanities-2021 203 14 language language NN plumb-humanities-2021 203 15 , , , plumb-humanities-2021 203 16 it -PRON- PRP plumb-humanities-2021 203 17 ’s ’ VBZ plumb-humanities-2021 203 18 imperative imperative JJ plumb-humanities-2021 203 19 to to TO plumb-humanities-2021 203 20 explore explore VB plumb-humanities-2021 203 21 the the DT plumb-humanities-2021 203 22 question question NN plumb-humanities-2021 203 23 : : : plumb-humanities-2021 203 24 Are be VBP plumb-humanities-2021 203 25 there there EX plumb-humanities-2021 203 26 ways way NNS plumb-humanities-2021 203 27 that that WDT plumb-humanities-2021 203 28 humanities humanitie VBZ plumb-humanities-2021 203 29 methodologies methodology NNS plumb-humanities-2021 203 30 and and CC plumb-humanities-2021 203 31 research research NN plumb-humanities-2021 203 32 goals goal NNS plumb-humanities-2021 203 33 can can MD plumb-humanities-2021 203 34 exert exert VB plumb-humanities-2021 203 35 greater great JJR plumb-humanities-2021 203 36 influence influence NN plumb-humanities-2021 203 37 in in IN plumb-humanities-2021 203 38 the the DT plumb-humanities-2021 203 39 computa- computa- NNP plumb-humanities-2021 203 40 tional tional NNP plumb-humanities-2021 203 41 sciences sciences NNPS plumb-humanities-2021 203 42 , , , plumb-humanities-2021 203 43 make make VB plumb-humanities-2021 203 44 the the DT plumb-humanities-2021 203 45 history history NN plumb-humanities-2021 203 46 of of IN plumb-humanities-2021 203 47 literary literary JJ plumb-humanities-2021 203 48 studies study NNS plumb-humanities-2021 203 49 more more RBR plumb-humanities-2021 203 50 relevant relevant JJ plumb-humanities-2021 203 51 in in IN plumb-humanities-2021 203 52 the the DT plumb-humanities-2021 203 53 evolution evolution NN plumb-humanities-2021 203 54 of of IN plumb-humanities-2021 203 55 machine machine NN plumb-humanities-2021 203 56 learning learning NN plumb-humanities-2021 203 57 techniques technique NNS plumb-humanities-2021 203 58 , , , plumb-humanities-2021 203 59 and and CC plumb-humanities-2021 203 60 better well RBR plumb-humanities-2021 203 61 serve serve VB plumb-humanities-2021 203 62 our -PRON- PRP$ plumb-humanities-2021 203 63 shared share VBN plumb-humanities-2021 203 64 social social JJ plumb-humanities-2021 203 65 values value NNS plumb-humanities-2021 203 66 ? ? . plumb-humanities-2021 204 1 References References NNPS plumb-humanities-2021 204 2 Algee Algee NNP plumb-humanities-2021 204 3 - - HYPH plumb-humanities-2021 204 4 Hewitt Hewitt NNP plumb-humanities-2021 204 5 , , , plumb-humanities-2021 204 6 Mark Mark NNP plumb-humanities-2021 204 7 . . . plumb-humanities-2021 205 1 2015 2015 CD plumb-humanities-2021 205 2 . . . plumb-humanities-2021 206 1 “ " `` plumb-humanities-2021 206 2 The the DT plumb-humanities-2021 206 3 Order order NN plumb-humanities-2021 206 4 of of IN plumb-humanities-2021 206 5 Poetry Poetry NNP plumb-humanities-2021 206 6 : : : plumb-humanities-2021 206 7 Information Information NNP plumb-humanities-2021 206 8 , , , plumb-humanities-2021 206 9 Aesthetics Aesthetics NNP plumb-humanities-2021 206 10 and and CC plumb-humanities-2021 206 11 Jakobson Jakobson NNP plumb-humanities-2021 206 12 ’s ’s POS plumb-humanities-2021 206 13 The- The- NNP plumb-humanities-2021 206 14 ory ory NN plumb-humanities-2021 206 15 of of IN plumb-humanities-2021 206 16 Literary Literary NNP plumb-humanities-2021 206 17 Communication Communication NNP plumb-humanities-2021 206 18 . . . plumb-humanities-2021 206 19 ” " '' plumb-humanities-2021 206 20 Presented present VBN plumb-humanities-2021 206 21 at at IN plumb-humanities-2021 206 22 the the DT plumb-humanities-2021 206 23 Russian Russian NNP plumb-humanities-2021 206 24 Formalism Formalism NNP plumb-humanities-2021 206 25 & & CC plumb-humanities-2021 206 26 the the DT plumb-humanities-2021 206 27 Digital Digital NNP plumb-humanities-2021 206 28 Hu- Hu- NNP plumb-humanities-2021 206 29 manities manitie VBZ plumb-humanities-2021 206 30 Conference Conference NNP plumb-humanities-2021 206 31 , , , plumb-humanities-2021 206 32 April April NNP plumb-humanities-2021 206 33 13 13 CD plumb-humanities-2021 206 34 , , , plumb-humanities-2021 206 35 Stanford Stanford NNP plumb-humanities-2021 206 36 University University NNP plumb-humanities-2021 206 37 , , , plumb-humanities-2021 206 38 Palo Palo NNP plumb-humanities-2021 206 39 Alto Alto NNP plumb-humanities-2021 206 40 , , , plumb-humanities-2021 206 41 CA CA NNP plumb-humanities-2021 206 42 . . . plumb-humanities-2021 207 1 ? ? . plumb-humanities-2021 207 2 iiTb iitb UH plumb-humanities-2021 207 3 , , , plumb-humanities-2021 207 4 ff ff NNP plumb-humanities-2021 207 5 / / , plumb-humanities-2021 207 6 B;Bi B;Bi NNP plumb-humanities-2021 207 7 � � JJ plumb-humanities-2021 207 8 H h NN plumb-humanities-2021 207 9 ? ? . plumb-humanities-2021 208 1 mK mk DT plumb-humanities-2021 208 2 � � NNP plumb-humanities-2021 208 3 MBiB2bXbi mbib2bxbi CD plumb-humanities-2021 208 4 � � NNP plumb-humanities-2021 208 5 M7Q`/X2 m7q`/x2 NN plumb-humanities-2021 208 6 / / , plumb-humanities-2021 208 7 mf`mbbB mf`mbbB NNP plumb-humanities-2021 208 8 � � NNP plumb-humanities-2021 208 9 M@7Q`K m@7q`k NN plumb-humanities-2021 208 10 � � NN plumb-humanities-2021 208 11 HBbK@/B;Bi hbbk@/b;bi NN plumb-humanities-2021 208 12 � � . plumb-humanities-2021 208 13 H@?mK h@?mk NN plumb-humanities-2021 208 14 � � . plumb-humanities-2021 208 15 MBiB2b MBiB2b NNP plumb-humanities-2021 208 16 . . . plumb-humanities-2021 209 1 Algee Algee NNP plumb-humanities-2021 209 2 - - HYPH plumb-humanities-2021 209 3 Hewitt Hewitt NNP plumb-humanities-2021 209 4 , , , plumb-humanities-2021 209 5 Mark Mark NNP plumb-humanities-2021 209 6 . . . plumb-humanities-2021 210 1 2019 2019 CD plumb-humanities-2021 210 2 . . . plumb-humanities-2021 211 1 “ " `` plumb-humanities-2021 211 2 Criticism criticism NN plumb-humanities-2021 211 3 , , , plumb-humanities-2021 211 4 Augmented Augmented NNP plumb-humanities-2021 211 5 . . . plumb-humanities-2021 211 6 ” " '' plumb-humanities-2021 211 7 In in IN plumb-humanities-2021 211 8 the the DT plumb-humanities-2021 211 9 Moment Moment NNP plumb-humanities-2021 211 10 ( ( -LRB- plumb-humanities-2021 211 11 blog blog NN plumb-humanities-2021 211 12 ) ) -RRB- plumb-humanities-2021 211 13 . . . plumb-humanities-2021 212 1 April April NNP plumb-humanities-2021 212 2 1 1 CD plumb-humanities-2021 212 3 , , , plumb-humanities-2021 212 4 2019 2019 CD plumb-humanities-2021 212 5 . . . plumb-humanities-2021 213 1 ? ? . plumb-humanities-2021 213 2 iiTb iitb UH plumb-humanities-2021 213 3 , , , plumb-humanities-2021 213 4 ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfy9fyRf+QKTmi ff+`bibm[xrq`/t`2bbx+qkfkyrnfy9fyrf+qktmi ADD plumb-humanities-2021 213 5 � � NNP plumb-humanities-2021 213 6 iBQM ibqm NN plumb-humanities-2021 213 7 � � NNP plumb-humanities-2021 213 8 H@HBi2` H@HBi2` NNP plumb-humanities-2021 213 9 � � NNP plumb-humanities-2021 213 10 `v@ `v@ NNP plumb-humanities-2021 213 11 bim bim NN plumb-humanities-2021 213 12 / / SYM plumb-humanities-2021 213 13 B2b@T b2b@t IN plumb-humanities-2021 213 14 � � NNP plumb-humanities-2021 213 15 `iB+BT `ib+bt NN plumb-humanities-2021 213 16 � � NNP plumb-humanities-2021 213 17 Mi@7Q`mK@`2bTQMb2bf Mi@7Q`mK@`2bTQMb2bf : plumb-humanities-2021 213 18 . . . plumb-humanities-2021 214 1 Allen Allen NNP plumb-humanities-2021 214 2 , , , plumb-humanities-2021 214 3 Carl Carl NNP plumb-humanities-2021 214 4 , , , plumb-humanities-2021 214 5 and and CC plumb-humanities-2021 214 6 Timothy Timothy NNP plumb-humanities-2021 214 7 Hospedales Hospedales NNP plumb-humanities-2021 214 8 . . . plumb-humanities-2021 215 1 2019 2019 CD plumb-humanities-2021 215 2 . . . plumb-humanities-2021 216 1 “ " `` plumb-humanities-2021 216 2 Analogies Analogies NNPS plumb-humanities-2021 216 3 Explained explain VBD plumb-humanities-2021 216 4 : : : plumb-humanities-2021 216 5 Towards towards IN plumb-humanities-2021 216 6 Understanding Understanding NNP plumb-humanities-2021 216 7 Word Word NNP plumb-humanities-2021 216 8 Embeddings embedding NNS plumb-humanities-2021 216 9 . . . plumb-humanities-2021 216 10 ” " '' plumb-humanities-2021 216 11 In in IN plumb-humanities-2021 216 12 International International NNP plumb-humanities-2021 216 13 Conference Conference NNP plumb-humanities-2021 216 14 on on IN plumb-humanities-2021 216 15 Machine Machine NNP plumb-humanities-2021 216 16 Learning Learning NNP plumb-humanities-2021 216 17 , , , plumb-humanities-2021 216 18 223–31 223–31 CD plumb-humanities-2021 216 19 . . . plumb-humanities-2021 217 1 PMLR PMLR NNP plumb-humanities-2021 217 2 . . . plumb-humanities-2021 218 1 ? ? . plumb-humanities-2021 218 2 iiT iiT VBN plumb-humanities-2021 218 3 , , , plumb-humanities-2021 218 4 ffT`Q+22 ffT`Q+22 NNP plumb-humanities-2021 218 5 / / SYM plumb-humanities-2021 218 6 BM;bXKH`XT`2bbfpNdf BM;bXKH`XT`2bbfpNdf NNS plumb-humanities-2021 218 7 � � NNP plumb-humanities-2021 218 8 HH2MRN HH2MRN NNP plumb-humanities-2021 218 9 � � NN plumb-humanities-2021 218 10 X?iKH x?ikh NN plumb-humanities-2021 218 11 . . . plumb-humanities-2021 219 1 18Linguistics 18linguistics CD plumb-humanities-2021 219 2 scholars scholar NNS plumb-humanities-2021 219 3 are be VBP plumb-humanities-2021 219 4 also also RB plumb-humanities-2021 219 5 adopting adopt VBG plumb-humanities-2021 219 6 computational computational JJ plumb-humanities-2021 219 7 models model NNS plumb-humanities-2021 219 8 to to TO plumb-humanities-2021 219 9 make make VB plumb-humanities-2021 219 10 progress progress NN plumb-humanities-2021 219 11 with with IN plumb-humanities-2021 219 12 theories theory NNS plumb-humanities-2021 219 13 related relate VBN plumb-humanities-2021 219 14 to to IN plumb-humanities-2021 219 15 semantic semantic JJ plumb-humanities-2021 219 16 sim- sim- NN plumb-humanities-2021 219 17 ilarity ilarity NN plumb-humanities-2021 219 18 . . . plumb-humanities-2021 220 1 For for IN plumb-humanities-2021 220 2 instance instance NN plumb-humanities-2021 220 3 , , , plumb-humanities-2021 220 4 see see VB plumb-humanities-2021 220 5 Potts Potts NNP plumb-humanities-2021 220 6 2019 2019 CD plumb-humanities-2021 220 7 . . . plumb-humanities-2021 221 1 19See 19see CD plumb-humanities-2021 221 2 Lin Lin NNP plumb-humanities-2021 221 3 1998 1998 CD plumb-humanities-2021 221 4 , , , plumb-humanities-2021 221 5 for for IN plumb-humanities-2021 221 6 example example NN plumb-humanities-2021 221 7 . . . plumb-humanities-2021 222 1 https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities XX plumb-humanities-2021 222 2 https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities https://digitalhumanities.stanford.edu/russian-formalism-digital-humanities XX plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 222 5 http://proceedings.mlr.press/v97/allen19a.html http://proceedings.mlr.press/v97/allen19a.html NNP plumb-humanities-2021 222 6 40 40 CD plumb-humanities-2021 222 7 Machine Machine NNP plumb-humanities-2021 222 8 Learning Learning NNP plumb-humanities-2021 222 9 , , , plumb-humanities-2021 222 10 Libraries Libraries NNPS plumb-humanities-2021 222 11 , , , plumb-humanities-2021 222 12 and and CC plumb-humanities-2021 222 13 Cross Cross NNP plumb-humanities-2021 222 14 - - NNP plumb-humanities-2021 222 15 Disciplinary Disciplinary NNP plumb-humanities-2021 222 16 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 222 17 3 3 CD plumb-humanities-2021 222 18 Argamon Argamon NNP plumb-humanities-2021 222 19 , , , plumb-humanities-2021 222 20 Shlomo Shlomo NNP plumb-humanities-2021 222 21 and and CC plumb-humanities-2021 222 22 Mark Mark NNP plumb-humanities-2021 222 23 Olsen Olsen NNP plumb-humanities-2021 222 24 . . . plumb-humanities-2021 223 1 2009 2009 CD plumb-humanities-2021 223 2 . . . plumb-humanities-2021 224 1 “ " `` plumb-humanities-2021 224 2 Words word NNS plumb-humanities-2021 224 3 , , , plumb-humanities-2021 224 4 Patterns Patterns NNPS plumb-humanities-2021 224 5 and and CC plumb-humanities-2021 224 6 Documents document NNS plumb-humanities-2021 224 7 : : : plumb-humanities-2021 224 8 Experiments experiment NNS plumb-humanities-2021 224 9 in in IN plumb-humanities-2021 224 10 Machine Machine NNP plumb-humanities-2021 224 11 Learning Learning NNP plumb-humanities-2021 224 12 and and CC plumb-humanities-2021 224 13 Text Text NNP plumb-humanities-2021 224 14 Analysis Analysis NNP plumb-humanities-2021 224 15 . . . plumb-humanities-2021 224 16 ” " '' plumb-humanities-2021 224 17 Digital Digital NNP plumb-humanities-2021 224 18 Humanities Humanities NNP plumb-humanities-2021 224 19 Quarterly Quarterly NNP plumb-humanities-2021 224 20 3 3 CD plumb-humanities-2021 224 21 ( ( -LRB- plumb-humanities-2021 224 22 2 2 CD plumb-humanities-2021 224 23 ) ) -RRB- plumb-humanities-2021 224 24 . . . plumb-humanities-2021 225 1 ? ? . plumb-humanities-2021 225 2 iiT iiT VBN plumb-humanities-2021 225 3 , , , plumb-humanities-2021 225 4 ffrrrX ffrrrX NNP plumb-humanities-2021 225 5 /B;Bi /B;Bi . plumb-humanities-2021 225 6 � � NNP plumb-humanities-2021 225 7 H?mK H?mK NNP plumb-humanities-2021 225 8 � � NNP plumb-humanities-2021 225 9 MBiB2bXQ`;f/?[fpQHfjfkfyyyy9Rfyyyy9RX?iKH MBiB2bXQ`;f/?[fpQHfjfkfyyyy9Rfyyyy9RX?iKH NNP plumb-humanities-2021 225 10 . . . plumb-humanities-2021 226 1 Bode Bode NNP plumb-humanities-2021 226 2 , , , plumb-humanities-2021 226 3 Katherine Katherine NNP plumb-humanities-2021 226 4 . . . plumb-humanities-2021 227 1 2020 2020 CD plumb-humanities-2021 227 2 . . . plumb-humanities-2021 228 1 “ " `` plumb-humanities-2021 228 2 Why why WRB plumb-humanities-2021 228 3 You -PRON- PRP plumb-humanities-2021 228 4 Ca can MD plumb-humanities-2021 228 5 n’t not RB plumb-humanities-2021 228 6 Model model VB plumb-humanities-2021 228 7 Away away RB plumb-humanities-2021 228 8 Bias Bias NNP plumb-humanities-2021 228 9 . . . plumb-humanities-2021 228 10 ” " '' plumb-humanities-2021 228 11 Modern Modern NNP plumb-humanities-2021 228 12 Language Language NNP plumb-humanities-2021 228 13 Quarterly Quarterly NNP plumb-humanities-2021 228 14 81 81 CD plumb-humanities-2021 228 15 ( ( -LRB- plumb-humanities-2021 228 16 1 1 CD plumb-humanities-2021 228 17 ) ) -RRB- plumb-humanities-2021 228 18 : : : plumb-humanities-2021 228 19 95–124 95–124 CD plumb-humanities-2021 228 20 . . . plumb-humanities-2021 229 1 ? ? . plumb-humanities-2021 229 2 iiTb iitb UH plumb-humanities-2021 229 3 , , , plumb-humanities-2021 229 4 ff ff FW plumb-humanities-2021 229 5 / / NFP plumb-humanities-2021 229 6 QBXQ`;fRyXRkR8fyykedNkN@dNjjRyk qbxq`;fryxrkr8fyykednkn@dnjjryk NN plumb-humanities-2021 229 7 . . . plumb-humanities-2021 230 1 Buurma Buurma NNP plumb-humanities-2021 230 2 , , , plumb-humanities-2021 230 3 Rachel Rachel NNP plumb-humanities-2021 230 4 Sagner Sagner NNP plumb-humanities-2021 230 5 , , , plumb-humanities-2021 230 6 and and CC plumb-humanities-2021 230 7 Laura Laura NNP plumb-humanities-2021 230 8 Heffernan Heffernan NNP plumb-humanities-2021 230 9 . . . plumb-humanities-2021 231 1 2018 2018 CD plumb-humanities-2021 231 2 . . . plumb-humanities-2021 232 1 “ " `` plumb-humanities-2021 232 2 Search Search NNP plumb-humanities-2021 232 3 and and CC plumb-humanities-2021 232 4 Replace replace NN plumb-humanities-2021 232 5 : : : plumb-humanities-2021 232 6 Josephine Josephine NNP plumb-humanities-2021 232 7 Miles Miles NNP plumb-humanities-2021 232 8 and and CC plumb-humanities-2021 232 9 the the DT plumb-humanities-2021 232 10 Origins Origins NNPS plumb-humanities-2021 232 11 of of IN plumb-humanities-2021 232 12 Distant Distant NNP plumb-humanities-2021 232 13 Reading reading NN plumb-humanities-2021 232 14 . . . plumb-humanities-2021 232 15 ” " '' plumb-humanities-2021 232 16 Modernism Modernism NNP plumb-humanities-2021 232 17 / / SYM plumb-humanities-2021 232 18 Modernity Modernity NNP plumb-humanities-2021 232 19 Print+ Print+ NNP plumb-humanities-2021 232 20 3 3 CD plumb-humanities-2021 232 21 , , , plumb-humanities-2021 232 22 Cycle cycle NN plumb-humanities-2021 232 23 1 1 CD plumb-humanities-2021 232 24 ( ( -LRB- plumb-humanities-2021 232 25 April April NNP plumb-humanities-2021 232 26 ) ) -RRB- plumb-humanities-2021 232 27 . . . plumb-humanities-2021 233 1 ? ? . plumb-humanities-2021 233 2 iiTb iitb UH plumb-humanities-2021 233 3 , , , plumb-humanities-2021 233 4 ffKQ/2`MBbKKQ/2`MBivXQ`;f7Q`mKbfTQbibfb2 ffkq/2`mbbkkq/2`mbivxq`;f7q`mkbftqbibfb2 CD plumb-humanities-2021 233 5 � � NNP plumb-humanities-2021 233 6 `+?@ `+?@ CD plumb-humanities-2021 233 7 � � NNP plumb-humanities-2021 233 8 M/@`2TH M/@`2TH NNP plumb-humanities-2021 233 9 � � NNP plumb-humanities-2021 233 10 +2 +2 NNP plumb-humanities-2021 233 11 . . . plumb-humanities-2021 234 1 Camacho Camacho NNP plumb-humanities-2021 234 2 - - HYPH plumb-humanities-2021 234 3 Collados Collados NNP plumb-humanities-2021 234 4 , , , plumb-humanities-2021 234 5 Jose Jose NNP plumb-humanities-2021 234 6 and and CC plumb-humanities-2021 234 7 Mohammad Mohammad NNP plumb-humanities-2021 234 8 Taher Taher NNP plumb-humanities-2021 234 9 Pilehvar Pilehvar NNP plumb-humanities-2021 234 10 . . . plumb-humanities-2021 235 1 2018 2018 CD plumb-humanities-2021 235 2 . . . plumb-humanities-2021 236 1 “ " `` plumb-humanities-2021 236 2 From from IN plumb-humanities-2021 236 3 Word Word NNP plumb-humanities-2021 236 4 To to IN plumb-humanities-2021 236 5 Sense Sense NNP plumb-humanities-2021 236 6 Embed- Embed- NNP plumb-humanities-2021 236 7 dings ding NNS plumb-humanities-2021 236 8 : : : plumb-humanities-2021 236 9 A a DT plumb-humanities-2021 236 10 Survey Survey NNP plumb-humanities-2021 236 11 on on IN plumb-humanities-2021 236 12 Vector Vector NNP plumb-humanities-2021 236 13 Representations Representations NNPS plumb-humanities-2021 236 14 of of IN plumb-humanities-2021 236 15 Meaning Meaning NNP plumb-humanities-2021 236 16 . . . plumb-humanities-2021 236 17 ” " '' plumb-humanities-2021 236 18 Journal Journal NNP plumb-humanities-2021 236 19 of of IN plumb-humanities-2021 236 20 Artificial Artificial NNP plumb-humanities-2021 236 21 Intelligence Intelligence NNP plumb-humanities-2021 236 22 Research Research NNP plumb-humanities-2021 236 23 63 63 CD plumb-humanities-2021 236 24 ( ( -LRB- plumb-humanities-2021 236 25 December December NNP plumb-humanities-2021 236 26 ) ) -RRB- plumb-humanities-2021 236 27 : : : plumb-humanities-2021 236 28 743–88 743–88 CD plumb-humanities-2021 236 29 . . . plumb-humanities-2021 237 1 ? ? . plumb-humanities-2021 237 2 iiTb iitb UH plumb-humanities-2021 237 3 , , , plumb-humanities-2021 237 4 ff ff VB plumb-humanities-2021 237 5 / / NFP plumb-humanities-2021 237 6 QBXQ`;fRyXReRjfD QBXQ`;fRyXReRjfD NNP plumb-humanities-2021 237 7 � � NNP plumb-humanities-2021 237 8 B`XRXRRk8N. B`XRXRRk8N. . plumb-humanities-2021 238 1 Chander Chander NNP plumb-humanities-2021 238 2 , , , plumb-humanities-2021 238 3 Manu Manu NNP plumb-humanities-2021 238 4 Samriti Samriti NNP plumb-humanities-2021 238 5 . . . plumb-humanities-2021 239 1 2017 2017 CD plumb-humanities-2021 239 2 . . . plumb-humanities-2021 240 1 Brown Brown NNP plumb-humanities-2021 240 2 Romantics Romantics NNP plumb-humanities-2021 240 3 : : : plumb-humanities-2021 240 4 Poetry Poetry NNP plumb-humanities-2021 240 5 and and CC plumb-humanities-2021 240 6 Nationalism Nationalism NNP plumb-humanities-2021 240 7 in in IN plumb-humanities-2021 240 8 the the DT plumb-humanities-2021 240 9 Global Global NNP plumb-humanities-2021 240 10 Nine- Nine- NNP plumb-humanities-2021 240 11 teenth teenth JJ plumb-humanities-2021 240 12 Century century NN plumb-humanities-2021 240 13 . . . plumb-humanities-2021 241 1 Lewisburg Lewisburg NNP plumb-humanities-2021 241 2 , , , plumb-humanities-2021 241 3 PA pa NN plumb-humanities-2021 241 4 : : : plumb-humanities-2021 241 5 Bucknell Bucknell NNP plumb-humanities-2021 241 6 University University NNP plumb-humanities-2021 241 7 Press Press NNP plumb-humanities-2021 241 8 . . . plumb-humanities-2021 242 1 Critical critical JJ plumb-humanities-2021 242 2 Inquiry Inquiry NNP plumb-humanities-2021 242 3 . . . plumb-humanities-2021 243 1 2019 2019 CD plumb-humanities-2021 243 2 . . . plumb-humanities-2021 244 1 “ " `` plumb-humanities-2021 244 2 Computational Computational NNP plumb-humanities-2021 244 3 Literary Literary NNP plumb-humanities-2021 244 4 Studies Studies NNPS plumb-humanities-2021 244 5 : : : plumb-humanities-2021 244 6 A a DT plumb-humanities-2021 244 7 Critical Critical NNP plumb-humanities-2021 244 8 Inquiry Inquiry NNP plumb-humanities-2021 244 9 Online Online NNP plumb-humanities-2021 244 10 Forum Forum NNP plumb-humanities-2021 244 11 . . . plumb-humanities-2021 244 12 ” " '' plumb-humanities-2021 244 13 In in IN plumb-humanities-2021 244 14 the the DT plumb-humanities-2021 244 15 Moment Moment NNP plumb-humanities-2021 244 16 ( ( -LRB- plumb-humanities-2021 244 17 blog blog NN plumb-humanities-2021 244 18 ) ) -RRB- plumb-humanities-2021 244 19 . . . plumb-humanities-2021 245 1 March March NNP plumb-humanities-2021 245 2 31 31 CD plumb-humanities-2021 245 3 , , , plumb-humanities-2021 245 4 2019 2019 CD plumb-humanities-2021 245 5 . . . plumb-humanities-2021 246 1 ? ? . plumb-humanities-2021 246 2 iiTb iitb UH plumb-humanities-2021 246 3 , , , plumb-humanities-2021 246 4 ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfyjf ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfyjf NNP plumb-humanities-2021 246 5 jRf+QKTmi jRf+QKTmi NNP plumb-humanities-2021 246 6 � � NNP plumb-humanities-2021 246 7 iBQM ibqm NN plumb-humanities-2021 246 8 � � NN plumb-humanities-2021 246 9 H@HBi2` H@HBi2` NNP plumb-humanities-2021 246 10 � � NNP plumb-humanities-2021 246 11 `v@bim `v@bim , plumb-humanities-2021 246 12 / / SYM plumb-humanities-2021 246 13 B2b@ b2b@ PDT plumb-humanities-2021 246 14 � � NNS plumb-humanities-2021 246 15 @+`BiB+ @+`BiB+ . plumb-humanities-2021 246 16 � � NNP plumb-humanities-2021 246 17 H@BM[mB`v@QMHBM2@7Q`m H@BM[mB`v@QMHBM2@7Q`m NNP plumb-humanities-2021 246 18 Kf Kf NNP plumb-humanities-2021 246 19 . . . plumb-humanities-2021 247 1 Da Da NNP plumb-humanities-2021 247 2 , , , plumb-humanities-2021 247 3 Nan Nan NNP plumb-humanities-2021 247 4 Z. Z. NNP plumb-humanities-2021 248 1 2019 2019 CD plumb-humanities-2021 248 2 . . . plumb-humanities-2021 249 1 “ " `` plumb-humanities-2021 249 2 The the DT plumb-humanities-2021 249 3 Computational Computational NNP plumb-humanities-2021 249 4 Case Case NNP plumb-humanities-2021 249 5 against against IN plumb-humanities-2021 249 6 Computational Computational NNP plumb-humanities-2021 249 7 Literary Literary NNP plumb-humanities-2021 249 8 Studies Studies NNPS plumb-humanities-2021 249 9 . . . plumb-humanities-2021 249 10 ” " '' plumb-humanities-2021 249 11 Critical critical JJ plumb-humanities-2021 249 12 Inquiry Inquiry NNP plumb-humanities-2021 249 13 45 45 CD plumb-humanities-2021 249 14 ( ( -LRB- plumb-humanities-2021 249 15 3 3 CD plumb-humanities-2021 249 16 ) ) -RRB- plumb-humanities-2021 249 17 : : : plumb-humanities-2021 249 18 601–39 601–39 CD plumb-humanities-2021 249 19 . . . plumb-humanities-2021 250 1 ? ? . plumb-humanities-2021 250 2 iiTb iitb UH plumb-humanities-2021 250 3 , , , plumb-humanities-2021 250 4 ff ff NNP plumb-humanities-2021 250 5 / / SYM plumb-humanities-2021 250 6 QBXQ`;fRyXRy3efdyk8N9 QBXQ`;fRyXRy3efdyk8N9 NNP plumb-humanities-2021 250 7 . . . plumb-humanities-2021 251 1 D’Ignazio D’Ignazio NNP plumb-humanities-2021 251 2 , , , plumb-humanities-2021 251 3 Catherine Catherine NNP plumb-humanities-2021 251 4 , , , plumb-humanities-2021 251 5 and and CC plumb-humanities-2021 251 6 Lauren Lauren NNP plumb-humanities-2021 251 7 Klein Klein NNP plumb-humanities-2021 251 8 . . . plumb-humanities-2021 252 1 2020 2020 CD plumb-humanities-2021 252 2 . . . plumb-humanities-2021 253 1 Data Data NNP plumb-humanities-2021 253 2 Feminism Feminism NNP plumb-humanities-2021 253 3 . . . plumb-humanities-2021 254 1 Cambridge Cambridge NNP plumb-humanities-2021 254 2 : : : plumb-humanities-2021 254 3 MIT MIT NNP plumb-humanities-2021 254 4 Press Press NNP plumb-humanities-2021 254 5 . . . plumb-humanities-2021 255 1 Douglas Douglas NNP plumb-humanities-2021 255 2 , , , plumb-humanities-2021 255 3 Samantha Samantha NNP plumb-humanities-2021 255 4 , , , plumb-humanities-2021 255 5 Dan Dan NNP plumb-humanities-2021 255 6 Dirilo Dirilo NNP plumb-humanities-2021 255 7 , , , plumb-humanities-2021 255 8 Taylor Taylor NNP plumb-humanities-2021 255 9 - - HYPH plumb-humanities-2021 255 10 Dawn Dawn NNP plumb-humanities-2021 255 11 Francis Francis NNP plumb-humanities-2021 255 12 , , , plumb-humanities-2021 255 13 Keith Keith NNP plumb-humanities-2021 255 14 Giles Giles NNP plumb-humanities-2021 255 15 , , , plumb-humanities-2021 255 16 and and CC plumb-humanities-2021 255 17 Marisa Marisa NNP plumb-humanities-2021 255 18 Plumb Plumb NNP plumb-humanities-2021 255 19 . . . plumb-humanities-2021 256 1 n.d n.d NNP plumb-humanities-2021 256 2 . . . plumb-humanities-2021 256 3 “ " `` plumb-humanities-2021 256 4 The the DT plumb-humanities-2021 256 5 Bengal Bengal NNP plumb-humanities-2021 256 6 Annual Annual NNP plumb-humanities-2021 256 7 : : : plumb-humanities-2021 256 8 A a DT plumb-humanities-2021 256 9 Digital Digital NNP plumb-humanities-2021 256 10 Exploration Exploration NNP plumb-humanities-2021 256 11 of of IN plumb-humanities-2021 256 12 Non non JJ plumb-humanities-2021 256 13 - - JJ plumb-humanities-2021 256 14 Canonical canonical JJ plumb-humanities-2021 256 15 British British NNP plumb-humanities-2021 256 16 Romantic Romantic NNP plumb-humanities-2021 256 17 Litera- Litera- NNP plumb-humanities-2021 256 18 ture ture NN plumb-humanities-2021 256 19 . . . plumb-humanities-2021 256 20 ” " '' plumb-humanities-2021 256 21 ? ? . plumb-humanities-2021 256 22 iiTb iitb UH plumb-humanities-2021 256 23 , , , plumb-humanities-2021 256 24 ffb+ ffb+ FW plumb-humanities-2021 256 25 � � NNP plumb-humanities-2021 256 26 H h NN plumb-humanities-2021 256 27 � � NN plumb-humanities-2021 256 28 `Xmb+X2 `Xmb+X2 '' plumb-humanities-2021 256 29 / / SYM plumb-humanities-2021 256 30 mfrQ`Fbfi?2@#2M; mfrq`fbfi?2@#2m; CD plumb-humanities-2021 256 31 � � NN plumb-humanities-2021 256 32 H@ h@ NN plumb-humanities-2021 256 33 � � , plumb-humanities-2021 256 34 MMm MMm NNS plumb-humanities-2021 256 35 � � NNP plumb-humanities-2021 256 36 HfBM/2 HfBM/2 NNP plumb-humanities-2021 256 37 t t XX plumb-humanities-2021 256 38 . . . plumb-humanities-2021 257 1 Dubin Dubin NNP plumb-humanities-2021 257 2 , , , plumb-humanities-2021 257 3 David David NNP plumb-humanities-2021 257 4 . . . plumb-humanities-2021 258 1 2004 2004 CD plumb-humanities-2021 258 2 . . . plumb-humanities-2021 259 1 “ " `` plumb-humanities-2021 259 2 The the DT plumb-humanities-2021 259 3 Most Most NNP plumb-humanities-2021 259 4 Influential Influential NNP plumb-humanities-2021 259 5 Paper Paper NNP plumb-humanities-2021 259 6 Gerard Gerard NNP plumb-humanities-2021 259 7 Salton Salton NNP plumb-humanities-2021 259 8 Never Never NNP plumb-humanities-2021 259 9 Wrote write VBD plumb-humanities-2021 259 10 . . . plumb-humanities-2021 259 11 ” " '' plumb-humanities-2021 259 12 Library Library NNP plumb-humanities-2021 259 13 Trends Trends NNP plumb-humanities-2021 259 14 52 52 CD plumb-humanities-2021 259 15 ( ( -LRB- plumb-humanities-2021 259 16 4 4 CD plumb-humanities-2021 259 17 ) ) -RRB- plumb-humanities-2021 259 18 : : : plumb-humanities-2021 259 19 748–64 748–64 CD plumb-humanities-2021 259 20 . . . plumb-humanities-2021 260 1 ? ? . plumb-humanities-2021 260 2 iiTb iitb UH plumb-humanities-2021 260 3 , , , plumb-humanities-2021 260 4 ffrrrXB/2 ffrrrXB/2 NNP plumb-humanities-2021 260 5 � � NNP plumb-humanities-2021 260 6 HbXBHHBMQBbX2 HbXBHHBMQBbX2 NNP plumb-humanities-2021 260 7 / / SYM plumb-humanities-2021 260 8 mf#Bibi`2 mf#Bibi`2 NNP plumb-humanities-2021 260 9 � � NNP plumb-humanities-2021 260 10 Kf? Kf? NNP plumb-humanities-2021 260 11 � � NNP plumb-humanities-2021 260 12 M M NNP plumb-humanities-2021 260 13 / / SYM plumb-humanities-2021 260 14 H2fkR9 H2fkR9 NNP plumb-humanities-2021 260 15 kfReNdf.m#BMd93de9XT/7?b2[m2M+24k kfReNdf.m#BMd93de9XT/7?b2[m2M+24k NNP plumb-humanities-2021 260 16 . . . plumb-humanities-2021 261 1 Firth Firth NNP plumb-humanities-2021 261 2 , , , plumb-humanities-2021 261 3 J.R. J.R. NNP plumb-humanities-2021 261 4 1957 1957 CD plumb-humanities-2021 261 5 . . . plumb-humanities-2021 262 1 “ " `` plumb-humanities-2021 262 2 A a DT plumb-humanities-2021 262 3 Synopsis Synopsis NNP plumb-humanities-2021 262 4 of of IN plumb-humanities-2021 262 5 Linguistic linguistic JJ plumb-humanities-2021 262 6 Theory Theory NNP plumb-humanities-2021 262 7 . . . plumb-humanities-2021 262 8 ” " '' plumb-humanities-2021 262 9 In in IN plumb-humanities-2021 262 10 Studies Studies NNPS plumb-humanities-2021 262 11 in in IN plumb-humanities-2021 262 12 Linguistic Linguistic NNP plumb-humanities-2021 262 13 Analysis Analysis NNP plumb-humanities-2021 262 14 , , , plumb-humanities-2021 262 15 1–32 1–32 CD plumb-humanities-2021 262 16 . . . plumb-humanities-2021 263 1 Oxford Oxford NNP plumb-humanities-2021 263 2 : : : plumb-humanities-2021 263 3 Blackwell Blackwell NNP plumb-humanities-2021 263 4 . . . plumb-humanities-2021 264 1 Gagliano Gagliano NNP plumb-humanities-2021 264 2 , , , plumb-humanities-2021 264 3 Andrea Andrea NNP plumb-humanities-2021 264 4 , , , plumb-humanities-2021 264 5 Emily Emily NNP plumb-humanities-2021 264 6 Paul Paul NNP plumb-humanities-2021 264 7 , , , plumb-humanities-2021 264 8 Kyle Kyle NNP plumb-humanities-2021 264 9 Booten Booten NNP plumb-humanities-2021 264 10 , , , plumb-humanities-2021 264 11 and and CC plumb-humanities-2021 264 12 Marti Marti NNP plumb-humanities-2021 264 13 A. A. NNP plumb-humanities-2021 264 14 Hearst Hearst NNP plumb-humanities-2021 264 15 . . . plumb-humanities-2021 265 1 2019 2019 CD plumb-humanities-2021 265 2 . . . plumb-humanities-2021 266 1 “ " `` plumb-humanities-2021 266 2 Intersecting intersect VBG plumb-humanities-2021 266 3 Word Word NNP plumb-humanities-2021 266 4 Vectors Vectors NNPS plumb-humanities-2021 266 5 to to TO plumb-humanities-2021 266 6 Take take VB plumb-humanities-2021 266 7 Figurative figurative JJ plumb-humanities-2021 266 8 Language Language NNP plumb-humanities-2021 266 9 to to IN plumb-humanities-2021 266 10 New New NNP plumb-humanities-2021 266 11 Heights Heights NNP plumb-humanities-2021 266 12 . . . plumb-humanities-2021 266 13 ” " '' plumb-humanities-2021 266 14 In in IN plumb-humanities-2021 266 15 Proceedings Proceedings NNP plumb-humanities-2021 266 16 of of IN plumb-humanities-2021 266 17 the the DT plumb-humanities-2021 266 18 Fifth Fifth NNP plumb-humanities-2021 266 19 Workshop Workshop NNP plumb-humanities-2021 266 20 on on IN plumb-humanities-2021 266 21 Computational Computational NNP plumb-humanities-2021 266 22 Linguistics Linguistics NNP plumb-humanities-2021 266 23 for for IN plumb-humanities-2021 266 24 Literature Literature NNP plumb-humanities-2021 266 25 , , , plumb-humanities-2021 266 26 20 20 CD plumb-humanities-2021 266 27 - - SYM plumb-humanities-2021 266 28 31 31 CD plumb-humanities-2021 266 29 . . . plumb-humanities-2021 267 1 San San NNP plumb-humanities-2021 267 2 Diego Diego NNP plumb-humanities-2021 267 3 , , , plumb-humanities-2021 267 4 California California NNP plumb-humanities-2021 267 5 : : : plumb-humanities-2021 267 6 Association Association NNP plumb-humanities-2021 267 7 for for IN plumb-humanities-2021 267 8 Computational Computational NNP plumb-humanities-2021 267 9 Linguistics Linguistics NNP plumb-humanities-2021 267 10 . . . plumb-humanities-2021 268 1 ? ? . plumb-humanities-2021 268 2 iiTb iitb UH plumb-humanities-2021 268 3 , , , plumb-humanities-2021 268 4 ff ff FW plumb-humanities-2021 268 5 / / SYM plumb-humanities-2021 268 6 QBXQ`;fRyXR3e8jfpRfqRe@ykyj QBXQ`;fRyXR3e8jfpRfqRe@ykyj NNP plumb-humanities-2021 268 7 . . . plumb-humanities-2021 269 1 Gavin Gavin NNP plumb-humanities-2021 269 2 , , , plumb-humanities-2021 269 3 Michael Michael NNP plumb-humanities-2021 269 4 , , , plumb-humanities-2021 269 5 Collin Collin NNP plumb-humanities-2021 269 6 Jennings Jennings NNP plumb-humanities-2021 269 7 , , , plumb-humanities-2021 269 8 Lauren Lauren NNP plumb-humanities-2021 269 9 Kersey Kersey NNP plumb-humanities-2021 269 10 , , , plumb-humanities-2021 269 11 and and CC plumb-humanities-2021 269 12 Brad Brad NNP plumb-humanities-2021 269 13 Pasanek Pasanek NNP plumb-humanities-2021 269 14 . . . plumb-humanities-2021 270 1 2019 2019 CD plumb-humanities-2021 270 2 . . . plumb-humanities-2021 271 1 “ " `` plumb-humanities-2021 271 2 Spaces Spaces NNPS plumb-humanities-2021 271 3 of of IN plumb-humanities-2021 271 4 Meaning Meaning NNP plumb-humanities-2021 271 5 : : : plumb-humanities-2021 271 6 Conceptual conceptual JJ plumb-humanities-2021 271 7 History history NN plumb-humanities-2021 271 8 , , , plumb-humanities-2021 271 9 Vector Vector NNP plumb-humanities-2021 271 10 Semantics Semantics NNP plumb-humanities-2021 271 11 , , , plumb-humanities-2021 271 12 and and CC plumb-humanities-2021 271 13 Close close JJ plumb-humanities-2021 271 14 Reading reading NN plumb-humanities-2021 271 15 . . . plumb-humanities-2021 271 16 ” " '' plumb-humanities-2021 271 17 In in IN plumb-humanities-2021 271 18 Debates debate NNS plumb-humanities-2021 271 19 in in IN plumb-humanities-2021 271 20 the the DT plumb-humanities-2021 271 21 Digital Digital NNP plumb-humanities-2021 271 22 Hu- Hu- NNP plumb-humanities-2021 271 23 manities manitie VBZ plumb-humanities-2021 271 24 2019 2019 CD plumb-humanities-2021 271 25 , , , plumb-humanities-2021 271 26 edited edit VBN plumb-humanities-2021 271 27 by by IN plumb-humanities-2021 271 28 Matthew Matthew NNP plumb-humanities-2021 271 29 K. K. NNP plumb-humanities-2021 271 30 Gold Gold NNP plumb-humanities-2021 271 31 and and CC plumb-humanities-2021 271 32 Lauren Lauren NNP plumb-humanities-2021 271 33 F. F. NNP plumb-humanities-2021 271 34 Klein Klein NNP plumb-humanities-2021 271 35 , , , plumb-humanities-2021 271 36 243–267 243–267 CD plumb-humanities-2021 271 37 . . . plumb-humanities-2021 272 1 Minneapolis Minneapolis NNP plumb-humanities-2021 272 2 : : : plumb-humanities-2021 272 3 University University NNP plumb-humanities-2021 272 4 of of IN plumb-humanities-2021 272 5 Minnesota Minnesota NNP plumb-humanities-2021 272 6 Press Press NNP plumb-humanities-2021 272 7 . . . plumb-humanities-2021 273 1 Goldstone Goldstone NNP plumb-humanities-2021 273 2 , , , plumb-humanities-2021 273 3 Andrew Andrew NNP plumb-humanities-2021 273 4 . . . plumb-humanities-2021 274 1 2019 2019 CD plumb-humanities-2021 274 2 . . . plumb-humanities-2021 275 1 “ " `` plumb-humanities-2021 275 2 Teaching teach VBG plumb-humanities-2021 275 3 Quantitative quantitative JJ plumb-humanities-2021 275 4 Methods method NNS plumb-humanities-2021 275 5 : : : plumb-humanities-2021 275 6 What what WP plumb-humanities-2021 275 7 Makes make VBZ plumb-humanities-2021 275 8 It -PRON- PRP plumb-humanities-2021 275 9 Hard hard JJ plumb-humanities-2021 275 10 ( ( -LRB- plumb-humanities-2021 275 11 in in IN plumb-humanities-2021 275 12 Literary Literary NNP plumb-humanities-2021 275 13 Studies Studies NNP plumb-humanities-2021 275 14 ) ) -RRB- plumb-humanities-2021 275 15 . . . plumb-humanities-2021 275 16 ” " '' plumb-humanities-2021 275 17 In in IN plumb-humanities-2021 275 18 Debates debate NNS plumb-humanities-2021 275 19 in in IN plumb-humanities-2021 275 20 the the DT plumb-humanities-2021 275 21 Digital Digital NNP plumb-humanities-2021 275 22 Humanities Humanities NNP plumb-humanities-2021 275 23 2019 2019 CD plumb-humanities-2021 275 24 , , , plumb-humanities-2021 275 25 edited edit VBN plumb-humanities-2021 275 26 by by IN plumb-humanities-2021 275 27 Matthew Matthew NNP plumb-humanities-2021 275 28 K. K. NNP plumb-humanities-2021 275 29 Gold Gold NNP plumb-humanities-2021 275 30 and and CC plumb-humanities-2021 275 31 Lau- Lau- NNP plumb-humanities-2021 275 32 ren ren NNP plumb-humanities-2021 275 33 F. F. NNP plumb-humanities-2021 275 34 Klein Klein NNP plumb-humanities-2021 275 35 . . . plumb-humanities-2021 276 1 Minneapolis Minneapolis NNP plumb-humanities-2021 276 2 : : : plumb-humanities-2021 276 3 University University NNP plumb-humanities-2021 276 4 of of IN plumb-humanities-2021 276 5 Minnesota Minnesota NNP plumb-humanities-2021 276 6 Press Press NNP plumb-humanities-2021 276 7 . . . plumb-humanities-2021 277 1 ? ? . plumb-humanities-2021 277 2 iiTb iitb UH plumb-humanities-2021 277 3 , , , plumb-humanities-2021 277 4 ff/?/2# ff/?/2# NNP plumb-humanities-2021 277 5 � � NNP plumb-humanities-2021 277 6 i2bX;+X+ i2bX;+X+ NNP plumb-humanities-2021 277 7 mMvX2 mMvX2 NNP plumb-humanities-2021 277 8 / / SYM plumb-humanities-2021 277 9 mf`2 mf`2 NNP plumb-humanities-2021 277 10 � � NNP plumb-humanities-2021 277 11 /fmMiBiH2/@7k /fmMiBiH2/@7k NFP plumb-humanities-2021 277 12 � � NNS plumb-humanities-2021 277 13 +7dk+@ +7dk+@ DT plumb-humanities-2021 277 14 � � NN plumb-humanities-2021 277 15 9eN@9N/3@#2j8@ed7N 9en@9n/3@#2j8@ed7n NN plumb-humanities-2021 277 16 � � NNP plumb-humanities-2021 277 17 +R2j +r2j CD plumb-humanities-2021 277 18 � � NNS plumb-humanities-2021 277 19 eyfb2+iB eyfb2+iB . plumb-humanities-2021 277 20 QMfeky+ QMfeky+ NNP plumb-humanities-2021 277 21 � � NNP plumb-humanities-2021 277 22 7N7@y3 7N7@y3 NNP plumb-humanities-2021 277 23 � � NNP plumb-humanities-2021 277 24 3@9382@ 3@9382@ CD plumb-humanities-2021 277 25 � � NNP plumb-humanities-2021 277 26 9Ne@8R9yykNe2#+/O+?RN 9ne@8r9yykne2#+/o+?rn CD plumb-humanities-2021 277 27 . . . plumb-humanities-2021 278 1 Gonen Gonen NNP plumb-humanities-2021 278 2 , , , plumb-humanities-2021 278 3 Hila Hila NNP plumb-humanities-2021 278 4 and and CC plumb-humanities-2021 278 5 Yoav Yoav NNP plumb-humanities-2021 278 6 Goldberg Goldberg NNP plumb-humanities-2021 278 7 . . . plumb-humanities-2021 279 1 2019 2019 CD plumb-humanities-2021 279 2 . . . plumb-humanities-2021 280 1 “ " `` plumb-humanities-2021 280 2 Lipstick lipstick VB plumb-humanities-2021 280 3 on on IN plumb-humanities-2021 280 4 a a DT plumb-humanities-2021 280 5 Pig pig NN plumb-humanities-2021 280 6 : : : plumb-humanities-2021 280 7 Debiasing Debiasing NNP plumb-humanities-2021 280 8 Methods Methods NNPS plumb-humanities-2021 280 9 Cover cover VBP plumb-humanities-2021 280 10 up up RP plumb-humanities-2021 280 11 System- System- NNP plumb-humanities-2021 280 12 atic atic JJ plumb-humanities-2021 280 13 Gender Gender NNP plumb-humanities-2021 280 14 Biases Biases NNPS plumb-humanities-2021 280 15 in in IN plumb-humanities-2021 280 16 Word Word NNP plumb-humanities-2021 280 17 Embeddings Embeddings NNP plumb-humanities-2021 280 18 But but CC plumb-humanities-2021 280 19 do do VBP plumb-humanities-2021 280 20 not not RB plumb-humanities-2021 280 21 Remove remove VB plumb-humanities-2021 280 22 Them -PRON- PRP plumb-humanities-2021 280 23 . . . plumb-humanities-2021 280 24 ” " '' plumb-humanities-2021 280 25 ArXiv:1903.03862 arxiv:1903.03862 ADD plumb-humanities-2021 280 26 , , , plumb-humanities-2021 280 27 September September NNP plumb-humanities-2021 280 28 . . . plumb-humanities-2021 281 1 ? ? . plumb-humanities-2021 281 2 iiTb iitb UH plumb-humanities-2021 281 3 , , , plumb-humanities-2021 281 4 ff ff VB plumb-humanities-2021 281 5 � � NNP plumb-humanities-2021 281 6 `tBpXQ`;f `tbpxq`;f CD plumb-humanities-2021 281 7 � � NNP plumb-humanities-2021 281 8 #bfRNyjXyj3ek #bfrnyjxyj3ek ADD plumb-humanities-2021 281 9 . . . plumb-humanities-2021 282 1 Griffiths Griffiths NNP plumb-humanities-2021 282 2 , , , plumb-humanities-2021 282 3 Thomas Thomas NNP plumb-humanities-2021 282 4 L. L. NNP plumb-humanities-2021 282 5 , , , plumb-humanities-2021 282 6 Mark Mark NNP plumb-humanities-2021 282 7 Steyvers Steyvers NNP plumb-humanities-2021 282 8 , , , plumb-humanities-2021 282 9 and and CC plumb-humanities-2021 282 10 Joshua Joshua NNP plumb-humanities-2021 282 11 B. B. NNP plumb-humanities-2021 282 12 Tenenbaum Tenenbaum NNP plumb-humanities-2021 282 13 . . . plumb-humanities-2021 283 1 2007 2007 CD plumb-humanities-2021 283 2 . . . plumb-humanities-2021 284 1 “ " `` plumb-humanities-2021 284 2 Topics Topics NNPS plumb-humanities-2021 284 3 in in IN plumb-humanities-2021 284 4 Semantic Semantic NNP plumb-humanities-2021 284 5 Representation Representation NNP plumb-humanities-2021 284 6 . . . plumb-humanities-2021 284 7 ” " '' plumb-humanities-2021 284 8 Psychological Psychological NNP plumb-humanities-2021 284 9 Review Review NNP plumb-humanities-2021 284 10 114 114 CD plumb-humanities-2021 284 11 ( ( -LRB- plumb-humanities-2021 284 12 2 2 CD plumb-humanities-2021 284 13 ) ) -RRB- plumb-humanities-2021 284 14 : : : plumb-humanities-2021 284 15 211–44 211–44 CD plumb-humanities-2021 284 16 . . . plumb-humanities-2021 285 1 ? ? . plumb-humanities-2021 285 2 iiTb iitb UH plumb-humanities-2021 285 3 , , , plumb-humanities-2021 285 4 ff ff VB plumb-humanities-2021 285 5 / / NFP plumb-humanities-2021 285 6 QBXQ`;fRyXRyjdf qbxq`;fryxryjdf JJ plumb-humanities-2021 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- plumb-humanities-2021 285 8 http://www.digitalhumanities.org/dhq/vol/3/2/000041/000041.html http://www.digitalhumanities.org/dhq/vol/3/2/000041/000041.html `` plumb-humanities-2021 285 9 https://doi.org/10.1215/00267929-7933102 https://doi.org/10.1215/00267929-7933102 JJ plumb-humanities-2021 285 10 https://modernismmodernity.org/forums/posts/search-and-replace https://modernismmodernity.org/forums/posts/search-and-replace NN plumb-humanities-2021 285 11 https://doi.org/10.1613/jair.1.11259 https://doi.org/10.1613/jair.1.11259 . plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 285 15 https://doi.org/10.1086/702594 https://doi.org/10.1086/702594 VBP plumb-humanities-2021 285 16 https://scalar.usc.edu/works/the-bengal-annual/index https://scalar.usc.edu/works/the-bengal-annual/index NN plumb-humanities-2021 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 plumb-humanities-2021 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 . plumb-humanities-2021 285 19 https://doi.org/10.18653/v1/W16-0203 https://doi.org/10.18653/v1/w16-0203 JJ plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 285 23 https://arxiv.org/abs/1903.03862 https://arxiv.org/abs/1903.03862 NNP plumb-humanities-2021 285 24 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295x.114.2.211 NN plumb-humanities-2021 285 25 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295X.114.2.211 : plumb-humanities-2021 285 26 Plumb plumb NN plumb-humanities-2021 285 27 41 41 CD plumb-humanities-2021 285 28 yyjj@kN8sXRR9XkXkRR yyjj@kn8sxrr9xkxkrr NN plumb-humanities-2021 285 29 . . . plumb-humanities-2021 286 1 Harris Harris NNP plumb-humanities-2021 286 2 , , , plumb-humanities-2021 286 3 Katherine Katherine NNP plumb-humanities-2021 286 4 D. D. NNP plumb-humanities-2021 286 5 2015 2015 CD plumb-humanities-2021 286 6 . . . plumb-humanities-2021 287 1 Forget forget VB plumb-humanities-2021 287 2 Me -PRON- PRP plumb-humanities-2021 287 3 Not not RB plumb-humanities-2021 287 4 : : : plumb-humanities-2021 287 5 The the DT plumb-humanities-2021 287 6 Rise rise NN plumb-humanities-2021 287 7 of of IN plumb-humanities-2021 287 8 the the DT plumb-humanities-2021 287 9 British British NNP plumb-humanities-2021 287 10 Literary Literary NNP plumb-humanities-2021 287 11 Annual Annual NNP plumb-humanities-2021 287 12 , , , plumb-humanities-2021 287 13 1823NJ1835 1823nj1835 CD plumb-humanities-2021 287 14 . . . plumb-humanities-2021 288 1 Athens Athens NNP plumb-humanities-2021 288 2 : : : plumb-humanities-2021 288 3 Ohio Ohio NNP plumb-humanities-2021 288 4 University University NNP plumb-humanities-2021 288 5 Press Press NNP plumb-humanities-2021 288 6 . . . plumb-humanities-2021 289 1 Harris Harris NNP plumb-humanities-2021 289 2 , , , plumb-humanities-2021 289 3 Katherine Katherine NNP plumb-humanities-2021 289 4 D. D. NNP plumb-humanities-2021 289 5 2019 2019 CD plumb-humanities-2021 289 6 . . . plumb-humanities-2021 290 1 “ " `` plumb-humanities-2021 290 2 TheBengalAnnual TheBengalAnnual NNP plumb-humanities-2021 290 3 and and CC plumb-humanities-2021 290 4 # # $ plumb-humanities-2021 290 5 bigger6 bigger6 NN plumb-humanities-2021 290 6 . . . plumb-humanities-2021 290 7 ” " '' plumb-humanities-2021 290 8 Keats Keats NNP plumb-humanities-2021 290 9 - - HYPH plumb-humanities-2021 290 10 ShelleyJournal ShelleyJournal NNP plumb-humanities-2021 290 11 68 68 CD plumb-humanities-2021 290 12 : : : plumb-humanities-2021 290 13 117–18 117–18 CD plumb-humanities-2021 290 14 . . . plumb-humanities-2021 291 1 ? ? . plumb-humanities-2021 291 2 iiTb iitb UH plumb-humanities-2021 291 3 , , , plumb-humanities-2021 291 4 ffKmb2XD?mX2 ffKmb2XD?mX2 NNP plumb-humanities-2021 291 5 / / SYM plumb-humanities-2021 291 6 mf mf NNP plumb-humanities-2021 291 7 � � NNP plumb-humanities-2021 291 8 `iB+H2fddRRjk `ib+h2fddrrjk NN plumb-humanities-2021 291 9 . . . plumb-humanities-2021 292 1 Kirschenbaum Kirschenbaum NNP plumb-humanities-2021 292 2 , , , plumb-humanities-2021 292 3 Matthew Matthew NNP plumb-humanities-2021 292 4 . . . plumb-humanities-2021 293 1 2007 2007 CD plumb-humanities-2021 293 2 . . . plumb-humanities-2021 294 1 “ " `` plumb-humanities-2021 294 2 The the DT plumb-humanities-2021 294 3 Remaking remaking NN plumb-humanities-2021 294 4 of of IN plumb-humanities-2021 294 5 Reading reading NN plumb-humanities-2021 294 6 : : : plumb-humanities-2021 294 7 Data Data NNP plumb-humanities-2021 294 8 Mining Mining NNP plumb-humanities-2021 294 9 and and CC plumb-humanities-2021 294 10 the the DT plumb-humanities-2021 294 11 Digital Digital NNP plumb-humanities-2021 294 12 Hu- Hu- NNP plumb-humanities-2021 294 13 manities manitie VBZ plumb-humanities-2021 294 14 . . . plumb-humanities-2021 294 15 ” " '' plumb-humanities-2021 294 16 Presented present VBN plumb-humanities-2021 294 17 at at IN plumb-humanities-2021 294 18 the the DT plumb-humanities-2021 294 19 National National NNP plumb-humanities-2021 294 20 Science Science NNP plumb-humanities-2021 294 21 Foundation Foundation NNP plumb-humanities-2021 294 22 Symposium Symposium NNP plumb-humanities-2021 294 23 on on IN plumb-humanities-2021 294 24 Next Next NNP plumb-humanities-2021 294 25 Generation Generation NNP plumb-humanities-2021 294 26 of of IN plumb-humanities-2021 294 27 Data Data NNP plumb-humanities-2021 294 28 Mining Mining NNP plumb-humanities-2021 294 29 and and CC plumb-humanities-2021 294 30 Cyber Cyber NNP plumb-humanities-2021 294 31 - - HYPH plumb-humanities-2021 294 32 Enabled Enabled NNP plumb-humanities-2021 294 33 Discovery Discovery NNP plumb-humanities-2021 294 34 for for IN plumb-humanities-2021 294 35 Innovation Innovation NNP plumb-humanities-2021 294 36 , , , plumb-humanities-2021 294 37 Baltimore Baltimore NNP plumb-humanities-2021 294 38 , , , plumb-humanities-2021 294 39 MD MD NNP plumb-humanities-2021 294 40 , , , plumb-humanities-2021 294 41 October October NNP plumb-humanities-2021 294 42 11 11 CD plumb-humanities-2021 294 43 . . . plumb-humanities-2021 295 1 ? ? . plumb-humanities-2021 295 2 iiTb iitb UH plumb-humanities-2021 295 3 , , , plumb-humanities-2021 295 4 ffrrrX+b22XmK#+X2 ffrrrX+b22XmK#+X2 NNP plumb-humanities-2021 295 5 / / SYM plumb-humanities-2021 295 6 mf mf NNP plumb-humanities-2021 295 7 � � NNP plumb-humanities-2021 295 8 ?BHHQHfL:.Jydf ?BHHQHfL:.Jydf . plumb-humanities-2021 295 9 � � NNP plumb-humanities-2021 295 10 #bi` #bi` ADD plumb-humanities-2021 295 11 � � NNP plumb-humanities-2021 295 12 +ibfi +ibfi PRP$ plumb-humanities-2021 295 13 � � NN plumb-humanities-2021 295 14 HFbfJEB`b+ HFbfJEB`b+ NNP plumb-humanities-2021 295 15 ? ? . plumb-humanities-2021 296 1 2M# 2m# CD plumb-humanities-2021 296 2 � � NNS plumb-humanities-2021 296 3 mKXT/7 mkxt/7 ADD plumb-humanities-2021 296 4 . . . plumb-humanities-2021 297 1 Klein Klein NNP plumb-humanities-2021 297 2 , , , plumb-humanities-2021 297 3 Lauren Lauren NNP plumb-humanities-2021 297 4 F. F. NNP plumb-humanities-2021 297 5 2019 2019 CD plumb-humanities-2021 297 6 . . . plumb-humanities-2021 298 1 “ " `` plumb-humanities-2021 298 2 What what WP plumb-humanities-2021 298 3 the the DT plumb-humanities-2021 298 4 New New NNP plumb-humanities-2021 298 5 Computational Computational NNP plumb-humanities-2021 298 6 Rigor rigor NN plumb-humanities-2021 298 7 Should Should MD plumb-humanities-2021 298 8 Be be VB plumb-humanities-2021 298 9 . . . plumb-humanities-2021 298 10 ” " '' plumb-humanities-2021 298 11 IntheMoment IntheMoment NNP plumb-humanities-2021 298 12 ( ( -LRB- plumb-humanities-2021 298 13 blog blog NN plumb-humanities-2021 298 14 ) ) -RRB- plumb-humanities-2021 298 15 . . . plumb-humanities-2021 299 1 April April NNP plumb-humanities-2021 299 2 1 1 CD plumb-humanities-2021 299 3 , , , plumb-humanities-2021 299 4 2019 2019 CD plumb-humanities-2021 299 5 . . . plumb-humanities-2021 300 1 ? ? . plumb-humanities-2021 300 2 iiTb iitb UH plumb-humanities-2021 300 3 , , , plumb-humanities-2021 300 4 ff+`BiBM[XrQ`/T`2bbX+QKfkyRNfy9fyRf+QKTmi ff+`bibm[xrq`/t`2bbx+qkfkyrnfy9fyrf+qktmi ADD plumb-humanities-2021 300 5 � � NNP plumb-humanities-2021 300 6 iBQM ibqm CD plumb-humanities-2021 300 7 � � JJ plumb-humanities-2021 300 8 H h NN plumb-humanities-2021 300 9 @HBi2` @hbi2` NN plumb-humanities-2021 300 10 � � NN plumb-humanities-2021 300 11 `v@bim `v@bim JJ plumb-humanities-2021 300 12 / / SYM plumb-humanities-2021 300 13 B2b@T B2b@T NNP plumb-humanities-2021 300 14 � � NNP plumb-humanities-2021 300 15 `iB+BT `ib+bt NN plumb-humanities-2021 300 16 � � NNP plumb-humanities-2021 300 17 Mi@7Q`mK@`2bTQMb2b@8f mi@7q`mk@`2btqmb2b@8f NN plumb-humanities-2021 300 18 . . . plumb-humanities-2021 301 1 Koehrsen Koehrsen NNP plumb-humanities-2021 301 2 , , , plumb-humanities-2021 301 3 Will Will NNP plumb-humanities-2021 301 4 . . . plumb-humanities-2021 302 1 2018 2018 CD plumb-humanities-2021 302 2 . . . plumb-humanities-2021 303 1 “ " `` plumb-humanities-2021 303 2 Neural Neural NNP plumb-humanities-2021 303 3 Network Network NNP plumb-humanities-2021 303 4 Embeddings Embeddings NNP plumb-humanities-2021 303 5 Explained explain VBD plumb-humanities-2021 303 6 . . . plumb-humanities-2021 303 7 ” " '' plumb-humanities-2021 303 8 Towards towards IN plumb-humanities-2021 303 9 Data Data NNP plumb-humanities-2021 303 10 Science Science NNP plumb-humanities-2021 303 11 , , , plumb-humanities-2021 303 12 Octo- Octo- NNP plumb-humanities-2021 303 13 ber ber NNP plumb-humanities-2021 303 14 2 2 CD plumb-humanities-2021 303 15 , , , plumb-humanities-2021 303 16 2018 2018 CD plumb-humanities-2021 303 17 . . . plumb-humanities-2021 304 1 ? ? . plumb-humanities-2021 304 2 iiTb iitb UH plumb-humanities-2021 304 3 , , , plumb-humanities-2021 304 4 ffiQr ffiqr ADD plumb-humanities-2021 304 5 � � ADD plumb-humanities-2021 304 6 `/b/ `/b/ NNP plumb-humanities-2021 304 7 � � NNP plumb-humanities-2021 304 8 i i PRP plumb-humanities-2021 304 9 � � : plumb-humanities-2021 304 10 b+B2M+2X+QKfM2m` b+B2M+2X+QKfM2m` VBZ plumb-humanities-2021 304 11 � � NNS plumb-humanities-2021 304 12 H@M2irQ`F@2K#2//BM;b h@m2irq`f@2k#2//bm;b CD plumb-humanities-2021 304 13 @2tTH @2tth NN plumb-humanities-2021 304 14 � � NNP plumb-humanities-2021 304 15 BM2/@9 BM2/@9 NNP plumb-humanities-2021 304 16 / / SYM plumb-humanities-2021 304 17 yk32e7y8ke yk32e7y8ke NNP plumb-humanities-2021 304 18 . . . plumb-humanities-2021 305 1 Kozlowski Kozlowski NNP plumb-humanities-2021 305 2 , , , plumb-humanities-2021 305 3 Austin Austin NNP plumb-humanities-2021 305 4 C. C. NNP plumb-humanities-2021 305 5 , , , plumb-humanities-2021 305 6 Matt Matt NNP plumb-humanities-2021 305 7 Taddy Taddy NNP plumb-humanities-2021 305 8 , , , plumb-humanities-2021 305 9 and and CC plumb-humanities-2021 305 10 James James NNP plumb-humanities-2021 305 11 A. A. NNP plumb-humanities-2021 305 12 Evans Evans NNP plumb-humanities-2021 305 13 . . . plumb-humanities-2021 306 1 2019 2019 CD plumb-humanities-2021 306 2 . . . plumb-humanities-2021 307 1 “ " `` plumb-humanities-2021 307 2 The the DT plumb-humanities-2021 307 3 Geometry Geometry NNP plumb-humanities-2021 307 4 of of IN plumb-humanities-2021 307 5 Culture Culture NNP plumb-humanities-2021 307 6 : : : plumb-humanities-2021 307 7 Ana- ana- XX plumb-humanities-2021 307 8 lyzing lyze VBG plumb-humanities-2021 307 9 the the DT plumb-humanities-2021 307 10 Meanings Meanings NNP plumb-humanities-2021 307 11 of of IN plumb-humanities-2021 307 12 Class Class NNP plumb-humanities-2021 307 13 through through IN plumb-humanities-2021 307 14 Word Word NNP plumb-humanities-2021 307 15 Embeddings Embeddings NNP plumb-humanities-2021 307 16 . . . plumb-humanities-2021 307 17 ” " '' plumb-humanities-2021 307 18 American American NNP plumb-humanities-2021 307 19 Sociological Sociological NNP plumb-humanities-2021 307 20 Review Review NNP plumb-humanities-2021 307 21 84 84 CD plumb-humanities-2021 307 22 ( ( -LRB- plumb-humanities-2021 307 23 5 5 CD plumb-humanities-2021 307 24 ) ) -RRB- plumb-humanities-2021 307 25 : : : plumb-humanities-2021 307 26 905–949 905–949 CD plumb-humanities-2021 307 27 . . . plumb-humanities-2021 308 1 ? ? . plumb-humanities-2021 308 2 iiTb iitb UH plumb-humanities-2021 308 3 , , , plumb-humanities-2021 308 4 ff ff NNP plumb-humanities-2021 308 5 / / SYM plumb-humanities-2021 308 6 QBXQ`;fRyXRRddfyyyjRkk9RN3ddRj8 QBXQ`;fRyXRRddfyyyjRkk9RN3ddRj8 NNP plumb-humanities-2021 308 7 . . . plumb-humanities-2021 309 1 Kutuzov Kutuzov NNP plumb-humanities-2021 309 2 , , , plumb-humanities-2021 309 3 Andrey Andrey NNP plumb-humanities-2021 309 4 , , , plumb-humanities-2021 309 5 Lilja Lilja NNP plumb-humanities-2021 309 6 Øvrelid Øvrelid NNP plumb-humanities-2021 309 7 , , , plumb-humanities-2021 309 8 Terrence Terrence NNP plumb-humanities-2021 309 9 Szymanski Szymanski NNP plumb-humanities-2021 309 10 , , , plumb-humanities-2021 309 11 and and CC plumb-humanities-2021 309 12 Erik Erik NNP plumb-humanities-2021 309 13 Velldal Velldal NNP plumb-humanities-2021 309 14 . . . plumb-humanities-2021 310 1 2018 2018 CD plumb-humanities-2021 310 2 . . . plumb-humanities-2021 311 1 “ " `` plumb-humanities-2021 311 2 Diachronic diachronic JJ plumb-humanities-2021 311 3 word word NN plumb-humanities-2021 311 4 embeddings embedding NNS plumb-humanities-2021 311 5 and and CC plumb-humanities-2021 311 6 semantic semantic JJ plumb-humanities-2021 311 7 shifts shift NNS plumb-humanities-2021 311 8 : : : plumb-humanities-2021 311 9 a a DT plumb-humanities-2021 311 10 survey survey NN plumb-humanities-2021 311 11 . . . plumb-humanities-2021 311 12 ” " '' plumb-humanities-2021 311 13 In in IN plumb-humanities-2021 311 14 Proceedings Proceedings NNP plumb-humanities-2021 311 15 of of IN plumb-humanities-2021 311 16 the the DT plumb-humanities-2021 311 17 27th 27th JJ plumb-humanities-2021 311 18 International International NNP plumb-humanities-2021 311 19 Con- Con- NNP plumb-humanities-2021 311 20 ference ference NN plumb-humanities-2021 311 21 on on IN plumb-humanities-2021 311 22 Computational Computational NNP plumb-humanities-2021 311 23 Linguistics Linguistics NNP plumb-humanities-2021 311 24 , , , plumb-humanities-2021 311 25 1384 1384 CD plumb-humanities-2021 311 26 - - SYM plumb-humanities-2021 311 27 1397 1397 CD plumb-humanities-2021 311 28 . . . plumb-humanities-2021 312 1 Santa Santa NNP plumb-humanities-2021 312 2 Fe Fe NNP plumb-humanities-2021 312 3 , , , plumb-humanities-2021 312 4 New New NNP plumb-humanities-2021 312 5 Mexico Mexico NNP plumb-humanities-2021 312 6 : : : plumb-humanities-2021 312 7 Association Association NNP plumb-humanities-2021 312 8 for for IN plumb-humanities-2021 312 9 Computational Computational NNP plumb-humanities-2021 312 10 Linguistics Linguistics NNP plumb-humanities-2021 312 11 . . . plumb-humanities-2021 313 1 ? ? . plumb-humanities-2021 313 2 iiTb iitb UH plumb-humanities-2021 313 3 , , , plumb-humanities-2021 313 4 ffrrrX ffrrrX NNP plumb-humanities-2021 313 5 � � NNP plumb-humanities-2021 313 6 +Hr2#XQ`;f +hr2#xq`;f IN plumb-humanities-2021 313 7 � � : plumb-humanities-2021 313 8 Mi?QHQ;vf*R3@RRRd Mi?QHQ;vf*R3@RRRd NNS plumb-humanities-2021 313 9 . . . plumb-humanities-2021 314 1 Laubichler Laubichler NNP plumb-humanities-2021 314 2 , , , plumb-humanities-2021 314 3 Manfred Manfred NNP plumb-humanities-2021 314 4 D. D. NNP plumb-humanities-2021 314 5 , , , plumb-humanities-2021 314 6 Jane Jane NNP plumb-humanities-2021 314 7 Maienschein Maienschein NNP plumb-humanities-2021 314 8 , , , plumb-humanities-2021 314 9 and and CC plumb-humanities-2021 314 10 Jürgen Jürgen NNP plumb-humanities-2021 314 11 Renn Renn NNP plumb-humanities-2021 314 12 . . . plumb-humanities-2021 315 1 2019 2019 CD plumb-humanities-2021 315 2 . . . plumb-humanities-2021 316 1 “ " `` plumb-humanities-2021 316 2 Computational computational JJ plumb-humanities-2021 316 3 History history NN plumb-humanities-2021 316 4 of of IN plumb-humanities-2021 316 5 Knowledge knowledge NN plumb-humanities-2021 316 6 : : : plumb-humanities-2021 316 7 Challenges Challenges NNPS plumb-humanities-2021 316 8 and and CC plumb-humanities-2021 316 9 Opportunities Opportunities NNPS plumb-humanities-2021 316 10 . . . plumb-humanities-2021 316 11 ” " '' plumb-humanities-2021 316 12 Isis Isis NNP plumb-humanities-2021 316 13 110 110 CD plumb-humanities-2021 316 14 ( ( -LRB- plumb-humanities-2021 316 15 3 3 CD plumb-humanities-2021 316 16 ) ) -RRB- plumb-humanities-2021 316 17 : : : plumb-humanities-2021 316 18 502 502 CD plumb-humanities-2021 316 19 - - SYM plumb-humanities-2021 316 20 512 512 CD plumb-humanities-2021 316 21 . . . plumb-humanities-2021 317 1 Lin Lin NNP plumb-humanities-2021 317 2 , , , plumb-humanities-2021 317 3 Dekang Dekang NNP plumb-humanities-2021 317 4 . . . plumb-humanities-2021 318 1 1998 1998 CD plumb-humanities-2021 318 2 . . . plumb-humanities-2021 319 1 “ " `` plumb-humanities-2021 319 2 An an DT plumb-humanities-2021 319 3 Information Information NNP plumb-humanities-2021 319 4 - - HYPH plumb-humanities-2021 319 5 Theoretic Theoretic NNP plumb-humanities-2021 319 6 Definition Definition NNP plumb-humanities-2021 319 7 of of IN plumb-humanities-2021 319 8 Similarity Similarity NNP plumb-humanities-2021 319 9 . . . plumb-humanities-2021 319 10 ” " '' plumb-humanities-2021 319 11 In in IN plumb-humanities-2021 319 12 Proceedings Proceedings NNP plumb-humanities-2021 319 13 of of IN plumb-humanities-2021 319 14 the the DT plumb-humanities-2021 319 15 Fifteenth Fifteenth NNP plumb-humanities-2021 319 16 International International NNP plumb-humanities-2021 319 17 Conference Conference NNP plumb-humanities-2021 319 18 on on IN plumb-humanities-2021 319 19 Machine Machine NNP plumb-humanities-2021 319 20 Learning Learning NNP plumb-humanities-2021 319 21 , , , plumb-humanities-2021 319 22 296–304 296–304 CD plumb-humanities-2021 319 23 . . . plumb-humanities-2021 320 1 San San NNP plumb-humanities-2021 320 2 Francisco Francisco NNP plumb-humanities-2021 320 3 , , , plumb-humanities-2021 320 4 Califor- Califor- NNP plumb-humanities-2021 320 5 nia nia NN plumb-humanities-2021 320 6 : : : plumb-humanities-2021 320 7 Morgan Morgan NNP plumb-humanities-2021 320 8 Kaufmann Kaufmann NNP plumb-humanities-2021 320 9 Publishers Publishers NNPS plumb-humanities-2021 320 10 Inc. Inc. NNP plumb-humanities-2021 320 11 Mao Mao NNP plumb-humanities-2021 320 12 , , , plumb-humanities-2021 320 13 Rui Rui NNP plumb-humanities-2021 320 14 , , , plumb-humanities-2021 320 15 Chenghua Chenghua NNP plumb-humanities-2021 320 16 Lin Lin NNP plumb-humanities-2021 320 17 , , , plumb-humanities-2021 320 18 and and CC plumb-humanities-2021 320 19 Frank Frank NNP plumb-humanities-2021 320 20 Guerin Guerin NNP plumb-humanities-2021 320 21 . . . plumb-humanities-2021 321 1 2018 2018 CD plumb-humanities-2021 321 2 . . . plumb-humanities-2021 322 1 “ " `` plumb-humanities-2021 322 2 Word Word NNP plumb-humanities-2021 322 3 Embedding Embedding NNP plumb-humanities-2021 322 4 and and CC plumb-humanities-2021 322 5 WordNet WordNet NNP plumb-humanities-2021 322 6 Based Based NNP plumb-humanities-2021 322 7 Metaphor Metaphor NNP plumb-humanities-2021 322 8 Identification Identification NNP plumb-humanities-2021 322 9 and and CC plumb-humanities-2021 322 10 Interpretation Interpretation NNP plumb-humanities-2021 322 11 . . . plumb-humanities-2021 322 12 ” " '' plumb-humanities-2021 322 13 In in IN plumb-humanities-2021 322 14 Proceedings Proceedings NNP plumb-humanities-2021 322 15 of of IN plumb-humanities-2021 322 16 the the DT plumb-humanities-2021 322 17 56th 56th JJ plumb-humanities-2021 322 18 Annual Annual NNP plumb-humanities-2021 322 19 Meeting Meeting NNP plumb-humanities-2021 322 20 of of IN plumb-humanities-2021 322 21 the the DT plumb-humanities-2021 322 22 Association Association NNP plumb-humanities-2021 322 23 for for IN plumb-humanities-2021 322 24 Computational Computational NNP plumb-humanities-2021 322 25 Linguistics Linguistics NNP plumb-humanities-2021 322 26 ( ( -LRB- plumb-humanities-2021 322 27 Volume volume NN plumb-humanities-2021 322 28 1 1 CD plumb-humanities-2021 322 29 : : : plumb-humanities-2021 322 30 Long Long NNP plumb-humanities-2021 322 31 Papers Papers NNPS plumb-humanities-2021 322 32 ) ) -RRB- plumb-humanities-2021 322 33 , , , plumb-humanities-2021 322 34 1222–31 1222–31 NN plumb-humanities-2021 322 35 . . . plumb-humanities-2021 323 1 Mel- Mel- NNP plumb-humanities-2021 323 2 bourne bourne NNP plumb-humanities-2021 323 3 , , , plumb-humanities-2021 323 4 Australia Australia NNP plumb-humanities-2021 323 5 : : : plumb-humanities-2021 323 6 Association Association NNP plumb-humanities-2021 323 7 for for IN plumb-humanities-2021 323 8 Computational Computational NNP plumb-humanities-2021 323 9 Linguistics Linguistics NNP plumb-humanities-2021 323 10 . . . plumb-humanities-2021 324 1 ? ? . plumb-humanities-2021 324 2 iiTb iitb UH plumb-humanities-2021 324 3 , , , plumb-humanities-2021 324 4 ff ff NNP plumb-humanities-2021 324 5 / / SYM plumb-humanities-2021 324 6 QBXQ`;fRy QBXQ`;fRy NNPS plumb-humanities-2021 324 7 XR3e8jfpRfSR3@RRRj XR3e8jfpRfSR3@RRRj NNP plumb-humanities-2021 324 8 . . . plumb-humanities-2021 325 1 Nelson Nelson NNP plumb-humanities-2021 325 2 , , , plumb-humanities-2021 325 3 Laura Laura NNP plumb-humanities-2021 325 4 K. K. NNP plumb-humanities-2021 325 5 2020 2020 CD plumb-humanities-2021 325 6 . . . plumb-humanities-2021 326 1 “ " `` plumb-humanities-2021 326 2 Computational computational JJ plumb-humanities-2021 326 3 Grounded ground VBN plumb-humanities-2021 326 4 Theory theory NN plumb-humanities-2021 326 5 : : : plumb-humanities-2021 326 6 A a DT plumb-humanities-2021 326 7 Methodological Methodological NNP plumb-humanities-2021 326 8 Framework Framework NNP plumb-humanities-2021 326 9 . . . plumb-humanities-2021 326 10 ” " '' plumb-humanities-2021 326 11 Sociological Sociological NNP plumb-humanities-2021 326 12 Methods Methods NNPS plumb-humanities-2021 326 13 & & CC plumb-humanities-2021 326 14 Research Research NNP plumb-humanities-2021 326 15 49 49 CD plumb-humanities-2021 326 16 ( ( -LRB- plumb-humanities-2021 326 17 1 1 CD plumb-humanities-2021 326 18 ) ) -RRB- plumb-humanities-2021 326 19 : : : plumb-humanities-2021 326 20 3–42 3–42 LS plumb-humanities-2021 326 21 . . . plumb-humanities-2021 327 1 ? ? . plumb-humanities-2021 327 2 iiTb iitb UH plumb-humanities-2021 327 3 , , , plumb-humanities-2021 327 4 ff ff NNP plumb-humanities-2021 327 5 / / SYM plumb-humanities-2021 327 6 QBXQ`;fRyXRRddfyy9NRk9R QBXQ`;fRyXRRddfyy9NRk9R NNP plumb-humanities-2021 327 7 RddkNdyjX rddkndyjx CD plumb-humanities-2021 327 8 Noble noble JJ plumb-humanities-2021 327 9 , , , plumb-humanities-2021 327 10 Safiya Safiya NNP plumb-humanities-2021 327 11 Umoja Umoja NNP plumb-humanities-2021 327 12 . . . plumb-humanities-2021 328 1 2018 2018 CD plumb-humanities-2021 328 2 . . . plumb-humanities-2021 329 1 Algorithms Algorithms NNP plumb-humanities-2021 329 2 of of IN plumb-humanities-2021 329 3 Oppression Oppression NNP plumb-humanities-2021 329 4 : : : plumb-humanities-2021 329 5 How how WRB plumb-humanities-2021 329 6 Search Search NNP plumb-humanities-2021 329 7 Engines Engines NNPS plumb-humanities-2021 329 8 Reinforce Reinforce NNP plumb-humanities-2021 329 9 Racism Racism NNP plumb-humanities-2021 329 10 . . . plumb-humanities-2021 330 1 New New NNP plumb-humanities-2021 330 2 York York NNP plumb-humanities-2021 330 3 : : : plumb-humanities-2021 330 4 New New NNP plumb-humanities-2021 330 5 York York NNP plumb-humanities-2021 330 6 University University NNP plumb-humanities-2021 330 7 Press Press NNP plumb-humanities-2021 330 8 . . . plumb-humanities-2021 331 1 Poole Poole NNP plumb-humanities-2021 331 2 , , , plumb-humanities-2021 331 3 Alex Alex NNP plumb-humanities-2021 331 4 H. H. NNP plumb-humanities-2021 331 5 2013 2013 CD plumb-humanities-2021 331 6 . . . plumb-humanities-2021 332 1 “ " `` plumb-humanities-2021 332 2 Now now RB plumb-humanities-2021 332 3 Is be VBZ plumb-humanities-2021 332 4 the the DT plumb-humanities-2021 332 5 Future future NN plumb-humanities-2021 332 6 Now now RB plumb-humanities-2021 332 7 ? ? . plumb-humanities-2021 333 1 The the DT plumb-humanities-2021 333 2 Urgency Urgency NNP plumb-humanities-2021 333 3 of of IN plumb-humanities-2021 333 4 Digital Digital NNP plumb-humanities-2021 333 5 Curation Curation NNP plumb-humanities-2021 333 6 in in IN plumb-humanities-2021 333 7 the the DT plumb-humanities-2021 333 8 Digital Digital NNP plumb-humanities-2021 333 9 Humanities Humanities NNPS plumb-humanities-2021 333 10 . . . plumb-humanities-2021 333 11 ” " '' plumb-humanities-2021 333 12 Digital Digital NNP plumb-humanities-2021 333 13 Humanities Humanities NNP plumb-humanities-2021 333 14 Quarterly Quarterly NNP plumb-humanities-2021 333 15 7 7 CD plumb-humanities-2021 333 16 ( ( -LRB- plumb-humanities-2021 333 17 2 2 CD plumb-humanities-2021 333 18 ) ) -RRB- plumb-humanities-2021 333 19 . . . plumb-humanities-2021 334 1 ? ? . plumb-humanities-2021 334 2 iiT iiT VBN plumb-humanities-2021 334 3 , , , plumb-humanities-2021 334 4 ffrrrX ffrrrX NNP plumb-humanities-2021 334 5 / / SYM plumb-humanities-2021 334 6 B;Bi B;Bi NNP plumb-humanities-2021 334 7 � � NNP plumb-humanities-2021 334 8 H?mK H?mK NNP plumb-humanities-2021 334 9 � � NNP plumb-humanities-2021 334 10 MBiB2 mbib2 ADD plumb-humanities-2021 334 11 bXQ`;f/?[fpQHfdfkfyyyRejfyyyRejX?iKH bxq`;f/?[fpqhfdfkfyyyrejfyyyrejx?ikh FW plumb-humanities-2021 334 12 . . . plumb-humanities-2021 335 1 Potts Potts NNP plumb-humanities-2021 335 2 , , , plumb-humanities-2021 335 3 Christopher Christopher NNP plumb-humanities-2021 335 4 . . . plumb-humanities-2021 336 1 2019 2019 CD plumb-humanities-2021 336 2 . . . plumb-humanities-2021 337 1 “ " `` plumb-humanities-2021 337 2 A a DT plumb-humanities-2021 337 3 Case case NN plumb-humanities-2021 337 4 for for IN plumb-humanities-2021 337 5 Deep Deep NNP plumb-humanities-2021 337 6 Learning Learning NNP plumb-humanities-2021 337 7 in in IN plumb-humanities-2021 337 8 Semantics semantic NNS plumb-humanities-2021 337 9 : : : plumb-humanities-2021 337 10 Response response NN plumb-humanities-2021 337 11 to to IN plumb-humanities-2021 337 12 Pater Pater NNP plumb-humanities-2021 337 13 . . . plumb-humanities-2021 337 14 ” " '' plumb-humanities-2021 337 15 Lan- lan- NN plumb-humanities-2021 337 16 guage guage NN plumb-humanities-2021 337 17 95 95 CD plumb-humanities-2021 337 18 ( ( -LRB- plumb-humanities-2021 337 19 1 1 CD plumb-humanities-2021 337 20 ) ) -RRB- plumb-humanities-2021 337 21 : : : plumb-humanities-2021 337 22 e115–24 e115–24 NNP plumb-humanities-2021 337 23 . . . plumb-humanities-2021 338 1 ? ? . plumb-humanities-2021 338 2 iiTb iitb UH plumb-humanities-2021 338 3 , , , plumb-humanities-2021 338 4 ff ff NNP plumb-humanities-2021 338 5 / / SYM plumb-humanities-2021 338 6 QBXQ`;fRyXRj8jfH QBXQ`;fRyXRj8jfH NNP plumb-humanities-2021 338 7 � � NNP plumb-humanities-2021 338 8 MXkyRNXyyRN MXkyRNXyyRN NNP plumb-humanities-2021 338 9 . . . plumb-humanities-2021 339 1 Rhody Rhody NNP plumb-humanities-2021 339 2 , , , plumb-humanities-2021 339 3 Lisa Lisa NNP plumb-humanities-2021 339 4 . . . plumb-humanities-2021 340 1 2017 2017 CD plumb-humanities-2021 340 2 . . . plumb-humanities-2021 341 1 “ " `` plumb-humanities-2021 341 2 Beyond beyond IN plumb-humanities-2021 341 3 Darwinian darwinian JJ plumb-humanities-2021 341 4 Distance Distance NNP plumb-humanities-2021 341 5 : : : plumb-humanities-2021 341 6 Situating situate VBG plumb-humanities-2021 341 7 Distant distant JJ plumb-humanities-2021 341 8 Reading reading NN plumb-humanities-2021 341 9 in in IN plumb-humanities-2021 341 10 a a DT plumb-humanities-2021 341 11 Feminist Feminist NNP plumb-humanities-2021 341 12 Ut Ut NNP plumb-humanities-2021 341 13 Pictura Pictura NNP plumb-humanities-2021 341 14 Poesis Poesis NNP plumb-humanities-2021 341 15 Tradition Tradition NNP plumb-humanities-2021 341 16 . . . plumb-humanities-2021 341 17 ” " '' plumb-humanities-2021 341 18 PMLA PMLA NNP plumb-humanities-2021 341 19 132 132 CD plumb-humanities-2021 341 20 ( ( -LRB- plumb-humanities-2021 341 21 3 3 CD plumb-humanities-2021 341 22 ) ) -RRB- plumb-humanities-2021 341 23 : : : plumb-humanities-2021 341 24 659 659 CD plumb-humanities-2021 341 25 - - SYM plumb-humanities-2021 341 26 667 667 CD plumb-humanities-2021 341 27 . . . plumb-humanities-2021 342 1 Risam Risam NNP plumb-humanities-2021 342 2 , , , plumb-humanities-2021 342 3 Roopika Roopika NNP plumb-humanities-2021 342 4 . . . plumb-humanities-2021 343 1 2018 2018 CD plumb-humanities-2021 343 2 . . . plumb-humanities-2021 344 1 “ " `` plumb-humanities-2021 344 2 Decolonizing decolonize VBG plumb-humanities-2021 344 3 the the DT plumb-humanities-2021 344 4 Digital Digital NNP plumb-humanities-2021 344 5 Humanities Humanities NNPS plumb-humanities-2021 344 6 in in IN plumb-humanities-2021 344 7 Theory Theory NNP plumb-humanities-2021 344 8 and and CC plumb-humanities-2021 344 9 Practice Practice NNP plumb-humanities-2021 344 10 . . . plumb-humanities-2021 344 11 ” " '' plumb-humanities-2021 344 12 In in IN plumb-humanities-2021 344 13 The the DT plumb-humanities-2021 344 14 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295x.114.2.211 NN plumb-humanities-2021 344 15 https://doi.org/10.1037/0033-295X.114.2.211 https://doi.org/10.1037/0033-295X.114.2.211 NFP plumb-humanities-2021 344 16 https://muse.jhu.edu/article/771132 https://muse.jhu.edu/article/771132 NN plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 344 21 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 NNP plumb-humanities-2021 344 22 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 https://towardsdatascience.com/neural-network-embeddings-explained-4d028e6f0526 NNP plumb-humanities-2021 344 23 https://doi.org/10.1177/0003122419877135 https://doi.org/10.1177/0003122419877135 FW plumb-humanities-2021 344 24 https://www.aclweb.org/anthology/C18-1117 https://www.aclweb.org/anthology/C18-1117 '' plumb-humanities-2021 344 25 https://doi.org/10.18653/v1/P18-1113 https://doi.org/10.18653/v1/P18-1113 VBG plumb-humanities-2021 344 26 https://doi.org/10.18653/v1/P18-1113 https://doi.org/10.18653/v1/P18-1113 NNPS plumb-humanities-2021 344 27 https://doi.org/10.1177/0049124117729703 https://doi.org/10.1177/0049124117729703 JJ plumb-humanities-2021 344 28 . . . plumb-humanities-2021 345 1 https://doi.org/10.1177/0049124117729703 https://doi.org/10.1177/0049124117729703 NNP plumb-humanities-2021 345 2 . . . plumb-humanities-2021 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 plumb-humanities-2021 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 plumb-humanities-2021 346 3 https://doi.org/10.1353/lan.2019.0019 https://doi.org/10.1353/lan.2019.0019 $ plumb-humanities-2021 346 4 42 42 CD plumb-humanities-2021 346 5 Machine Machine NNP plumb-humanities-2021 346 6 Learning Learning NNP plumb-humanities-2021 346 7 , , , plumb-humanities-2021 346 8 Libraries Libraries NNPS plumb-humanities-2021 346 9 , , , plumb-humanities-2021 346 10 and and CC plumb-humanities-2021 346 11 Cross Cross NNP plumb-humanities-2021 346 12 - - NNP plumb-humanities-2021 346 13 Disciplinary Disciplinary NNP plumb-humanities-2021 346 14 ResearchǔChapter ResearchǔChapter NNP plumb-humanities-2021 346 15 3 3 CD plumb-humanities-2021 346 16 Routledge Routledge NNP plumb-humanities-2021 346 17 Companion Companion NNP plumb-humanities-2021 346 18 to to IN plumb-humanities-2021 346 19 Media Media NNP plumb-humanities-2021 346 20 Studies Studies NNP plumb-humanities-2021 346 21 and and CC plumb-humanities-2021 346 22 Digital Digital NNP plumb-humanities-2021 346 23 Humanities Humanities NNPS plumb-humanities-2021 346 24 , , , plumb-humanities-2021 346 25 edited edit VBN plumb-humanities-2021 346 26 by by IN plumb-humanities-2021 346 27 Jentery Jentery NNP plumb-humanities-2021 346 28 Sayers Sayers NNP plumb-humanities-2021 346 29 , , , plumb-humanities-2021 346 30 78–86 78–86 CD plumb-humanities-2021 346 31 . . . plumb-humanities-2021 347 1 New New NNP plumb-humanities-2021 347 2 York York NNP plumb-humanities-2021 347 3 : : : plumb-humanities-2021 347 4 Routledge Routledge NNP plumb-humanities-2021 347 5 . . . plumb-humanities-2021 348 1 Roh Roh NNP plumb-humanities-2021 348 2 , , , plumb-humanities-2021 348 3 Yuji Yuji NNP plumb-humanities-2021 348 4 , , , plumb-humanities-2021 348 5 Geon Geon NNP plumb-humanities-2021 348 6 Heo Heo NNP plumb-humanities-2021 348 7 , , , plumb-humanities-2021 348 8 and and CC plumb-humanities-2021 348 9 Steven Steven NNP plumb-humanities-2021 348 10 Euijong Euijong NNP plumb-humanities-2021 348 11 Whang Whang NNP plumb-humanities-2021 348 12 . . . plumb-humanities-2021 349 1 2019 2019 CD plumb-humanities-2021 349 2 . . . plumb-humanities-2021 350 1 “ " `` plumb-humanities-2021 350 2 A a DT plumb-humanities-2021 350 3 Survey Survey NNP plumb-humanities-2021 350 4 on on IN plumb-humanities-2021 350 5 Data Data NNP plumb-humanities-2021 350 6 Collection Collection NNP plumb-humanities-2021 350 7 for for IN plumb-humanities-2021 350 8 Ma- Ma- NNP plumb-humanities-2021 350 9 chine chine NN plumb-humanities-2021 350 10 Learning learning NN plumb-humanities-2021 350 11 : : : plumb-humanities-2021 350 12 A a DT plumb-humanities-2021 350 13 Big Big NNP plumb-humanities-2021 350 14 Data Data NNP plumb-humanities-2021 350 15 - - HYPH plumb-humanities-2021 350 16 AI AI NNP plumb-humanities-2021 350 17 Integration Integration NNP plumb-humanities-2021 350 18 Perspective Perspective NNP plumb-humanities-2021 350 19 . . . plumb-humanities-2021 350 20 ” " '' plumb-humanities-2021 350 21 IEEE IEEE NNP plumb-humanities-2021 350 22 Transactions Transactions NNPS plumb-humanities-2021 350 23 on on IN plumb-humanities-2021 350 24 Knowledge Knowledge NNP plumb-humanities-2021 350 25 and and CC plumb-humanities-2021 350 26 Data Data NNP plumb-humanities-2021 350 27 Engineering Engineering NNP plumb-humanities-2021 350 28 Early early JJ plumb-humanities-2021 350 29 Access access NN plumb-humanities-2021 350 30 : : : plumb-humanities-2021 350 31 1–20 1–20 CD plumb-humanities-2021 350 32 . . . plumb-humanities-2021 351 1 ? ? . plumb-humanities-2021 351 2 iiTb iitb UH plumb-humanities-2021 351 3 , , , plumb-humanities-2021 351 4 ff ff NNP plumb-humanities-2021 351 5 / / SYM plumb-humanities-2021 351 6 QBXQ`;fRyXRRyNfhE.1XkyRNX QBXQ`;fRyXRRyNfhE.1XkyRNX NNP plumb-humanities-2021 351 7 kN9eRek kN9eRek NNP plumb-humanities-2021 351 8 . . . plumb-humanities-2021 352 1 Tversky Tversky NNP plumb-humanities-2021 352 2 , , , plumb-humanities-2021 352 3 Amos Amos NNP plumb-humanities-2021 352 4 . . . plumb-humanities-2021 353 1 “ " `` plumb-humanities-2021 353 2 Features feature NNS plumb-humanities-2021 353 3 of of IN plumb-humanities-2021 353 4 Similarity similarity NN plumb-humanities-2021 353 5 . . . plumb-humanities-2021 353 6 ” " '' plumb-humanities-2021 353 7 Psychological Psychological NNP plumb-humanities-2021 353 8 Review Review NNP plumb-humanities-2021 353 9 84 84 CD plumb-humanities-2021 353 10 ( ( -LRB- plumb-humanities-2021 353 11 4 4 CD plumb-humanities-2021 353 12 ) ) -RRB- plumb-humanities-2021 353 13 : : : plumb-humanities-2021 353 14 327–52 327–52 CD plumb-humanities-2021 353 15 . . . plumb-humanities-2021 354 1 ? ? . plumb-humanities-2021 354 2 iiTb iitb UH plumb-humanities-2021 354 3 , , , plumb-humanities-2021 354 4 ff ff NNP plumb-humanities-2021 354 5 / / SYM plumb-humanities-2021 354 6 QBX QBX NNP plumb-humanities-2021 354 7 Q`;fRyXRyjdfyyjj@kN8sX39X9Xjkd Q`;fRyXRyjdfyyjj@kN8sX39X9Xjkd NNP plumb-humanities-2021 354 8 . . . plumb-humanities-2021 355 1 Underwood Underwood NNP plumb-humanities-2021 355 2 , , , plumb-humanities-2021 355 3 Ted Ted NNP plumb-humanities-2021 355 4 . . . plumb-humanities-2021 356 1 2019 2019 CD plumb-humanities-2021 356 2 . . . plumb-humanities-2021 357 1 Distant Distant NNP plumb-humanities-2021 357 2 Horizons Horizons NNPS plumb-humanities-2021 357 3 : : : plumb-humanities-2021 357 4 Digital Digital NNP plumb-humanities-2021 357 5 Evidence Evidence NNP plumb-humanities-2021 357 6 and and CC plumb-humanities-2021 357 7 Literary Literary NNP plumb-humanities-2021 357 8 Change Change NNP plumb-humanities-2021 357 9 . . . plumb-humanities-2021 358 1 Chicago Chicago NNP plumb-humanities-2021 358 2 : : : plumb-humanities-2021 358 3 University University NNP plumb-humanities-2021 358 4 of of IN plumb-humanities-2021 358 5 Chicago Chicago NNP plumb-humanities-2021 358 6 Press Press NNP plumb-humanities-2021 358 7 . . . plumb-humanities-2021 359 1 Whitt Whitt NNP plumb-humanities-2021 359 2 , , , plumb-humanities-2021 359 3 Richard Richard NNP plumb-humanities-2021 359 4 J. J. NNP plumb-humanities-2021 359 5 , , , plumb-humanities-2021 359 6 ed ed NNP plumb-humanities-2021 359 7 . . . plumb-humanities-2021 360 1 2018 2018 CD plumb-humanities-2021 360 2 . . . plumb-humanities-2021 361 1 Diachronic Diachronic NNP plumb-humanities-2021 361 2 Corpora Corpora NNP plumb-humanities-2021 361 3 , , , plumb-humanities-2021 361 4 Genre Genre NNP plumb-humanities-2021 361 5 , , , plumb-humanities-2021 361 6 and and CC plumb-humanities-2021 361 7 Language Language NNP plumb-humanities-2021 361 8 Change Change NNP plumb-humanities-2021 361 9 . . . plumb-humanities-2021 362 1 John John NNP plumb-humanities-2021 362 2 Benjamins Benjamins NNP plumb-humanities-2021 362 3 Publishing Publishing NNP plumb-humanities-2021 362 4 Company Company NNP plumb-humanities-2021 362 5 . . . plumb-humanities-2021 363 1 https://doi.org/10.1109/TKDE.2019.2946162 https://doi.org/10.1109/TKDE.2019.2946162 NNP plumb-humanities-2021 363 2 https://doi.org/10.1109/TKDE.2019.2946162 https://doi.org/10.1109/TKDE.2019.2946162 NNP plumb-humanities-2021 363 3 https://doi.org/10.1037/0033-295X.84.4.327 https://doi.org/10.1037/0033-295X.84.4.327 NNP plumb-humanities-2021 363 4 https://doi.org/10.1037/0033-295X.84.4.327 https://doi.org/10.1037/0033-295X.84.4.327 NNP