id sid tid token lemma pos bagga-hathi-2022 1 1 hathi hathi NOUN bagga-hathi-2022 1 2 1 1 NUM bagga-hathi-2022 1 3 m m NOUN bagga-hathi-2022 1 4 : : PUNCT bagga-hathi-2022 1 5 introducing introduce VERB bagga-hathi-2022 1 6 a a DET bagga-hathi-2022 1 7 million million NUM bagga-hathi-2022 1 8 page page NOUN bagga-hathi-2022 1 9 historical historical ADJ bagga-hathi-2022 1 10 prose prose NOUN bagga-hathi-2022 1 11 dataset dataset NOUN bagga-hathi-2022 1 12 in in ADP bagga-hathi-2022 1 13 english english PROPN bagga-hathi-2022 1 14 from from ADP bagga-hathi-2022 1 15 the the DET bagga-hathi-2022 1 16 hathi hathi NOUN bagga-hathi-2022 1 17 trust trust NOUN bagga-hathi-2022 1 18 research research NOUN bagga-hathi-2022 1 19 paper paper NOUN bagga-hathi-2022 1 20 corresponding correspond VERB bagga-hathi-2022 1 21 author author NOUN bagga-hathi-2022 1 22 : : PUNCT bagga-hathi-2022 1 23 sunyam sunyam PROPN bagga-hathi-2022 1 24 bagga bagga PROPN bagga-hathi-2022 1 25 txtlab txtlab PROPN bagga-hathi-2022 1 26 , , PUNCT bagga-hathi-2022 1 27 mcgill mcgill PROPN bagga-hathi-2022 1 28 university university PROPN bagga-hathi-2022 1 29 , , PUNCT bagga-hathi-2022 1 30 montreal montreal PROPN bagga-hathi-2022 1 31 , , PUNCT bagga-hathi-2022 1 32 canada canada PROPN bagga-hathi-2022 1 33 sunyam.bagga@mail.mcgill.ca sunyam.bagga@mail.mcgill.ca NOUN bagga-hathi-2022 1 34 keywords keyword VERB bagga-hathi-2022 1 35 : : PUNCT bagga-hathi-2022 1 36 digital digital ADJ bagga-hathi-2022 1 37 humanities humanity NOUN bagga-hathi-2022 1 38 ; ; PUNCT bagga-hathi-2022 1 39 cultural cultural ADJ bagga-hathi-2022 1 40 heritage heritage NOUN bagga-hathi-2022 1 41 ; ; PUNCT bagga-hathi-2022 1 42 english english ADJ bagga-hathi-2022 1 43 - - PUNCT bagga-hathi-2022 1 44 language language NOUN bagga-hathi-2022 1 45 prose prose NOUN bagga-hathi-2022 1 46 ; ; PUNCT bagga-hathi-2022 1 47 fiction fiction NOUN bagga-hathi-2022 1 48 ; ; PUNCT bagga-hathi-2022 1 49 predictive predictive ADJ bagga-hathi-2022 1 50 modeling modeling NOUN bagga-hathi-2022 1 51 to to PART bagga-hathi-2022 1 52 cite cite VERB bagga-hathi-2022 1 53 this this DET bagga-hathi-2022 1 54 article article NOUN bagga-hathi-2022 1 55 : : PUNCT bagga-hathi-2022 1 56 bagga bagga PROPN bagga-hathi-2022 1 57 , , PUNCT bagga-hathi-2022 1 58 s. s. PROPN bagga-hathi-2022 1 59 , , PUNCT bagga-hathi-2022 1 60 & & CCONJ bagga-hathi-2022 1 61 piper piper PROPN bagga-hathi-2022 1 62 , , PUNCT bagga-hathi-2022 1 63 a. a. NOUN bagga-hathi-2022 1 64 ( ( PUNCT bagga-hathi-2022 1 65 2022 2022 NUM bagga-hathi-2022 1 66 ) ) PUNCT bagga-hathi-2022 1 67 . . PUNCT bagga-hathi-2022 2 1 hathi hathi NOUN bagga-hathi-2022 2 2 1 1 NUM bagga-hathi-2022 2 3 m m PRON bagga-hathi-2022 2 4 : : PUNCT bagga-hathi-2022 2 5 introducing introduce VERB bagga-hathi-2022 2 6 a a DET bagga-hathi-2022 2 7 million million NUM bagga-hathi-2022 2 8 page page NOUN bagga-hathi-2022 2 9 historical historical ADJ bagga-hathi-2022 2 10 prose prose NOUN bagga-hathi-2022 2 11 dataset dataset NOUN bagga-hathi-2022 2 12 in in ADP bagga-hathi-2022 2 13 english english PROPN bagga-hathi-2022 2 14 from from ADP bagga-hathi-2022 2 15 the the DET bagga-hathi-2022 2 16 hathi hathi NOUN bagga-hathi-2022 2 17 trust trust NOUN bagga-hathi-2022 2 18 . . PUNCT bagga-hathi-2022 3 1 journal journal PROPN bagga-hathi-2022 3 2 of of ADP bagga-hathi-2022 3 3 open open ADJ bagga-hathi-2022 3 4 humanities humanity NOUN bagga-hathi-2022 3 5 data datum NOUN bagga-hathi-2022 3 6 , , PUNCT bagga-hathi-2022 3 7 8 8 NUM bagga-hathi-2022 3 8 : : SYM bagga-hathi-2022 3 9 7 7 NUM bagga-hathi-2022 3 10 , , PUNCT bagga-hathi-2022 3 11 pp pp PROPN bagga-hathi-2022 3 12 . . PROPN bagga-hathi-2022 4 1 1–10 1–10 NUM bagga-hathi-2022 4 2 . . PUNCT bagga-hathi-2022 5 1 doi doi PROPN bagga-hathi-2022 5 2 : : PUNCT bagga-hathi-2022 5 3 https://doi https://doi X bagga-hathi-2022 5 4 . . PUNCT bagga-hathi-2022 6 1 org/10.5334 org/10.5334 PROPN bagga-hathi-2022 6 2 / / SYM bagga-hathi-2022 6 3 johd.71 johd.71 PROPN bagga-hathi-2022 6 4 hathi hathi NOUN bagga-hathi-2022 6 5 1 1 NUM bagga-hathi-2022 6 6 m m PRON bagga-hathi-2022 6 7 : : PUNCT bagga-hathi-2022 6 8 introducing introduce VERB bagga-hathi-2022 6 9 a a DET bagga-hathi-2022 6 10 million million NUM bagga-hathi-2022 6 11 page page NOUN bagga-hathi-2022 6 12 historical historical ADJ bagga-hathi-2022 6 13 prose prose NOUN bagga-hathi-2022 6 14 dataset dataset NOUN bagga-hathi-2022 6 15 in in ADP bagga-hathi-2022 6 16 english english PROPN bagga-hathi-2022 6 17 from from ADP bagga-hathi-2022 6 18 the the DET bagga-hathi-2022 6 19 hathi hathi NOUN bagga-hathi-2022 6 20 trust trust PROPN bagga-hathi-2022 6 21 sunyam sunyam PROPN bagga-hathi-2022 6 22 bagga bagga PROPN bagga-hathi-2022 6 23 andrew andrew PROPN bagga-hathi-2022 6 24 piper piper PROPN bagga-hathi-2022 6 25 abstract abstract ADJ bagga-hathi-2022 6 26 we we PRON bagga-hathi-2022 6 27 present present VERB bagga-hathi-2022 6 28 a a DET bagga-hathi-2022 6 29 new new ADJ bagga-hathi-2022 6 30 dataset dataset NOUN bagga-hathi-2022 6 31 built build VERB bagga-hathi-2022 6 32 on on ADP bagga-hathi-2022 6 33 prior prior ADJ bagga-hathi-2022 6 34 work work NOUN bagga-hathi-2022 6 35 consisting consist VERB bagga-hathi-2022 6 36 of of ADP bagga-hathi-2022 6 37 1,671,370 1,671,370 NUM bagga-hathi-2022 6 38 randomly randomly ADV bagga-hathi-2022 6 39 sampled sample VERB bagga-hathi-2022 6 40 pages page NOUN bagga-hathi-2022 6 41 of of ADP bagga-hathi-2022 6 42 english english ADJ bagga-hathi-2022 6 43 - - PUNCT bagga-hathi-2022 6 44 language language NOUN bagga-hathi-2022 6 45 prose prose NOUN bagga-hathi-2022 6 46 roughly roughly ADV bagga-hathi-2022 6 47 divided divide VERB bagga-hathi-2022 6 48 between between ADP bagga-hathi-2022 6 49 modes mode NOUN bagga-hathi-2022 6 50 of of ADP bagga-hathi-2022 6 51 fictional fictional ADJ bagga-hathi-2022 6 52 and and CCONJ bagga-hathi-2022 6 53 non non ADJ bagga-hathi-2022 6 54 - - ADJ bagga-hathi-2022 6 55 fictional fictional ADJ bagga-hathi-2022 6 56 writing writing NOUN bagga-hathi-2022 6 57 and and CCONJ bagga-hathi-2022 6 58 published publish VERB bagga-hathi-2022 6 59 between between ADP bagga-hathi-2022 6 60 the the DET bagga-hathi-2022 6 61 years year NOUN bagga-hathi-2022 6 62 1800 1800 NUM bagga-hathi-2022 6 63 and and CCONJ bagga-hathi-2022 6 64 2000 2000 NUM bagga-hathi-2022 6 65 . . PUNCT bagga-hathi-2022 7 1 in in ADP bagga-hathi-2022 7 2 addition addition NOUN bagga-hathi-2022 7 3 to to ADP bagga-hathi-2022 7 4 focusing focus VERB bagga-hathi-2022 7 5 on on ADP bagga-hathi-2022 7 6 the the DET bagga-hathi-2022 7 7 “ " PUNCT bagga-hathi-2022 7 8 page page NOUN bagga-hathi-2022 7 9 ’’ ’' PUNCT bagga-hathi-2022 7 10 as as SCONJ bagga-hathi-2022 7 11 the the DET bagga-hathi-2022 7 12 basic basic ADJ bagga-hathi-2022 7 13 bibliographic bibliographic ADJ bagga-hathi-2022 7 14 unit unit NOUN bagga-hathi-2022 7 15 , , PUNCT bagga-hathi-2022 7 16 our our PRON bagga-hathi-2022 7 17 work work NOUN bagga-hathi-2022 7 18 employs employ VERB bagga-hathi-2022 7 19 a a DET bagga-hathi-2022 7 20 single single ADJ bagga-hathi-2022 7 21 predictive predictive ADJ bagga-hathi-2022 7 22 model model NOUN bagga-hathi-2022 7 23 for for ADP bagga-hathi-2022 7 24 the the DET bagga-hathi-2022 7 25 historical historical ADJ bagga-hathi-2022 7 26 period period NOUN bagga-hathi-2022 7 27 under under ADP bagga-hathi-2022 7 28 consideration consideration NOUN bagga-hathi-2022 7 29 in in ADP bagga-hathi-2022 7 30 contrast contrast NOUN bagga-hathi-2022 7 31 to to ADP bagga-hathi-2022 7 32 prior prior ADJ bagga-hathi-2022 7 33 work work NOUN bagga-hathi-2022 7 34 . . PUNCT bagga-hathi-2022 8 1 besides besides SCONJ bagga-hathi-2022 8 2 publication publication NOUN bagga-hathi-2022 8 3 metadata metadata NOUN bagga-hathi-2022 8 4 , , PUNCT bagga-hathi-2022 8 5 we we PRON bagga-hathi-2022 8 6 also also ADV bagga-hathi-2022 8 7 provide provide VERB bagga-hathi-2022 8 8 an an DET bagga-hathi-2022 8 9 enriched enrich VERB bagga-hathi-2022 8 10 feature feature NOUN bagga-hathi-2022 8 11 set set VERB bagga-hathi-2022 8 12 of of ADP bagga-hathi-2022 8 13 107 107 NUM bagga-hathi-2022 8 14 features feature NOUN bagga-hathi-2022 8 15 including include VERB bagga-hathi-2022 8 16 part part NOUN bagga-hathi-2022 8 17 - - PUNCT bagga-hathi-2022 8 18 of of ADP bagga-hathi-2022 8 19 - - PUNCT bagga-hathi-2022 8 20 speech speech NOUN bagga-hathi-2022 8 21 tags tag NOUN bagga-hathi-2022 8 22 , , PUNCT bagga-hathi-2022 8 23 sentiment sentiment NOUN bagga-hathi-2022 8 24 scores score NOUN bagga-hathi-2022 8 25 , , PUNCT bagga-hathi-2022 8 26 word word NOUN bagga-hathi-2022 8 27 supersenses supersense NOUN bagga-hathi-2022 8 28 and and CCONJ bagga-hathi-2022 8 29 more more ADJ bagga-hathi-2022 8 30 . . PUNCT bagga-hathi-2022 9 1 our our PRON bagga-hathi-2022 9 2 data datum NOUN bagga-hathi-2022 9 3 is be AUX bagga-hathi-2022 9 4 designed design VERB bagga-hathi-2022 9 5 to to PART bagga-hathi-2022 9 6 give give VERB bagga-hathi-2022 9 7 researchers researcher NOUN bagga-hathi-2022 9 8 in in ADP bagga-hathi-2022 9 9 the the DET bagga-hathi-2022 9 10 digital digital ADJ bagga-hathi-2022 9 11 humanities humanity NOUN bagga-hathi-2022 9 12 large large ADJ bagga-hathi-2022 9 13 yet yet CCONJ bagga-hathi-2022 9 14 portable portable ADJ bagga-hathi-2022 9 15 random random ADJ bagga-hathi-2022 9 16 samples sample NOUN bagga-hathi-2022 9 17 of of ADP bagga-hathi-2022 9 18 historical historical ADJ bagga-hathi-2022 9 19 writing writing NOUN bagga-hathi-2022 9 20 across across ADP bagga-hathi-2022 9 21 two two NUM bagga-hathi-2022 9 22 foundational foundational ADJ bagga-hathi-2022 9 23 modes mode NOUN bagga-hathi-2022 9 24 of of ADP bagga-hathi-2022 9 25 english english PROPN bagga-hathi-2022 9 26 prose prose NOUN bagga-hathi-2022 9 27 writing write VERB bagga-hathi-2022 9 28 . . PUNCT bagga-hathi-2022 10 1 we we PRON bagga-hathi-2022 10 2 present present VERB bagga-hathi-2022 10 3 initial initial ADJ bagga-hathi-2022 10 4 insights insight NOUN bagga-hathi-2022 10 5 into into ADP bagga-hathi-2022 10 6 transformations transformation NOUN bagga-hathi-2022 10 7 of of ADP bagga-hathi-2022 10 8 linguistic linguistic ADJ bagga-hathi-2022 10 9 patterns pattern NOUN bagga-hathi-2022 10 10 across across ADP bagga-hathi-2022 10 11 this this DET bagga-hathi-2022 10 12 historical historical ADJ bagga-hathi-2022 10 13 period period NOUN bagga-hathi-2022 10 14 using use VERB bagga-hathi-2022 10 15 our our PRON bagga-hathi-2022 10 16 enriched enrich VERB bagga-hathi-2022 10 17 features feature NOUN bagga-hathi-2022 10 18 as as ADP bagga-hathi-2022 10 19 possible possible ADJ bagga-hathi-2022 10 20 pointers pointer NOUN bagga-hathi-2022 10 21 to to ADP bagga-hathi-2022 10 22 future future ADJ bagga-hathi-2022 10 23 work work NOUN bagga-hathi-2022 10 24 . . PUNCT bagga-hathi-2022 11 1 the the DET bagga-hathi-2022 11 2 data datum NOUN bagga-hathi-2022 11 3 can can AUX bagga-hathi-2022 11 4 be be AUX bagga-hathi-2022 11 5 accessed access VERB bagga-hathi-2022 11 6 at at ADP bagga-hathi-2022 11 7 https://doi.org/10.7910/dvn/hakkua https://doi.org/10.7910/dvn/hakkua PROPN bagga-hathi-2022 11 8 . . PUNCT bagga-hathi-2022 12 1 * * PUNCT bagga-hathi-2022 12 2 author author NOUN bagga-hathi-2022 12 3 affiliations affiliation NOUN bagga-hathi-2022 12 4 can can AUX bagga-hathi-2022 12 5 be be AUX bagga-hathi-2022 12 6 found find VERB bagga-hathi-2022 12 7 in in ADP bagga-hathi-2022 12 8 the the DET bagga-hathi-2022 12 9 back back ADJ bagga-hathi-2022 12 10 matter matter NOUN bagga-hathi-2022 12 11 of of ADP bagga-hathi-2022 12 12 this this DET bagga-hathi-2022 12 13 article article NOUN bagga-hathi-2022 12 14 mailto:sunyam.bagga@mail.mcgill.ca mailto:sunyam.bagga@mail.mcgill.ca NOUN bagga-hathi-2022 12 15 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 12 16 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 13 1 https://doi.org/10.7910/dvn/hakkua https://doi.org/10.7910/dvn/hakkua PROPN bagga-hathi-2022 13 2 https://orcid.org/0000-0001-6994-2192 https://orcid.org/0000-0001-6994-2192 PROPN bagga-hathi-2022 13 3 https://orcid.org/0000-0001-9663-5999 https://orcid.org/0000-0001-9663-5999 PROPN bagga-hathi-2022 13 4 2bagga 2bagga NUM bagga-hathi-2022 13 5 and and CCONJ bagga-hathi-2022 13 6 piper piper NOUN bagga-hathi-2022 13 7 journal journal NOUN bagga-hathi-2022 13 8 of of ADP bagga-hathi-2022 13 9 open open ADJ bagga-hathi-2022 13 10 humanities humanity NOUN bagga-hathi-2022 13 11 data datum NOUN bagga-hathi-2022 13 12 doi doi PROPN bagga-hathi-2022 13 13 : : PUNCT bagga-hathi-2022 13 14 10.5334 10.5334 NUM bagga-hathi-2022 13 15 / / SYM bagga-hathi-2022 13 16 johd.71 johd.71 X bagga-hathi-2022 13 17 1 1 NUM bagga-hathi-2022 13 18 context context NOUN bagga-hathi-2022 13 19 and and CCONJ bagga-hathi-2022 13 20 motivation motivation NOUN bagga-hathi-2022 13 21 understanding understand VERB bagga-hathi-2022 13 22 the the DET bagga-hathi-2022 13 23 historical historical ADJ bagga-hathi-2022 13 24 evolution evolution NOUN bagga-hathi-2022 13 25 of of ADP bagga-hathi-2022 13 26 language language NOUN bagga-hathi-2022 13 27 and and CCONJ bagga-hathi-2022 13 28 culture culture NOUN bagga-hathi-2022 13 29 is be AUX bagga-hathi-2022 13 30 a a DET bagga-hathi-2022 13 31 central central ADJ bagga-hathi-2022 13 32 mission mission NOUN bagga-hathi-2022 13 33 of of ADP bagga-hathi-2022 13 34 the the DET bagga-hathi-2022 13 35 humanities humanity NOUN bagga-hathi-2022 13 36 . . PUNCT bagga-hathi-2022 14 1 doing do VERB bagga-hathi-2022 14 2 so so ADV bagga-hathi-2022 14 3 can can AUX bagga-hathi-2022 14 4 teach teach VERB bagga-hathi-2022 14 5 us we PRON bagga-hathi-2022 14 6 about about ADP bagga-hathi-2022 14 7 the the DET bagga-hathi-2022 14 8 contingency contingency NOUN bagga-hathi-2022 14 9 of of ADP bagga-hathi-2022 14 10 ideas idea NOUN bagga-hathi-2022 14 11 ( ( PUNCT bagga-hathi-2022 14 12 versus versus ADP bagga-hathi-2022 14 13 their their PRON bagga-hathi-2022 14 14 naturalization naturalization NOUN bagga-hathi-2022 14 15 ) ) PUNCT bagga-hathi-2022 14 16 , , PUNCT bagga-hathi-2022 14 17 the the DET bagga-hathi-2022 14 18 nature nature NOUN bagga-hathi-2022 14 19 of of ADP bagga-hathi-2022 14 20 intellectual intellectual ADJ bagga-hathi-2022 14 21 , , PUNCT bagga-hathi-2022 14 22 linguistic linguistic ADJ bagga-hathi-2022 14 23 or or CCONJ bagga-hathi-2022 14 24 creative creative ADJ bagga-hathi-2022 14 25 influence influence NOUN bagga-hathi-2022 14 26 , , PUNCT bagga-hathi-2022 14 27 or or CCONJ bagga-hathi-2022 14 28 the the DET bagga-hathi-2022 14 29 relationship relationship NOUN bagga-hathi-2022 14 30 between between ADP bagga-hathi-2022 14 31 larger large ADJ bagga-hathi-2022 14 32 social social ADJ bagga-hathi-2022 14 33 forces force NOUN bagga-hathi-2022 14 34 and and CCONJ bagga-hathi-2022 14 35 human human ADJ bagga-hathi-2022 14 36 creative creative ADJ bagga-hathi-2022 14 37 behavior behavior NOUN bagga-hathi-2022 14 38 . . PUNCT bagga-hathi-2022 15 1 the the DET bagga-hathi-2022 15 2 digitization digitization NOUN bagga-hathi-2022 15 3 of of ADP bagga-hathi-2022 15 4 large large ADJ bagga-hathi-2022 15 5 historical historical ADJ bagga-hathi-2022 15 6 collections collection NOUN bagga-hathi-2022 15 7 poses pose VERB bagga-hathi-2022 15 8 a a DET bagga-hathi-2022 15 9 profound profound ADJ bagga-hathi-2022 15 10 research research NOUN bagga-hathi-2022 15 11 opportunity opportunity NOUN bagga-hathi-2022 15 12 for for ADP bagga-hathi-2022 15 13 better well ADJ bagga-hathi-2022 15 14 understanding understand VERB bagga-hathi-2022 15 15 the the DET bagga-hathi-2022 15 16 nature nature NOUN bagga-hathi-2022 15 17 of of ADP bagga-hathi-2022 15 18 cultural cultural ADJ bagga-hathi-2022 15 19 change change NOUN bagga-hathi-2022 15 20 . . PUNCT bagga-hathi-2022 16 1 however however ADV bagga-hathi-2022 16 2 , , PUNCT bagga-hathi-2022 16 3 sampling sample VERB bagga-hathi-2022 16 4 documents document NOUN bagga-hathi-2022 16 5 from from ADP bagga-hathi-2022 16 6 the the DET bagga-hathi-2022 16 7 past past NOUN bagga-hathi-2022 16 8 poses pose VERB bagga-hathi-2022 16 9 significant significant ADJ bagga-hathi-2022 16 10 challenges challenge NOUN bagga-hathi-2022 16 11 ( ( PUNCT bagga-hathi-2022 16 12 bode bode ADJ bagga-hathi-2022 16 13 , , PUNCT bagga-hathi-2022 16 14 2020 2020 NUM bagga-hathi-2022 16 15 ) ) PUNCT bagga-hathi-2022 16 16 . . PUNCT bagga-hathi-2022 17 1 in in ADP bagga-hathi-2022 17 2 addition addition NOUN bagga-hathi-2022 17 3 to to ADP bagga-hathi-2022 17 4 the the DET bagga-hathi-2022 17 5 inevitable inevitable ADJ bagga-hathi-2022 17 6 biases bias NOUN bagga-hathi-2022 17 7 introduced introduce VERB bagga-hathi-2022 17 8 through through ADP bagga-hathi-2022 17 9 historical historical ADJ bagga-hathi-2022 17 10 archiving archiving NOUN bagga-hathi-2022 17 11 practices practice NOUN bagga-hathi-2022 17 12 , , PUNCT bagga-hathi-2022 17 13 up up ADP bagga-hathi-2022 17 14 to to ADP bagga-hathi-2022 17 15 and and CCONJ bagga-hathi-2022 17 16 including include VERB bagga-hathi-2022 17 17 digitization digitization NOUN bagga-hathi-2022 17 18 , , PUNCT bagga-hathi-2022 17 19 much much ADJ bagga-hathi-2022 17 20 of of ADP bagga-hathi-2022 17 21 what what PRON bagga-hathi-2022 17 22 is be AUX bagga-hathi-2022 17 23 contained contain VERB bagga-hathi-2022 17 24 in in ADP bagga-hathi-2022 17 25 historical historical ADJ bagga-hathi-2022 17 26 archives archive NOUN bagga-hathi-2022 17 27 is be AUX bagga-hathi-2022 17 28 not not PART bagga-hathi-2022 17 29 richly richly ADV bagga-hathi-2022 17 30 indexed index VERB bagga-hathi-2022 17 31 , , PUNCT bagga-hathi-2022 17 32 providing provide VERB bagga-hathi-2022 17 33 limited limited ADJ bagga-hathi-2022 17 34 knowledge knowledge NOUN bagga-hathi-2022 17 35 of of ADP bagga-hathi-2022 17 36 the the DET bagga-hathi-2022 17 37 specific specific ADJ bagga-hathi-2022 17 38 nature nature NOUN bagga-hathi-2022 17 39 of of ADP bagga-hathi-2022 17 40 digital digital ADJ bagga-hathi-2022 17 41 collections collection NOUN bagga-hathi-2022 17 42 . . PUNCT bagga-hathi-2022 18 1 recent recent ADJ bagga-hathi-2022 18 2 work work NOUN bagga-hathi-2022 18 3 has have AUX bagga-hathi-2022 18 4 begun begin VERB bagga-hathi-2022 18 5 to to PART bagga-hathi-2022 18 6 prioritize prioritize VERB bagga-hathi-2022 18 7 this this DET bagga-hathi-2022 18 8 process process NOUN bagga-hathi-2022 18 9 of of ADP bagga-hathi-2022 18 10 enriching enrich VERB bagga-hathi-2022 18 11 historical historical ADJ bagga-hathi-2022 18 12 collections collection NOUN bagga-hathi-2022 18 13 , , PUNCT bagga-hathi-2022 18 14 using use VERB bagga-hathi-2022 18 15 emerging emerge VERB bagga-hathi-2022 18 16 techniques technique NOUN bagga-hathi-2022 18 17 in in ADP bagga-hathi-2022 18 18 machine machine NOUN bagga-hathi-2022 18 19 learning learn VERB bagga-hathi-2022 18 20 to to PART bagga-hathi-2022 18 21 identify identify VERB bagga-hathi-2022 18 22 , , PUNCT bagga-hathi-2022 18 23 for for ADP bagga-hathi-2022 18 24 example example NOUN bagga-hathi-2022 18 25 , , PUNCT bagga-hathi-2022 18 26 genre genre NOUN bagga-hathi-2022 18 27 - - PUNCT bagga-hathi-2022 18 28 level level NOUN bagga-hathi-2022 18 29 ( ( PUNCT bagga-hathi-2022 18 30 underwood underwood NOUN bagga-hathi-2022 18 31 , , PUNCT bagga-hathi-2022 18 32 kimutis kimutis PROPN bagga-hathi-2022 18 33 , , PUNCT bagga-hathi-2022 18 34 & & CCONJ bagga-hathi-2022 18 35 witte witte PROPN bagga-hathi-2022 18 36 , , PUNCT bagga-hathi-2022 18 37 2020 2020 NUM bagga-hathi-2022 18 38 ) ) PUNCT bagga-hathi-2022 18 39 or or CCONJ bagga-hathi-2022 18 40 visual visual ADJ bagga-hathi-2022 18 41 - - PUNCT bagga-hathi-2022 18 42 level level NOUN bagga-hathi-2022 18 43 ( ( PUNCT bagga-hathi-2022 18 44 fyfe fyfe PROPN bagga-hathi-2022 18 45 & & CCONJ bagga-hathi-2022 18 46 ge ge PROPN bagga-hathi-2022 18 47 , , PUNCT bagga-hathi-2022 18 48 2018 2018 NUM bagga-hathi-2022 18 49 ; ; PUNCT bagga-hathi-2022 18 50 piper piper NOUN bagga-hathi-2022 18 51 , , PUNCT bagga-hathi-2022 18 52 wellmon wellmon NOUN bagga-hathi-2022 18 53 , , PUNCT bagga-hathi-2022 18 54 & & CCONJ bagga-hathi-2022 18 55 cheriet cheriet PROPN bagga-hathi-2022 18 56 , , PUNCT bagga-hathi-2022 18 57 2020 2020 NUM bagga-hathi-2022 18 58 ) ) PUNCT bagga-hathi-2022 18 59 qualities quality NOUN bagga-hathi-2022 18 60 of of ADP bagga-hathi-2022 18 61 digitized digitized ADJ bagga-hathi-2022 18 62 texts text NOUN bagga-hathi-2022 18 63 to to PART bagga-hathi-2022 18 64 support support VERB bagga-hathi-2022 18 65 further further ADJ bagga-hathi-2022 18 66 research research NOUN bagga-hathi-2022 18 67 . . PUNCT bagga-hathi-2022 19 1 at at ADP bagga-hathi-2022 19 2 the the DET bagga-hathi-2022 19 3 same same ADJ bagga-hathi-2022 19 4 time time NOUN bagga-hathi-2022 19 5 , , PUNCT bagga-hathi-2022 19 6 major major ADJ bagga-hathi-2022 19 7 technical technical ADJ bagga-hathi-2022 19 8 and and CCONJ bagga-hathi-2022 19 9 legal legal ADJ bagga-hathi-2022 19 10 hurdles hurdle NOUN bagga-hathi-2022 19 11 remain remain VERB bagga-hathi-2022 19 12 in in ADP bagga-hathi-2022 19 13 place place NOUN bagga-hathi-2022 19 14 inhibiting inhibit VERB bagga-hathi-2022 19 15 wider wide ADJ bagga-hathi-2022 19 16 access access NOUN bagga-hathi-2022 19 17 to to ADP bagga-hathi-2022 19 18 historical historical ADJ bagga-hathi-2022 19 19 cultural cultural ADJ bagga-hathi-2022 19 20 data datum NOUN bagga-hathi-2022 19 21 . . PUNCT bagga-hathi-2022 20 1 copyright copyright NOUN bagga-hathi-2022 20 2 restrictions restriction NOUN bagga-hathi-2022 20 3 continue continue VERB bagga-hathi-2022 20 4 to to PART bagga-hathi-2022 20 5 limit limit VERB bagga-hathi-2022 20 6 access access NOUN bagga-hathi-2022 20 7 to to ADP bagga-hathi-2022 20 8 large large ADJ bagga-hathi-2022 20 9 amounts amount NOUN bagga-hathi-2022 20 10 of of ADP bagga-hathi-2022 20 11 material material NOUN bagga-hathi-2022 20 12 covering cover VERB bagga-hathi-2022 20 13 broad broad ADJ bagga-hathi-2022 20 14 stretches stretch NOUN bagga-hathi-2022 20 15 of of ADP bagga-hathi-2022 20 16 time time NOUN bagga-hathi-2022 20 17 . . PUNCT bagga-hathi-2022 21 1 while while SCONJ bagga-hathi-2022 21 2 admirable admirable ADJ bagga-hathi-2022 21 3 technical technical ADJ bagga-hathi-2022 21 4 solutions solution NOUN bagga-hathi-2022 21 5 have have AUX bagga-hathi-2022 21 6 been be AUX bagga-hathi-2022 21 7 implemented implement VERB bagga-hathi-2022 21 8 to to PART bagga-hathi-2022 21 9 make make VERB bagga-hathi-2022 21 10 copyright copyright NOUN bagga-hathi-2022 21 11 - - PUNCT bagga-hathi-2022 21 12 restricted restrict VERB bagga-hathi-2022 21 13 material material NOUN bagga-hathi-2022 21 14 accessible accessible ADJ bagga-hathi-2022 21 15 , , PUNCT bagga-hathi-2022 21 16 these these DET bagga-hathi-2022 21 17 solutions solution NOUN bagga-hathi-2022 21 18 require require VERB bagga-hathi-2022 21 19 high high ADJ bagga-hathi-2022 21 20 levels level NOUN bagga-hathi-2022 21 21 of of ADP bagga-hathi-2022 21 22 technical technical ADJ bagga-hathi-2022 21 23 expertise expertise NOUN bagga-hathi-2022 21 24 that that PRON bagga-hathi-2022 21 25 exceed exceed VERB bagga-hathi-2022 21 26 most most ADJ bagga-hathi-2022 21 27 researchers.1 researchers.1 ADP bagga-hathi-2022 21 28 it it PRON bagga-hathi-2022 21 29 is be AUX bagga-hathi-2022 21 30 with with ADP bagga-hathi-2022 21 31 these these DET bagga-hathi-2022 21 32 challenges challenge NOUN bagga-hathi-2022 21 33 and and CCONJ bagga-hathi-2022 21 34 opportunities opportunity NOUN bagga-hathi-2022 21 35 in in ADP bagga-hathi-2022 21 36 mind mind NOUN bagga-hathi-2022 21 37 that that SCONJ bagga-hathi-2022 21 38 we we PRON bagga-hathi-2022 21 39 build build VERB bagga-hathi-2022 21 40 on on ADP bagga-hathi-2022 21 41 prior prior ADJ bagga-hathi-2022 21 42 work work NOUN bagga-hathi-2022 21 43 ( ( PUNCT bagga-hathi-2022 21 44 underwood underwood PROPN bagga-hathi-2022 21 45 et et PROPN bagga-hathi-2022 21 46 al al PROPN bagga-hathi-2022 21 47 . . PROPN bagga-hathi-2022 21 48 , , PUNCT bagga-hathi-2022 21 49 2020 2020 NUM bagga-hathi-2022 21 50 ) ) PUNCT bagga-hathi-2022 21 51 to to PART bagga-hathi-2022 21 52 generate generate VERB bagga-hathi-2022 21 53 a a DET bagga-hathi-2022 21 54 large large ADJ bagga-hathi-2022 21 55 sample sample NOUN bagga-hathi-2022 21 56 of of ADP bagga-hathi-2022 21 57 richly richly ADV bagga-hathi-2022 21 58 annotated annotate VERB bagga-hathi-2022 21 59 prose prose NOUN bagga-hathi-2022 21 60 data datum NOUN bagga-hathi-2022 21 61 in in ADP bagga-hathi-2022 21 62 english english PROPN bagga-hathi-2022 21 63 drawn draw VERB bagga-hathi-2022 21 64 from from ADP bagga-hathi-2022 21 65 the the DET bagga-hathi-2022 21 66 hathi hathi NOUN bagga-hathi-2022 21 67 trust trust NOUN bagga-hathi-2022 21 68 digital digital ADJ bagga-hathi-2022 21 69 library library NOUN bagga-hathi-2022 21 70 . . PUNCT bagga-hathi-2022 22 1 the the DET bagga-hathi-2022 22 2 hathi hathi NOUN bagga-hathi-2022 22 3 trust trust PROPN bagga-hathi-2022 22 4 digital digital ADJ bagga-hathi-2022 22 5 library library NOUN bagga-hathi-2022 22 6 represents represent VERB bagga-hathi-2022 22 7 the the DET bagga-hathi-2022 22 8 largest large ADJ bagga-hathi-2022 22 9 collection collection NOUN bagga-hathi-2022 22 10 of of ADP bagga-hathi-2022 22 11 digitized digitized ADJ bagga-hathi-2022 22 12 historical historical ADJ bagga-hathi-2022 22 13 documents document NOUN bagga-hathi-2022 22 14 in in ADP bagga-hathi-2022 22 15 english english PROPN bagga-hathi-2022 22 16 , , PUNCT bagga-hathi-2022 22 17 with with ADP bagga-hathi-2022 22 18 over over ADP bagga-hathi-2022 22 19 17 17 NUM bagga-hathi-2022 22 20 million million NUM bagga-hathi-2022 22 21 volumes volume NOUN bagga-hathi-2022 22 22 . . PUNCT bagga-hathi-2022 23 1 it it PRON bagga-hathi-2022 23 2 therefore therefore ADV bagga-hathi-2022 23 3 represents represent VERB bagga-hathi-2022 23 4 an an DET bagga-hathi-2022 23 5 ideal ideal ADJ bagga-hathi-2022 23 6 resource resource NOUN bagga-hathi-2022 23 7 for for ADP bagga-hathi-2022 23 8 the the DET bagga-hathi-2022 23 9 historical historical ADJ bagga-hathi-2022 23 10 study study NOUN bagga-hathi-2022 23 11 of of ADP bagga-hathi-2022 23 12 cultural cultural ADJ bagga-hathi-2022 23 13 documents document NOUN bagga-hathi-2022 23 14 up up ADP bagga-hathi-2022 23 15 to to ADP bagga-hathi-2022 23 16 the the DET bagga-hathi-2022 23 17 very very ADV bagga-hathi-2022 23 18 recent recent ADJ bagga-hathi-2022 23 19 past past NOUN bagga-hathi-2022 23 20 . . PUNCT bagga-hathi-2022 24 1 due due ADP bagga-hathi-2022 24 2 to to ADP bagga-hathi-2022 24 3 the the DET bagga-hathi-2022 24 4 aforementioned aforementioned ADJ bagga-hathi-2022 24 5 copyright copyright NOUN bagga-hathi-2022 24 6 restrictions restriction NOUN bagga-hathi-2022 24 7 , , PUNCT bagga-hathi-2022 24 8 our our PRON bagga-hathi-2022 24 9 data datum NOUN bagga-hathi-2022 24 10 takes take VERB bagga-hathi-2022 24 11 the the DET bagga-hathi-2022 24 12 form form NOUN bagga-hathi-2022 24 13 of of ADP bagga-hathi-2022 24 14 page page NOUN bagga-hathi-2022 24 15 - - PUNCT bagga-hathi-2022 24 16 level level NOUN bagga-hathi-2022 24 17 metadata metadata NOUN bagga-hathi-2022 24 18 , , PUNCT bagga-hathi-2022 24 19 which which PRON bagga-hathi-2022 24 20 include include VERB bagga-hathi-2022 24 21 document document NOUN bagga-hathi-2022 24 22 ids ids NOUN bagga-hathi-2022 24 23 , , PUNCT bagga-hathi-2022 24 24 estimated estimate VERB bagga-hathi-2022 24 25 publication publication NOUN bagga-hathi-2022 24 26 dates date NOUN bagga-hathi-2022 24 27 , , PUNCT bagga-hathi-2022 24 28 author author NOUN bagga-hathi-2022 24 29 and and CCONJ bagga-hathi-2022 24 30 titles title NOUN bagga-hathi-2022 24 31 , , PUNCT bagga-hathi-2022 24 32 word word NOUN bagga-hathi-2022 24 33 and and CCONJ bagga-hathi-2022 24 34 part part ADJ bagga-hathi-2022 24 35 - - PUNCT bagga-hathi-2022 24 36 ofspeech ofspeech ADJ bagga-hathi-2022 24 37 frequencies frequency NOUN bagga-hathi-2022 24 38 , , PUNCT bagga-hathi-2022 24 39 and and CCONJ bagga-hathi-2022 24 40 a a DET bagga-hathi-2022 24 41 small small ADJ bagga-hathi-2022 24 42 set set NOUN bagga-hathi-2022 24 43 of of ADP bagga-hathi-2022 24 44 enriched enrich VERB bagga-hathi-2022 24 45 higher high ADJ bagga-hathi-2022 24 46 - - PUNCT bagga-hathi-2022 24 47 level level NOUN bagga-hathi-2022 24 48 features feature NOUN bagga-hathi-2022 24 49 which which PRON bagga-hathi-2022 24 50 we we PRON bagga-hathi-2022 24 51 describe describe VERB bagga-hathi-2022 24 52 below below ADV bagga-hathi-2022 24 53 in in ADP bagga-hathi-2022 24 54 greater great ADJ bagga-hathi-2022 24 55 detail detail NOUN bagga-hathi-2022 24 56 . . PUNCT bagga-hathi-2022 25 1 this this DET bagga-hathi-2022 25 2 data data NOUN bagga-hathi-2022 25 3 allows allow VERB bagga-hathi-2022 25 4 researchers researcher NOUN bagga-hathi-2022 25 5 to to PART bagga-hathi-2022 25 6 work work VERB bagga-hathi-2022 25 7 directly directly ADV bagga-hathi-2022 25 8 with with ADP bagga-hathi-2022 25 9 our our PRON bagga-hathi-2022 25 10 corpus corpus NOUN bagga-hathi-2022 25 11 on on ADP bagga-hathi-2022 25 12 questions question NOUN bagga-hathi-2022 25 13 of of ADP bagga-hathi-2022 25 14 historical historical ADJ bagga-hathi-2022 25 15 interest interest NOUN bagga-hathi-2022 25 16 , , PUNCT bagga-hathi-2022 25 17 whether whether SCONJ bagga-hathi-2022 25 18 focusing focus VERB bagga-hathi-2022 25 19 on on ADP bagga-hathi-2022 25 20 specific specific ADJ bagga-hathi-2022 25 21 linguistic linguistic ADJ bagga-hathi-2022 25 22 or or CCONJ bagga-hathi-2022 25 23 stylistic stylistic ADJ bagga-hathi-2022 25 24 changes change NOUN bagga-hathi-2022 25 25 over over ADP bagga-hathi-2022 25 26 time time NOUN bagga-hathi-2022 25 27 , , PUNCT bagga-hathi-2022 25 28 larger large ADJ bagga-hathi-2022 25 29 thematic thematic ADJ bagga-hathi-2022 25 30 shifts shift NOUN bagga-hathi-2022 25 31 by by ADP bagga-hathi-2022 25 32 mode mode NOUN bagga-hathi-2022 25 33 of of ADP bagga-hathi-2022 25 34 writing writing NOUN bagga-hathi-2022 25 35 , , PUNCT bagga-hathi-2022 25 36 or or CCONJ bagga-hathi-2022 25 37 even even ADV bagga-hathi-2022 25 38 towards towards ADP bagga-hathi-2022 25 39 further further ADJ bagga-hathi-2022 25 40 refining refine VERB bagga-hathi-2022 25 41 the the DET bagga-hathi-2022 25 42 classificatory classificatory ADJ bagga-hathi-2022 25 43 annotation annotation NOUN bagga-hathi-2022 25 44 we we PRON bagga-hathi-2022 25 45 have have AUX bagga-hathi-2022 25 46 undertaken undertake VERB bagga-hathi-2022 25 47 here here ADV bagga-hathi-2022 25 48 to to PART bagga-hathi-2022 25 49 develop develop VERB bagga-hathi-2022 25 50 finer finer ADJ bagga-hathi-2022 25 51 - - PUNCT bagga-hathi-2022 25 52 grained grain VERB bagga-hathi-2022 25 53 subgroupings subgrouping NOUN bagga-hathi-2022 25 54 within within ADP bagga-hathi-2022 25 55 our our PRON bagga-hathi-2022 25 56 data datum NOUN bagga-hathi-2022 25 57 . . PUNCT bagga-hathi-2022 26 1 finally finally ADV bagga-hathi-2022 26 2 , , PUNCT bagga-hathi-2022 26 3 researchers researcher NOUN bagga-hathi-2022 26 4 can can AUX bagga-hathi-2022 26 5 also also ADV bagga-hathi-2022 26 6 use use VERB bagga-hathi-2022 26 7 the the DET bagga-hathi-2022 26 8 page page NOUN bagga-hathi-2022 26 9 ids id NOUN bagga-hathi-2022 26 10 to to PART bagga-hathi-2022 26 11 refer refer VERB bagga-hathi-2022 26 12 back back ADV bagga-hathi-2022 26 13 to to ADP bagga-hathi-2022 26 14 the the DET bagga-hathi-2022 26 15 hathi hathi NOUN bagga-hathi-2022 26 16 trust trust NOUN bagga-hathi-2022 26 17 collections collection NOUN bagga-hathi-2022 26 18 to to PART bagga-hathi-2022 26 19 work work VERB bagga-hathi-2022 26 20 directly directly ADV bagga-hathi-2022 26 21 with with ADP bagga-hathi-2022 26 22 the the DET bagga-hathi-2022 26 23 full full ADJ bagga-hathi-2022 26 24 text text NOUN bagga-hathi-2022 26 25 data datum NOUN bagga-hathi-2022 26 26 using use VERB bagga-hathi-2022 26 27 their their PRON bagga-hathi-2022 26 28 capsule capsule ADJ bagga-hathi-2022 26 29 system system NOUN bagga-hathi-2022 26 30 . . PUNCT bagga-hathi-2022 27 1 the the DET bagga-hathi-2022 27 2 procedures procedure NOUN bagga-hathi-2022 27 3 we we PRON bagga-hathi-2022 27 4 use use VERB bagga-hathi-2022 27 5 to to PART bagga-hathi-2022 27 6 annotate annotate VERB bagga-hathi-2022 27 7 our our PRON bagga-hathi-2022 27 8 prose prose NOUN bagga-hathi-2022 27 9 data datum NOUN bagga-hathi-2022 27 10 , , PUNCT bagga-hathi-2022 27 11 which which PRON bagga-hathi-2022 27 12 we we PRON bagga-hathi-2022 27 13 describe describe VERB bagga-hathi-2022 27 14 more more ADV bagga-hathi-2022 27 15 fully fully ADV bagga-hathi-2022 27 16 below below ADV bagga-hathi-2022 27 17 , , PUNCT bagga-hathi-2022 27 18 offer offer VERB bagga-hathi-2022 27 19 the the DET bagga-hathi-2022 27 20 following follow VERB bagga-hathi-2022 27 21 affordances affordance NOUN bagga-hathi-2022 27 22 for for ADP bagga-hathi-2022 27 23 historical historical ADJ bagga-hathi-2022 27 24 study study NOUN bagga-hathi-2022 27 25 . . PUNCT bagga-hathi-2022 28 1 the the DET bagga-hathi-2022 28 2 page page NOUN bagga-hathi-2022 28 3 as as ADP bagga-hathi-2022 28 4 historical historical ADJ bagga-hathi-2022 28 5 unit unit NOUN bagga-hathi-2022 28 6 . . PUNCT bagga-hathi-2022 29 1 recent recent ADJ bagga-hathi-2022 29 2 work work NOUN bagga-hathi-2022 29 3 has have AUX bagga-hathi-2022 29 4 emphasized emphasize VERB bagga-hathi-2022 29 5 the the DET bagga-hathi-2022 29 6 importance importance NOUN bagga-hathi-2022 29 7 of of ADP bagga-hathi-2022 29 8 the the DET bagga-hathi-2022 29 9 “ " PUNCT bagga-hathi-2022 29 10 page page NOUN bagga-hathi-2022 29 11 ” " PUNCT bagga-hathi-2022 29 12 as as ADP bagga-hathi-2022 29 13 a a DET bagga-hathi-2022 29 14 distinct distinct ADJ bagga-hathi-2022 29 15 historical historical ADJ bagga-hathi-2022 29 16 artifact artifact NOUN bagga-hathi-2022 29 17 for for ADP bagga-hathi-2022 29 18 both both DET bagga-hathi-2022 29 19 reading reading NOUN bagga-hathi-2022 29 20 and and CCONJ bagga-hathi-2022 29 21 viewing view VERB bagga-hathi-2022 29 22 ( ( PUNCT bagga-hathi-2022 29 23 mak mak PROPN bagga-hathi-2022 29 24 , , PUNCT bagga-hathi-2022 29 25 2011 2011 NUM bagga-hathi-2022 29 26 ) ) PUNCT bagga-hathi-2022 29 27 . . PUNCT bagga-hathi-2022 30 1 focusing focus VERB bagga-hathi-2022 30 2 on on ADP bagga-hathi-2022 30 3 the the DET bagga-hathi-2022 30 4 page page NOUN bagga-hathi-2022 30 5 as as ADP bagga-hathi-2022 30 6 the the DET bagga-hathi-2022 30 7 primary primary ADJ bagga-hathi-2022 30 8 sampling sampling NOUN bagga-hathi-2022 30 9 unit unit NOUN bagga-hathi-2022 30 10 of of ADP bagga-hathi-2022 30 11 writing write VERB bagga-hathi-2022 30 12 from from ADP bagga-hathi-2022 30 13 the the DET bagga-hathi-2022 30 14 past past NOUN bagga-hathi-2022 30 15 can can AUX bagga-hathi-2022 30 16 help help VERB bagga-hathi-2022 30 17 address address VERB bagga-hathi-2022 30 18 two two NUM bagga-hathi-2022 30 19 key key ADJ bagga-hathi-2022 30 20 research research NOUN bagga-hathi-2022 30 21 challenges challenge NOUN bagga-hathi-2022 30 22 . . PUNCT bagga-hathi-2022 31 1 first first ADV bagga-hathi-2022 31 2 , , PUNCT bagga-hathi-2022 31 3 it it PRON bagga-hathi-2022 31 4 can can AUX bagga-hathi-2022 31 5 help help VERB bagga-hathi-2022 31 6 avoid avoid VERB bagga-hathi-2022 31 7 problems problem NOUN bagga-hathi-2022 31 8 of of ADP bagga-hathi-2022 31 9 over-/under over-/under ADV bagga-hathi-2022 31 10 - - PUNCT bagga-hathi-2022 31 11 sampling sampling NOUN bagga-hathi-2022 31 12 from from ADP bagga-hathi-2022 31 13 long long ADJ bagga-hathi-2022 31 14 / / SYM bagga-hathi-2022 31 15 short short ADJ bagga-hathi-2022 31 16 works work NOUN bagga-hathi-2022 31 17 . . PUNCT bagga-hathi-2022 32 1 given give VERB bagga-hathi-2022 32 2 that that DET bagga-hathi-2022 32 3 historical historical ADJ bagga-hathi-2022 32 4 collections collection NOUN bagga-hathi-2022 32 5 contain contain VERB bagga-hathi-2022 32 6 works work NOUN bagga-hathi-2022 32 7 of of ADP bagga-hathi-2022 32 8 very very ADV bagga-hathi-2022 32 9 high high ADJ bagga-hathi-2022 32 10 levels level NOUN bagga-hathi-2022 32 11 of of ADP bagga-hathi-2022 32 12 variability variability NOUN bagga-hathi-2022 32 13 when when SCONJ bagga-hathi-2022 32 14 it it PRON bagga-hathi-2022 32 15 comes come VERB bagga-hathi-2022 32 16 to to ADP bagga-hathi-2022 32 17 page page NOUN bagga-hathi-2022 32 18 length length NOUN bagga-hathi-2022 32 19 , , PUNCT bagga-hathi-2022 32 20 sampling sample VERB bagga-hathi-2022 32 21 limited limited ADJ bagga-hathi-2022 32 22 numbers number NOUN bagga-hathi-2022 32 23 of of ADP bagga-hathi-2022 32 24 pages page NOUN bagga-hathi-2022 32 25 from from ADP bagga-hathi-2022 32 26 individual individual ADJ bagga-hathi-2022 32 27 works work NOUN bagga-hathi-2022 32 28 can can AUX bagga-hathi-2022 32 29 contribute contribute VERB bagga-hathi-2022 32 30 to to ADP bagga-hathi-2022 32 31 the the DET bagga-hathi-2022 32 32 collection collection NOUN bagga-hathi-2022 32 33 of of ADP bagga-hathi-2022 32 34 a a DET bagga-hathi-2022 32 35 broader broad ADJ bagga-hathi-2022 32 36 cross cross NOUN bagga-hathi-2022 32 37 - - NOUN bagga-hathi-2022 32 38 section section NOUN bagga-hathi-2022 32 39 of of ADP bagga-hathi-2022 32 40 writing writing NOUN bagga-hathi-2022 32 41 and and CCONJ bagga-hathi-2022 32 42 avoid avoid VERB bagga-hathi-2022 32 43 problems problem NOUN bagga-hathi-2022 32 44 of of ADP bagga-hathi-2022 32 45 longer long ADV bagga-hathi-2022 32 46 works work VERB bagga-hathi-2022 32 47 being be AUX bagga-hathi-2022 32 48 overweighted overweighte VERB bagga-hathi-2022 32 49 . . PUNCT bagga-hathi-2022 33 1 second second ADV bagga-hathi-2022 33 2 , , PUNCT bagga-hathi-2022 33 3 the the DET bagga-hathi-2022 33 4 page page NOUN bagga-hathi-2022 33 5 also also ADV bagga-hathi-2022 33 6 offers offer VERB bagga-hathi-2022 33 7 insights insight NOUN bagga-hathi-2022 33 8 into into ADP bagga-hathi-2022 33 9 the the DET bagga-hathi-2022 33 10 material material ADJ bagga-hathi-2022 33 11 conditions condition NOUN bagga-hathi-2022 33 12 of of ADP bagga-hathi-2022 33 13 writing writing NOUN bagga-hathi-2022 33 14 that that PRON bagga-hathi-2022 33 15 have have AUX bagga-hathi-2022 33 16 been be AUX bagga-hathi-2022 33 17 of of ADP bagga-hathi-2022 33 18 interest interest NOUN bagga-hathi-2022 33 19 to to ADP bagga-hathi-2022 33 20 historians historian NOUN bagga-hathi-2022 33 21 of of ADP bagga-hathi-2022 33 22 the the DET bagga-hathi-2022 33 23 book book NOUN bagga-hathi-2022 33 24 . . PUNCT bagga-hathi-2022 34 1 by by ADP bagga-hathi-2022 34 2 focusing focus VERB bagga-hathi-2022 34 3 on on ADP bagga-hathi-2022 34 4 the the DET bagga-hathi-2022 34 5 page page NOUN bagga-hathi-2022 34 6 as as ADP bagga-hathi-2022 34 7 the the DET bagga-hathi-2022 34 8 sampling sample VERB bagga-hathi-2022 34 9 unit unit NOUN bagga-hathi-2022 34 10 , , PUNCT bagga-hathi-2022 34 11 researchers researcher NOUN bagga-hathi-2022 34 12 can can AUX bagga-hathi-2022 34 13 recover recover VERB bagga-hathi-2022 34 14 physical physical ADJ bagga-hathi-2022 34 15 traces trace NOUN bagga-hathi-2022 34 16 of of ADP bagga-hathi-2022 34 17 reading read VERB bagga-hathi-2022 34 18 and and CCONJ bagga-hathi-2022 34 19 writing write VERB bagga-hathi-2022 34 20 from from ADP bagga-hathi-2022 34 21 the the DET bagga-hathi-2022 34 22 page page NOUN bagga-hathi-2022 34 23 structure structure NOUN bagga-hathi-2022 34 24 and and CCONJ bagga-hathi-2022 34 25 observe observe VERB bagga-hathi-2022 34 26 how how SCONJ bagga-hathi-2022 34 27 these these PRON bagga-hathi-2022 34 28 vary vary VERB bagga-hathi-2022 34 29 over over ADP bagga-hathi-2022 34 30 time time NOUN bagga-hathi-2022 34 31 given give VERB bagga-hathi-2022 34 32 a a DET bagga-hathi-2022 34 33 representative representative ADJ bagga-hathi-2022 34 34 sample sample NOUN bagga-hathi-2022 34 35 of of ADP bagga-hathi-2022 34 36 writing writing NOUN bagga-hathi-2022 34 37 . . PUNCT bagga-hathi-2022 35 1 nevertheless nevertheless ADV bagga-hathi-2022 35 2 , , PUNCT bagga-hathi-2022 35 3 we we PRON bagga-hathi-2022 35 4 also also ADV bagga-hathi-2022 35 5 retain retain VERB bagga-hathi-2022 35 6 book book NOUN bagga-hathi-2022 35 7 - - PUNCT bagga-hathi-2022 35 8 level level NOUN bagga-hathi-2022 35 9 metadata metadata NOUN bagga-hathi-2022 35 10 so so SCONJ bagga-hathi-2022 35 11 that that SCONJ bagga-hathi-2022 35 12 researchers researcher NOUN bagga-hathi-2022 35 13 can can AUX bagga-hathi-2022 35 14 also also ADV bagga-hathi-2022 35 15 work work VERB bagga-hathi-2022 35 16 at at ADP bagga-hathi-2022 35 17 the the DET bagga-hathi-2022 35 18 work work NOUN bagga-hathi-2022 35 19 - - PUNCT bagga-hathi-2022 35 20 level level NOUN bagga-hathi-2022 35 21 if if SCONJ bagga-hathi-2022 35 22 interested interested ADJ bagga-hathi-2022 35 23 . . PUNCT bagga-hathi-2022 36 1 comparative comparative ADJ bagga-hathi-2022 36 2 framework framework NOUN bagga-hathi-2022 36 3 . . PUNCT bagga-hathi-2022 37 1 for for ADP bagga-hathi-2022 37 2 the the DET bagga-hathi-2022 37 3 period period NOUN bagga-hathi-2022 37 4 under under ADP bagga-hathi-2022 37 5 investigation investigation NOUN bagga-hathi-2022 37 6 , , PUNCT bagga-hathi-2022 37 7 writing write VERB bagga-hathi-2022 37 8 in in ADP bagga-hathi-2022 37 9 prose prose NOUN bagga-hathi-2022 37 10 is be AUX bagga-hathi-2022 37 11 by by ADP bagga-hathi-2022 37 12 far far ADV bagga-hathi-2022 37 13 the the DET bagga-hathi-2022 37 14 dominant dominant ADJ bagga-hathi-2022 37 15 mode mode NOUN bagga-hathi-2022 37 16 during during ADP bagga-hathi-2022 37 17 these these DET bagga-hathi-2022 37 18 years year NOUN bagga-hathi-2022 37 19 . . PUNCT bagga-hathi-2022 38 1 while while SCONJ bagga-hathi-2022 38 2 prior prior ADJ bagga-hathi-2022 38 3 work work NOUN bagga-hathi-2022 38 4 has have AUX bagga-hathi-2022 38 5 developed develop VERB bagga-hathi-2022 38 6 models model NOUN bagga-hathi-2022 38 7 for for ADP bagga-hathi-2022 38 8 the the DET bagga-hathi-2022 38 9 detection detection NOUN bagga-hathi-2022 38 10 of of ADP bagga-hathi-2022 38 11 prose prose ADJ bagga-hathi-2022 38 12 fiction fiction NOUN bagga-hathi-2022 38 13 during during ADP bagga-hathi-2022 38 14 this this DET bagga-hathi-2022 38 15 period period NOUN bagga-hathi-2022 38 16 ( ( PUNCT bagga-hathi-2022 38 17 underwood underwood PROPN bagga-hathi-2022 38 18 et et PROPN bagga-hathi-2022 38 19 al al PROPN bagga-hathi-2022 38 20 . . PROPN bagga-hathi-2022 38 21 , , PUNCT bagga-hathi-2022 38 22 2020 2020 NUM bagga-hathi-2022 38 23 ) ) PUNCT bagga-hathi-2022 38 24 , , PUNCT bagga-hathi-2022 38 25 we we PRON bagga-hathi-2022 38 26 build build VERB bagga-hathi-2022 38 27 models model NOUN bagga-hathi-2022 38 28 for for ADP bagga-hathi-2022 38 29 the the DET bagga-hathi-2022 38 30 creation creation NOUN bagga-hathi-2022 38 31 of of ADP bagga-hathi-2022 38 32 symmetrical symmetrical ADJ bagga-hathi-2022 38 33 collections collection NOUN bagga-hathi-2022 38 34 of of ADP bagga-hathi-2022 38 35 fictional fictional ADJ bagga-hathi-2022 38 36 and and CCONJ bagga-hathi-2022 38 37 non non ADJ bagga-hathi-2022 38 38 - - ADJ bagga-hathi-2022 38 39 fictional fictional ADJ bagga-hathi-2022 38 40 modes mode NOUN bagga-hathi-2022 38 41 of of ADP bagga-hathi-2022 38 42 writing writing NOUN bagga-hathi-2022 38 43 . . PUNCT bagga-hathi-2022 39 1 our our PRON bagga-hathi-2022 39 2 work work NOUN bagga-hathi-2022 39 3 is be AUX bagga-hathi-2022 39 4 motivated motivate VERB bagga-hathi-2022 39 5 1 1 NUM bagga-hathi-2022 39 6 https://wiki.htrc.illinois.edu/display/com/htrc+data+capsule+environment https://wiki.htrc.illinois.edu/display/com/htrc+data+capsule+environment NOUN bagga-hathi-2022 39 7 ( ( PUNCT bagga-hathi-2022 39 8 last last ADV bagga-hathi-2022 39 9 accessed access VERB bagga-hathi-2022 39 10 : : PUNCT bagga-hathi-2022 39 11 february february PROPN bagga-hathi-2022 39 12 1 1 NUM bagga-hathi-2022 39 13 , , PUNCT bagga-hathi-2022 39 14 2022 2022 NUM bagga-hathi-2022 39 15 ) ) PUNCT bagga-hathi-2022 39 16 . . PUNCT bagga-hathi-2022 39 17 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 40 1 https://wiki.htrc.illinois.edu/display/com/htrc+data+capsule+environment https://wiki.htrc.illinois.edu/display/com/htrc+data+capsule+environment NOUN bagga-hathi-2022 40 2 3bagga 3bagga NUM bagga-hathi-2022 40 3 and and CCONJ bagga-hathi-2022 40 4 piper piper NOUN bagga-hathi-2022 40 5 journal journal NOUN bagga-hathi-2022 40 6 of of ADP bagga-hathi-2022 40 7 open open ADJ bagga-hathi-2022 40 8 humanities humanity NOUN bagga-hathi-2022 40 9 data datum NOUN bagga-hathi-2022 40 10 doi doi PROPN bagga-hathi-2022 40 11 : : PUNCT bagga-hathi-2022 40 12 10.5334 10.5334 NUM bagga-hathi-2022 40 13 / / SYM bagga-hathi-2022 40 14 johd.71 johd.71 NOUN bagga-hathi-2022 40 15 by by ADP bagga-hathi-2022 40 16 theoretical theoretical ADJ bagga-hathi-2022 40 17 frameworks framework NOUN bagga-hathi-2022 40 18 grounded ground VERB bagga-hathi-2022 40 19 in in ADP bagga-hathi-2022 40 20 theories theory NOUN bagga-hathi-2022 40 21 of of ADP bagga-hathi-2022 40 22 social social ADJ bagga-hathi-2022 40 23 differentiation differentiation NOUN bagga-hathi-2022 40 24 ( ( PUNCT bagga-hathi-2022 40 25 luhmann luhmann PROPN bagga-hathi-2022 40 26 , , PUNCT bagga-hathi-2022 40 27 1995 1995 NUM bagga-hathi-2022 40 28 ) ) PUNCT bagga-hathi-2022 40 29 , , PUNCT bagga-hathi-2022 40 30 where where SCONJ bagga-hathi-2022 40 31 the the DET bagga-hathi-2022 40 32 meaning meaning NOUN bagga-hathi-2022 40 33 and and CCONJ bagga-hathi-2022 40 34 function function NOUN bagga-hathi-2022 40 35 of of ADP bagga-hathi-2022 40 36 different different ADJ bagga-hathi-2022 40 37 modes mode NOUN bagga-hathi-2022 40 38 of of ADP bagga-hathi-2022 40 39 communication communication NOUN bagga-hathi-2022 40 40 evolve evolve VERB bagga-hathi-2022 40 41 in in ADP bagga-hathi-2022 40 42 distinction distinction NOUN bagga-hathi-2022 40 43 to to ADP bagga-hathi-2022 40 44 one one NUM bagga-hathi-2022 40 45 another another DET bagga-hathi-2022 40 46 . . PUNCT bagga-hathi-2022 41 1 our our PRON bagga-hathi-2022 41 2 dataset dataset NOUN bagga-hathi-2022 41 3 allows allow VERB bagga-hathi-2022 41 4 researchers researcher NOUN bagga-hathi-2022 41 5 to to PART bagga-hathi-2022 41 6 study study VERB bagga-hathi-2022 41 7 the the DET bagga-hathi-2022 41 8 distinctive distinctive ADJ bagga-hathi-2022 41 9 stylistic stylistic ADJ bagga-hathi-2022 41 10 qualities quality NOUN bagga-hathi-2022 41 11 of of ADP bagga-hathi-2022 41 12 these these DET bagga-hathi-2022 41 13 two two NUM bagga-hathi-2022 41 14 foundational foundational ADJ bagga-hathi-2022 41 15 modes mode NOUN bagga-hathi-2022 41 16 of of ADP bagga-hathi-2022 41 17 modern modern ADJ bagga-hathi-2022 41 18 communication communication NOUN bagga-hathi-2022 41 19 in in ADP bagga-hathi-2022 41 20 relation relation NOUN bagga-hathi-2022 41 21 to to ADP bagga-hathi-2022 41 22 each each DET bagga-hathi-2022 41 23 other other ADJ bagga-hathi-2022 41 24 . . PUNCT bagga-hathi-2022 42 1 unified unified ADJ bagga-hathi-2022 42 2 time time NOUN bagga-hathi-2022 42 3 frame frame NOUN bagga-hathi-2022 42 4 . . PUNCT bagga-hathi-2022 43 1 while while SCONJ bagga-hathi-2022 43 2 there there PRON bagga-hathi-2022 43 3 have have AUX bagga-hathi-2022 43 4 been be AUX bagga-hathi-2022 43 5 numerous numerous ADJ bagga-hathi-2022 43 6 frameworks framework NOUN bagga-hathi-2022 43 7 of of ADP bagga-hathi-2022 43 8 periodization periodization NOUN bagga-hathi-2022 43 9 proposed propose VERB bagga-hathi-2022 43 10 by by ADP bagga-hathi-2022 43 11 literary literary ADJ bagga-hathi-2022 43 12 and and CCONJ bagga-hathi-2022 43 13 intellectual intellectual ADJ bagga-hathi-2022 43 14 historians historian NOUN bagga-hathi-2022 43 15 , , PUNCT bagga-hathi-2022 43 16 with with ADP bagga-hathi-2022 43 17 important important ADJ bagga-hathi-2022 43 18 differences difference NOUN bagga-hathi-2022 43 19 by by ADP bagga-hathi-2022 43 20 national national ADJ bagga-hathi-2022 43 21 boundaries boundary NOUN bagga-hathi-2022 43 22 , , PUNCT bagga-hathi-2022 43 23 there there PRON bagga-hathi-2022 43 24 is be VERB bagga-hathi-2022 43 25 strong strong ADJ bagga-hathi-2022 43 26 theoretical theoretical ADJ bagga-hathi-2022 43 27 consensus consensus NOUN bagga-hathi-2022 43 28 that that SCONJ bagga-hathi-2022 43 29 the the DET bagga-hathi-2022 43 30 years year NOUN bagga-hathi-2022 43 31 around around ADP bagga-hathi-2022 43 32 1800 1800 NUM bagga-hathi-2022 43 33 mark mark VERB bagga-hathi-2022 43 34 an an DET bagga-hathi-2022 43 35 important important ADJ bagga-hathi-2022 43 36 historical historical ADJ bagga-hathi-2022 43 37 caesura caesura NOUN bagga-hathi-2022 43 38 for for ADP bagga-hathi-2022 43 39 english english PROPN bagga-hathi-2022 43 40 - - PUNCT bagga-hathi-2022 43 41 speaking speak VERB bagga-hathi-2022 43 42 communities community NOUN bagga-hathi-2022 43 43 in in ADP bagga-hathi-2022 43 44 the the DET bagga-hathi-2022 43 45 uk uk PROPN bagga-hathi-2022 43 46 and and CCONJ bagga-hathi-2022 43 47 north north PROPN bagga-hathi-2022 43 48 america america PROPN bagga-hathi-2022 43 49 , , PUNCT bagga-hathi-2022 43 50 often often ADV bagga-hathi-2022 43 51 related relate VERB bagga-hathi-2022 43 52 to to ADP bagga-hathi-2022 43 53 political political ADJ bagga-hathi-2022 43 54 , , PUNCT bagga-hathi-2022 43 55 epistemological epistemological ADJ bagga-hathi-2022 43 56 , , PUNCT bagga-hathi-2022 43 57 and and CCONJ bagga-hathi-2022 43 58 industrial industrial ADJ bagga-hathi-2022 43 59 revolutions revolution NOUN bagga-hathi-2022 43 60 ( ( PUNCT bagga-hathi-2022 43 61 foucault foucault NOUN bagga-hathi-2022 43 62 , , PUNCT bagga-hathi-2022 43 63 2013 2013 NUM bagga-hathi-2022 43 64 ; ; PUNCT bagga-hathi-2022 43 65 koselleck koselleck PROPN bagga-hathi-2022 43 66 , , PUNCT bagga-hathi-2022 43 67 2004 2004 NUM bagga-hathi-2022 43 68 ) ) PUNCT bagga-hathi-2022 43 69 . . PUNCT bagga-hathi-2022 44 1 our our PRON bagga-hathi-2022 44 2 data datum NOUN bagga-hathi-2022 44 3 thus thus ADV bagga-hathi-2022 44 4 contributes contribute VERB bagga-hathi-2022 44 5 to to ADP bagga-hathi-2022 44 6 the the DET bagga-hathi-2022 44 7 further further ADJ bagga-hathi-2022 44 8 study study NOUN bagga-hathi-2022 44 9 of of ADP bagga-hathi-2022 44 10 periodization periodization NOUN bagga-hathi-2022 44 11 by by ADP bagga-hathi-2022 44 12 allowing allow VERB bagga-hathi-2022 44 13 researchers researcher NOUN bagga-hathi-2022 44 14 to to PART bagga-hathi-2022 44 15 better well ADV bagga-hathi-2022 44 16 understand understand VERB bagga-hathi-2022 44 17 stylistic stylistic ADJ bagga-hathi-2022 44 18 and and CCONJ bagga-hathi-2022 44 19 thematic thematic ADJ bagga-hathi-2022 44 20 variations variation NOUN bagga-hathi-2022 44 21 within within ADP bagga-hathi-2022 44 22 a a DET bagga-hathi-2022 44 23 larger large ADJ bagga-hathi-2022 44 24 time time NOUN bagga-hathi-2022 44 25 - - PUNCT bagga-hathi-2022 44 26 frame frame NOUN bagga-hathi-2022 44 27 beginning beginning NOUN bagga-hathi-2022 44 28 in in ADP bagga-hathi-2022 44 29 1800 1800 NUM bagga-hathi-2022 44 30 and and CCONJ bagga-hathi-2022 44 31 continuing continue VERB bagga-hathi-2022 44 32 through through ADP bagga-hathi-2022 44 33 the the DET bagga-hathi-2022 44 34 end end NOUN bagga-hathi-2022 44 35 of of ADP bagga-hathi-2022 44 36 the the DET bagga-hathi-2022 44 37 twentieth twentieth ADJ bagga-hathi-2022 44 38 century century NOUN bagga-hathi-2022 44 39 . . PUNCT bagga-hathi-2022 45 1 single single ADJ bagga-hathi-2022 45 2 model model NOUN bagga-hathi-2022 45 3 . . PUNCT bagga-hathi-2022 46 1 our our PRON bagga-hathi-2022 46 2 data datum NOUN bagga-hathi-2022 46 3 is be AUX bagga-hathi-2022 46 4 generated generate VERB bagga-hathi-2022 46 5 from from ADP bagga-hathi-2022 46 6 a a DET bagga-hathi-2022 46 7 single single ADJ bagga-hathi-2022 46 8 predictive predictive ADJ bagga-hathi-2022 46 9 model model NOUN bagga-hathi-2022 46 10 for for ADP bagga-hathi-2022 46 11 each each DET bagga-hathi-2022 46 12 mode mode NOUN bagga-hathi-2022 46 13 of of ADP bagga-hathi-2022 46 14 writing writing NOUN bagga-hathi-2022 46 15 ( ( PUNCT bagga-hathi-2022 46 16 fiction fiction NOUN bagga-hathi-2022 46 17 / / SYM bagga-hathi-2022 46 18 non non ADJ bagga-hathi-2022 46 19 - - NOUN bagga-hathi-2022 46 20 fiction fiction NOUN bagga-hathi-2022 46 21 ) ) PUNCT bagga-hathi-2022 46 22 across across ADP bagga-hathi-2022 46 23 the the DET bagga-hathi-2022 46 24 entire entire ADJ bagga-hathi-2022 46 25 sampled sampled ADJ bagga-hathi-2022 46 26 time time NOUN bagga-hathi-2022 46 27 - - PUNCT bagga-hathi-2022 46 28 frame frame NOUN bagga-hathi-2022 46 29 based base VERB bagga-hathi-2022 46 30 on on ADP bagga-hathi-2022 46 31 manually manually ADV bagga-hathi-2022 46 32 reviewed review VERB bagga-hathi-2022 46 33 training training NOUN bagga-hathi-2022 46 34 data datum NOUN bagga-hathi-2022 46 35 derived derive VERB bagga-hathi-2022 46 36 from from ADP bagga-hathi-2022 46 37 prior prior ADJ bagga-hathi-2022 46 38 work work NOUN bagga-hathi-2022 46 39 ( ( PUNCT bagga-hathi-2022 46 40 underwood underwood PROPN bagga-hathi-2022 46 41 et et PROPN bagga-hathi-2022 46 42 al al PROPN bagga-hathi-2022 46 43 . . PROPN bagga-hathi-2022 46 44 , , PUNCT bagga-hathi-2022 46 45 2020 2020 NUM bagga-hathi-2022 46 46 ) ) PUNCT bagga-hathi-2022 46 47 . . PUNCT bagga-hathi-2022 47 1 while while SCONJ bagga-hathi-2022 47 2 there there PRON bagga-hathi-2022 47 3 is be VERB bagga-hathi-2022 47 4 still still ADV bagga-hathi-2022 47 5 much much ADJ bagga-hathi-2022 47 6 work work NOUN bagga-hathi-2022 47 7 to to PART bagga-hathi-2022 47 8 be be AUX bagga-hathi-2022 47 9 done do VERB bagga-hathi-2022 47 10 regarding regard VERB bagga-hathi-2022 47 11 the the DET bagga-hathi-2022 47 12 implications implication NOUN bagga-hathi-2022 47 13 of of ADP bagga-hathi-2022 47 14 applying apply VERB bagga-hathi-2022 47 15 predictive predictive ADJ bagga-hathi-2022 47 16 models model NOUN bagga-hathi-2022 47 17 on on ADP bagga-hathi-2022 47 18 collections collection NOUN bagga-hathi-2022 47 19 spanning span VERB bagga-hathi-2022 47 20 long long ADJ bagga-hathi-2022 47 21 historical historical ADJ bagga-hathi-2022 47 22 time time NOUN bagga-hathi-2022 47 23 frames frame NOUN bagga-hathi-2022 47 24 , , PUNCT bagga-hathi-2022 47 25 as as SCONJ bagga-hathi-2022 47 26 we we PRON bagga-hathi-2022 47 27 show show VERB bagga-hathi-2022 47 28 the the DET bagga-hathi-2022 47 29 use use NOUN bagga-hathi-2022 47 30 of of ADP bagga-hathi-2022 47 31 a a DET bagga-hathi-2022 47 32 single single ADJ bagga-hathi-2022 47 33 model model NOUN bagga-hathi-2022 47 34 overcomes overcome VERB bagga-hathi-2022 47 35 important important ADJ bagga-hathi-2022 47 36 anomalies anomaly NOUN bagga-hathi-2022 47 37 introduced introduce VERB bagga-hathi-2022 47 38 by by ADP bagga-hathi-2022 47 39 the the DET bagga-hathi-2022 47 40 conjoining conjoining NOUN bagga-hathi-2022 47 41 of of ADP bagga-hathi-2022 47 42 multiple multiple ADJ bagga-hathi-2022 47 43 models model NOUN bagga-hathi-2022 47 44 from from ADP bagga-hathi-2022 47 45 prior prior ADJ bagga-hathi-2022 47 46 work work NOUN bagga-hathi-2022 47 47 ( ( PUNCT bagga-hathi-2022 47 48 see see VERB bagga-hathi-2022 47 49 figure figure NOUN bagga-hathi-2022 47 50 4 4 NUM bagga-hathi-2022 47 51 ) ) PUNCT bagga-hathi-2022 47 52 . . PUNCT bagga-hathi-2022 48 1 we we PRON bagga-hathi-2022 48 2 report report VERB bagga-hathi-2022 48 3 details detail NOUN bagga-hathi-2022 48 4 about about ADP bagga-hathi-2022 48 5 our our PRON bagga-hathi-2022 48 6 models model NOUN bagga-hathi-2022 48 7 , , PUNCT bagga-hathi-2022 48 8 our our PRON bagga-hathi-2022 48 9 training training NOUN bagga-hathi-2022 48 10 data datum NOUN bagga-hathi-2022 48 11 , , PUNCT bagga-hathi-2022 48 12 and and CCONJ bagga-hathi-2022 48 13 the the DET bagga-hathi-2022 48 14 estimated estimate VERB bagga-hathi-2022 48 15 accuracy accuracy NOUN bagga-hathi-2022 48 16 of of ADP bagga-hathi-2022 48 17 our our PRON bagga-hathi-2022 48 18 predictions prediction NOUN bagga-hathi-2022 48 19 in in ADP bagga-hathi-2022 48 20 section section NOUN bagga-hathi-2022 48 21 2 2 NUM bagga-hathi-2022 48 22 . . PUNCT bagga-hathi-2022 48 23 enriched enrich VERB bagga-hathi-2022 48 24 metadata metadata NOUN bagga-hathi-2022 48 25 . . PUNCT bagga-hathi-2022 49 1 while while SCONJ bagga-hathi-2022 49 2 full full ADJ bagga-hathi-2022 49 3 text text NOUN bagga-hathi-2022 49 4 remains remain VERB bagga-hathi-2022 49 5 the the DET bagga-hathi-2022 49 6 gold gold ADJ bagga-hathi-2022 49 7 standard standard NOUN bagga-hathi-2022 49 8 for for ADP bagga-hathi-2022 49 9 studying study VERB bagga-hathi-2022 49 10 historical historical ADJ bagga-hathi-2022 49 11 collections collection NOUN bagga-hathi-2022 49 12 , , PUNCT bagga-hathi-2022 49 13 for for ADP bagga-hathi-2022 49 14 many many ADJ bagga-hathi-2022 49 15 documents document NOUN bagga-hathi-2022 49 16 full full ADJ bagga-hathi-2022 49 17 text text NOUN bagga-hathi-2022 49 18 is be AUX bagga-hathi-2022 49 19 either either CCONJ bagga-hathi-2022 49 20 inaccessible inaccessible ADJ bagga-hathi-2022 49 21 due due ADP bagga-hathi-2022 49 22 to to ADP bagga-hathi-2022 49 23 intellectual intellectual ADJ bagga-hathi-2022 49 24 property property NOUN bagga-hathi-2022 49 25 restrictions restriction NOUN bagga-hathi-2022 49 26 or or CCONJ bagga-hathi-2022 49 27 only only ADV bagga-hathi-2022 49 28 accessible accessible ADJ bagga-hathi-2022 49 29 through through ADP bagga-hathi-2022 49 30 more more ADV bagga-hathi-2022 49 31 complex complex ADJ bagga-hathi-2022 49 32 technical technical ADJ bagga-hathi-2022 49 33 means mean NOUN bagga-hathi-2022 49 34 , , PUNCT bagga-hathi-2022 49 35 which which PRON bagga-hathi-2022 49 36 may may AUX bagga-hathi-2022 49 37 exceed exceed VERB bagga-hathi-2022 49 38 the the DET bagga-hathi-2022 49 39 technical technical ADJ bagga-hathi-2022 49 40 capacities capacity NOUN bagga-hathi-2022 49 41 of of ADP bagga-hathi-2022 49 42 many many ADJ bagga-hathi-2022 49 43 researchers researcher NOUN bagga-hathi-2022 49 44 . . PUNCT bagga-hathi-2022 50 1 additionally additionally ADV bagga-hathi-2022 50 2 , , PUNCT bagga-hathi-2022 50 3 in in ADP bagga-hathi-2022 50 4 many many ADJ bagga-hathi-2022 50 5 cases case NOUN bagga-hathi-2022 50 6 researchers researcher NOUN bagga-hathi-2022 50 7 desire desire VERB bagga-hathi-2022 50 8 extracted extract VERB bagga-hathi-2022 50 9 properties property NOUN bagga-hathi-2022 50 10 , , PUNCT bagga-hathi-2022 50 11 which which PRON bagga-hathi-2022 50 12 may may AUX bagga-hathi-2022 50 13 be be AUX bagga-hathi-2022 50 14 expensive expensive ADJ bagga-hathi-2022 50 15 to to PART bagga-hathi-2022 50 16 compute compute VERB bagga-hathi-2022 50 17 in in ADP bagga-hathi-2022 50 18 terms term NOUN bagga-hathi-2022 50 19 of of ADP bagga-hathi-2022 50 20 either either DET bagga-hathi-2022 50 21 time time NOUN bagga-hathi-2022 50 22 and/or and/or CCONJ bagga-hathi-2022 50 23 personnel personnel NOUN bagga-hathi-2022 50 24 . . PUNCT bagga-hathi-2022 51 1 we we PRON bagga-hathi-2022 51 2 thus thus ADV bagga-hathi-2022 51 3 provide provide VERB bagga-hathi-2022 51 4 metadata metadata NOUN bagga-hathi-2022 51 5 on on ADP bagga-hathi-2022 51 6 all all DET bagga-hathi-2022 51 7 sampled sample VERB bagga-hathi-2022 51 8 pages page NOUN bagga-hathi-2022 51 9 so so SCONJ bagga-hathi-2022 51 10 that that SCONJ bagga-hathi-2022 51 11 researchers researcher NOUN bagga-hathi-2022 51 12 can can AUX bagga-hathi-2022 51 13 access access VERB bagga-hathi-2022 51 14 the the DET bagga-hathi-2022 51 15 original original ADJ bagga-hathi-2022 51 16 data datum NOUN bagga-hathi-2022 51 17 in in ADP bagga-hathi-2022 51 18 its its PRON bagga-hathi-2022 51 19 full full ADJ bagga-hathi-2022 51 20 text text NOUN bagga-hathi-2022 51 21 form form NOUN bagga-hathi-2022 51 22 using use VERB bagga-hathi-2022 51 23 the the DET bagga-hathi-2022 51 24 hathi hathi NOUN bagga-hathi-2022 51 25 trust trust PROPN bagga-hathi-2022 51 26 capsule capsule PROPN bagga-hathi-2022 51 27 system system NOUN bagga-hathi-2022 51 28 . . PUNCT bagga-hathi-2022 52 1 however however ADV bagga-hathi-2022 52 2 , , PUNCT bagga-hathi-2022 52 3 we we PRON bagga-hathi-2022 52 4 also also ADV bagga-hathi-2022 52 5 provide provide VERB bagga-hathi-2022 52 6 a a DET bagga-hathi-2022 52 7 set set NOUN bagga-hathi-2022 52 8 of of ADP bagga-hathi-2022 52 9 enriched enrich VERB bagga-hathi-2022 52 10 features feature NOUN bagga-hathi-2022 52 11 about about ADP bagga-hathi-2022 52 12 our our PRON bagga-hathi-2022 52 13 data datum NOUN bagga-hathi-2022 52 14 derived derive VERB bagga-hathi-2022 52 15 using use VERB bagga-hathi-2022 52 16 standardized standardized ADJ bagga-hathi-2022 52 17 methods method NOUN bagga-hathi-2022 52 18 in in ADP bagga-hathi-2022 52 19 text text NOUN bagga-hathi-2022 52 20 analysis analysis NOUN bagga-hathi-2022 52 21 , , PUNCT bagga-hathi-2022 52 22 which which PRON bagga-hathi-2022 52 23 we we PRON bagga-hathi-2022 52 24 describe describe VERB bagga-hathi-2022 52 25 more more ADV bagga-hathi-2022 52 26 fully fully ADV bagga-hathi-2022 52 27 in in ADP bagga-hathi-2022 52 28 section section NOUN bagga-hathi-2022 52 29 3.2 3.2 NUM bagga-hathi-2022 52 30 . . PUNCT bagga-hathi-2022 53 1 these these DET bagga-hathi-2022 53 2 features feature NOUN bagga-hathi-2022 53 3 range range VERB bagga-hathi-2022 53 4 from from ADP bagga-hathi-2022 53 5 unigrams unigram NOUN bagga-hathi-2022 53 6 ( ( PUNCT bagga-hathi-2022 53 7 which which PRON bagga-hathi-2022 53 8 are be AUX bagga-hathi-2022 53 9 already already ADV bagga-hathi-2022 53 10 publicly publicly ADV bagga-hathi-2022 53 11 accessible accessible ADJ bagga-hathi-2022 53 12 ) ) PUNCT bagga-hathi-2022 53 13 to to ADP bagga-hathi-2022 53 14 part part ADJ bagga-hathi-2022 53 15 - - PUNCT bagga-hathi-2022 53 16 of of ADP bagga-hathi-2022 53 17 - - PUNCT bagga-hathi-2022 53 18 speech speech NOUN bagga-hathi-2022 53 19 tags tag NOUN bagga-hathi-2022 53 20 , , PUNCT bagga-hathi-2022 53 21 sentence sentence NOUN bagga-hathi-2022 53 22 length length NOUN bagga-hathi-2022 53 23 , , PUNCT bagga-hathi-2022 53 24 word word NOUN bagga-hathi-2022 53 25 “ " PUNCT bagga-hathi-2022 53 26 supersenses supersense NOUN bagga-hathi-2022 53 27 ” " PUNCT bagga-hathi-2022 53 28 and and CCONJ bagga-hathi-2022 53 29 more more ADJ bagga-hathi-2022 53 30 . . PUNCT bagga-hathi-2022 54 1 by by ADP bagga-hathi-2022 54 2 downloading download VERB bagga-hathi-2022 54 3 our our PRON bagga-hathi-2022 54 4 data datum NOUN bagga-hathi-2022 54 5 , , PUNCT bagga-hathi-2022 54 6 researchers researcher NOUN bagga-hathi-2022 54 7 can can AUX bagga-hathi-2022 54 8 begin begin VERB bagga-hathi-2022 54 9 to to PART bagga-hathi-2022 54 10 analyze analyze VERB bagga-hathi-2022 54 11 large large ADJ bagga-hathi-2022 54 12 collections collection NOUN bagga-hathi-2022 54 13 of of ADP bagga-hathi-2022 54 14 historical historical ADJ bagga-hathi-2022 54 15 prose prose NOUN bagga-hathi-2022 54 16 without without ADP bagga-hathi-2022 54 17 any any DET bagga-hathi-2022 54 18 further further ADJ bagga-hathi-2022 54 19 computational computational ADJ bagga-hathi-2022 54 20 processing processing NOUN bagga-hathi-2022 54 21 of of ADP bagga-hathi-2022 54 22 the the DET bagga-hathi-2022 54 23 original original ADJ bagga-hathi-2022 54 24 text text NOUN bagga-hathi-2022 54 25 files file NOUN bagga-hathi-2022 54 26 . . PUNCT bagga-hathi-2022 55 1 portability portability NOUN bagga-hathi-2022 55 2 . . PUNCT bagga-hathi-2022 56 1 researchers researcher NOUN bagga-hathi-2022 56 2 working work VERB bagga-hathi-2022 56 3 in in ADP bagga-hathi-2022 56 4 the the DET bagga-hathi-2022 56 5 space space NOUN bagga-hathi-2022 56 6 of of ADP bagga-hathi-2022 56 7 digital digital ADJ bagga-hathi-2022 56 8 humanities humanity NOUN bagga-hathi-2022 56 9 have have AUX bagga-hathi-2022 56 10 emphasized emphasize VERB bagga-hathi-2022 56 11 the the DET bagga-hathi-2022 56 12 importance importance NOUN bagga-hathi-2022 56 13 of of ADP bagga-hathi-2022 56 14 values value NOUN bagga-hathi-2022 56 15 such such ADJ bagga-hathi-2022 56 16 as as ADP bagga-hathi-2022 56 17 portability portability NOUN bagga-hathi-2022 56 18 and and CCONJ bagga-hathi-2022 56 19 accessibility accessibility NOUN bagga-hathi-2022 56 20 to to PART bagga-hathi-2022 56 21 facilitate facilitate VERB bagga-hathi-2022 56 22 the the DET bagga-hathi-2022 56 23 necessary necessary ADJ bagga-hathi-2022 56 24 crossdisciplinary crossdisciplinary ADJ bagga-hathi-2022 56 25 investigation investigation NOUN bagga-hathi-2022 56 26 at at ADP bagga-hathi-2022 56 27 the the DET bagga-hathi-2022 56 28 heart heart NOUN bagga-hathi-2022 56 29 of of ADP bagga-hathi-2022 56 30 the the DET bagga-hathi-2022 56 31 field field NOUN bagga-hathi-2022 56 32 ( ( PUNCT bagga-hathi-2022 56 33 schmidt schmidt NOUN bagga-hathi-2022 56 34 , , PUNCT bagga-hathi-2022 56 35 2018 2018 NUM bagga-hathi-2022 56 36 ) ) PUNCT bagga-hathi-2022 56 37 . . PUNCT bagga-hathi-2022 57 1 our our PRON bagga-hathi-2022 57 2 data datum NOUN bagga-hathi-2022 57 3 attempts attempt VERB bagga-hathi-2022 57 4 to to PART bagga-hathi-2022 57 5 strike strike VERB bagga-hathi-2022 57 6 a a DET bagga-hathi-2022 57 7 balance balance NOUN bagga-hathi-2022 57 8 between between ADP bagga-hathi-2022 57 9 size size NOUN bagga-hathi-2022 57 10 and and CCONJ bagga-hathi-2022 57 11 portability portability NOUN bagga-hathi-2022 57 12 , , PUNCT bagga-hathi-2022 57 13 by by ADP bagga-hathi-2022 57 14 which which PRON bagga-hathi-2022 57 15 we we PRON bagga-hathi-2022 57 16 mean mean VERB bagga-hathi-2022 57 17 the the DET bagga-hathi-2022 57 18 ability ability NOUN bagga-hathi-2022 57 19 of of ADP bagga-hathi-2022 57 20 the the DET bagga-hathi-2022 57 21 data datum NOUN bagga-hathi-2022 57 22 to to PART bagga-hathi-2022 57 23 move move VERB bagga-hathi-2022 57 24 easily easily ADV bagga-hathi-2022 57 25 between between ADP bagga-hathi-2022 57 26 researchers researcher NOUN bagga-hathi-2022 57 27 and and CCONJ bagga-hathi-2022 57 28 to to PART bagga-hathi-2022 57 29 be be AUX bagga-hathi-2022 57 30 accessible accessible ADJ bagga-hathi-2022 57 31 in in ADP bagga-hathi-2022 57 32 straightforward straightforward ADJ bagga-hathi-2022 57 33 ways way NOUN bagga-hathi-2022 57 34 . . PUNCT bagga-hathi-2022 58 1 studying study VERB bagga-hathi-2022 58 2 long long ADJ bagga-hathi-2022 58 3 time time NOUN bagga-hathi-2022 58 4 scales scale NOUN bagga-hathi-2022 58 5 necessarily necessarily ADV bagga-hathi-2022 58 6 requires require VERB bagga-hathi-2022 58 7 large large ADJ bagga-hathi-2022 58 8 data datum NOUN bagga-hathi-2022 58 9 collections collection NOUN bagga-hathi-2022 58 10 as as SCONJ bagga-hathi-2022 58 11 each each DET bagga-hathi-2022 58 12 time time NOUN bagga-hathi-2022 58 13 unit unit NOUN bagga-hathi-2022 58 14 ( ( PUNCT bagga-hathi-2022 58 15 year year NOUN bagga-hathi-2022 58 16 / / SYM bagga-hathi-2022 58 17 decade decade NOUN bagga-hathi-2022 58 18 ) ) PUNCT bagga-hathi-2022 58 19 becomes become VERB bagga-hathi-2022 58 20 sparser sparser NOUN bagga-hathi-2022 58 21 the the DET bagga-hathi-2022 58 22 less less ADJ bagga-hathi-2022 58 23 data datum NOUN bagga-hathi-2022 58 24 one one PRON bagga-hathi-2022 58 25 has have VERB bagga-hathi-2022 58 26 . . PUNCT bagga-hathi-2022 59 1 even even ADV bagga-hathi-2022 59 2 100 100 NUM bagga-hathi-2022 59 3 documents document NOUN bagga-hathi-2022 59 4 per per ADP bagga-hathi-2022 59 5 year year NOUN bagga-hathi-2022 59 6 from from ADP bagga-hathi-2022 59 7 a a DET bagga-hathi-2022 59 8 200 200 NUM bagga-hathi-2022 59 9 year year NOUN bagga-hathi-2022 59 10 time time NOUN bagga-hathi-2022 59 11 period period NOUN bagga-hathi-2022 59 12 means mean VERB bagga-hathi-2022 59 13 working work VERB bagga-hathi-2022 59 14 with with ADP bagga-hathi-2022 59 15 a a DET bagga-hathi-2022 59 16 dataset dataset NOUN bagga-hathi-2022 59 17 of of ADP bagga-hathi-2022 59 18 20,000 20,000 NUM bagga-hathi-2022 59 19 observations observation NOUN bagga-hathi-2022 59 20 . . PUNCT bagga-hathi-2022 60 1 rather rather ADV bagga-hathi-2022 60 2 than than ADP bagga-hathi-2022 60 3 sample sample NOUN bagga-hathi-2022 60 4 from from ADP bagga-hathi-2022 60 5 all all DET bagga-hathi-2022 60 6 possible possible ADJ bagga-hathi-2022 60 7 documents document NOUN bagga-hathi-2022 60 8 in in ADP bagga-hathi-2022 60 9 the the DET bagga-hathi-2022 60 10 english english ADJ bagga-hathi-2022 60 11 collection collection NOUN bagga-hathi-2022 60 12 of of ADP bagga-hathi-2022 60 13 the the DET bagga-hathi-2022 60 14 hathi hathi NOUN bagga-hathi-2022 60 15 trust trust NOUN bagga-hathi-2022 60 16 digital digital ADJ bagga-hathi-2022 60 17 library library NOUN bagga-hathi-2022 60 18 , , PUNCT bagga-hathi-2022 60 19 we we PRON bagga-hathi-2022 60 20 choose choose VERB bagga-hathi-2022 60 21 to to PART bagga-hathi-2022 60 22 cap cap VERB bagga-hathi-2022 60 23 our our PRON bagga-hathi-2022 60 24 samples sample NOUN bagga-hathi-2022 60 25 at at ADP bagga-hathi-2022 60 26 5,000 5,000 NUM bagga-hathi-2022 60 27 pages page NOUN bagga-hathi-2022 60 28 per per ADP bagga-hathi-2022 60 29 year year NOUN bagga-hathi-2022 60 30 per per ADP bagga-hathi-2022 60 31 mode mode NOUN bagga-hathi-2022 60 32 . . PUNCT bagga-hathi-2022 61 1 while while SCONJ bagga-hathi-2022 61 2 this this PRON bagga-hathi-2022 61 3 gives give VERB bagga-hathi-2022 61 4 us we PRON bagga-hathi-2022 61 5 just just ADV bagga-hathi-2022 61 6 over over ADP bagga-hathi-2022 61 7 1.6 1.6 NUM bagga-hathi-2022 61 8 million million NUM bagga-hathi-2022 61 9 observations observation NOUN bagga-hathi-2022 61 10 overall overall ADV bagga-hathi-2022 61 11 , , PUNCT bagga-hathi-2022 61 12 the the DET bagga-hathi-2022 61 13 total total ADJ bagga-hathi-2022 61 14 word word NOUN bagga-hathi-2022 61 15 count count NOUN bagga-hathi-2022 61 16 is be AUX bagga-hathi-2022 61 17 reduced reduce VERB bagga-hathi-2022 61 18 considerably considerably ADV bagga-hathi-2022 61 19 by by ADP bagga-hathi-2022 61 20 the the DET bagga-hathi-2022 61 21 short short ADJ bagga-hathi-2022 61 22 length length NOUN bagga-hathi-2022 61 23 of of ADP bagga-hathi-2022 61 24 pages page NOUN bagga-hathi-2022 61 25 . . PUNCT bagga-hathi-2022 62 1 our our PRON bagga-hathi-2022 62 2 data datum NOUN bagga-hathi-2022 62 3 thus thus ADV bagga-hathi-2022 62 4 consists consist VERB bagga-hathi-2022 62 5 of of ADP bagga-hathi-2022 62 6 588 588 NUM bagga-hathi-2022 62 7 million million NUM bagga-hathi-2022 62 8 words word NOUN bagga-hathi-2022 62 9 , , PUNCT bagga-hathi-2022 62 10 an an DET bagga-hathi-2022 62 11 overall overall ADJ bagga-hathi-2022 62 12 size size NOUN bagga-hathi-2022 62 13 of of ADP bagga-hathi-2022 62 14 6.9 6.9 NUM bagga-hathi-2022 62 15 gb gb NOUN bagga-hathi-2022 62 16 for for ADP bagga-hathi-2022 62 17 the the DET bagga-hathi-2022 62 18 full full ADJ bagga-hathi-2022 62 19 text text NOUN bagga-hathi-2022 62 20 , , PUNCT bagga-hathi-2022 62 21 and and CCONJ bagga-hathi-2022 62 22 1.7 1.7 NUM bagga-hathi-2022 62 23 gb gb NOUN bagga-hathi-2022 62 24 for for ADP bagga-hathi-2022 62 25 metadata metadata NOUN bagga-hathi-2022 62 26 and and CCONJ bagga-hathi-2022 62 27 enriched enrich VERB bagga-hathi-2022 62 28 features feature NOUN bagga-hathi-2022 62 29 . . PUNCT bagga-hathi-2022 63 1 our our PRON bagga-hathi-2022 63 2 aim aim NOUN bagga-hathi-2022 63 3 is be AUX bagga-hathi-2022 63 4 to to PART bagga-hathi-2022 63 5 provide provide VERB bagga-hathi-2022 63 6 data data NOUN bagga-hathi-2022 63 7 objects object NOUN bagga-hathi-2022 63 8 that that PRON bagga-hathi-2022 63 9 are be AUX bagga-hathi-2022 63 10 easily easily ADV bagga-hathi-2022 63 11 manipulable manipulable ADJ bagga-hathi-2022 63 12 with with ADP bagga-hathi-2022 63 13 minimal minimal ADJ bagga-hathi-2022 63 14 computing computing NOUN bagga-hathi-2022 63 15 power power NOUN bagga-hathi-2022 63 16 , , PUNCT bagga-hathi-2022 63 17 in in ADP bagga-hathi-2022 63 18 order order NOUN bagga-hathi-2022 63 19 to to PART bagga-hathi-2022 63 20 balance balance VERB bagga-hathi-2022 63 21 ease ease NOUN bagga-hathi-2022 63 22 of of ADP bagga-hathi-2022 63 23 circulation circulation NOUN bagga-hathi-2022 63 24 with with ADP bagga-hathi-2022 63 25 historical historical ADJ bagga-hathi-2022 63 26 representativeness representativeness NOUN bagga-hathi-2022 63 27 . . PUNCT bagga-hathi-2022 64 1 our our PRON bagga-hathi-2022 64 2 hope hope NOUN bagga-hathi-2022 64 3 in in ADP bagga-hathi-2022 64 4 providing provide VERB bagga-hathi-2022 64 5 this this DET bagga-hathi-2022 64 6 data datum NOUN bagga-hathi-2022 64 7 is be AUX bagga-hathi-2022 64 8 to to PART bagga-hathi-2022 64 9 give give VERB bagga-hathi-2022 64 10 researchers researcher NOUN bagga-hathi-2022 64 11 interested interested ADJ bagga-hathi-2022 64 12 in in ADP bagga-hathi-2022 64 13 historical historical ADJ bagga-hathi-2022 64 14 change change NOUN bagga-hathi-2022 64 15 a a DET bagga-hathi-2022 64 16 robust robust ADJ bagga-hathi-2022 64 17 , , PUNCT bagga-hathi-2022 64 18 reliable reliable ADJ bagga-hathi-2022 64 19 , , PUNCT bagga-hathi-2022 64 20 and and CCONJ bagga-hathi-2022 64 21 easily easily ADV bagga-hathi-2022 64 22 accessible accessible ADJ bagga-hathi-2022 64 23 foundation foundation NOUN bagga-hathi-2022 64 24 with with ADP bagga-hathi-2022 64 25 which which PRON bagga-hathi-2022 64 26 to to PART bagga-hathi-2022 64 27 begin begin VERB bagga-hathi-2022 64 28 their their PRON bagga-hathi-2022 64 29 research research NOUN bagga-hathi-2022 64 30 . . PUNCT bagga-hathi-2022 65 1 in in ADP bagga-hathi-2022 65 2 addition addition NOUN bagga-hathi-2022 65 3 to to ADP bagga-hathi-2022 65 4 describing describe VERB bagga-hathi-2022 65 5 our our PRON bagga-hathi-2022 65 6 annotation annotation NOUN bagga-hathi-2022 65 7 and and CCONJ bagga-hathi-2022 65 8 collection collection NOUN bagga-hathi-2022 65 9 methods method NOUN bagga-hathi-2022 65 10 in in ADP bagga-hathi-2022 65 11 greater great ADJ bagga-hathi-2022 65 12 detail detail NOUN bagga-hathi-2022 65 13 below below ADV bagga-hathi-2022 65 14 , , PUNCT bagga-hathi-2022 65 15 we we PRON bagga-hathi-2022 65 16 also also ADV bagga-hathi-2022 65 17 provide provide VERB bagga-hathi-2022 65 18 an an DET bagga-hathi-2022 65 19 initial initial ADJ bagga-hathi-2022 65 20 overview overview NOUN bagga-hathi-2022 65 21 of of ADP bagga-hathi-2022 65 22 some some DET bagga-hathi-2022 65 23 stylistic stylistic ADJ bagga-hathi-2022 65 24 changes change NOUN bagga-hathi-2022 65 25 observed observe VERB bagga-hathi-2022 65 26 in in ADP bagga-hathi-2022 65 27 our our PRON bagga-hathi-2022 65 28 data datum NOUN bagga-hathi-2022 65 29 using use VERB bagga-hathi-2022 65 30 our our PRON bagga-hathi-2022 65 31 enriched enrich VERB bagga-hathi-2022 65 32 features feature NOUN bagga-hathi-2022 65 33 as as ADP bagga-hathi-2022 65 34 a a DET bagga-hathi-2022 65 35 means means NOUN bagga-hathi-2022 65 36 of of ADP bagga-hathi-2022 65 37 prompting prompt VERB bagga-hathi-2022 65 38 future future ADJ bagga-hathi-2022 65 39 work work NOUN bagga-hathi-2022 65 40 . . PUNCT bagga-hathi-2022 66 1 we we PRON bagga-hathi-2022 66 2 conclude conclude VERB bagga-hathi-2022 66 3 with with ADP bagga-hathi-2022 66 4 a a DET bagga-hathi-2022 66 5 discussion discussion NOUN bagga-hathi-2022 66 6 of of ADP bagga-hathi-2022 66 7 how how SCONJ bagga-hathi-2022 66 8 to to PART bagga-hathi-2022 66 9 leverage leverage VERB bagga-hathi-2022 66 10 this this DET bagga-hathi-2022 66 11 data datum NOUN bagga-hathi-2022 66 12 to to PART bagga-hathi-2022 66 13 generate generate VERB bagga-hathi-2022 66 14 future future ADJ bagga-hathi-2022 66 15 collections collection NOUN bagga-hathi-2022 66 16 beyond beyond ADP bagga-hathi-2022 66 17 english english PROPN bagga-hathi-2022 66 18 held hold VERB bagga-hathi-2022 66 19 by by ADP bagga-hathi-2022 66 20 the the DET bagga-hathi-2022 66 21 hathi hathi NOUN bagga-hathi-2022 66 22 trust trust NOUN bagga-hathi-2022 66 23 digital digital ADJ bagga-hathi-2022 66 24 library library NOUN bagga-hathi-2022 66 25 in in ADP bagga-hathi-2022 66 26 order order NOUN bagga-hathi-2022 66 27 to to PART bagga-hathi-2022 66 28 address address VERB bagga-hathi-2022 66 29 growing grow VERB bagga-hathi-2022 66 30 concerns concern NOUN bagga-hathi-2022 66 31 about about ADP bagga-hathi-2022 66 32 the the DET bagga-hathi-2022 66 33 relative relative ADJ bagga-hathi-2022 66 34 lack lack NOUN bagga-hathi-2022 66 35 of of ADP bagga-hathi-2022 66 36 attention attention NOUN bagga-hathi-2022 66 37 in in ADP bagga-hathi-2022 66 38 the the DET bagga-hathi-2022 66 39 computational computational ADJ bagga-hathi-2022 66 40 humanities humanity NOUN bagga-hathi-2022 66 41 to to ADP bagga-hathi-2022 66 42 multilingual multilingual ADJ bagga-hathi-2022 66 43 research research NOUN bagga-hathi-2022 66 44 questions question NOUN bagga-hathi-2022 66 45 . . PUNCT bagga-hathi-2022 66 46 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 67 1 4bagga 4bagga NUM bagga-hathi-2022 67 2 and and CCONJ bagga-hathi-2022 67 3 piper piper NOUN bagga-hathi-2022 67 4 journal journal NOUN bagga-hathi-2022 67 5 of of ADP bagga-hathi-2022 67 6 open open ADJ bagga-hathi-2022 67 7 humanities humanity NOUN bagga-hathi-2022 67 8 data datum NOUN bagga-hathi-2022 67 9 doi doi PROPN bagga-hathi-2022 67 10 : : PUNCT bagga-hathi-2022 67 11 10.5334 10.5334 NUM bagga-hathi-2022 67 12 / / SYM bagga-hathi-2022 67 13 johd.71 johd.71 NOUN bagga-hathi-2022 67 14 2 2 NUM bagga-hathi-2022 67 15 method method NOUN bagga-hathi-2022 67 16 our our PRON bagga-hathi-2022 67 17 work work NOUN bagga-hathi-2022 67 18 utilizes utilize VERB bagga-hathi-2022 67 19 machine machine NOUN bagga-hathi-2022 67 20 learning learn VERB bagga-hathi-2022 67 21 to to PART bagga-hathi-2022 67 22 automatically automatically ADV bagga-hathi-2022 67 23 label label VERB bagga-hathi-2022 67 24 random random ADJ bagga-hathi-2022 67 25 samples sample NOUN bagga-hathi-2022 67 26 of of ADP bagga-hathi-2022 67 27 english english ADJ bagga-hathi-2022 67 28 - - PUNCT bagga-hathi-2022 67 29 language language NOUN bagga-hathi-2022 67 30 volumes volume NOUN bagga-hathi-2022 67 31 held hold VERB bagga-hathi-2022 67 32 by by ADP bagga-hathi-2022 67 33 hathi hathi NOUN bagga-hathi-2022 67 34 trust trust NOUN bagga-hathi-2022 67 35 according accord VERB bagga-hathi-2022 67 36 to to ADP bagga-hathi-2022 67 37 two two NUM bagga-hathi-2022 67 38 modes mode NOUN bagga-hathi-2022 67 39 of of ADP bagga-hathi-2022 67 40 writing writing NOUN bagga-hathi-2022 67 41 in in ADP bagga-hathi-2022 67 42 prose prose NOUN bagga-hathi-2022 67 43 : : PUNCT bagga-hathi-2022 67 44 fiction fiction NOUN bagga-hathi-2022 67 45 and and CCONJ bagga-hathi-2022 67 46 non non NOUN bagga-hathi-2022 67 47 - - NOUN bagga-hathi-2022 67 48 fiction fiction ADJ bagga-hathi-2022 67 49 . . PUNCT bagga-hathi-2022 68 1 we we PRON bagga-hathi-2022 68 2 then then ADV bagga-hathi-2022 68 3 sub sub ADJ bagga-hathi-2022 68 4 - - ADJ bagga-hathi-2022 68 5 sample sample ADJ bagga-hathi-2022 68 6 pages page NOUN bagga-hathi-2022 68 7 from from ADP bagga-hathi-2022 68 8 these these DET bagga-hathi-2022 68 9 volumes volume NOUN bagga-hathi-2022 68 10 to to PART bagga-hathi-2022 68 11 achieve achieve VERB bagga-hathi-2022 68 12 our our PRON bagga-hathi-2022 68 13 desired desire VERB bagga-hathi-2022 68 14 threshold threshold NOUN bagga-hathi-2022 68 15 of of ADP bagga-hathi-2022 68 16 pages page NOUN bagga-hathi-2022 68 17 ( ( PUNCT bagga-hathi-2022 68 18 ca can AUX bagga-hathi-2022 68 19 . . PUNCT bagga-hathi-2022 69 1 1 1 NUM bagga-hathi-2022 69 2 million million NUM bagga-hathi-2022 69 3 per per ADP bagga-hathi-2022 69 4 class class NOUN bagga-hathi-2022 69 5 ) ) PUNCT bagga-hathi-2022 69 6 . . PUNCT bagga-hathi-2022 70 1 we we PRON bagga-hathi-2022 70 2 adopt adopt VERB bagga-hathi-2022 70 3 a a DET bagga-hathi-2022 70 4 supervised supervised ADJ bagga-hathi-2022 70 5 learning learning NOUN bagga-hathi-2022 70 6 approach approach NOUN bagga-hathi-2022 70 7 which which PRON bagga-hathi-2022 70 8 requires require VERB bagga-hathi-2022 70 9 labeled label VERB bagga-hathi-2022 70 10 instances instance NOUN bagga-hathi-2022 70 11 of of ADP bagga-hathi-2022 70 12 training training NOUN bagga-hathi-2022 70 13 data datum NOUN bagga-hathi-2022 70 14 as as ADP bagga-hathi-2022 70 15 input input NOUN bagga-hathi-2022 70 16 . . PUNCT bagga-hathi-2022 71 1 in in ADP bagga-hathi-2022 71 2 this this DET bagga-hathi-2022 71 3 section section NOUN bagga-hathi-2022 71 4 , , PUNCT bagga-hathi-2022 71 5 we we PRON bagga-hathi-2022 71 6 explain explain VERB bagga-hathi-2022 71 7 ( ( PUNCT bagga-hathi-2022 71 8 1 1 X bagga-hathi-2022 71 9 ) ) PUNCT bagga-hathi-2022 71 10 the the DET bagga-hathi-2022 71 11 training training NOUN bagga-hathi-2022 71 12 - - PUNCT bagga-hathi-2022 71 13 data data NOUN bagga-hathi-2022 71 14 used use VERB bagga-hathi-2022 71 15 , , PUNCT bagga-hathi-2022 71 16 ( ( PUNCT bagga-hathi-2022 71 17 2 2 X bagga-hathi-2022 71 18 ) ) PUNCT bagga-hathi-2022 71 19 design design NOUN bagga-hathi-2022 71 20 and and CCONJ bagga-hathi-2022 71 21 validation validation NOUN bagga-hathi-2022 71 22 of of ADP bagga-hathi-2022 71 23 the the DET bagga-hathi-2022 71 24 two two NUM bagga-hathi-2022 71 25 classifiers classifier NOUN bagga-hathi-2022 71 26 ( ( PUNCT bagga-hathi-2022 71 27 one one NUM bagga-hathi-2022 71 28 each each PRON bagga-hathi-2022 71 29 for for ADP bagga-hathi-2022 71 30 fiction fiction NOUN bagga-hathi-2022 71 31 and and CCONJ bagga-hathi-2022 71 32 non non ADJ bagga-hathi-2022 71 33 - - ADJ bagga-hathi-2022 71 34 fiction fiction NOUN bagga-hathi-2022 71 35 ) ) PUNCT bagga-hathi-2022 71 36 , , PUNCT bagga-hathi-2022 71 37 and and CCONJ bagga-hathi-2022 71 38 ( ( PUNCT bagga-hathi-2022 71 39 3 3 X bagga-hathi-2022 71 40 ) ) PUNCT bagga-hathi-2022 71 41 our our PRON bagga-hathi-2022 71 42 methodology methodology NOUN bagga-hathi-2022 71 43 to to PART bagga-hathi-2022 71 44 construct construct VERB bagga-hathi-2022 71 45 our our PRON bagga-hathi-2022 71 46 final final ADJ bagga-hathi-2022 71 47 datasets dataset NOUN bagga-hathi-2022 71 48 using use VERB bagga-hathi-2022 71 49 the the DET bagga-hathi-2022 71 50 validated validate VERB bagga-hathi-2022 71 51 classifiers classifier NOUN bagga-hathi-2022 71 52 . . PUNCT bagga-hathi-2022 72 1 2.1 2.1 NUM bagga-hathi-2022 72 2 training training NOUN bagga-hathi-2022 72 3 data datum NOUN bagga-hathi-2022 72 4 for for ADP bagga-hathi-2022 72 5 this this DET bagga-hathi-2022 72 6 project project NOUN bagga-hathi-2022 72 7 , , PUNCT bagga-hathi-2022 72 8 we we PRON bagga-hathi-2022 72 9 have have VERB bagga-hathi-2022 72 10 two two NUM bagga-hathi-2022 72 11 separate separate ADJ bagga-hathi-2022 72 12 classification classification NOUN bagga-hathi-2022 72 13 tasks task NOUN bagga-hathi-2022 72 14 involving involve VERB bagga-hathi-2022 72 15 the the DET bagga-hathi-2022 72 16 detection detection NOUN bagga-hathi-2022 72 17 of of ADP bagga-hathi-2022 72 18 two two NUM bagga-hathi-2022 72 19 modes mode NOUN bagga-hathi-2022 72 20 of of ADP bagga-hathi-2022 72 21 prose prose ADJ bagga-hathi-2022 72 22 writing writing NOUN bagga-hathi-2022 72 23 : : PUNCT bagga-hathi-2022 72 24 “ " PUNCT bagga-hathi-2022 72 25 fiction fiction NOUN bagga-hathi-2022 72 26 ” " PUNCT bagga-hathi-2022 72 27 and and CCONJ bagga-hathi-2022 72 28 “ " PUNCT bagga-hathi-2022 72 29 non non ADJ bagga-hathi-2022 72 30 - - ADJ bagga-hathi-2022 72 31 fiction fiction ADJ bagga-hathi-2022 72 32 . . PUNCT bagga-hathi-2022 72 33 ” " PUNCT bagga-hathi-2022 73 1 our our PRON bagga-hathi-2022 73 2 two two NUM bagga-hathi-2022 73 3 primary primary ADJ bagga-hathi-2022 73 4 sets set NOUN bagga-hathi-2022 73 5 of of ADP bagga-hathi-2022 73 6 training training NOUN bagga-hathi-2022 73 7 data datum NOUN bagga-hathi-2022 73 8 thus thus ADV bagga-hathi-2022 73 9 contain contain VERB bagga-hathi-2022 73 10 the the DET bagga-hathi-2022 73 11 following follow VERB bagga-hathi-2022 73 12 manually manually ADV bagga-hathi-2022 73 13 curated curate VERB bagga-hathi-2022 73 14 data datum NOUN bagga-hathi-2022 73 15 : : PUNCT bagga-hathi-2022 73 16 1 1 X bagga-hathi-2022 73 17 . . NOUN bagga-hathi-2022 73 18 fiction fiction NOUN bagga-hathi-2022 73 19 ( ( PUNCT bagga-hathi-2022 73 20 411 411 NUM bagga-hathi-2022 73 21 documents document NOUN bagga-hathi-2022 73 22 ): ): PUNCT bagga-hathi-2022 73 23 we we PRON bagga-hathi-2022 73 24 randomly randomly ADV bagga-hathi-2022 73 25 sample sample VERB bagga-hathi-2022 73 26 two two NUM bagga-hathi-2022 73 27 or or CCONJ bagga-hathi-2022 73 28 three three NUM bagga-hathi-2022 73 29 volumes volume NOUN bagga-hathi-2022 73 30 per per ADP bagga-hathi-2022 73 31 year year NOUN bagga-hathi-2022 73 32 from from ADP bagga-hathi-2022 73 33 the the DET bagga-hathi-2022 73 34 class class NOUN bagga-hathi-2022 73 35 of of ADP bagga-hathi-2022 73 36 english english ADJ bagga-hathi-2022 73 37 - - PUNCT bagga-hathi-2022 73 38 language language NOUN bagga-hathi-2022 73 39 fiction fiction NOUN bagga-hathi-2022 73 40 drawn draw VERB bagga-hathi-2022 73 41 from from ADP bagga-hathi-2022 73 42 the the DET bagga-hathi-2022 73 43 “ " PUNCT bagga-hathi-2022 73 44 most most ADV bagga-hathi-2022 73 45 frequently frequently ADV bagga-hathi-2022 73 46 reproduced reproduce VERB bagga-hathi-2022 73 47 ” " PUNCT bagga-hathi-2022 73 48 fiction fiction NOUN bagga-hathi-2022 73 49 in in ADP bagga-hathi-2022 73 50 underwood underwood PROPN bagga-hathi-2022 73 51 et et PROPN bagga-hathi-2022 73 52 al al PROPN bagga-hathi-2022 73 53 . . PUNCT bagga-hathi-2022 74 1 ( ( PUNCT bagga-hathi-2022 74 2 2020 2020 NUM bagga-hathi-2022 74 3 ) ) PUNCT bagga-hathi-2022 74 4 . . PUNCT bagga-hathi-2022 75 1 our our PRON bagga-hathi-2022 75 2 training training NOUN bagga-hathi-2022 75 3 data datum NOUN bagga-hathi-2022 75 4 is be AUX bagga-hathi-2022 75 5 thus thus ADV bagga-hathi-2022 75 6 designed design VERB bagga-hathi-2022 75 7 to to PART bagga-hathi-2022 75 8 represent represent VERB bagga-hathi-2022 75 9 a a DET bagga-hathi-2022 75 10 yearly yearly ADJ bagga-hathi-2022 75 11 cross cross NOUN bagga-hathi-2022 75 12 - - NOUN bagga-hathi-2022 75 13 section section NOUN bagga-hathi-2022 75 14 of of ADP bagga-hathi-2022 75 15 the the DET bagga-hathi-2022 75 16 most most ADV bagga-hathi-2022 75 17 reproduced reproduce VERB bagga-hathi-2022 75 18 english english ADJ bagga-hathi-2022 75 19 - - PUNCT bagga-hathi-2022 75 20 language language NOUN bagga-hathi-2022 75 21 fiction fiction NOUN bagga-hathi-2022 75 22 between between ADP bagga-hathi-2022 75 23 1800 1800 NUM bagga-hathi-2022 75 24 and and CCONJ bagga-hathi-2022 75 25 2000 2000 NUM bagga-hathi-2022 75 26 . . PUNCT bagga-hathi-2022 76 1 year year NOUN bagga-hathi-2022 76 2 of of ADP bagga-hathi-2022 76 3 publication publication NOUN bagga-hathi-2022 76 4 is be AUX bagga-hathi-2022 76 5 estimated estimate VERB bagga-hathi-2022 76 6 using use VERB bagga-hathi-2022 76 7 the the DET bagga-hathi-2022 76 8 “ " PUNCT bagga-hathi-2022 76 9 inferred infer VERB bagga-hathi-2022 76 10 date date NOUN bagga-hathi-2022 76 11 ” " PUNCT bagga-hathi-2022 76 12 category category NOUN bagga-hathi-2022 76 13 of of ADP bagga-hathi-2022 76 14 underwood underwood PROPN bagga-hathi-2022 76 15 et et PROPN bagga-hathi-2022 76 16 al al PROPN bagga-hathi-2022 76 17 . . PUNCT bagga-hathi-2022 77 1 ( ( PUNCT bagga-hathi-2022 77 2 2020 2020 NUM bagga-hathi-2022 77 3 ) ) PUNCT bagga-hathi-2022 77 4 . . PUNCT bagga-hathi-2022 78 1 we we PRON bagga-hathi-2022 78 2 only only ADV bagga-hathi-2022 78 3 sample sample VERB bagga-hathi-2022 78 4 from from ADP bagga-hathi-2022 78 5 volumes volume NOUN bagga-hathi-2022 78 6 that that PRON bagga-hathi-2022 78 7 have have VERB bagga-hathi-2022 78 8 a a DET bagga-hathi-2022 78 9 minimum minimum NOUN bagga-hathi-2022 78 10 of of ADP bagga-hathi-2022 78 11 two two NUM bagga-hathi-2022 78 12 or or CCONJ bagga-hathi-2022 78 13 more more ADJ bagga-hathi-2022 78 14 reprints reprint NOUN bagga-hathi-2022 78 15 during during ADP bagga-hathi-2022 78 16 our our PRON bagga-hathi-2022 78 17 period period NOUN bagga-hathi-2022 78 18 . . PUNCT bagga-hathi-2022 79 1 this this DET bagga-hathi-2022 79 2 process process NOUN bagga-hathi-2022 79 3 results result VERB bagga-hathi-2022 79 4 in in ADP bagga-hathi-2022 79 5 411 411 NUM bagga-hathi-2022 79 6 volumes volume NOUN bagga-hathi-2022 79 7 that that PRON bagga-hathi-2022 79 8 were be AUX bagga-hathi-2022 79 9 manually manually ADV bagga-hathi-2022 79 10 reviewed review VERB bagga-hathi-2022 79 11 for for ADP bagga-hathi-2022 79 12 appropriateness appropriateness NOUN bagga-hathi-2022 79 13 . . PUNCT bagga-hathi-2022 80 1 2 2 X bagga-hathi-2022 80 2 . . X bagga-hathi-2022 80 3 non non ADJ bagga-hathi-2022 80 4 - - ADJ bagga-hathi-2022 80 5 fiction fiction ADJ bagga-hathi-2022 80 6 ( ( PUNCT bagga-hathi-2022 80 7 400 400 NUM bagga-hathi-2022 80 8 documents document NOUN bagga-hathi-2022 80 9 ): ): PUNCT bagga-hathi-2022 80 10 we we PRON bagga-hathi-2022 80 11 randomly randomly ADV bagga-hathi-2022 80 12 sample sample VERB bagga-hathi-2022 80 13 two two NUM bagga-hathi-2022 80 14 volumes volume NOUN bagga-hathi-2022 80 15 per per ADP bagga-hathi-2022 80 16 year year NOUN bagga-hathi-2022 80 17 from from ADP bagga-hathi-2022 80 18 englishlanguage englishlanguage NOUN bagga-hathi-2022 80 19 volumes volume NOUN bagga-hathi-2022 80 20 labeled label VERB bagga-hathi-2022 80 21 as as ADP bagga-hathi-2022 80 22 ‘ ' PUNCT bagga-hathi-2022 80 23 not not PART bagga-hathi-2022 80 24 fiction fiction NOUN bagga-hathi-2022 80 25 ’ ' PUNCT bagga-hathi-2022 80 26 from from ADP bagga-hathi-2022 80 27 the the DET bagga-hathi-2022 80 28 hathitrust hathitrust ADJ bagga-hathi-2022 80 29 digital digital ADJ bagga-hathi-2022 80 30 library library NOUN bagga-hathi-2022 80 31 published publish VERB bagga-hathi-2022 80 32 between between ADP bagga-hathi-2022 80 33 the the DET bagga-hathi-2022 80 34 years year NOUN bagga-hathi-2022 80 35 1800 1800 NUM bagga-hathi-2022 80 36 to to ADP bagga-hathi-2022 80 37 1999 1999 NUM bagga-hathi-2022 80 38 . . PUNCT bagga-hathi-2022 81 1 we we PRON bagga-hathi-2022 81 2 utilize utilize VERB bagga-hathi-2022 81 3 the the DET bagga-hathi-2022 81 4 labels label NOUN bagga-hathi-2022 81 5 embedded embed VERB bagga-hathi-2022 81 6 in in ADP bagga-hathi-2022 81 7 the the DET bagga-hathi-2022 81 8 marc marc PROPN bagga-hathi-2022 81 9 - - PUNCT bagga-hathi-2022 81 10 xml xml NOUN bagga-hathi-2022 81 11 of of ADP bagga-hathi-2022 81 12 the the DET bagga-hathi-2022 81 13 volumes volume NOUN bagga-hathi-2022 81 14 which which PRON bagga-hathi-2022 81 15 was be AUX bagga-hathi-2022 81 16 extracted extract VERB bagga-hathi-2022 81 17 using use VERB bagga-hathi-2022 81 18 the the DET bagga-hathi-2022 81 19 hathitrust hathitrust ADJ bagga-hathi-2022 81 20 bibliographic bibliographic ADJ bagga-hathi-2022 81 21 api api NOUN bagga-hathi-2022 81 22 . . PUNCT bagga-hathi-2022 82 1 these these PRON bagga-hathi-2022 82 2 were be AUX bagga-hathi-2022 82 3 then then ADV bagga-hathi-2022 82 4 manually manually ADV bagga-hathi-2022 82 5 filtered filter VERB bagga-hathi-2022 82 6 and and CCONJ bagga-hathi-2022 82 7 verified verify VERB bagga-hathi-2022 82 8 by by ADP bagga-hathi-2022 82 9 the the DET bagga-hathi-2022 82 10 authors author NOUN bagga-hathi-2022 82 11 and and CCONJ bagga-hathi-2022 82 12 the the DET bagga-hathi-2022 82 13 process process NOUN bagga-hathi-2022 82 14 repeated repeat VERB bagga-hathi-2022 82 15 , , PUNCT bagga-hathi-2022 82 16 resulting result VERB bagga-hathi-2022 82 17 in in ADP bagga-hathi-2022 82 18 a a DET bagga-hathi-2022 82 19 final final ADJ bagga-hathi-2022 82 20 collection collection NOUN bagga-hathi-2022 82 21 of of ADP bagga-hathi-2022 82 22 400 400 NUM bagga-hathi-2022 82 23 non non ADJ bagga-hathi-2022 82 24 - - ADJ bagga-hathi-2022 82 25 fiction fiction ADJ bagga-hathi-2022 82 26 volumes volume NOUN bagga-hathi-2022 82 27 spanning span VERB bagga-hathi-2022 82 28 the the DET bagga-hathi-2022 82 29 years year NOUN bagga-hathi-2022 82 30 1800 1800 NUM bagga-hathi-2022 82 31 - - SYM bagga-hathi-2022 82 32 1999 1999 NUM bagga-hathi-2022 82 33 with with ADP bagga-hathi-2022 82 34 two two NUM bagga-hathi-2022 82 35 volumes volume NOUN bagga-hathi-2022 82 36 sampled sample VERB bagga-hathi-2022 82 37 per per ADP bagga-hathi-2022 82 38 year year NOUN bagga-hathi-2022 82 39 . . PUNCT bagga-hathi-2022 83 1 it it PRON bagga-hathi-2022 83 2 is be AUX bagga-hathi-2022 83 3 important important ADJ bagga-hathi-2022 83 4 to to PART bagga-hathi-2022 83 5 note note VERB bagga-hathi-2022 83 6 that that SCONJ bagga-hathi-2022 83 7 while while SCONJ bagga-hathi-2022 83 8 the the DET bagga-hathi-2022 83 9 classification classification NOUN bagga-hathi-2022 83 10 tasks task NOUN bagga-hathi-2022 83 11 are be AUX bagga-hathi-2022 83 12 similar similar ADJ bagga-hathi-2022 83 13 , , PUNCT bagga-hathi-2022 83 14 they they PRON bagga-hathi-2022 83 15 are be AUX bagga-hathi-2022 83 16 not not PART bagga-hathi-2022 83 17 symmetrical symmetrical ADJ bagga-hathi-2022 83 18 . . PUNCT bagga-hathi-2022 84 1 the the DET bagga-hathi-2022 84 2 opposing opposing ADJ bagga-hathi-2022 84 3 class class NOUN bagga-hathi-2022 84 4 of of ADP bagga-hathi-2022 84 5 “ " PUNCT bagga-hathi-2022 84 6 fiction fiction NOUN bagga-hathi-2022 84 7 , , PUNCT bagga-hathi-2022 84 8 ” " PUNCT bagga-hathi-2022 84 9 for for ADP bagga-hathi-2022 84 10 example example NOUN bagga-hathi-2022 84 11 , , PUNCT bagga-hathi-2022 84 12 is be AUX bagga-hathi-2022 84 13 not not PART bagga-hathi-2022 84 14 simply simply ADV bagga-hathi-2022 84 15 “ " PUNCT bagga-hathi-2022 84 16 non non ADJ bagga-hathi-2022 84 17 - - ADJ bagga-hathi-2022 84 18 fiction fiction ADJ bagga-hathi-2022 84 19 , , PUNCT bagga-hathi-2022 84 20 ” " PUNCT bagga-hathi-2022 84 21 but but CCONJ bagga-hathi-2022 84 22 also also ADV bagga-hathi-2022 84 23 includes include VERB bagga-hathi-2022 84 24 nonprose nonprose PROPN bagga-hathi-2022 84 25 literary literary ADJ bagga-hathi-2022 84 26 genres genre NOUN bagga-hathi-2022 84 27 such such ADJ bagga-hathi-2022 84 28 as as ADP bagga-hathi-2022 84 29 plays play NOUN bagga-hathi-2022 84 30 and and CCONJ bagga-hathi-2022 84 31 poems poem NOUN bagga-hathi-2022 84 32 ( ( PUNCT bagga-hathi-2022 84 33 i.e. i.e. X bagga-hathi-2022 84 34 , , PUNCT bagga-hathi-2022 84 35 “ " PUNCT bagga-hathi-2022 84 36 not not PART bagga-hathi-2022 84 37 - - PUNCT bagga-hathi-2022 84 38 fiction fiction NOUN bagga-hathi-2022 84 39 “ " PUNCT bagga-hathi-2022 84 40 ) ) PUNCT bagga-hathi-2022 84 41 . . PUNCT bagga-hathi-2022 85 1 similarly similarly ADV bagga-hathi-2022 85 2 , , PUNCT bagga-hathi-2022 85 3 the the DET bagga-hathi-2022 85 4 opposing opposing ADJ bagga-hathi-2022 85 5 class class NOUN bagga-hathi-2022 85 6 of of ADP bagga-hathi-2022 85 7 “ " PUNCT bagga-hathi-2022 85 8 non non ADJ bagga-hathi-2022 85 9 - - ADJ bagga-hathi-2022 85 10 fiction fiction NOUN bagga-hathi-2022 85 11 ” " PUNCT bagga-hathi-2022 85 12 is be AUX bagga-hathi-2022 85 13 not not PART bagga-hathi-2022 85 14 strictly strictly ADV bagga-hathi-2022 85 15 “ " PUNCT bagga-hathi-2022 85 16 fiction fiction NOUN bagga-hathi-2022 85 17 ” " PUNCT bagga-hathi-2022 85 18 but but CCONJ bagga-hathi-2022 85 19 also also ADV bagga-hathi-2022 85 20 includes include VERB bagga-hathi-2022 85 21 non non ADJ bagga-hathi-2022 85 22 - - ADJ bagga-hathi-2022 85 23 prose prose ADJ bagga-hathi-2022 85 24 literary literary ADJ bagga-hathi-2022 85 25 genres genre NOUN bagga-hathi-2022 85 26 ( ( PUNCT bagga-hathi-2022 85 27 i.e. i.e. X bagga-hathi-2022 85 28 , , PUNCT bagga-hathi-2022 85 29 “ " PUNCT bagga-hathi-2022 85 30 notnonfiction notnonfiction NOUN bagga-hathi-2022 85 31 ” " PUNCT bagga-hathi-2022 85 32 ) ) PUNCT bagga-hathi-2022 85 33 . . PUNCT bagga-hathi-2022 86 1 in in ADP bagga-hathi-2022 86 2 order order NOUN bagga-hathi-2022 86 3 to to PART bagga-hathi-2022 86 4 address address VERB bagga-hathi-2022 86 5 this this PRON bagga-hathi-2022 86 6 , , PUNCT bagga-hathi-2022 86 7 we we PRON bagga-hathi-2022 86 8 manually manually ADV bagga-hathi-2022 86 9 augment augment VERB bagga-hathi-2022 86 10 our our PRON bagga-hathi-2022 86 11 opposing opposing ADJ bagga-hathi-2022 86 12 class class NOUN bagga-hathi-2022 86 13 of of ADP bagga-hathi-2022 86 14 training training NOUN bagga-hathi-2022 86 15 data datum NOUN bagga-hathi-2022 86 16 with with ADP bagga-hathi-2022 86 17 non non ADJ bagga-hathi-2022 86 18 - - ADJ bagga-hathi-2022 86 19 prose prose ADJ bagga-hathi-2022 86 20 literary literary ADJ bagga-hathi-2022 86 21 documents document NOUN bagga-hathi-2022 86 22 as as ADV bagga-hathi-2022 86 23 well well ADV bagga-hathi-2022 86 24 as as ADP bagga-hathi-2022 86 25 use use VERB bagga-hathi-2022 86 26 heuristic heuristic ADJ bagga-hathi-2022 86 27 rules rule NOUN bagga-hathi-2022 86 28 to to PART bagga-hathi-2022 86 29 automatically automatically ADV bagga-hathi-2022 86 30 remove remove VERB bagga-hathi-2022 86 31 these these DET bagga-hathi-2022 86 32 kinds kind NOUN bagga-hathi-2022 86 33 of of ADP bagga-hathi-2022 86 34 documents document NOUN bagga-hathi-2022 86 35 from from ADP bagga-hathi-2022 86 36 our our PRON bagga-hathi-2022 86 37 final final ADJ bagga-hathi-2022 86 38 annotated annotate VERB bagga-hathi-2022 86 39 data datum NOUN bagga-hathi-2022 86 40 . . PUNCT bagga-hathi-2022 87 1 in in ADP bagga-hathi-2022 87 2 this this DET bagga-hathi-2022 87 3 way way NOUN bagga-hathi-2022 87 4 , , PUNCT bagga-hathi-2022 87 5 we we PRON bagga-hathi-2022 87 6 ensure ensure VERB bagga-hathi-2022 87 7 that that SCONJ bagga-hathi-2022 87 8 our our PRON bagga-hathi-2022 87 9 final final ADJ bagga-hathi-2022 87 10 data datum NOUN bagga-hathi-2022 87 11 only only ADV bagga-hathi-2022 87 12 includes include VERB bagga-hathi-2022 87 13 prose prose NOUN bagga-hathi-2022 87 14 data datum NOUN bagga-hathi-2022 87 15 . . PUNCT bagga-hathi-2022 88 1 2.2 2.2 NUM bagga-hathi-2022 88 2 classifier classifier NOUN bagga-hathi-2022 88 3 selection selection NOUN bagga-hathi-2022 88 4 we we PRON bagga-hathi-2022 88 5 use use VERB bagga-hathi-2022 88 6 the the DET bagga-hathi-2022 88 7 support support NOUN bagga-hathi-2022 88 8 vector vector NOUN bagga-hathi-2022 88 9 machines machine NOUN bagga-hathi-2022 88 10 ( ( PUNCT bagga-hathi-2022 88 11 svm svm PROPN bagga-hathi-2022 88 12 ) ) PUNCT bagga-hathi-2022 88 13 algorithm algorithm PROPN bagga-hathi-2022 88 14 as as ADP bagga-hathi-2022 88 15 our our PRON bagga-hathi-2022 88 16 machine machine NOUN bagga-hathi-2022 88 17 learning learn VERB bagga-hathi-2022 88 18 classifier classifier NOUN bagga-hathi-2022 88 19 , , PUNCT bagga-hathi-2022 88 20 which which PRON bagga-hathi-2022 88 21 has have AUX bagga-hathi-2022 88 22 been be AUX bagga-hathi-2022 88 23 shown show VERB bagga-hathi-2022 88 24 to to PART bagga-hathi-2022 88 25 be be AUX bagga-hathi-2022 88 26 among among ADP bagga-hathi-2022 88 27 the the DET bagga-hathi-2022 88 28 best good ADJ bagga-hathi-2022 88 29 performing perform VERB bagga-hathi-2022 88 30 algorithms algorithm NOUN bagga-hathi-2022 88 31 on on ADP bagga-hathi-2022 88 32 a a DET bagga-hathi-2022 88 33 variety variety NOUN bagga-hathi-2022 88 34 of of ADP bagga-hathi-2022 88 35 text text NOUN bagga-hathi-2022 88 36 classification classification NOUN bagga-hathi-2022 88 37 tasks task NOUN bagga-hathi-2022 88 38 ( ( PUNCT bagga-hathi-2022 88 39 joachims joachim NOUN bagga-hathi-2022 88 40 , , PUNCT bagga-hathi-2022 88 41 1998 1998 NUM bagga-hathi-2022 88 42 ) ) PUNCT bagga-hathi-2022 88 43 . . PUNCT bagga-hathi-2022 89 1 a a DET bagga-hathi-2022 89 2 crucial crucial ADJ bagga-hathi-2022 89 3 aspect aspect NOUN bagga-hathi-2022 89 4 of of ADP bagga-hathi-2022 89 5 the the DET bagga-hathi-2022 89 6 text text NOUN bagga-hathi-2022 89 7 classification classification NOUN bagga-hathi-2022 89 8 pipeline pipeline NOUN bagga-hathi-2022 89 9 is be AUX bagga-hathi-2022 89 10 feature feature NOUN bagga-hathi-2022 89 11 representation representation NOUN bagga-hathi-2022 89 12 . . PUNCT bagga-hathi-2022 90 1 we we PRON bagga-hathi-2022 90 2 represent represent VERB bagga-hathi-2022 90 3 the the DET bagga-hathi-2022 90 4 input input NOUN bagga-hathi-2022 90 5 text text NOUN bagga-hathi-2022 90 6 ( ( PUNCT bagga-hathi-2022 90 7 hathi hathi NOUN bagga-hathi-2022 90 8 volumes volume NOUN bagga-hathi-2022 90 9 ) ) PUNCT bagga-hathi-2022 90 10 as as ADP bagga-hathi-2022 90 11 bag bag NOUN bagga-hathi-2022 90 12 of of ADP bagga-hathi-2022 90 13 word word NOUN bagga-hathi-2022 90 14 n n NOUN bagga-hathi-2022 90 15 - - NOUN bagga-hathi-2022 90 16 grams gram NOUN bagga-hathi-2022 90 17 which which PRON bagga-hathi-2022 90 18 is be AUX bagga-hathi-2022 90 19 one one NUM bagga-hathi-2022 90 20 of of ADP bagga-hathi-2022 90 21 the the DET bagga-hathi-2022 90 22 most most ADV bagga-hathi-2022 90 23 simple simple ADJ bagga-hathi-2022 90 24 yet yet CCONJ bagga-hathi-2022 90 25 effective effective ADJ bagga-hathi-2022 90 26 methods method NOUN bagga-hathi-2022 90 27 for for ADP bagga-hathi-2022 90 28 feature feature NOUN bagga-hathi-2022 90 29 vectorization vectorization NOUN bagga-hathi-2022 90 30 . . PUNCT bagga-hathi-2022 91 1 in in ADP bagga-hathi-2022 91 2 order order NOUN bagga-hathi-2022 91 3 to to PART bagga-hathi-2022 91 4 design design VERB bagga-hathi-2022 91 5 an an DET bagga-hathi-2022 91 6 accurate accurate ADJ bagga-hathi-2022 91 7 classifier classifier NOUN bagga-hathi-2022 91 8 , , PUNCT bagga-hathi-2022 91 9 we we PRON bagga-hathi-2022 91 10 experiment experiment VERB bagga-hathi-2022 91 11 with with ADP bagga-hathi-2022 91 12 word word NOUN bagga-hathi-2022 91 13 unigrams unigram NOUN bagga-hathi-2022 91 14 , , PUNCT bagga-hathi-2022 91 15 bigrams bigram NOUN bagga-hathi-2022 91 16 , , PUNCT bagga-hathi-2022 91 17 trigrams trigram NOUN bagga-hathi-2022 91 18 and and CCONJ bagga-hathi-2022 91 19 all all DET bagga-hathi-2022 91 20 three three NUM bagga-hathi-2022 91 21 word word NOUN bagga-hathi-2022 91 22 n n NOUN bagga-hathi-2022 91 23 - - NOUN bagga-hathi-2022 91 24 grams gram NOUN bagga-hathi-2022 91 25 combined combine VERB bagga-hathi-2022 91 26 , , PUNCT bagga-hathi-2022 91 27 and and CCONJ bagga-hathi-2022 91 28 pick pick VERB bagga-hathi-2022 91 29 the the DET bagga-hathi-2022 91 30 one one NOUN bagga-hathi-2022 91 31 which which PRON bagga-hathi-2022 91 32 yields yield VERB bagga-hathi-2022 91 33 the the DET bagga-hathi-2022 91 34 best good ADJ bagga-hathi-2022 91 35 performance performance NOUN bagga-hathi-2022 91 36 in in ADP bagga-hathi-2022 91 37 a a DET bagga-hathi-2022 91 38 10 10 NUM bagga-hathi-2022 91 39 - - ADJ bagga-hathi-2022 91 40 fold fold ADJ bagga-hathi-2022 91 41 cross cross ADJ bagga-hathi-2022 91 42 validation validation NOUN bagga-hathi-2022 91 43 test test NOUN bagga-hathi-2022 91 44 . . PUNCT bagga-hathi-2022 92 1 simultaneously simultaneously ADV bagga-hathi-2022 92 2 , , PUNCT bagga-hathi-2022 92 3 we we PRON bagga-hathi-2022 92 4 perform perform VERB bagga-hathi-2022 92 5 cross cross ADJ bagga-hathi-2022 92 6 - - ADJ bagga-hathi-2022 92 7 validated validated ADJ bagga-hathi-2022 92 8 tuning tuning NOUN bagga-hathi-2022 92 9 for for ADP bagga-hathi-2022 92 10 svm svm PROPN bagga-hathi-2022 92 11 ’s ’s PART bagga-hathi-2022 92 12 hyperparameters hyperparameter NOUN bagga-hathi-2022 92 13 namely namely ADV bagga-hathi-2022 92 14 , , PUNCT bagga-hathi-2022 92 15 c c NOUN bagga-hathi-2022 92 16 and and CCONJ bagga-hathi-2022 92 17 kernel kernel PROPN bagga-hathi-2022 92 18 . . PUNCT bagga-hathi-2022 93 1 in in ADP bagga-hathi-2022 93 2 addition addition NOUN bagga-hathi-2022 93 3 , , PUNCT bagga-hathi-2022 93 4 we we PRON bagga-hathi-2022 93 5 also also ADV bagga-hathi-2022 93 6 optimize optimize VERB bagga-hathi-2022 93 7 svm svm PROPN bagga-hathi-2022 93 8 ’s ’s PART bagga-hathi-2022 93 9 probability probability NOUN bagga-hathi-2022 93 10 threshold threshold NOUN bagga-hathi-2022 93 11 for for ADP bagga-hathi-2022 93 12 predicting predict VERB bagga-hathi-2022 93 13 fiction fiction NOUN bagga-hathi-2022 93 14 and and CCONJ bagga-hathi-2022 93 15 the the DET bagga-hathi-2022 93 16 different different ADJ bagga-hathi-2022 93 17 n n NOUN bagga-hathi-2022 93 18 - - PUNCT bagga-hathi-2022 93 19 grams gram NOUN bagga-hathi-2022 93 20 ’ ' PUNCT bagga-hathi-2022 93 21 vocabulary vocabulary NOUN bagga-hathi-2022 93 22 sizes size NOUN bagga-hathi-2022 93 23 . . PUNCT bagga-hathi-2022 94 1 note note VERB bagga-hathi-2022 94 2 that that SCONJ bagga-hathi-2022 94 3 we we PRON bagga-hathi-2022 94 4 filter filter VERB bagga-hathi-2022 94 5 out out ADP bagga-hathi-2022 94 6 the the DET bagga-hathi-2022 94 7 paratext paratext NOUN bagga-hathi-2022 94 8 during during ADP bagga-hathi-2022 94 9 the the DET bagga-hathi-2022 94 10 training training NOUN bagga-hathi-2022 94 11 phase phase NOUN bagga-hathi-2022 94 12 of of ADP bagga-hathi-2022 94 13 the the DET bagga-hathi-2022 94 14 classifier classifier NOUN bagga-hathi-2022 94 15 by by ADP bagga-hathi-2022 94 16 only only ADV bagga-hathi-2022 94 17 using use VERB bagga-hathi-2022 94 18 the the DET bagga-hathi-2022 94 19 middle middle ADJ bagga-hathi-2022 94 20 60 60 NUM bagga-hathi-2022 94 21 % % NOUN bagga-hathi-2022 94 22 text text NOUN bagga-hathi-2022 94 23 of of ADP bagga-hathi-2022 94 24 the the DET bagga-hathi-2022 94 25 volume volume NOUN bagga-hathi-2022 94 26 and and CCONJ bagga-hathi-2022 94 27 removing remove VERB bagga-hathi-2022 94 28 running run VERB bagga-hathi-2022 94 29 headers header NOUN bagga-hathi-2022 94 30 , , PUNCT bagga-hathi-2022 94 31 footers footer NOUN bagga-hathi-2022 94 32 and and CCONJ bagga-hathi-2022 94 33 page page NOUN bagga-hathi-2022 94 34 numbers number NOUN bagga-hathi-2022 94 35 . . PUNCT bagga-hathi-2022 95 1 validation validation NOUN bagga-hathi-2022 95 2 results result NOUN bagga-hathi-2022 95 3 . . PUNCT bagga-hathi-2022 96 1 in in ADP bagga-hathi-2022 96 2 the the DET bagga-hathi-2022 96 3 cross cross ADJ bagga-hathi-2022 96 4 - - ADJ bagga-hathi-2022 96 5 validation validation ADJ bagga-hathi-2022 96 6 setting setting NOUN bagga-hathi-2022 96 7 within within ADP bagga-hathi-2022 96 8 the the DET bagga-hathi-2022 96 9 811 811 NUM bagga-hathi-2022 96 10 volumes volume NOUN bagga-hathi-2022 96 11 , , PUNCT bagga-hathi-2022 96 12 svm svm PROPN bagga-hathi-2022 96 13 achieves achieve VERB bagga-hathi-2022 96 14 an an DET bagga-hathi-2022 96 15 average average ADJ bagga-hathi-2022 96 16 f1 f1 NOUN bagga-hathi-2022 96 17 score score NOUN bagga-hathi-2022 96 18 of of ADP bagga-hathi-2022 96 19 0.968 0.968 NUM bagga-hathi-2022 96 20 and and CCONJ bagga-hathi-2022 96 21 0.964 0.964 NUM bagga-hathi-2022 96 22 for for ADP bagga-hathi-2022 96 23 the the DET bagga-hathi-2022 96 24 fiction fiction NOUN bagga-hathi-2022 96 25 and and CCONJ bagga-hathi-2022 96 26 the the DET bagga-hathi-2022 96 27 nonfiction nonfiction NOUN bagga-hathi-2022 96 28 classifier classifier NOUN bagga-hathi-2022 96 29 respectively respectively ADV bagga-hathi-2022 96 30 . . PUNCT bagga-hathi-2022 97 1 both both DET bagga-hathi-2022 97 2 classifiers classifier NOUN bagga-hathi-2022 97 3 yield yield VERB bagga-hathi-2022 97 4 the the DET bagga-hathi-2022 97 5 best good ADJ bagga-hathi-2022 97 6 results result NOUN bagga-hathi-2022 97 7 when when SCONJ bagga-hathi-2022 97 8 the the DET bagga-hathi-2022 97 9 feature feature NOUN bagga-hathi-2022 97 10 space space NOUN bagga-hathi-2022 97 11 consists consist VERB bagga-hathi-2022 97 12 of of ADP bagga-hathi-2022 97 13 a a DET bagga-hathi-2022 97 14 combination combination NOUN bagga-hathi-2022 97 15 of of ADP bagga-hathi-2022 97 16 word word NOUN bagga-hathi-2022 97 17 unigrams unigram NOUN bagga-hathi-2022 97 18 , , PUNCT bagga-hathi-2022 97 19 bigrams bigram NOUN bagga-hathi-2022 97 20 and and CCONJ bagga-hathi-2022 97 21 trigrams trigram NOUN bagga-hathi-2022 97 22 . . PUNCT bagga-hathi-2022 98 1 all all DET bagga-hathi-2022 98 2 the the DET bagga-hathi-2022 98 3 optimal optimal ADJ bagga-hathi-2022 98 4 parameters parameter NOUN bagga-hathi-2022 98 5 for for ADP bagga-hathi-2022 98 6 both both DET bagga-hathi-2022 98 7 classifiers classifier NOUN bagga-hathi-2022 98 8 are be AUX bagga-hathi-2022 98 9 listed list VERB bagga-hathi-2022 98 10 in in ADP bagga-hathi-2022 98 11 table table NOUN bagga-hathi-2022 98 12 1 1 NUM bagga-hathi-2022 98 13 . . PUNCT bagga-hathi-2022 98 14 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 99 1 classifier classifier X bagga-hathi-2022 99 2 feature feature NOUN bagga-hathi-2022 99 3 - - PUNCT bagga-hathi-2022 99 4 space space NOUN bagga-hathi-2022 99 5 prob prob NOUN bagga-hathi-2022 99 6 - - PUNCT bagga-hathi-2022 99 7 threshold threshold NOUN bagga-hathi-2022 99 8 svm svm NOUN bagga-hathi-2022 99 9 hyperparameters hyperparameter NOUN bagga-hathi-2022 99 10 fiction fiction NOUN bagga-hathi-2022 99 11 top-1k top-1k NOUN bagga-hathi-2022 99 12 word word NOUN bagga-hathi-2022 99 13 uni- uni- PROPN bagga-hathi-2022 99 14 , , PUNCT bagga-hathi-2022 99 15 bi- bi- INTJ bagga-hathi-2022 99 16 , , PUNCT bagga-hathi-2022 99 17 trigrams trigram NOUN bagga-hathi-2022 99 18 0.75 0.75 NUM bagga-hathi-2022 99 19 c c PROPN bagga-hathi-2022 99 20 = = SYM bagga-hathi-2022 99 21 1 1 NUM bagga-hathi-2022 99 22 & & CCONJ bagga-hathi-2022 99 23 gaussian gaussian ADJ bagga-hathi-2022 99 24 kernel kernel PROPN bagga-hathi-2022 99 25 non non ADJ bagga-hathi-2022 99 26 - - ADJ bagga-hathi-2022 99 27 fiction fiction ADJ bagga-hathi-2022 99 28 top-100k top-100k PROPN bagga-hathi-2022 99 29 word word NOUN bagga-hathi-2022 99 30 uni- uni- PROPN bagga-hathi-2022 99 31 , , PUNCT bagga-hathi-2022 99 32 bi- bi- INTJ bagga-hathi-2022 99 33 , , PUNCT bagga-hathi-2022 99 34 trigrams trigram NOUN bagga-hathi-2022 99 35 0.70 0.70 NUM bagga-hathi-2022 99 36 c c PROPN bagga-hathi-2022 99 37 = = SYM bagga-hathi-2022 99 38 1 1 NUM bagga-hathi-2022 99 39 & & CCONJ bagga-hathi-2022 99 40 linear linear PROPN bagga-hathi-2022 99 41 kernel kernel PROPN bagga-hathi-2022 99 42 2.3 2.3 NUM bagga-hathi-2022 99 43 volume volume NOUN bagga-hathi-2022 99 44 and and CCONJ bagga-hathi-2022 99 45 page page NOUN bagga-hathi-2022 99 46 sampling sampling NOUN bagga-hathi-2022 99 47 after after ADP bagga-hathi-2022 99 48 validating validate VERB bagga-hathi-2022 99 49 our our PRON bagga-hathi-2022 99 50 learning learning NOUN bagga-hathi-2022 99 51 model model NOUN bagga-hathi-2022 99 52 with with ADP bagga-hathi-2022 99 53 the the DET bagga-hathi-2022 99 54 optimal optimal ADJ bagga-hathi-2022 99 55 feature feature NOUN bagga-hathi-2022 99 56 space space NOUN bagga-hathi-2022 99 57 and and CCONJ bagga-hathi-2022 99 58 hyperparameters hyperparameter NOUN bagga-hathi-2022 99 59 derived derive VERB bagga-hathi-2022 99 60 via via ADP bagga-hathi-2022 99 61 cross cross NOUN bagga-hathi-2022 99 62 - - NOUN bagga-hathi-2022 99 63 validation validation NOUN bagga-hathi-2022 99 64 , , PUNCT bagga-hathi-2022 99 65 we we PRON bagga-hathi-2022 99 66 next next ADV bagga-hathi-2022 99 67 describe describe VERB bagga-hathi-2022 99 68 our our PRON bagga-hathi-2022 99 69 pipeline pipeline NOUN bagga-hathi-2022 99 70 for for ADP bagga-hathi-2022 99 71 constructing construct VERB bagga-hathi-2022 99 72 each each PRON bagga-hathi-2022 99 73 of of ADP bagga-hathi-2022 99 74 the the DET bagga-hathi-2022 99 75 datasets dataset NOUN bagga-hathi-2022 99 76 . . PUNCT bagga-hathi-2022 100 1 this this PRON bagga-hathi-2022 100 2 involves involve VERB bagga-hathi-2022 100 3 a a DET bagga-hathi-2022 100 4 three three NUM bagga-hathi-2022 100 5 - - PUNCT bagga-hathi-2022 100 6 step step NOUN bagga-hathi-2022 100 7 process process NOUN bagga-hathi-2022 100 8 of of ADP bagga-hathi-2022 100 9 sampling sample VERB bagga-hathi-2022 100 10 volumes volume NOUN bagga-hathi-2022 100 11 from from ADP bagga-hathi-2022 100 12 hathi hathi NOUN bagga-hathi-2022 100 13 trust trust NOUN bagga-hathi-2022 100 14 ; ; PUNCT bagga-hathi-2022 100 15 running run VERB bagga-hathi-2022 100 16 our our PRON bagga-hathi-2022 100 17 classifiers classifier NOUN bagga-hathi-2022 100 18 on on ADP bagga-hathi-2022 100 19 the the DET bagga-hathi-2022 100 20 sampled sampled ADJ bagga-hathi-2022 100 21 volumes volume NOUN bagga-hathi-2022 100 22 ; ; PUNCT bagga-hathi-2022 100 23 and and CCONJ bagga-hathi-2022 100 24 then then ADV bagga-hathi-2022 100 25 sampling sample VERB bagga-hathi-2022 100 26 pages page NOUN bagga-hathi-2022 100 27 from from ADP bagga-hathi-2022 100 28 the the DET bagga-hathi-2022 100 29 classified classified ADJ bagga-hathi-2022 100 30 volumes volume NOUN bagga-hathi-2022 100 31 . . PUNCT bagga-hathi-2022 101 1 sampling sample VERB bagga-hathi-2022 101 2 volumes volume NOUN bagga-hathi-2022 101 3 . . PUNCT bagga-hathi-2022 102 1 for for ADP bagga-hathi-2022 102 2 each each DET bagga-hathi-2022 102 3 year year NOUN bagga-hathi-2022 102 4 of of ADP bagga-hathi-2022 102 5 our our PRON bagga-hathi-2022 102 6 designated designate VERB bagga-hathi-2022 102 7 time time NOUN bagga-hathi-2022 102 8 period period NOUN bagga-hathi-2022 102 9 , , PUNCT bagga-hathi-2022 102 10 we we PRON bagga-hathi-2022 102 11 randomly randomly VERB bagga-hathi-2022 102 12 sample sample VERB bagga-hathi-2022 102 13 volumes volume NOUN bagga-hathi-2022 102 14 from from ADP bagga-hathi-2022 102 15 the the DET bagga-hathi-2022 102 16 hathi hathi NOUN bagga-hathi-2022 102 17 trust trust NOUN bagga-hathi-2022 102 18 collection collection NOUN bagga-hathi-2022 102 19 until until SCONJ bagga-hathi-2022 102 20 one one NUM bagga-hathi-2022 102 21 of of ADP bagga-hathi-2022 102 22 two two NUM bagga-hathi-2022 102 23 conditions condition NOUN bagga-hathi-2022 102 24 are be AUX bagga-hathi-2022 102 25 met meet VERB bagga-hathi-2022 102 26 : : PUNCT bagga-hathi-2022 102 27 either either CCONJ bagga-hathi-2022 102 28 we we PRON bagga-hathi-2022 102 29 run run VERB bagga-hathi-2022 102 30 out out ADP bagga-hathi-2022 102 31 of of ADP bagga-hathi-2022 102 32 volumes volume NOUN bagga-hathi-2022 102 33 to to PART bagga-hathi-2022 102 34 sample sample VERB bagga-hathi-2022 102 35 or or CCONJ bagga-hathi-2022 102 36 we we PRON bagga-hathi-2022 102 37 reach reach VERB bagga-hathi-2022 102 38 our our PRON bagga-hathi-2022 102 39 threshold threshold NOUN bagga-hathi-2022 102 40 number number NOUN bagga-hathi-2022 102 41 of of ADP bagga-hathi-2022 102 42 yearly yearly ADJ bagga-hathi-2022 102 43 pages page NOUN bagga-hathi-2022 102 44 . . PUNCT bagga-hathi-2022 103 1 the the DET bagga-hathi-2022 103 2 publication publication NOUN bagga-hathi-2022 103 3 date date NOUN bagga-hathi-2022 103 4 is be AUX bagga-hathi-2022 103 5 accessed access VERB bagga-hathi-2022 103 6 using use VERB bagga-hathi-2022 103 7 the the DET bagga-hathi-2022 103 8 rights_date_used rights_date_used ADJ bagga-hathi-2022 103 9 field field NOUN bagga-hathi-2022 103 10 from from ADP bagga-hathi-2022 103 11 hathifiles hathifile NOUN bagga-hathi-2022 103 12 . . PUNCT bagga-hathi-2022 104 1 while while SCONJ bagga-hathi-2022 104 2 sampling sample VERB bagga-hathi-2022 104 3 , , PUNCT bagga-hathi-2022 104 4 we we PRON bagga-hathi-2022 104 5 use use VERB bagga-hathi-2022 104 6 a a DET bagga-hathi-2022 104 7 heuristic heuristic ADJ bagga-hathi-2022 104 8 set set NOUN bagga-hathi-2022 104 9 of of ADP bagga-hathi-2022 104 10 title title NOUN bagga-hathi-2022 104 11 and and CCONJ bagga-hathi-2022 104 12 genre genre NOUN bagga-hathi-2022 104 13 keywords keyword NOUN bagga-hathi-2022 104 14 to to PART bagga-hathi-2022 104 15 remove remove VERB bagga-hathi-2022 104 16 inappropriate inappropriate ADJ bagga-hathi-2022 104 17 volumes volume NOUN bagga-hathi-2022 104 18 from from ADP bagga-hathi-2022 104 19 each each PRON bagga-hathi-2022 104 20 of of ADP bagga-hathi-2022 104 21 our our PRON bagga-hathi-2022 104 22 classes class NOUN bagga-hathi-2022 104 23 prior prior ADV bagga-hathi-2022 104 24 to to ADP bagga-hathi-2022 104 25 classification classification NOUN bagga-hathi-2022 104 26 . . PUNCT bagga-hathi-2022 105 1 for for ADP bagga-hathi-2022 105 2 example example NOUN bagga-hathi-2022 105 3 , , PUNCT bagga-hathi-2022 105 4 for for ADP bagga-hathi-2022 105 5 fiction fiction NOUN bagga-hathi-2022 105 6 and and CCONJ bagga-hathi-2022 105 7 non non NOUN bagga-hathi-2022 105 8 - - ADJ bagga-hathi-2022 105 9 fiction fiction NOUN bagga-hathi-2022 105 10 we we PRON bagga-hathi-2022 105 11 discard discard VERB bagga-hathi-2022 105 12 all all DET bagga-hathi-2022 105 13 non non ADJ bagga-hathi-2022 105 14 - - ADJ bagga-hathi-2022 105 15 prose prose ADJ bagga-hathi-2022 105 16 literary literary ADJ bagga-hathi-2022 105 17 volumes volume NOUN bagga-hathi-2022 105 18 by by ADP bagga-hathi-2022 105 19 conditioning condition VERB bagga-hathi-2022 105 20 on on ADP bagga-hathi-2022 105 21 words word NOUN bagga-hathi-2022 105 22 such such ADJ bagga-hathi-2022 105 23 as as ADP bagga-hathi-2022 105 24 ‘ ' PUNCT bagga-hathi-2022 105 25 poet poet NOUN bagga-hathi-2022 105 26 ’ ' PUNCT bagga-hathi-2022 105 27 , , PUNCT bagga-hathi-2022 105 28 ‘ ' PUNCT bagga-hathi-2022 105 29 poem poem NOUN bagga-hathi-2022 105 30 ’ ' PUNCT bagga-hathi-2022 105 31 , , PUNCT bagga-hathi-2022 105 32 ‘ ' PUNCT bagga-hathi-2022 105 33 a a DET bagga-hathi-2022 105 34 comedy comedy NOUN bagga-hathi-2022 105 35 ’ ' PUNCT bagga-hathi-2022 105 36 , , PUNCT bagga-hathi-2022 105 37 ‘ ' PUNCT bagga-hathi-2022 105 38 a a DET bagga-hathi-2022 105 39 tragedy tragedy NOUN bagga-hathi-2022 105 40 ’ ' PUNCT bagga-hathi-2022 105 41 , , PUNCT bagga-hathi-2022 105 42 etc etc X bagga-hathi-2022 105 43 . . X bagga-hathi-2022 105 44 , , PUNCT bagga-hathi-2022 105 45 that that PRON bagga-hathi-2022 105 46 appear appear VERB bagga-hathi-2022 105 47 in in ADP bagga-hathi-2022 105 48 either either CCONJ bagga-hathi-2022 105 49 the the DET bagga-hathi-2022 105 50 title title NOUN bagga-hathi-2022 105 51 or or CCONJ bagga-hathi-2022 105 52 genre genre NOUN bagga-hathi-2022 105 53 labels label NOUN bagga-hathi-2022 105 54 . . PUNCT bagga-hathi-2022 106 1 for for ADP bagga-hathi-2022 106 2 non non NOUN bagga-hathi-2022 106 3 - - NOUN bagga-hathi-2022 106 4 fiction fiction ADJ bagga-hathi-2022 106 5 , , PUNCT bagga-hathi-2022 106 6 we we PRON bagga-hathi-2022 106 7 also also ADV bagga-hathi-2022 106 8 remove remove VERB bagga-hathi-2022 106 9 dictionaries dictionary NOUN bagga-hathi-2022 106 10 and and CCONJ bagga-hathi-2022 106 11 cookbooks cookbook NOUN bagga-hathi-2022 106 12 using use VERB bagga-hathi-2022 106 13 a a DET bagga-hathi-2022 106 14 similar similar ADJ bagga-hathi-2022 106 15 set set NOUN bagga-hathi-2022 106 16 of of ADP bagga-hathi-2022 106 17 heuristics heuristic NOUN bagga-hathi-2022 106 18 . . PUNCT bagga-hathi-2022 107 1 the the DET bagga-hathi-2022 107 2 complete complete ADJ bagga-hathi-2022 107 3 list list NOUN bagga-hathi-2022 107 4 of of ADP bagga-hathi-2022 107 5 heuristics heuristic NOUN bagga-hathi-2022 107 6 can can AUX bagga-hathi-2022 107 7 be be AUX bagga-hathi-2022 107 8 found find VERB bagga-hathi-2022 107 9 in in ADP bagga-hathi-2022 107 10 the the DET bagga-hathi-2022 107 11 heuristics heuristic NOUN bagga-hathi-2022 107 12 section section NOUN bagga-hathi-2022 107 13 of of ADP bagga-hathi-2022 107 14 the the DET bagga-hathi-2022 107 15 readme readme NOUN bagga-hathi-2022 107 16 file file NOUN bagga-hathi-2022 107 17 released release VERB bagga-hathi-2022 107 18 with with ADP bagga-hathi-2022 107 19 the the DET bagga-hathi-2022 107 20 dataset dataset NOUN bagga-hathi-2022 107 21 . . PUNCT bagga-hathi-2022 108 1 in in ADP bagga-hathi-2022 108 2 addition addition NOUN bagga-hathi-2022 108 3 to to ADP bagga-hathi-2022 108 4 the the DET bagga-hathi-2022 108 5 keyword keyword NOUN bagga-hathi-2022 108 6 - - PUNCT bagga-hathi-2022 108 7 based base VERB bagga-hathi-2022 108 8 filtering filtering NOUN bagga-hathi-2022 108 9 , , PUNCT bagga-hathi-2022 108 10 we we PRON bagga-hathi-2022 108 11 also also ADV bagga-hathi-2022 108 12 remove remove VERB bagga-hathi-2022 108 13 volumes volume NOUN bagga-hathi-2022 108 14 with with ADP bagga-hathi-2022 108 15 duplicate duplicate NOUN bagga-hathi-2022 108 16 titles title NOUN bagga-hathi-2022 108 17 , , PUNCT bagga-hathi-2022 108 18 i.e. i.e. X bagga-hathi-2022 108 19 , , PUNCT bagga-hathi-2022 108 20 we we PRON bagga-hathi-2022 108 21 remove remove VERB bagga-hathi-2022 108 22 a a DET bagga-hathi-2022 108 23 volume volume NOUN bagga-hathi-2022 108 24 if if SCONJ bagga-hathi-2022 108 25 the the DET bagga-hathi-2022 108 26 levenshtein levenshtein NOUN bagga-hathi-2022 108 27 distance distance NOUN bagga-hathi-2022 108 28 between between ADP bagga-hathi-2022 108 29 its its PRON bagga-hathi-2022 108 30 title title NOUN bagga-hathi-2022 108 31 and and CCONJ bagga-hathi-2022 108 32 any any DET bagga-hathi-2022 108 33 title title NOUN bagga-hathi-2022 108 34 in in ADP bagga-hathi-2022 108 35 the the DET bagga-hathi-2022 108 36 sampled sample VERB bagga-hathi-2022 108 37 - - PUNCT bagga-hathi-2022 108 38 set set NOUN bagga-hathi-2022 108 39 is be AUX bagga-hathi-2022 108 40 more more ADJ bagga-hathi-2022 108 41 than than ADP bagga-hathi-2022 108 42 a a DET bagga-hathi-2022 108 43 threshold threshold NOUN bagga-hathi-2022 108 44 of of ADP bagga-hathi-2022 108 45 90 90 NUM bagga-hathi-2022 108 46 ( ( PUNCT bagga-hathi-2022 108 47 manually manually ADV bagga-hathi-2022 108 48 validated validate VERB bagga-hathi-2022 108 49 ) ) PUNCT bagga-hathi-2022 108 50 . . PUNCT bagga-hathi-2022 109 1 thus thus ADV bagga-hathi-2022 109 2 for for ADP bagga-hathi-2022 109 3 a a DET bagga-hathi-2022 109 4 given give VERB bagga-hathi-2022 109 5 year year NOUN bagga-hathi-2022 109 6 we we PRON bagga-hathi-2022 109 7 attempt attempt VERB bagga-hathi-2022 109 8 to to PART bagga-hathi-2022 109 9 condition condition VERB bagga-hathi-2022 109 10 on on ADP bagga-hathi-2022 109 11 unique unique ADJ bagga-hathi-2022 109 12 works work NOUN bagga-hathi-2022 109 13 ; ; PUNCT bagga-hathi-2022 109 14 however however ADV bagga-hathi-2022 109 15 , , PUNCT bagga-hathi-2022 109 16 we we PRON bagga-hathi-2022 109 17 do do AUX bagga-hathi-2022 109 18 not not PART bagga-hathi-2022 109 19 do do VERB bagga-hathi-2022 109 20 this this PRON bagga-hathi-2022 109 21 across across ADP bagga-hathi-2022 109 22 years year NOUN bagga-hathi-2022 109 23 such such ADJ bagga-hathi-2022 109 24 that that PRON bagga-hathi-2022 109 25 works work VERB bagga-hathi-2022 109 26 that that PRON bagga-hathi-2022 109 27 are be AUX bagga-hathi-2022 109 28 multiply multiply ADV bagga-hathi-2022 109 29 reprinted reprint VERB bagga-hathi-2022 109 30 in in ADP bagga-hathi-2022 109 31 subsequent subsequent ADJ bagga-hathi-2022 109 32 years year NOUN bagga-hathi-2022 109 33 have have VERB bagga-hathi-2022 109 34 the the DET bagga-hathi-2022 109 35 chance chance NOUN bagga-hathi-2022 109 36 of of ADP bagga-hathi-2022 109 37 being be AUX bagga-hathi-2022 109 38 resampled resample VERB bagga-hathi-2022 109 39 . . PUNCT bagga-hathi-2022 110 1 our our PRON bagga-hathi-2022 110 2 data datum NOUN bagga-hathi-2022 110 3 is be AUX bagga-hathi-2022 110 4 designed design VERB bagga-hathi-2022 110 5 to to PART bagga-hathi-2022 110 6 condition condition VERB bagga-hathi-2022 110 7 on on ADP bagga-hathi-2022 110 8 writing writing NOUN bagga-hathi-2022 110 9 published publish VERB bagga-hathi-2022 110 10 in in ADP bagga-hathi-2022 110 11 a a DET bagga-hathi-2022 110 12 given give VERB bagga-hathi-2022 110 13 year year NOUN bagga-hathi-2022 110 14 rather rather ADV bagga-hathi-2022 110 15 than than ADP bagga-hathi-2022 110 16 writing write VERB bagga-hathi-2022 110 17 composed compose VERB bagga-hathi-2022 110 18 in in ADP bagga-hathi-2022 110 19 a a DET bagga-hathi-2022 110 20 given give VERB bagga-hathi-2022 110 21 year year NOUN bagga-hathi-2022 110 22 . . PUNCT bagga-hathi-2022 111 1 sampling sample VERB bagga-hathi-2022 111 2 pages page NOUN bagga-hathi-2022 111 3 . . PUNCT bagga-hathi-2022 112 1 after after ADP bagga-hathi-2022 112 2 sampling sample VERB bagga-hathi-2022 112 3 volumes volume NOUN bagga-hathi-2022 112 4 , , PUNCT bagga-hathi-2022 112 5 we we PRON bagga-hathi-2022 112 6 then then ADV bagga-hathi-2022 112 7 run run VERB bagga-hathi-2022 112 8 our our PRON bagga-hathi-2022 112 9 classifiers classifier NOUN bagga-hathi-2022 112 10 on on ADP bagga-hathi-2022 112 11 the the DET bagga-hathi-2022 112 12 sampled sampled ADJ bagga-hathi-2022 112 13 volumes volume NOUN bagga-hathi-2022 112 14 to to PART bagga-hathi-2022 112 15 predict predict VERB bagga-hathi-2022 112 16 each each DET bagga-hathi-2022 112 17 volume volume NOUN bagga-hathi-2022 112 18 ’s ’s PART bagga-hathi-2022 112 19 class class NOUN bagga-hathi-2022 112 20 . . PUNCT bagga-hathi-2022 113 1 we we PRON bagga-hathi-2022 113 2 run run VERB bagga-hathi-2022 113 3 once once ADV bagga-hathi-2022 113 4 for for ADP bagga-hathi-2022 113 5 each each DET bagga-hathi-2022 113 6 target target NOUN bagga-hathi-2022 113 7 class class NOUN bagga-hathi-2022 113 8 ( ( PUNCT bagga-hathi-2022 113 9 fiction fiction NOUN bagga-hathi-2022 113 10 / / SYM bagga-hathi-2022 113 11 non non ADJ bagga-hathi-2022 113 12 - - ADJ bagga-hathi-2022 113 13 fiction fiction ADJ bagga-hathi-2022 113 14 ) ) PUNCT bagga-hathi-2022 113 15 . . PUNCT bagga-hathi-2022 114 1 from from ADP bagga-hathi-2022 114 2 each each PRON bagga-hathi-2022 114 3 of of ADP bagga-hathi-2022 114 4 the the DET bagga-hathi-2022 114 5 newly newly ADV bagga-hathi-2022 114 6 classified classify VERB bagga-hathi-2022 114 7 volumes volume NOUN bagga-hathi-2022 114 8 within within ADP bagga-hathi-2022 114 9 both both DET bagga-hathi-2022 114 10 classes class NOUN bagga-hathi-2022 114 11 , , PUNCT bagga-hathi-2022 114 12 we we PRON bagga-hathi-2022 114 13 then then ADV bagga-hathi-2022 114 14 sample sample VERB bagga-hathi-2022 114 15 up up ADP bagga-hathi-2022 114 16 to to PART bagga-hathi-2022 114 17 five five NUM bagga-hathi-2022 114 18 random random ADJ bagga-hathi-2022 114 19 pages page NOUN bagga-hathi-2022 114 20 that that PRON bagga-hathi-2022 114 21 meet meet VERB bagga-hathi-2022 114 22 the the DET bagga-hathi-2022 114 23 following follow VERB bagga-hathi-2022 114 24 quality quality NOUN bagga-hathi-2022 114 25 constraints constraint NOUN bagga-hathi-2022 114 26 . . PUNCT bagga-hathi-2022 115 1 the the DET bagga-hathi-2022 115 2 page page NOUN bagga-hathi-2022 115 3 must must AUX bagga-hathi-2022 115 4 : : PUNCT bagga-hathi-2022 115 5 1 1 X bagga-hathi-2022 115 6 . . X bagga-hathi-2022 115 7 contain contain VERB bagga-hathi-2022 115 8 more more ADJ bagga-hathi-2022 115 9 than than ADP bagga-hathi-2022 115 10 100 100 NUM bagga-hathi-2022 115 11 words word NOUN bagga-hathi-2022 115 12 and and CCONJ bagga-hathi-2022 115 13 2 2 NUM bagga-hathi-2022 115 14 sentences sentence NOUN bagga-hathi-2022 115 15 . . PUNCT bagga-hathi-2022 116 1 pages page NOUN bagga-hathi-2022 116 2 are be AUX bagga-hathi-2022 116 3 processed process VERB bagga-hathi-2022 116 4 through through ADP bagga-hathi-2022 116 5 booknlp booknlp PROPN bagga-hathi-2022 116 6 ( ( PUNCT bagga-hathi-2022 116 7 bamman bamman NOUN bagga-hathi-2022 116 8 , , PUNCT bagga-hathi-2022 116 9 underwood underwood PROPN bagga-hathi-2022 116 10 , , PUNCT bagga-hathi-2022 116 11 & & CCONJ bagga-hathi-2022 116 12 smith smith PROPN bagga-hathi-2022 116 13 , , PUNCT bagga-hathi-2022 116 14 2014 2014 NUM bagga-hathi-2022 116 15 ) ) PUNCT bagga-hathi-2022 116 16 for for ADP bagga-hathi-2022 116 17 word word NOUN bagga-hathi-2022 116 18 - - PUNCT bagga-hathi-2022 116 19 tokenization tokenization NOUN bagga-hathi-2022 116 20 and and CCONJ bagga-hathi-2022 116 21 sentence sentence NOUN bagga-hathi-2022 116 22 - - PUNCT bagga-hathi-2022 116 23 tokenization tokenization NOUN bagga-hathi-2022 116 24 . . PUNCT bagga-hathi-2022 117 1 2 2 X bagga-hathi-2022 117 2 . . X bagga-hathi-2022 117 3 be be AUX bagga-hathi-2022 117 4 in in ADP bagga-hathi-2022 117 5 english english PROPN bagga-hathi-2022 117 6 . . PUNCT bagga-hathi-2022 118 1 the the DET bagga-hathi-2022 118 2 english english PROPN bagga-hathi-2022 118 3 - - PUNCT bagga-hathi-2022 118 4 language language NOUN bagga-hathi-2022 118 5 check check NOUN bagga-hathi-2022 118 6 is be AUX bagga-hathi-2022 118 7 completed complete VERB bagga-hathi-2022 118 8 using use VERB bagga-hathi-2022 118 9 google google PROPN bagga-hathi-2022 118 10 ’s ’s PART bagga-hathi-2022 118 11 languagedetection languagedetection NOUN bagga-hathi-2022 118 12 library library NOUN bagga-hathi-2022 118 13 . . PUNCT bagga-hathi-2022 119 1 3 3 X bagga-hathi-2022 119 2 . . X bagga-hathi-2022 119 3 possess possess VERB bagga-hathi-2022 119 4 an an DET bagga-hathi-2022 119 5 ocr ocr ADJ bagga-hathi-2022 119 6 quality quality NOUN bagga-hathi-2022 119 7 of of ADP bagga-hathi-2022 119 8 80 80 NUM bagga-hathi-2022 119 9 % % NOUN bagga-hathi-2022 119 10 . . PUNCT bagga-hathi-2022 120 1 as as ADP bagga-hathi-2022 120 2 a a DET bagga-hathi-2022 120 3 proxy proxy NOUN bagga-hathi-2022 120 4 for for ADP bagga-hathi-2022 120 5 ocr ocr ADJ bagga-hathi-2022 120 6 quality quality NOUN bagga-hathi-2022 120 7 , , PUNCT bagga-hathi-2022 120 8 we we PRON bagga-hathi-2022 120 9 use use VERB bagga-hathi-2022 120 10 the the DET bagga-hathi-2022 120 11 percentage percentage NOUN bagga-hathi-2022 120 12 of of ADP bagga-hathi-2022 120 13 english english ADJ bagga-hathi-2022 120 14 words word NOUN bagga-hathi-2022 120 15 on on ADP bagga-hathi-2022 120 16 that that DET bagga-hathi-2022 120 17 page page NOUN bagga-hathi-2022 120 18 . . PUNCT bagga-hathi-2022 121 1 therefore therefore ADV bagga-hathi-2022 121 2 , , PUNCT bagga-hathi-2022 121 3 any any DET bagga-hathi-2022 121 4 page page NOUN bagga-hathi-2022 121 5 that that PRON bagga-hathi-2022 121 6 has have VERB bagga-hathi-2022 121 7 less less ADJ bagga-hathi-2022 121 8 than than ADP bagga-hathi-2022 121 9 80 80 NUM bagga-hathi-2022 121 10 % % NOUN bagga-hathi-2022 121 11 english english ADJ bagga-hathi-2022 121 12 words word NOUN bagga-hathi-2022 121 13 will will AUX bagga-hathi-2022 121 14 not not PART bagga-hathi-2022 121 15 be be AUX bagga-hathi-2022 121 16 included include VERB bagga-hathi-2022 121 17 in in ADP bagga-hathi-2022 121 18 the the DET bagga-hathi-2022 121 19 dataset dataset NOUN bagga-hathi-2022 121 20 . . PUNCT bagga-hathi-2022 122 1 the the DET bagga-hathi-2022 122 2 true true ADJ bagga-hathi-2022 122 3 set set NOUN bagga-hathi-2022 122 4 of of ADP bagga-hathi-2022 122 5 english english ADJ bagga-hathi-2022 122 6 words word NOUN bagga-hathi-2022 122 7 comes come VERB bagga-hathi-2022 122 8 from from ADP bagga-hathi-2022 122 9 our our PRON bagga-hathi-2022 122 10 lexicon lexicon NOUN bagga-hathi-2022 122 11 of of ADP bagga-hathi-2022 122 12 ~20,000 ~20,000 PUNCT bagga-hathi-2022 122 13 words word NOUN bagga-hathi-2022 122 14 drawn draw VERB bagga-hathi-2022 122 15 from from ADP bagga-hathi-2022 122 16 english english ADJ bagga-hathi-2022 122 17 - - PUNCT bagga-hathi-2022 122 18 language language NOUN bagga-hathi-2022 122 19 novels novel NOUN bagga-hathi-2022 122 20 published publish VERB bagga-hathi-2022 122 21 between between ADP bagga-hathi-2022 122 22 1800–2000 1800–2000 NUM bagga-hathi-2022 122 23 . . PUNCT bagga-hathi-2022 123 1 4 4 NUM bagga-hathi-2022 123 2 . . NUM bagga-hathi-2022 123 3 appear appear VERB bagga-hathi-2022 123 4 in in ADP bagga-hathi-2022 123 5 the the DET bagga-hathi-2022 123 6 middle middle ADJ bagga-hathi-2022 123 7 60 60 NUM bagga-hathi-2022 123 8 % % NOUN bagga-hathi-2022 123 9 of of ADP bagga-hathi-2022 123 10 the the DET bagga-hathi-2022 123 11 volume volume NOUN bagga-hathi-2022 123 12 to to PART bagga-hathi-2022 123 13 avoid avoid VERB bagga-hathi-2022 123 14 sampling sample VERB bagga-hathi-2022 123 15 paratext paratext NOUN bagga-hathi-2022 123 16 related relate VERB bagga-hathi-2022 123 17 to to ADP bagga-hathi-2022 123 18 introductory introductory ADJ bagga-hathi-2022 123 19 and and CCONJ bagga-hathi-2022 123 20 advertising advertising NOUN bagga-hathi-2022 123 21 material material NOUN bagga-hathi-2022 123 22 . . PUNCT bagga-hathi-2022 124 1 3 3 NUM bagga-hathi-2022 124 2 results result NOUN bagga-hathi-2022 124 3 3.1 3.1 NUM bagga-hathi-2022 124 4 dataset dataset NOUN bagga-hathi-2022 124 5 the the DET bagga-hathi-2022 124 6 execution execution NOUN bagga-hathi-2022 124 7 of of ADP bagga-hathi-2022 124 8 the the DET bagga-hathi-2022 124 9 pipeline pipeline NOUN bagga-hathi-2022 124 10 discussed discuss VERB bagga-hathi-2022 124 11 in in ADP bagga-hathi-2022 124 12 section section NOUN bagga-hathi-2022 124 13 2.3 2.3 NUM bagga-hathi-2022 124 14 produces produce VERB bagga-hathi-2022 124 15 a a DET bagga-hathi-2022 124 16 collection collection NOUN bagga-hathi-2022 124 17 of of ADP bagga-hathi-2022 124 18 765,920 765,920 NUM bagga-hathi-2022 124 19 fiction fiction NOUN bagga-hathi-2022 124 20 pages page NOUN bagga-hathi-2022 124 21 and and CCONJ bagga-hathi-2022 124 22 905,450 905,450 NUM bagga-hathi-2022 124 23 non non ADJ bagga-hathi-2022 124 24 - - ADJ bagga-hathi-2022 124 25 fiction fiction ADJ bagga-hathi-2022 124 26 pages page NOUN bagga-hathi-2022 124 27 published publish VERB bagga-hathi-2022 124 28 between between ADP bagga-hathi-2022 124 29 1800 1800 NUM bagga-hathi-2022 124 30 and and CCONJ bagga-hathi-2022 124 31 2000 2000 NUM bagga-hathi-2022 124 32 that that PRON bagga-hathi-2022 124 33 were be AUX bagga-hathi-2022 124 34 sampled sample VERB bagga-hathi-2022 124 35 from from ADP bagga-hathi-2022 124 36 153,184 153,184 NUM bagga-hathi-2022 124 37 and and CCONJ bagga-hathi-2022 124 38 181,090 181,090 NUM bagga-hathi-2022 124 39 volumes volume NOUN bagga-hathi-2022 124 40 respectively respectively ADV bagga-hathi-2022 124 41 . . PUNCT bagga-hathi-2022 125 1 figure figure NOUN bagga-hathi-2022 125 2 1 1 NUM bagga-hathi-2022 125 3 shows show VERB bagga-hathi-2022 125 4 the the DET bagga-hathi-2022 125 5 distribution distribution NOUN bagga-hathi-2022 125 6 of of ADP bagga-hathi-2022 125 7 those those DET bagga-hathi-2022 125 8 pages page NOUN bagga-hathi-2022 125 9 across across ADP bagga-hathi-2022 125 10 the the DET bagga-hathi-2022 125 11 two two NUM bagga-hathi-2022 125 12 centuries century NOUN bagga-hathi-2022 125 13 . . PUNCT bagga-hathi-2022 126 1 as as SCONJ bagga-hathi-2022 126 2 can can AUX bagga-hathi-2022 126 3 be be AUX bagga-hathi-2022 126 4 seen see VERB bagga-hathi-2022 126 5 , , PUNCT bagga-hathi-2022 126 6 we we PRON bagga-hathi-2022 126 7 are be AUX bagga-hathi-2022 126 8 not not PART bagga-hathi-2022 126 9 able able ADJ bagga-hathi-2022 126 10 to to PART bagga-hathi-2022 126 11 achieve achieve VERB bagga-hathi-2022 126 12 the the DET bagga-hathi-2022 126 13 5,000 5,000 NUM bagga-hathi-2022 126 14 page page NOUN bagga-hathi-2022 126 15 mark mark NOUN bagga-hathi-2022 126 16 for for ADP bagga-hathi-2022 126 17 fiction fiction NOUN bagga-hathi-2022 126 18 for for ADP bagga-hathi-2022 126 19 most most ADJ bagga-hathi-2022 126 20 of of ADP bagga-hathi-2022 126 21 the the DET bagga-hathi-2022 126 22 19th 19th ADJ bagga-hathi-2022 126 23 century century NOUN bagga-hathi-2022 126 24 . . PUNCT bagga-hathi-2022 127 1 this this PRON bagga-hathi-2022 127 2 is be AUX bagga-hathi-2022 127 3 because because SCONJ bagga-hathi-2022 127 4 the the DET bagga-hathi-2022 127 5 hathitrust hathitrust ADJ bagga-hathi-2022 127 6 digital digital ADJ bagga-hathi-2022 127 7 library library NOUN bagga-hathi-2022 127 8 did do AUX bagga-hathi-2022 127 9 not not PART bagga-hathi-2022 127 10 have have VERB bagga-hathi-2022 127 11 enough enough ADJ bagga-hathi-2022 127 12 volumes volume NOUN bagga-hathi-2022 127 13 from from ADP bagga-hathi-2022 127 14 the the DET bagga-hathi-2022 127 15 early early ADJ bagga-hathi-2022 127 16 19th 19th ADJ bagga-hathi-2022 127 17 century century NOUN bagga-hathi-2022 127 18 that that PRON bagga-hathi-2022 127 19 were be AUX bagga-hathi-2022 127 20 classified classify VERB bagga-hathi-2022 127 21 as as ADP bagga-hathi-2022 127 22 fiction fiction NOUN bagga-hathi-2022 127 23 by by ADP bagga-hathi-2022 127 24 our our PRON bagga-hathi-2022 127 25 learning learning NOUN bagga-hathi-2022 127 26 model model NOUN bagga-hathi-2022 127 27 . . PUNCT bagga-hathi-2022 128 1 another another DET bagga-hathi-2022 128 2 smaller small ADJ bagga-hathi-2022 128 3 contributing contribute VERB bagga-hathi-2022 128 4 factor factor NOUN bagga-hathi-2022 128 5 to to ADP bagga-hathi-2022 128 6 this this DET bagga-hathi-2022 128 7 deficit deficit NOUN bagga-hathi-2022 128 8 is be AUX bagga-hathi-2022 128 9 the the DET bagga-hathi-2022 128 10 fact fact NOUN bagga-hathi-2022 128 11 that that SCONJ bagga-hathi-2022 128 12 there there PRON bagga-hathi-2022 128 13 are be VERB bagga-hathi-2022 128 14 many many ADJ bagga-hathi-2022 128 15 volumes volume NOUN bagga-hathi-2022 128 16 in in ADP bagga-hathi-2022 128 17 the the DET bagga-hathi-2022 128 18 hathitrust hathitrust ADJ bagga-hathi-2022 128 19 collection collection NOUN bagga-hathi-2022 128 20 for for ADP bagga-hathi-2022 128 21 which which PRON bagga-hathi-2022 128 22 the the DET bagga-hathi-2022 128 23 publication publication NOUN bagga-hathi-2022 128 24 date date NOUN bagga-hathi-2022 128 25 is be AUX bagga-hathi-2022 128 26 not not PART bagga-hathi-2022 128 27 available available ADJ bagga-hathi-2022 128 28 . . PUNCT bagga-hathi-2022 129 1 this this PRON bagga-hathi-2022 129 2 leads lead VERB bagga-hathi-2022 129 3 to to ADP bagga-hathi-2022 129 4 the the DET bagga-hathi-2022 129 5 imbalance imbalance NOUN bagga-hathi-2022 129 6 in in ADP bagga-hathi-2022 129 7 the the DET bagga-hathi-2022 129 8 number number NOUN bagga-hathi-2022 129 9 of of ADP bagga-hathi-2022 129 10 pages page NOUN bagga-hathi-2022 129 11 in in ADP bagga-hathi-2022 129 12 each each PRON bagga-hathi-2022 129 13 of of ADP bagga-hathi-2022 129 14 the the DET bagga-hathi-2022 129 15 collections collection NOUN bagga-hathi-2022 129 16 . . PUNCT bagga-hathi-2022 130 1 table table NOUN bagga-hathi-2022 130 2 1 1 NUM bagga-hathi-2022 130 3 the the DET bagga-hathi-2022 130 4 optimal optimal ADJ bagga-hathi-2022 130 5 featurespace featurespace NOUN bagga-hathi-2022 130 6 and and CCONJ bagga-hathi-2022 130 7 hyperparameters hyperparameter NOUN bagga-hathi-2022 130 8 obtained obtain VERB bagga-hathi-2022 130 9 using use VERB bagga-hathi-2022 130 10 10 10 NUM bagga-hathi-2022 130 11 - - ADJ bagga-hathi-2022 130 12 fold fold ADJ bagga-hathi-2022 130 13 cross cross NOUN bagga-hathi-2022 130 14 - - NOUN bagga-hathi-2022 130 15 validation validation NOUN bagga-hathi-2022 130 16 for for ADP bagga-hathi-2022 130 17 our our PRON bagga-hathi-2022 130 18 svm svm PROPN bagga-hathi-2022 130 19 classifier classifier PROPN bagga-hathi-2022 130 20 . . PUNCT bagga-hathi-2022 131 1 6bagga 6bagga PROPN bagga-hathi-2022 131 2 and and CCONJ bagga-hathi-2022 131 3 piper piper NOUN bagga-hathi-2022 131 4 journal journal NOUN bagga-hathi-2022 131 5 of of ADP bagga-hathi-2022 131 6 open open ADJ bagga-hathi-2022 131 7 humanities humanity NOUN bagga-hathi-2022 131 8 data datum NOUN bagga-hathi-2022 131 9 doi doi PROPN bagga-hathi-2022 131 10 : : PUNCT bagga-hathi-2022 131 11 10.5334 10.5334 NUM bagga-hathi-2022 131 12 / / SYM bagga-hathi-2022 131 13 johd.71 johd.71 PROPN bagga-hathi-2022 131 14 htid htid PROPN bagga-hathi-2022 131 15 year year PROPN bagga-hathi-2022 131 16 title title NOUN bagga-hathi-2022 131 17 author author NOUN bagga-hathi-2022 131 18 page page NOUN bagga-hathi-2022 131 19 numbers number NOUN bagga-hathi-2022 131 20 nyp.33433090062153 nyp.33433090062153 PROPN bagga-hathi-2022 131 21 1947 1947 NUM bagga-hathi-2022 131 22 rebel rebel PROPN bagga-hathi-2022 131 23 halfback halfback PROPN bagga-hathi-2022 131 24 archibald archibald PROPN bagga-hathi-2022 131 25 , , PUNCT bagga-hathi-2022 131 26 joe joe PROPN bagga-hathi-2022 131 27 , , PUNCT bagga-hathi-2022 131 28 1898 1898 NUM bagga-hathi-2022 132 1 [ [ PUNCT bagga-hathi-2022 132 2 50 50 NUM bagga-hathi-2022 132 3 , , PUNCT bagga-hathi-2022 132 4 91 91 NUM bagga-hathi-2022 132 5 , , PUNCT bagga-hathi-2022 132 6 96 96 NUM bagga-hathi-2022 132 7 , , PUNCT bagga-hathi-2022 132 8 155 155 NUM bagga-hathi-2022 132 9 , , PUNCT bagga-hathi-2022 132 10 159 159 NUM bagga-hathi-2022 132 11 ] ] PUNCT bagga-hathi-2022 133 1 emu.010002632416 emu.010002632416 ADJ bagga-hathi-2022 133 2 1852 1852 NUM bagga-hathi-2022 133 3 the the DET bagga-hathi-2022 133 4 soldier soldier NOUN bagga-hathi-2022 133 5 of of ADP bagga-hathi-2022 133 6 fortune fortune PROPN bagga-hathi-2022 133 7 curling curling NOUN bagga-hathi-2022 133 8 , , PUNCT bagga-hathi-2022 133 9 henry henry PROPN bagga-hathi-2022 133 10 , , PUNCT bagga-hathi-2022 133 11 1803–1864 1803–1864 NUM bagga-hathi-2022 133 12 . . PUNCT bagga-hathi-2022 134 1 [ [ X bagga-hathi-2022 134 2 159 159 NUM bagga-hathi-2022 134 3 , , PUNCT bagga-hathi-2022 134 4 91 91 NUM bagga-hathi-2022 134 5 , , PUNCT bagga-hathi-2022 134 6 204 204 NUM bagga-hathi-2022 134 7 , , PUNCT bagga-hathi-2022 134 8 155 155 NUM bagga-hathi-2022 134 9 , , PUNCT bagga-hathi-2022 134 10 166 166 NUM bagga-hathi-2022 134 11 ] ] PUNCT bagga-hathi-2022 134 12 emu.010002426066 emu.010002426066 PROPN bagga-hathi-2022 134 13 1886 1886 NUM bagga-hathi-2022 134 14 virginia virginia PROPN bagga-hathi-2022 134 15 the the DET bagga-hathi-2022 134 16 american american PROPN bagga-hathi-2022 134 17 edwardes edwardes PROPN bagga-hathi-2022 134 18 , , PUNCT bagga-hathi-2022 134 19 charles charle NOUN bagga-hathi-2022 134 20 . . PUNCT bagga-hathi-2022 135 1 [ [ X bagga-hathi-2022 135 2 159 159 NUM bagga-hathi-2022 135 3 , , PUNCT bagga-hathi-2022 135 4 204 204 NUM bagga-hathi-2022 135 5 , , PUNCT bagga-hathi-2022 135 6 250 250 NUM bagga-hathi-2022 135 7 , , PUNCT bagga-hathi-2022 135 8 166 166 NUM bagga-hathi-2022 135 9 , , PUNCT bagga-hathi-2022 135 10 155 155 NUM bagga-hathi-2022 135 11 ] ] PUNCT bagga-hathi-2022 135 12 emu.010002588974 emu.010002588974 NUM bagga-hathi-2022 135 13 1895 1895 NUM bagga-hathi-2022 135 14 moths moth NOUN bagga-hathi-2022 135 15 / / SYM bagga-hathi-2022 135 16 by by ADP bagga-hathi-2022 135 17 ouida ouida PROPN bagga-hathi-2022 135 18 ouida ouida PROPN bagga-hathi-2022 135 19 , , PUNCT bagga-hathi-2022 135 20 1839–1908 1839–1908 NUM bagga-hathi-2022 135 21 . . PUNCT bagga-hathi-2022 136 1 [ [ X bagga-hathi-2022 136 2 166 166 NUM bagga-hathi-2022 136 3 , , PUNCT bagga-hathi-2022 136 4 155 155 NUM bagga-hathi-2022 136 5 , , PUNCT bagga-hathi-2022 136 6 250 250 NUM bagga-hathi-2022 136 7 , , PUNCT bagga-hathi-2022 136 8 204 204 NUM bagga-hathi-2022 136 9 , , PUNCT bagga-hathi-2022 136 10 159 159 NUM bagga-hathi-2022 136 11 ] ] PUNCT bagga-hathi-2022 136 12 we we PRON bagga-hathi-2022 136 13 make make VERB bagga-hathi-2022 136 14 publicly publicly ADV bagga-hathi-2022 136 15 available available ADJ bagga-hathi-2022 136 16 the the DET bagga-hathi-2022 136 17 metadata metadata NOUN bagga-hathi-2022 136 18 and and CCONJ bagga-hathi-2022 136 19 enriched enrich VERB bagga-hathi-2022 136 20 features feature NOUN bagga-hathi-2022 136 21 for for ADP bagga-hathi-2022 136 22 both both PRON bagga-hathi-2022 136 23 of of ADP bagga-hathi-2022 136 24 our our PRON bagga-hathi-2022 136 25 collections collection NOUN bagga-hathi-2022 136 26 . . PUNCT bagga-hathi-2022 137 1 since since SCONJ bagga-hathi-2022 137 2 most most ADJ bagga-hathi-2022 137 3 of of ADP bagga-hathi-2022 137 4 the the DET bagga-hathi-2022 137 5 dataset dataset NOUN bagga-hathi-2022 137 6 is be AUX bagga-hathi-2022 137 7 protected protect VERB bagga-hathi-2022 137 8 by by ADP bagga-hathi-2022 137 9 copyright copyright NOUN bagga-hathi-2022 137 10 , , PUNCT bagga-hathi-2022 137 11 we we PRON bagga-hathi-2022 137 12 are be AUX bagga-hathi-2022 137 13 not not PART bagga-hathi-2022 137 14 able able ADJ bagga-hathi-2022 137 15 to to PART bagga-hathi-2022 137 16 release release VERB bagga-hathi-2022 137 17 the the DET bagga-hathi-2022 137 18 full full ADJ bagga-hathi-2022 137 19 text text NOUN bagga-hathi-2022 137 20 of of ADP bagga-hathi-2022 137 21 pages page NOUN bagga-hathi-2022 137 22 . . PUNCT bagga-hathi-2022 138 1 metadata metadata PROPN bagga-hathi-2022 138 2 contains contain VERB bagga-hathi-2022 138 3 the the DET bagga-hathi-2022 138 4 following follow VERB bagga-hathi-2022 138 5 fields field NOUN bagga-hathi-2022 138 6 , , PUNCT bagga-hathi-2022 138 7 for for ADP bagga-hathi-2022 138 8 which which PRON bagga-hathi-2022 138 9 we we PRON bagga-hathi-2022 138 10 provide provide VERB bagga-hathi-2022 138 11 a a DET bagga-hathi-2022 138 12 small small ADJ bagga-hathi-2022 138 13 sample sample NOUN bagga-hathi-2022 138 14 in in ADP bagga-hathi-2022 138 15 table table NOUN bagga-hathi-2022 138 16 2 2 NUM bagga-hathi-2022 138 17 : : PUNCT bagga-hathi-2022 138 18 • • X bagga-hathi-2022 138 19 volume volume NOUN bagga-hathi-2022 138 20 identifier identifier VERB bagga-hathi-2022 138 21 : : PUNCT bagga-hathi-2022 138 22 this this PRON bagga-hathi-2022 138 23 is be AUX bagga-hathi-2022 138 24 a a DET bagga-hathi-2022 138 25 permanent permanent ADJ bagga-hathi-2022 138 26 and and CCONJ bagga-hathi-2022 138 27 unique unique ADJ bagga-hathi-2022 138 28 hathitrust hathitrust ADJ bagga-hathi-2022 138 29 item item NOUN bagga-hathi-2022 138 30 identifier identifier NOUN bagga-hathi-2022 138 31 , , PUNCT bagga-hathi-2022 138 32 referred refer VERB bagga-hathi-2022 138 33 to to ADP bagga-hathi-2022 138 34 as as ADP bagga-hathi-2022 138 35 htid htid NOUN bagga-hathi-2022 138 36 in in ADP bagga-hathi-2022 138 37 the the DET bagga-hathi-2022 138 38 dataset dataset NOUN bagga-hathi-2022 138 39 . . PUNCT bagga-hathi-2022 139 1 • • X bagga-hathi-2022 139 2 title title NOUN bagga-hathi-2022 139 3 : : PUNCT bagga-hathi-2022 139 4 this this PRON bagga-hathi-2022 139 5 refers refer VERB bagga-hathi-2022 139 6 to to ADP bagga-hathi-2022 139 7 the the DET bagga-hathi-2022 139 8 title title NOUN bagga-hathi-2022 139 9 of of ADP bagga-hathi-2022 139 10 the the DET bagga-hathi-2022 139 11 work work NOUN bagga-hathi-2022 139 12 , , PUNCT bagga-hathi-2022 139 13 which which PRON bagga-hathi-2022 139 14 in in ADP bagga-hathi-2022 139 15 some some DET bagga-hathi-2022 139 16 cases case NOUN bagga-hathi-2022 139 17 may may AUX bagga-hathi-2022 139 18 also also ADV bagga-hathi-2022 139 19 include include VERB bagga-hathi-2022 139 20 an an DET bagga-hathi-2022 139 21 author author NOUN bagga-hathi-2022 139 22 . . PUNCT bagga-hathi-2022 140 1 • • X bagga-hathi-2022 140 2 author author NOUN bagga-hathi-2022 140 3 : : PUNCT bagga-hathi-2022 140 4 this this PRON bagga-hathi-2022 140 5 refers refer VERB bagga-hathi-2022 140 6 to to ADP bagga-hathi-2022 140 7 the the DET bagga-hathi-2022 140 8 name name NOUN bagga-hathi-2022 140 9 of of ADP bagga-hathi-2022 140 10 the the DET bagga-hathi-2022 140 11 person person NOUN bagga-hathi-2022 140 12 , , PUNCT bagga-hathi-2022 140 13 company company NOUN bagga-hathi-2022 140 14 or or CCONJ bagga-hathi-2022 140 15 meeting meeting NOUN bagga-hathi-2022 140 16 that that PRON bagga-hathi-2022 140 17 created create VERB bagga-hathi-2022 140 18 the the DET bagga-hathi-2022 140 19 work work NOUN bagga-hathi-2022 140 20 . . PUNCT bagga-hathi-2022 141 1 • • X bagga-hathi-2022 141 2 year year NOUN bagga-hathi-2022 141 3 : : PUNCT bagga-hathi-2022 141 4 this this PRON bagga-hathi-2022 141 5 is be AUX bagga-hathi-2022 141 6 the the DET bagga-hathi-2022 141 7 derived derive VERB bagga-hathi-2022 141 8 publication publication NOUN bagga-hathi-2022 141 9 date date NOUN bagga-hathi-2022 141 10 of of ADP bagga-hathi-2022 141 11 the the DET bagga-hathi-2022 141 12 item item NOUN bagga-hathi-2022 141 13 in in ADP bagga-hathi-2022 141 14 the the DET bagga-hathi-2022 141 15 hathifiles hathifile NOUN bagga-hathi-2022 141 16 . . PUNCT bagga-hathi-2022 142 1 • • X bagga-hathi-2022 142 2 page page NOUN bagga-hathi-2022 142 3 numbers number NOUN bagga-hathi-2022 142 4 : : PUNCT bagga-hathi-2022 142 5 this this PRON bagga-hathi-2022 142 6 is be AUX bagga-hathi-2022 142 7 a a DET bagga-hathi-2022 142 8 list list NOUN bagga-hathi-2022 142 9 of of ADP bagga-hathi-2022 142 10 five five NUM bagga-hathi-2022 142 11 page page NOUN bagga-hathi-2022 142 12 numbers number NOUN bagga-hathi-2022 142 13 per per ADP bagga-hathi-2022 142 14 volume volume NOUN bagga-hathi-2022 142 15 that that PRON bagga-hathi-2022 142 16 meet meet VERB bagga-hathi-2022 142 17 our our PRON bagga-hathi-2022 142 18 quality quality NOUN bagga-hathi-2022 142 19 constraints constraint NOUN bagga-hathi-2022 142 20 . . PUNCT bagga-hathi-2022 143 1 3.2 3.2 NUM bagga-hathi-2022 143 2 enriched enrich VERB bagga-hathi-2022 143 3 features feature NOUN bagga-hathi-2022 143 4 in in ADP bagga-hathi-2022 143 5 order order NOUN bagga-hathi-2022 143 6 to to PART bagga-hathi-2022 143 7 provide provide VERB bagga-hathi-2022 143 8 researchers researcher NOUN bagga-hathi-2022 143 9 with with ADP bagga-hathi-2022 143 10 deeper deep ADJ bagga-hathi-2022 143 11 knowledge knowledge NOUN bagga-hathi-2022 143 12 about about ADP bagga-hathi-2022 143 13 the the DET bagga-hathi-2022 143 14 dataset dataset NOUN bagga-hathi-2022 143 15 and and CCONJ bagga-hathi-2022 143 16 potentially potentially ADV bagga-hathi-2022 143 17 applicable applicable ADJ bagga-hathi-2022 143 18 stylistic stylistic ADJ bagga-hathi-2022 143 19 features feature NOUN bagga-hathi-2022 143 20 for for ADP bagga-hathi-2022 143 21 historical historical ADJ bagga-hathi-2022 143 22 study study NOUN bagga-hathi-2022 143 23 , , PUNCT bagga-hathi-2022 143 24 we we PRON bagga-hathi-2022 143 25 compute compute VERB bagga-hathi-2022 143 26 and and CCONJ bagga-hathi-2022 143 27 make make VERB bagga-hathi-2022 143 28 publicly publicly ADV bagga-hathi-2022 143 29 available available ADJ bagga-hathi-2022 143 30 a a DET bagga-hathi-2022 143 31 set set NOUN bagga-hathi-2022 143 32 of of ADP bagga-hathi-2022 143 33 enriched enrich VERB bagga-hathi-2022 143 34 features feature NOUN bagga-hathi-2022 143 35 for for ADP bagga-hathi-2022 143 36 both both DET bagga-hathi-2022 143 37 collections collection NOUN bagga-hathi-2022 143 38 . . PUNCT bagga-hathi-2022 144 1 before before ADP bagga-hathi-2022 144 2 processing process VERB bagga-hathi-2022 144 3 our our PRON bagga-hathi-2022 144 4 enriched enrich VERB bagga-hathi-2022 144 5 features feature NOUN bagga-hathi-2022 144 6 , , PUNCT bagga-hathi-2022 144 7 we we PRON bagga-hathi-2022 144 8 engage engage VERB bagga-hathi-2022 144 9 in in ADP bagga-hathi-2022 144 10 the the DET bagga-hathi-2022 144 11 following follow VERB bagga-hathi-2022 144 12 preparatory preparatory ADJ bagga-hathi-2022 144 13 steps step NOUN bagga-hathi-2022 144 14 to to PART bagga-hathi-2022 144 15 remove remove VERB bagga-hathi-2022 144 16 “ " PUNCT bagga-hathi-2022 144 17 paratext paratext NOUN bagga-hathi-2022 144 18 ” " PUNCT bagga-hathi-2022 144 19 common common ADJ bagga-hathi-2022 144 20 to to ADP bagga-hathi-2022 144 21 digitized digitized ADJ bagga-hathi-2022 144 22 printed print VERB bagga-hathi-2022 144 23 objects object NOUN bagga-hathi-2022 144 24 . . PUNCT bagga-hathi-2022 145 1 this this PRON bagga-hathi-2022 145 2 includes include VERB bagga-hathi-2022 145 3 the the DET bagga-hathi-2022 145 4 removal removal NOUN bagga-hathi-2022 145 5 of of ADP bagga-hathi-2022 145 6 running running NOUN bagga-hathi-2022 145 7 headers header NOUN bagga-hathi-2022 145 8 , , PUNCT bagga-hathi-2022 145 9 chapter chapter NOUN bagga-hathi-2022 145 10 headings heading NOUN bagga-hathi-2022 145 11 , , PUNCT bagga-hathi-2022 145 12 footers footer NOUN bagga-hathi-2022 145 13 , , PUNCT bagga-hathi-2022 145 14 empty empty ADJ bagga-hathi-2022 145 15 lines line NOUN bagga-hathi-2022 145 16 and and CCONJ bagga-hathi-2022 145 17 other other ADJ bagga-hathi-2022 145 18 ocr ocr ADJ bagga-hathi-2022 145 19 - - PUNCT bagga-hathi-2022 145 20 related relate VERB bagga-hathi-2022 145 21 noise noise NOUN bagga-hathi-2022 145 22 . . PUNCT bagga-hathi-2022 146 1 this this PRON bagga-hathi-2022 146 2 is be AUX bagga-hathi-2022 146 3 achieved achieve VERB bagga-hathi-2022 146 4 by by ADP bagga-hathi-2022 146 5 processing process VERB bagga-hathi-2022 146 6 each each DET bagga-hathi-2022 146 7 page page NOUN bagga-hathi-2022 146 8 line line NOUN bagga-hathi-2022 146 9 by by ADP bagga-hathi-2022 146 10 line line NOUN bagga-hathi-2022 146 11 and and CCONJ bagga-hathi-2022 146 12 applying apply VERB bagga-hathi-2022 146 13 a a DET bagga-hathi-2022 146 14 set set NOUN bagga-hathi-2022 146 15 of of ADP bagga-hathi-2022 146 16 hand hand NOUN bagga-hathi-2022 146 17 - - PUNCT bagga-hathi-2022 146 18 crafted craft VERB bagga-hathi-2022 146 19 rules rule NOUN bagga-hathi-2022 146 20 to to PART bagga-hathi-2022 146 21 remove remove VERB bagga-hathi-2022 146 22 unwanted unwanted ADJ bagga-hathi-2022 146 23 text text NOUN bagga-hathi-2022 146 24 . . PUNCT bagga-hathi-2022 147 1 after after ADP bagga-hathi-2022 147 2 removal removal NOUN bagga-hathi-2022 147 3 of of ADP bagga-hathi-2022 147 4 paratext paratext NOUN bagga-hathi-2022 147 5 , , PUNCT bagga-hathi-2022 147 6 we we PRON bagga-hathi-2022 147 7 compute compute VERB bagga-hathi-2022 147 8 the the DET bagga-hathi-2022 147 9 following follow VERB bagga-hathi-2022 147 10 features feature NOUN bagga-hathi-2022 147 11 for for ADP bagga-hathi-2022 147 12 each each DET bagga-hathi-2022 147 13 page page NOUN bagga-hathi-2022 147 14 in in ADP bagga-hathi-2022 147 15 our our PRON bagga-hathi-2022 147 16 dataset dataset NOUN bagga-hathi-2022 147 17 : : PUNCT bagga-hathi-2022 147 18 1 1 X bagga-hathi-2022 147 19 . . X bagga-hathi-2022 148 1 totallines totalline NOUN bagga-hathi-2022 148 2 : : PUNCT bagga-hathi-2022 148 3 the the DET bagga-hathi-2022 148 4 number number NOUN bagga-hathi-2022 148 5 of of ADP bagga-hathi-2022 148 6 text text NOUN bagga-hathi-2022 148 7 lines line NOUN bagga-hathi-2022 148 8 per per ADP bagga-hathi-2022 148 9 page page NOUN bagga-hathi-2022 148 10 . . PUNCT bagga-hathi-2022 149 1 2 2 X bagga-hathi-2022 149 2 . . X bagga-hathi-2022 149 3 totalwords totalword NOUN bagga-hathi-2022 149 4 : : PUNCT bagga-hathi-2022 149 5 the the DET bagga-hathi-2022 149 6 number number NOUN bagga-hathi-2022 149 7 of of ADP bagga-hathi-2022 149 8 words word NOUN bagga-hathi-2022 149 9 ( ( PUNCT bagga-hathi-2022 149 10 lexemes lexeme NOUN bagga-hathi-2022 149 11 ) ) PUNCT bagga-hathi-2022 149 12 per per ADP bagga-hathi-2022 149 13 page page NOUN bagga-hathi-2022 149 14 . . PUNCT bagga-hathi-2022 150 1 this this PRON bagga-hathi-2022 150 2 does do AUX bagga-hathi-2022 150 3 not not PART bagga-hathi-2022 150 4 include include VERB bagga-hathi-2022 150 5 punctuation punctuation NOUN bagga-hathi-2022 150 6 . . PUNCT bagga-hathi-2022 151 1 table table NOUN bagga-hathi-2022 151 2 2 2 NUM bagga-hathi-2022 151 3 a a DET bagga-hathi-2022 151 4 preview preview NOUN bagga-hathi-2022 151 5 of of ADP bagga-hathi-2022 151 6 the the DET bagga-hathi-2022 151 7 columns column NOUN bagga-hathi-2022 151 8 and and CCONJ bagga-hathi-2022 151 9 rows row NOUN bagga-hathi-2022 151 10 in in ADP bagga-hathi-2022 151 11 the the DET bagga-hathi-2022 151 12 metadata metadata NOUN bagga-hathi-2022 151 13 table table NOUN bagga-hathi-2022 151 14 released release VERB bagga-hathi-2022 151 15 for for ADP bagga-hathi-2022 151 16 hathi hathi NOUN bagga-hathi-2022 151 17 - - PUNCT bagga-hathi-2022 151 18 fiction fiction NOUN bagga-hathi-2022 151 19 . . PUNCT bagga-hathi-2022 152 1 figure figure NOUN bagga-hathi-2022 152 2 1 1 NUM bagga-hathi-2022 152 3 the the DET bagga-hathi-2022 152 4 distribution distribution NOUN bagga-hathi-2022 152 5 of of ADP bagga-hathi-2022 152 6 the the DET bagga-hathi-2022 152 7 number number NOUN bagga-hathi-2022 152 8 of of ADP bagga-hathi-2022 152 9 fiction fiction NOUN bagga-hathi-2022 152 10 and and CCONJ bagga-hathi-2022 152 11 nonfiction nonfiction NOUN bagga-hathi-2022 152 12 pages page NOUN bagga-hathi-2022 152 13 across across ADP bagga-hathi-2022 152 14 the the DET bagga-hathi-2022 152 15 two two NUM bagga-hathi-2022 152 16 hundred hundred NUM bagga-hathi-2022 152 17 years year NOUN bagga-hathi-2022 152 18 of of ADP bagga-hathi-2022 152 19 our our PRON bagga-hathi-2022 152 20 dataset dataset NOUN bagga-hathi-2022 152 21 . . PUNCT bagga-hathi-2022 152 22 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 153 1 7bagga 7bagga NUM bagga-hathi-2022 153 2 and and CCONJ bagga-hathi-2022 153 3 piper piper NOUN bagga-hathi-2022 153 4 journal journal NOUN bagga-hathi-2022 153 5 of of ADP bagga-hathi-2022 153 6 open open ADJ bagga-hathi-2022 153 7 humanities humanity NOUN bagga-hathi-2022 153 8 data datum NOUN bagga-hathi-2022 153 9 doi doi PROPN bagga-hathi-2022 153 10 : : PUNCT bagga-hathi-2022 153 11 10.5334 10.5334 NUM bagga-hathi-2022 153 12 / / SYM bagga-hathi-2022 153 13 johd.71 johd.71 X bagga-hathi-2022 153 14 3 3 NUM bagga-hathi-2022 153 15 . . PUNCT bagga-hathi-2022 154 1 totaltokens totaltoken NOUN bagga-hathi-2022 154 2 : : PUNCT bagga-hathi-2022 154 3 the the DET bagga-hathi-2022 154 4 number number NOUN bagga-hathi-2022 154 5 of of ADP bagga-hathi-2022 154 6 total total ADJ bagga-hathi-2022 154 7 tokens token NOUN bagga-hathi-2022 154 8 ( ( PUNCT bagga-hathi-2022 154 9 including include VERB bagga-hathi-2022 154 10 punctuation punctuation NOUN bagga-hathi-2022 154 11 ) ) PUNCT bagga-hathi-2022 154 12 per per ADP bagga-hathi-2022 154 13 page page NOUN bagga-hathi-2022 154 14 . . PUNCT bagga-hathi-2022 155 1 4 4 X bagga-hathi-2022 155 2 . . X bagga-hathi-2022 155 3 avgsentlen avgsentlen VERB bagga-hathi-2022 155 4 : : PUNCT bagga-hathi-2022 155 5 average average ADJ bagga-hathi-2022 155 6 sentence sentence NOUN bagga-hathi-2022 155 7 length length NOUN bagga-hathi-2022 155 8 is be AUX bagga-hathi-2022 155 9 defined define VERB bagga-hathi-2022 155 10 as as ADP bagga-hathi-2022 155 11 the the DET bagga-hathi-2022 155 12 ratio ratio NOUN bagga-hathi-2022 155 13 of of ADP bagga-hathi-2022 155 14 the the DET bagga-hathi-2022 155 15 total total ADJ bagga-hathi-2022 155 16 number number NOUN bagga-hathi-2022 155 17 of of ADP bagga-hathi-2022 155 18 words word NOUN bagga-hathi-2022 155 19 to to ADP bagga-hathi-2022 155 20 the the DET bagga-hathi-2022 155 21 total total ADJ bagga-hathi-2022 155 22 number number NOUN bagga-hathi-2022 155 23 of of ADP bagga-hathi-2022 155 24 sentences sentence NOUN bagga-hathi-2022 155 25 per per ADP bagga-hathi-2022 155 26 page page NOUN bagga-hathi-2022 155 27 . . PUNCT bagga-hathi-2022 156 1 5 5 X bagga-hathi-2022 156 2 . . PUNCT bagga-hathi-2022 157 1 pctdialog pctdialog NOUN bagga-hathi-2022 157 2 : : PUNCT bagga-hathi-2022 157 3 percent percent NOUN bagga-hathi-2022 157 4 dialogue dialogue NOUN bagga-hathi-2022 157 5 on on ADP bagga-hathi-2022 157 6 the the DET bagga-hathi-2022 157 7 page page NOUN bagga-hathi-2022 157 8 is be AUX bagga-hathi-2022 157 9 computed compute VERB bagga-hathi-2022 157 10 as as ADP bagga-hathi-2022 157 11 the the DET bagga-hathi-2022 157 12 ratio ratio NOUN bagga-hathi-2022 157 13 of of ADP bagga-hathi-2022 157 14 the the DET bagga-hathi-2022 157 15 number number NOUN bagga-hathi-2022 157 16 of of ADP bagga-hathi-2022 157 17 words word NOUN bagga-hathi-2022 157 18 in in ADP bagga-hathi-2022 157 19 quotes quote NOUN bagga-hathi-2022 157 20 to to ADP bagga-hathi-2022 157 21 the the DET bagga-hathi-2022 157 22 total total ADJ bagga-hathi-2022 157 23 number number NOUN bagga-hathi-2022 157 24 of of ADP bagga-hathi-2022 157 25 words word NOUN bagga-hathi-2022 157 26 on on ADP bagga-hathi-2022 157 27 the the DET bagga-hathi-2022 157 28 page page NOUN bagga-hathi-2022 157 29 . . PUNCT bagga-hathi-2022 158 1 the the DET bagga-hathi-2022 158 2 quotation quotation NOUN bagga-hathi-2022 158 3 label label NOUN bagga-hathi-2022 158 4 of of ADP bagga-hathi-2022 158 5 booknlp booknlp PROPN bagga-hathi-2022 158 6 is be AUX bagga-hathi-2022 158 7 used use VERB bagga-hathi-2022 158 8 to to PART bagga-hathi-2022 158 9 determine determine VERB bagga-hathi-2022 158 10 whether whether SCONJ bagga-hathi-2022 158 11 a a DET bagga-hathi-2022 158 12 given give VERB bagga-hathi-2022 158 13 word word NOUN bagga-hathi-2022 158 14 is be AUX bagga-hathi-2022 158 15 inside inside ADJ bagga-hathi-2022 158 16 quotation quotation NOUN bagga-hathi-2022 158 17 marks mark NOUN bagga-hathi-2022 158 18 or or CCONJ bagga-hathi-2022 158 19 not not PART bagga-hathi-2022 158 20 . . PUNCT bagga-hathi-2022 159 1 6 6 X bagga-hathi-2022 159 2 . . PUNCT bagga-hathi-2022 159 3 tuldava tuldava NOUN bagga-hathi-2022 159 4 : : PUNCT bagga-hathi-2022 159 5 this this PRON bagga-hathi-2022 159 6 is be AUX bagga-hathi-2022 159 7 a a DET bagga-hathi-2022 159 8 common common ADJ bagga-hathi-2022 159 9 measure measure NOUN bagga-hathi-2022 159 10 of of ADP bagga-hathi-2022 159 11 readability readability NOUN bagga-hathi-2022 159 12 that that PRON bagga-hathi-2022 159 13 corrects correct VERB bagga-hathi-2022 159 14 for for ADP bagga-hathi-2022 159 15 extreme extreme ADJ bagga-hathi-2022 159 16 scores score NOUN bagga-hathi-2022 159 17 that that PRON bagga-hathi-2022 159 18 can can AUX bagga-hathi-2022 159 19 result result VERB bagga-hathi-2022 159 20 from from ADP bagga-hathi-2022 159 21 metrics metric NOUN bagga-hathi-2022 159 22 such such ADJ bagga-hathi-2022 159 23 as as ADP bagga-hathi-2022 159 24 flesch flesch PROPN bagga-hathi-2022 159 25 ’s ’s PART bagga-hathi-2022 159 26 reading read VERB bagga-hathi-2022 159 27 ease ease NOUN bagga-hathi-2022 159 28 and and CCONJ bagga-hathi-2022 159 29 is be AUX bagga-hathi-2022 159 30 more more ADV bagga-hathi-2022 159 31 comparable comparable ADJ bagga-hathi-2022 159 32 across across ADP bagga-hathi-2022 159 33 languages language NOUN bagga-hathi-2022 159 34 . . PUNCT bagga-hathi-2022 160 1 it it PRON bagga-hathi-2022 160 2 is be AUX bagga-hathi-2022 160 3 computed compute VERB bagga-hathi-2022 160 4 using use VERB bagga-hathi-2022 160 5 : : PUNCT bagga-hathi-2022 160 6 # # PROPN bagga-hathi-2022 160 7 syllables#w syllables#w PROPN bagga-hathi-2022 160 8 ords ord NOUN bagga-hathi-2022 160 9 log log VERB bagga-hathi-2022 160 10 # # SYM bagga-hathi-2022 160 11 w w PROPN bagga-hathi-2022 160 12 ords ord NOUN bagga-hathi-2022 160 13 # # SYM bagga-hathi-2022 160 14 sentences sentence NOUN bagga-hathi-2022 160 15 7 7 NUM bagga-hathi-2022 160 16 . . PUNCT bagga-hathi-2022 161 1 sentiment sentiment NOUN bagga-hathi-2022 161 2 : : PUNCT bagga-hathi-2022 161 3 we we PRON bagga-hathi-2022 161 4 calculate calculate VERB bagga-hathi-2022 161 5 the the DET bagga-hathi-2022 161 6 sentiment sentiment NOUN bagga-hathi-2022 161 7 score score NOUN bagga-hathi-2022 161 8 of of ADP bagga-hathi-2022 161 9 each each DET bagga-hathi-2022 161 10 page page NOUN bagga-hathi-2022 161 11 using use VERB bagga-hathi-2022 161 12 vader vader NOUN bagga-hathi-2022 161 13 , , PUNCT bagga-hathi-2022 161 14 a a DET bagga-hathi-2022 161 15 popular popular ADJ bagga-hathi-2022 161 16 lexicon lexicon NOUN bagga-hathi-2022 161 17 and and CCONJ bagga-hathi-2022 161 18 rule rule NOUN bagga-hathi-2022 161 19 - - PUNCT bagga-hathi-2022 161 20 based base VERB bagga-hathi-2022 161 21 sentiment sentiment NOUN bagga-hathi-2022 161 22 analysis analysis NOUN bagga-hathi-2022 161 23 tool tool NOUN bagga-hathi-2022 161 24 ( ( PUNCT bagga-hathi-2022 161 25 hutto hutto PROPN bagga-hathi-2022 161 26 & & CCONJ bagga-hathi-2022 161 27 gilbert gilbert PROPN bagga-hathi-2022 161 28 , , PUNCT bagga-hathi-2022 161 29 2014 2014 NUM bagga-hathi-2022 161 30 ) ) PUNCT bagga-hathi-2022 161 31 . . PUNCT bagga-hathi-2022 162 1 it it PRON bagga-hathi-2022 162 2 returns return VERB bagga-hathi-2022 162 3 four four NUM bagga-hathi-2022 162 4 scores score NOUN bagga-hathi-2022 162 5 : : PUNCT bagga-hathi-2022 162 6 a a DET bagga-hathi-2022 162 7 normalized normalized ADJ bagga-hathi-2022 162 8 weighted weight VERB bagga-hathi-2022 162 9 composite composite ADJ bagga-hathi-2022 162 10 score score NOUN bagga-hathi-2022 162 11 between between ADP bagga-hathi-2022 162 12 – – PUNCT bagga-hathi-2022 162 13 1 1 NUM bagga-hathi-2022 162 14 ( ( PUNCT bagga-hathi-2022 162 15 most most ADV bagga-hathi-2022 162 16 extreme extreme ADJ bagga-hathi-2022 162 17 negative negative ADJ bagga-hathi-2022 162 18 ) ) PUNCT bagga-hathi-2022 162 19 and and CCONJ bagga-hathi-2022 162 20 +1 +1 PROPN bagga-hathi-2022 162 21 ( ( PUNCT bagga-hathi-2022 162 22 most most ADV bagga-hathi-2022 162 23 extreme extreme ADJ bagga-hathi-2022 162 24 positive positive ADJ bagga-hathi-2022 162 25 ) ) PUNCT bagga-hathi-2022 162 26 ; ; PUNCT bagga-hathi-2022 162 27 the the DET bagga-hathi-2022 162 28 other other ADJ bagga-hathi-2022 162 29 three three NUM bagga-hathi-2022 162 30 are be AUX bagga-hathi-2022 162 31 scores score NOUN bagga-hathi-2022 162 32 for for ADP bagga-hathi-2022 162 33 ‘ ' PUNCT bagga-hathi-2022 162 34 pos pos NOUN bagga-hathi-2022 162 35 ’ ' PUNCT bagga-hathi-2022 162 36 , , PUNCT bagga-hathi-2022 162 37 ‘ ' PUNCT bagga-hathi-2022 162 38 neg neg PROPN bagga-hathi-2022 162 39 ’ ' PUNCT bagga-hathi-2022 162 40 , , PUNCT bagga-hathi-2022 162 41 ‘ ' PUNCT bagga-hathi-2022 162 42 neu neu PROPN bagga-hathi-2022 162 43 ’ ' PUNCT bagga-hathi-2022 162 44 which which PRON bagga-hathi-2022 162 45 sum sum VERB bagga-hathi-2022 162 46 up up ADP bagga-hathi-2022 162 47 to to PART bagga-hathi-2022 162 48 1 1 NUM bagga-hathi-2022 162 49 . . PUNCT bagga-hathi-2022 163 1 we we PRON bagga-hathi-2022 163 2 include include VERB bagga-hathi-2022 163 3 all all DET bagga-hathi-2022 163 4 four four NUM bagga-hathi-2022 163 5 scores score NOUN bagga-hathi-2022 163 6 in in ADP bagga-hathi-2022 163 7 our our PRON bagga-hathi-2022 163 8 feature feature NOUN bagga-hathi-2022 163 9 set set VERB bagga-hathi-2022 163 10 . . PUNCT bagga-hathi-2022 164 1 8 8 NUM bagga-hathi-2022 164 2 . . X bagga-hathi-2022 164 3 emotion emotion NOUN bagga-hathi-2022 164 4 : : PUNCT bagga-hathi-2022 164 5 we we PRON bagga-hathi-2022 164 6 use use VERB bagga-hathi-2022 164 7 the the DET bagga-hathi-2022 164 8 nrc nrc ADJ bagga-hathi-2022 164 9 word word NOUN bagga-hathi-2022 164 10 - - PUNCT bagga-hathi-2022 164 11 emotion emotion NOUN bagga-hathi-2022 164 12 association association NOUN bagga-hathi-2022 164 13 lexicon lexicon NOUN bagga-hathi-2022 164 14 to to PART bagga-hathi-2022 164 15 calculate calculate VERB bagga-hathi-2022 164 16 emotion emotion NOUN bagga-hathi-2022 164 17 scores score NOUN bagga-hathi-2022 164 18 per per ADP bagga-hathi-2022 164 19 page page NOUN bagga-hathi-2022 164 20 ( ( PUNCT bagga-hathi-2022 164 21 mohammad mohammad PROPN bagga-hathi-2022 164 22 & & CCONJ bagga-hathi-2022 164 23 turney turney PROPN bagga-hathi-2022 164 24 , , PUNCT bagga-hathi-2022 164 25 2013 2013 NUM bagga-hathi-2022 164 26 ) ) PUNCT bagga-hathi-2022 164 27 . . PUNCT bagga-hathi-2022 165 1 the the DET bagga-hathi-2022 165 2 lexicon lexicon NOUN bagga-hathi-2022 165 3 consists consist VERB bagga-hathi-2022 165 4 of of ADP bagga-hathi-2022 165 5 a a DET bagga-hathi-2022 165 6 list list NOUN bagga-hathi-2022 165 7 of of ADP bagga-hathi-2022 165 8 english english ADJ bagga-hathi-2022 165 9 words word NOUN bagga-hathi-2022 165 10 and and CCONJ bagga-hathi-2022 165 11 their their PRON bagga-hathi-2022 165 12 associations association NOUN bagga-hathi-2022 165 13 with with ADP bagga-hathi-2022 165 14 ten ten NUM bagga-hathi-2022 165 15 basic basic ADJ bagga-hathi-2022 165 16 emotions emotion NOUN bagga-hathi-2022 165 17 and and CCONJ bagga-hathi-2022 165 18 sentiment sentiment NOUN bagga-hathi-2022 165 19 ( ( PUNCT bagga-hathi-2022 165 20 anger anger NOUN bagga-hathi-2022 165 21 , , PUNCT bagga-hathi-2022 165 22 fear fear NOUN bagga-hathi-2022 165 23 , , PUNCT bagga-hathi-2022 165 24 anticipation anticipation NOUN bagga-hathi-2022 165 25 , , PUNCT bagga-hathi-2022 165 26 trust trust NOUN bagga-hathi-2022 165 27 , , PUNCT bagga-hathi-2022 165 28 surprise surprise NOUN bagga-hathi-2022 165 29 , , PUNCT bagga-hathi-2022 165 30 sadness sadness NOUN bagga-hathi-2022 165 31 , , PUNCT bagga-hathi-2022 165 32 joy joy NOUN bagga-hathi-2022 165 33 , , PUNCT bagga-hathi-2022 165 34 disgust disgust NOUN bagga-hathi-2022 165 35 , , PUNCT bagga-hathi-2022 165 36 positive positive ADJ bagga-hathi-2022 165 37 , , PUNCT bagga-hathi-2022 165 38 negative negative ADJ bagga-hathi-2022 165 39 ) ) PUNCT bagga-hathi-2022 165 40 . . PUNCT bagga-hathi-2022 166 1 we we PRON bagga-hathi-2022 166 2 include include VERB bagga-hathi-2022 166 3 all all DET bagga-hathi-2022 166 4 10 10 NUM bagga-hathi-2022 166 5 scores score NOUN bagga-hathi-2022 166 6 in in ADP bagga-hathi-2022 166 7 our our PRON bagga-hathi-2022 166 8 feature feature NOUN bagga-hathi-2022 166 9 set set VERB bagga-hathi-2022 166 10 . . PUNCT bagga-hathi-2022 167 1 note note VERB bagga-hathi-2022 167 2 that that SCONJ bagga-hathi-2022 167 3 each each DET bagga-hathi-2022 167 4 count count NOUN bagga-hathi-2022 167 5 is be AUX bagga-hathi-2022 167 6 normalized normalize VERB bagga-hathi-2022 167 7 by by ADP bagga-hathi-2022 167 8 the the DET bagga-hathi-2022 167 9 total total ADJ bagga-hathi-2022 167 10 number number NOUN bagga-hathi-2022 167 11 of of ADP bagga-hathi-2022 167 12 words word NOUN bagga-hathi-2022 167 13 on on ADP bagga-hathi-2022 167 14 the the DET bagga-hathi-2022 167 15 page page NOUN bagga-hathi-2022 167 16 . . PUNCT bagga-hathi-2022 168 1 9 9 X bagga-hathi-2022 168 2 . . X bagga-hathi-2022 168 3 part part NOUN bagga-hathi-2022 168 4 - - PUNCT bagga-hathi-2022 168 5 of of ADP bagga-hathi-2022 168 6 - - PUNCT bagga-hathi-2022 168 7 speech speech NOUN bagga-hathi-2022 168 8 : : PUNCT bagga-hathi-2022 168 9 we we PRON bagga-hathi-2022 168 10 process process VERB bagga-hathi-2022 168 11 our our PRON bagga-hathi-2022 168 12 pages page NOUN bagga-hathi-2022 168 13 through through ADP bagga-hathi-2022 168 14 booknlp booknlp ADJ bagga-hathi-2022 168 15 and and CCONJ bagga-hathi-2022 168 16 release release VERB bagga-hathi-2022 168 17 the the DET bagga-hathi-2022 168 18 frequency frequency NOUN bagga-hathi-2022 168 19 of of ADP bagga-hathi-2022 168 20 the the DET bagga-hathi-2022 168 21 part part NOUN bagga-hathi-2022 168 22 - - PUNCT bagga-hathi-2022 168 23 of of ADP bagga-hathi-2022 168 24 - - PUNCT bagga-hathi-2022 168 25 speech speech NOUN bagga-hathi-2022 168 26 tags tag NOUN bagga-hathi-2022 168 27 for for ADP bagga-hathi-2022 168 28 each each DET bagga-hathi-2022 168 29 page page NOUN bagga-hathi-2022 168 30 . . PUNCT bagga-hathi-2022 169 1 the the DET bagga-hathi-2022 169 2 frequency frequency NOUN bagga-hathi-2022 169 3 is be AUX bagga-hathi-2022 169 4 normalized normalize VERB bagga-hathi-2022 169 5 by by ADP bagga-hathi-2022 169 6 the the DET bagga-hathi-2022 169 7 total total ADJ bagga-hathi-2022 169 8 number number NOUN bagga-hathi-2022 169 9 of of ADP bagga-hathi-2022 169 10 words word NOUN bagga-hathi-2022 169 11 on on ADP bagga-hathi-2022 169 12 the the DET bagga-hathi-2022 169 13 page page NOUN bagga-hathi-2022 169 14 . . PUNCT bagga-hathi-2022 170 1 10 10 X bagga-hathi-2022 170 2 . . PUNCT bagga-hathi-2022 170 3 supersense supersense PROPN bagga-hathi-2022 170 4 : : PUNCT bagga-hathi-2022 171 1 lastly lastly ADV bagga-hathi-2022 171 2 , , PUNCT bagga-hathi-2022 171 3 we we PRON bagga-hathi-2022 171 4 include include VERB bagga-hathi-2022 171 5 the the DET bagga-hathi-2022 171 6 frequency frequency NOUN bagga-hathi-2022 171 7 of of ADP bagga-hathi-2022 171 8 booknlp booknlp ADJ bagga-hathi-2022 171 9 supersense supersense ADJ bagga-hathi-2022 171 10 tags tag NOUN bagga-hathi-2022 171 11 on on ADP bagga-hathi-2022 171 12 each each DET bagga-hathi-2022 171 13 page page NOUN bagga-hathi-2022 171 14 . . PUNCT bagga-hathi-2022 172 1 the the DET bagga-hathi-2022 172 2 frequency frequency NOUN bagga-hathi-2022 172 3 is be AUX bagga-hathi-2022 172 4 normalized normalize VERB bagga-hathi-2022 172 5 by by ADP bagga-hathi-2022 172 6 the the DET bagga-hathi-2022 172 7 total total ADJ bagga-hathi-2022 172 8 number number NOUN bagga-hathi-2022 172 9 of of ADP bagga-hathi-2022 172 10 words word NOUN bagga-hathi-2022 172 11 . . PUNCT bagga-hathi-2022 173 1 in in ADP bagga-hathi-2022 173 2 figures figure NOUN bagga-hathi-2022 173 3 2 2 NUM bagga-hathi-2022 173 4 and and CCONJ bagga-hathi-2022 173 5 3 3 NUM bagga-hathi-2022 173 6 , , PUNCT bagga-hathi-2022 173 7 we we PRON bagga-hathi-2022 173 8 provide provide VERB bagga-hathi-2022 173 9 some some DET bagga-hathi-2022 173 10 sample sample NOUN bagga-hathi-2022 173 11 graphs graph NOUN bagga-hathi-2022 173 12 of of ADP bagga-hathi-2022 173 13 individual individual ADJ bagga-hathi-2022 173 14 features feature NOUN bagga-hathi-2022 173 15 for for ADP bagga-hathi-2022 173 16 both both DET bagga-hathi-2022 173 17 collections collection NOUN bagga-hathi-2022 173 18 that that PRON bagga-hathi-2022 173 19 point point VERB bagga-hathi-2022 173 20 to to ADP bagga-hathi-2022 173 21 future future ADJ bagga-hathi-2022 173 22 research research NOUN bagga-hathi-2022 173 23 opportunities opportunity NOUN bagga-hathi-2022 173 24 . . PUNCT bagga-hathi-2022 174 1 as as SCONJ bagga-hathi-2022 174 2 we we PRON bagga-hathi-2022 174 3 can can AUX bagga-hathi-2022 174 4 see see VERB bagga-hathi-2022 174 5 in in ADP bagga-hathi-2022 174 6 figure figure NOUN bagga-hathi-2022 174 7 2 2 NUM bagga-hathi-2022 174 8 , , PUNCT bagga-hathi-2022 174 9 artifacts artifact NOUN bagga-hathi-2022 174 10 , , PUNCT bagga-hathi-2022 174 11 which which PRON bagga-hathi-2022 174 12 are be AUX bagga-hathi-2022 174 13 defined define VERB bagga-hathi-2022 174 14 as as ADP bagga-hathi-2022 174 15 man man NOUN bagga-hathi-2022 174 16 - - PUNCT bagga-hathi-2022 174 17 made make VERB bagga-hathi-2022 174 18 objects object NOUN bagga-hathi-2022 174 19 according accord VERB bagga-hathi-2022 174 20 to to ADP bagga-hathi-2022 174 21 the the DET bagga-hathi-2022 174 22 wordnet wordnet NOUN bagga-hathi-2022 174 23 taxonomy taxonomy NOUN bagga-hathi-2022 174 24 , , PUNCT bagga-hathi-2022 174 25 are be AUX bagga-hathi-2022 174 26 one one NUM bagga-hathi-2022 174 27 of of ADP bagga-hathi-2022 174 28 the the DET bagga-hathi-2022 174 29 fastest fast ADV bagga-hathi-2022 174 30 growing grow VERB bagga-hathi-2022 174 31 lexical lexical ADJ bagga-hathi-2022 174 32 features feature NOUN bagga-hathi-2022 174 33 of of ADP bagga-hathi-2022 174 34 both both PRON bagga-hathi-2022 174 35 fiction fiction NOUN bagga-hathi-2022 174 36 and and CCONJ bagga-hathi-2022 174 37 non non NOUN bagga-hathi-2022 174 38 - - NOUN bagga-hathi-2022 174 39 fiction fiction ADJ bagga-hathi-2022 174 40 . . PUNCT bagga-hathi-2022 175 1 while while SCONJ bagga-hathi-2022 175 2 the the DET bagga-hathi-2022 175 3 rise rise NOUN bagga-hathi-2022 175 4 of of ADP bagga-hathi-2022 175 5 artifacts artifact NOUN bagga-hathi-2022 175 6 levels level NOUN bagga-hathi-2022 175 7 off off ADP bagga-hathi-2022 175 8 in in ADP bagga-hathi-2022 175 9 non non NOUN bagga-hathi-2022 175 10 - - NOUN bagga-hathi-2022 175 11 fiction fiction NOUN bagga-hathi-2022 175 12 after after ADP bagga-hathi-2022 175 13 1950 1950 NUM bagga-hathi-2022 175 14 , , PUNCT bagga-hathi-2022 175 15 it it PRON bagga-hathi-2022 175 16 continues continue VERB bagga-hathi-2022 175 17 to to PART bagga-hathi-2022 175 18 rise rise VERB bagga-hathi-2022 175 19 in in ADP bagga-hathi-2022 175 20 fiction fiction NOUN bagga-hathi-2022 175 21 suggesting suggest VERB bagga-hathi-2022 175 22 that that SCONJ bagga-hathi-2022 175 23 further further ADJ bagga-hathi-2022 175 24 exploration exploration NOUN bagga-hathi-2022 175 25 into into ADP bagga-hathi-2022 175 26 this this DET bagga-hathi-2022 175 27 fictional fictional ADJ bagga-hathi-2022 175 28 investment investment NOUN bagga-hathi-2022 175 29 in in ADP bagga-hathi-2022 175 30 man man NOUN bagga-hathi-2022 175 31 - - PUNCT bagga-hathi-2022 175 32 made make VERB bagga-hathi-2022 175 33 objects object NOUN bagga-hathi-2022 175 34 is be AUX bagga-hathi-2022 175 35 worth worth ADJ bagga-hathi-2022 175 36 further further ADJ bagga-hathi-2022 175 37 study study NOUN bagga-hathi-2022 175 38 . . PUNCT bagga-hathi-2022 176 1 second second ADV bagga-hathi-2022 176 2 , , PUNCT bagga-hathi-2022 176 3 in in ADP bagga-hathi-2022 176 4 figure figure NOUN bagga-hathi-2022 176 5 3 3 NUM bagga-hathi-2022 176 6 we we PRON bagga-hathi-2022 176 7 see see VERB bagga-hathi-2022 176 8 a a DET bagga-hathi-2022 176 9 major major ADJ bagga-hathi-2022 176 10 disconnect disconnect NOUN bagga-hathi-2022 176 11 in in ADP bagga-hathi-2022 176 12 the the DET bagga-hathi-2022 176 13 changing change VERB bagga-hathi-2022 176 14 “ " PUNCT bagga-hathi-2022 176 15 difficulty difficulty NOUN bagga-hathi-2022 176 16 ” " PUNCT bagga-hathi-2022 176 17 of of ADP bagga-hathi-2022 176 18 fiction fiction NOUN bagga-hathi-2022 176 19 and and CCONJ bagga-hathi-2022 176 20 non non NOUN bagga-hathi-2022 176 21 - - NOUN bagga-hathi-2022 176 22 fiction fiction NOUN bagga-hathi-2022 176 23 over over ADP bagga-hathi-2022 176 24 the the DET bagga-hathi-2022 176 25 past past ADJ bagga-hathi-2022 176 26 two two NUM bagga-hathi-2022 176 27 centuries century NOUN bagga-hathi-2022 176 28 . . PUNCT bagga-hathi-2022 177 1 where where SCONJ bagga-hathi-2022 177 2 factual factual ADJ bagga-hathi-2022 177 3 writing writing NOUN bagga-hathi-2022 177 4 has have AUX bagga-hathi-2022 177 5 remained remain VERB bagga-hathi-2022 177 6 relatively relatively ADV bagga-hathi-2022 177 7 constant constant ADJ bagga-hathi-2022 177 8 , , PUNCT bagga-hathi-2022 177 9 if if SCONJ bagga-hathi-2022 177 10 not not PART bagga-hathi-2022 177 11 gotten get VERB bagga-hathi-2022 177 12 more more ADV bagga-hathi-2022 177 13 difficult difficult ADJ bagga-hathi-2022 177 14 , , PUNCT bagga-hathi-2022 177 15 fiction fiction NOUN bagga-hathi-2022 177 16 has have AUX bagga-hathi-2022 177 17 steadily steadily ADV bagga-hathi-2022 177 18 become become VERB bagga-hathi-2022 177 19 easier easy ADJ bagga-hathi-2022 177 20 to to PART bagga-hathi-2022 177 21 read read VERB bagga-hathi-2022 177 22 from from ADP bagga-hathi-2022 177 23 the the DET bagga-hathi-2022 177 24 perspective perspective NOUN bagga-hathi-2022 177 25 of of ADP bagga-hathi-2022 177 26 word word NOUN bagga-hathi-2022 177 27 and and CCONJ bagga-hathi-2022 177 28 sentence sentence NOUN bagga-hathi-2022 177 29 length length NOUN bagga-hathi-2022 177 30 , , PUNCT bagga-hathi-2022 177 31 although although SCONJ bagga-hathi-2022 177 32 a a DET bagga-hathi-2022 177 33 steady steady ADJ bagga-hathi-2022 177 34 state state NOUN bagga-hathi-2022 177 35 consensus consensus NOUN bagga-hathi-2022 177 36 appears appear VERB bagga-hathi-2022 177 37 to to PART bagga-hathi-2022 177 38 have have AUX bagga-hathi-2022 177 39 been be AUX bagga-hathi-2022 177 40 achieved achieve VERB bagga-hathi-2022 177 41 by by ADP bagga-hathi-2022 177 42 1950 1950 NUM bagga-hathi-2022 177 43 . . PUNCT bagga-hathi-2022 178 1 the the DET bagga-hathi-2022 178 2 declining decline VERB bagga-hathi-2022 178 3 difficulty difficulty NOUN bagga-hathi-2022 178 4 of of ADP bagga-hathi-2022 178 5 fiction fiction NOUN bagga-hathi-2022 178 6 runs run VERB bagga-hathi-2022 178 7 counter counter ADV bagga-hathi-2022 178 8 to to ADP bagga-hathi-2022 178 9 scholarly scholarly ADJ bagga-hathi-2022 178 10 narratives narrative NOUN bagga-hathi-2022 178 11 that that PRON bagga-hathi-2022 178 12 have have AUX bagga-hathi-2022 178 13 emphasized emphasize VERB bagga-hathi-2022 178 14 stylistic stylistic ADJ bagga-hathi-2022 178 15 difficulty difficulty NOUN bagga-hathi-2022 178 16 as as ADP bagga-hathi-2022 178 17 a a DET bagga-hathi-2022 178 18 defining define VERB bagga-hathi-2022 178 19 characteristic characteristic NOUN bagga-hathi-2022 178 20 of of ADP bagga-hathi-2022 178 21 literary literary ADJ bagga-hathi-2022 178 22 modernism modernism NOUN bagga-hathi-2022 178 23 . . PUNCT bagga-hathi-2022 179 1 whether whether SCONJ bagga-hathi-2022 179 2 this this PRON bagga-hathi-2022 179 3 is be AUX bagga-hathi-2022 179 4 simply simply ADV bagga-hathi-2022 179 5 a a DET bagga-hathi-2022 179 6 matter matter NOUN bagga-hathi-2022 179 7 of of ADP bagga-hathi-2022 179 8 observing observe VERB bagga-hathi-2022 179 9 different different ADJ bagga-hathi-2022 179 10 kinds kind NOUN bagga-hathi-2022 179 11 of of ADP bagga-hathi-2022 179 12 writing writing NOUN bagga-hathi-2022 179 13 or or CCONJ bagga-hathi-2022 179 14 different different ADJ bagga-hathi-2022 179 15 stylistic stylistic ADJ bagga-hathi-2022 179 16 emphasis emphasis NOUN bagga-hathi-2022 179 17 , , PUNCT bagga-hathi-2022 179 18 “ " PUNCT bagga-hathi-2022 179 19 readability readability NOUN bagga-hathi-2022 179 20 ” " PUNCT bagga-hathi-2022 179 21 nonetheless nonetheless ADV bagga-hathi-2022 179 22 marks mark VERB bagga-hathi-2022 179 23 another another DET bagga-hathi-2022 179 24 interesting interesting ADJ bagga-hathi-2022 179 25 area area NOUN bagga-hathi-2022 179 26 for for ADP bagga-hathi-2022 179 27 further further ADJ bagga-hathi-2022 179 28 research research NOUN bagga-hathi-2022 179 29 in in ADP bagga-hathi-2022 179 30 terms term NOUN bagga-hathi-2022 179 31 of of ADP bagga-hathi-2022 179 32 fiction fiction NOUN bagga-hathi-2022 179 33 ’s ’s PART bagga-hathi-2022 179 34 identity identity NOUN bagga-hathi-2022 179 35 over over ADP bagga-hathi-2022 179 36 the the DET bagga-hathi-2022 179 37 course course NOUN bagga-hathi-2022 179 38 of of ADP bagga-hathi-2022 179 39 the the DET bagga-hathi-2022 179 40 twentieth twentieth ADJ bagga-hathi-2022 179 41 century century NOUN bagga-hathi-2022 179 42 as as SCONJ bagga-hathi-2022 179 43 does do VERB bagga-hathi-2022 179 44 fiction fiction NOUN bagga-hathi-2022 179 45 ’s ’s PART bagga-hathi-2022 179 46 change change NOUN bagga-hathi-2022 179 47 in in ADP bagga-hathi-2022 179 48 “ " PUNCT bagga-hathi-2022 179 49 positivity positivity NOUN bagga-hathi-2022 179 50 ” " PUNCT bagga-hathi-2022 179 51 that that PRON bagga-hathi-2022 179 52 we we PRON bagga-hathi-2022 179 53 also also ADV bagga-hathi-2022 179 54 see see VERB bagga-hathi-2022 179 55 indicated indicate VERB bagga-hathi-2022 179 56 in in ADP bagga-hathi-2022 179 57 the the DET bagga-hathi-2022 179 58 bottom bottom NOUN bagga-hathi-2022 179 59 row row NOUN bagga-hathi-2022 179 60 of of ADP bagga-hathi-2022 179 61 figure figure NOUN bagga-hathi-2022 179 62 3 3 NUM bagga-hathi-2022 179 63 . . PUNCT bagga-hathi-2022 179 64 figure figure VERB bagga-hathi-2022 179 65 2 2 NUM bagga-hathi-2022 179 66 the the DET bagga-hathi-2022 179 67 distribution distribution NOUN bagga-hathi-2022 179 68 of of ADP bagga-hathi-2022 179 69 three three NUM bagga-hathi-2022 179 70 booknlp booknlp ADJ bagga-hathi-2022 179 71 supersense supersense ADJ bagga-hathi-2022 179 72 categories category NOUN bagga-hathi-2022 179 73 – – PUNCT bagga-hathi-2022 179 74 artifacts artifact NOUN bagga-hathi-2022 179 75 , , PUNCT bagga-hathi-2022 179 76 contact contact NOUN bagga-hathi-2022 179 77 verbs verb NOUN bagga-hathi-2022 179 78 , , PUNCT bagga-hathi-2022 179 79 motion motion NOUN bagga-hathi-2022 179 80 verbs verb NOUN bagga-hathi-2022 179 81 – – PUNCT bagga-hathi-2022 179 82 for for ADP bagga-hathi-2022 179 83 pages page NOUN bagga-hathi-2022 179 84 sampled sample VERB bagga-hathi-2022 179 85 from from ADP bagga-hathi-2022 179 86 1800 1800 NUM bagga-hathi-2022 179 87 to to ADP bagga-hathi-2022 179 88 1999 1999 NUM bagga-hathi-2022 179 89 . . PUNCT bagga-hathi-2022 180 1 the the DET bagga-hathi-2022 180 2 left left ADJ bagga-hathi-2022 180 3 column column NOUN bagga-hathi-2022 180 4 corresponds correspond VERB bagga-hathi-2022 180 5 to to ADP bagga-hathi-2022 180 6 our our PRON bagga-hathi-2022 180 7 fiction fiction NOUN bagga-hathi-2022 180 8 data datum NOUN bagga-hathi-2022 180 9 and and CCONJ bagga-hathi-2022 180 10 the the DET bagga-hathi-2022 180 11 right right ADJ bagga-hathi-2022 180 12 column column NOUN bagga-hathi-2022 180 13 is be AUX bagga-hathi-2022 180 14 for for ADP bagga-hathi-2022 180 15 our our PRON bagga-hathi-2022 180 16 non non ADJ bagga-hathi-2022 180 17 - - ADJ bagga-hathi-2022 180 18 fiction fiction ADJ bagga-hathi-2022 180 19 data datum NOUN bagga-hathi-2022 180 20 . . PUNCT bagga-hathi-2022 180 21 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 181 1 8bagga 8bagga NUM bagga-hathi-2022 181 2 and and CCONJ bagga-hathi-2022 181 3 piper piper NOUN bagga-hathi-2022 181 4 journal journal NOUN bagga-hathi-2022 181 5 of of ADP bagga-hathi-2022 181 6 open open ADJ bagga-hathi-2022 181 7 humanities humanity NOUN bagga-hathi-2022 181 8 data datum NOUN bagga-hathi-2022 181 9 doi doi PROPN bagga-hathi-2022 181 10 : : PUNCT bagga-hathi-2022 181 11 10.5334 10.5334 NUM bagga-hathi-2022 181 12 / / SYM bagga-hathi-2022 181 13 johd.71 johd.71 NOUN bagga-hathi-2022 181 14 4 4 NUM bagga-hathi-2022 181 15 discussion discussion NOUN bagga-hathi-2022 181 16 our our PRON bagga-hathi-2022 181 17 aim aim NOUN bagga-hathi-2022 181 18 in in ADP bagga-hathi-2022 181 19 constructing construct VERB bagga-hathi-2022 181 20 this this DET bagga-hathi-2022 181 21 dataset dataset NOUN bagga-hathi-2022 181 22 is be AUX bagga-hathi-2022 181 23 to to PART bagga-hathi-2022 181 24 give give VERB bagga-hathi-2022 181 25 researchers researcher NOUN bagga-hathi-2022 181 26 a a DET bagga-hathi-2022 181 27 portable portable ADJ bagga-hathi-2022 181 28 yet yet ADV bagga-hathi-2022 181 29 extensive extensive ADJ bagga-hathi-2022 181 30 representative representative ADJ bagga-hathi-2022 181 31 sample sample NOUN bagga-hathi-2022 181 32 of of ADP bagga-hathi-2022 181 33 historical historical ADJ bagga-hathi-2022 181 34 prose prose NOUN bagga-hathi-2022 181 35 in in ADP bagga-hathi-2022 181 36 english english PROPN bagga-hathi-2022 181 37 across across ADP bagga-hathi-2022 181 38 a a DET bagga-hathi-2022 181 39 two two NUM bagga-hathi-2022 181 40 - - PUNCT bagga-hathi-2022 181 41 hundred hundred NUM bagga-hathi-2022 181 42 year year NOUN bagga-hathi-2022 181 43 time time NOUN bagga-hathi-2022 181 44 - - PUNCT bagga-hathi-2022 181 45 span span NOUN bagga-hathi-2022 181 46 that that PRON bagga-hathi-2022 181 47 covers cover VERB bagga-hathi-2022 181 48 two two NUM bagga-hathi-2022 181 49 major major ADJ bagga-hathi-2022 181 50 modes mode NOUN bagga-hathi-2022 181 51 of of ADP bagga-hathi-2022 181 52 writing writing NOUN bagga-hathi-2022 181 53 . . PUNCT bagga-hathi-2022 182 1 with with ADP bagga-hathi-2022 182 2 minimal minimal ADJ bagga-hathi-2022 182 3 technical technical ADJ bagga-hathi-2022 182 4 requirements requirement NOUN bagga-hathi-2022 182 5 , , PUNCT bagga-hathi-2022 182 6 researchers researcher NOUN bagga-hathi-2022 182 7 can can AUX bagga-hathi-2022 182 8 begin begin VERB bagga-hathi-2022 182 9 to to PART bagga-hathi-2022 182 10 build build VERB bagga-hathi-2022 182 11 on on ADP bagga-hathi-2022 182 12 prior prior ADJ bagga-hathi-2022 182 13 work work NOUN bagga-hathi-2022 182 14 using use VERB bagga-hathi-2022 182 15 the the DET bagga-hathi-2022 182 16 hathi hathi NOUN bagga-hathi-2022 182 17 trust trust NOUN bagga-hathi-2022 182 18 collections collection NOUN bagga-hathi-2022 182 19 ( ( PUNCT bagga-hathi-2022 182 20 organisciak organisciak PROPN bagga-hathi-2022 182 21 , , PUNCT bagga-hathi-2022 182 22 schmidt schmidt PROPN bagga-hathi-2022 182 23 , , PUNCT bagga-hathi-2022 182 24 & & CCONJ bagga-hathi-2022 182 25 downie downie PROPN bagga-hathi-2022 182 26 , , PUNCT bagga-hathi-2022 182 27 2022 2022 NUM bagga-hathi-2022 182 28 ; ; PUNCT bagga-hathi-2022 182 29 schmidt schmidt NOUN bagga-hathi-2022 182 30 , , PUNCT bagga-hathi-2022 182 31 2018 2018 NUM bagga-hathi-2022 182 32 ; ; PUNCT bagga-hathi-2022 182 33 underwood underwood PROPN bagga-hathi-2022 182 34 , , PUNCT bagga-hathi-2022 182 35 2019 2019 NUM bagga-hathi-2022 182 36 ; ; PUNCT bagga-hathi-2022 182 37 wilkens wilken NOUN bagga-hathi-2022 182 38 , , PUNCT bagga-hathi-2022 182 39 2021 2021 NUM bagga-hathi-2022 182 40 ) ) PUNCT bagga-hathi-2022 182 41 and and CCONJ bagga-hathi-2022 182 42 further far ADV bagga-hathi-2022 182 43 explore explore VERB bagga-hathi-2022 182 44 comparative comparative ADJ bagga-hathi-2022 182 45 stylistic stylistic ADJ bagga-hathi-2022 182 46 questions question NOUN bagga-hathi-2022 182 47 across across ADP bagga-hathi-2022 182 48 our our PRON bagga-hathi-2022 182 49 enriched enrich VERB bagga-hathi-2022 182 50 features feature NOUN bagga-hathi-2022 182 51 , , PUNCT bagga-hathi-2022 182 52 as as ADV bagga-hathi-2022 182 53 well well ADV bagga-hathi-2022 182 54 as as ADP bagga-hathi-2022 182 55 individual individual ADJ bagga-hathi-2022 182 56 word word NOUN bagga-hathi-2022 182 57 features feature VERB bagga-hathi-2022 182 58 that that PRON bagga-hathi-2022 182 59 are be AUX bagga-hathi-2022 182 60 already already ADV bagga-hathi-2022 182 61 publicly publicly ADV bagga-hathi-2022 182 62 available available ADJ bagga-hathi-2022 182 63 through through ADP bagga-hathi-2022 182 64 the the DET bagga-hathi-2022 182 65 hathi hathi NOUN bagga-hathi-2022 182 66 trust trust NOUN bagga-hathi-2022 182 67 . . PUNCT bagga-hathi-2022 183 1 in in ADP bagga-hathi-2022 183 2 this this DET bagga-hathi-2022 183 3 section section NOUN bagga-hathi-2022 183 4 , , PUNCT bagga-hathi-2022 183 5 we we PRON bagga-hathi-2022 183 6 address address VERB bagga-hathi-2022 183 7 the the DET bagga-hathi-2022 183 8 advantages advantage NOUN bagga-hathi-2022 183 9 and and CCONJ bagga-hathi-2022 183 10 limitations limitation NOUN bagga-hathi-2022 183 11 of of ADP bagga-hathi-2022 183 12 this this DET bagga-hathi-2022 183 13 dataset dataset NOUN bagga-hathi-2022 183 14 for for ADP bagga-hathi-2022 183 15 historical historical ADJ bagga-hathi-2022 183 16 study study NOUN bagga-hathi-2022 183 17 as as ADV bagga-hathi-2022 183 18 well well ADV bagga-hathi-2022 183 19 as as ADP bagga-hathi-2022 183 20 identifying identify VERB bagga-hathi-2022 183 21 key key ADJ bagga-hathi-2022 183 22 avenues avenue NOUN bagga-hathi-2022 183 23 for for ADP bagga-hathi-2022 183 24 future future ADJ bagga-hathi-2022 183 25 work work NOUN bagga-hathi-2022 183 26 . . PUNCT bagga-hathi-2022 184 1 the the DET bagga-hathi-2022 184 2 value value NOUN bagga-hathi-2022 184 3 of of ADP bagga-hathi-2022 184 4 a a DET bagga-hathi-2022 184 5 single single ADJ bagga-hathi-2022 184 6 model model NOUN bagga-hathi-2022 184 7 . . PUNCT bagga-hathi-2022 185 1 underwood underwood PROPN bagga-hathi-2022 185 2 et et PROPN bagga-hathi-2022 185 3 al al PROPN bagga-hathi-2022 185 4 . . PUNCT bagga-hathi-2022 186 1 ( ( PUNCT bagga-hathi-2022 186 2 2020 2020 NUM bagga-hathi-2022 186 3 ) ) PUNCT bagga-hathi-2022 186 4 were be AUX bagga-hathi-2022 186 5 forerunners forerunner NOUN bagga-hathi-2022 186 6 in in ADP bagga-hathi-2022 186 7 producing produce VERB bagga-hathi-2022 186 8 the the DET bagga-hathi-2022 186 9 automated automate VERB bagga-hathi-2022 186 10 generation generation NOUN bagga-hathi-2022 186 11 of of ADP bagga-hathi-2022 186 12 genre genre NOUN bagga-hathi-2022 186 13 labels label NOUN bagga-hathi-2022 186 14 within within ADP bagga-hathi-2022 186 15 the the DET bagga-hathi-2022 186 16 hathi hathi NOUN bagga-hathi-2022 186 17 trust trust NOUN bagga-hathi-2022 186 18 . . PUNCT bagga-hathi-2022 187 1 our our PRON bagga-hathi-2022 187 2 work work NOUN bagga-hathi-2022 187 3 would would AUX bagga-hathi-2022 187 4 not not PART bagga-hathi-2022 187 5 be be AUX bagga-hathi-2022 187 6 possible possible ADJ bagga-hathi-2022 187 7 without without ADP bagga-hathi-2022 187 8 this this DET bagga-hathi-2022 187 9 prior prior ADJ bagga-hathi-2022 187 10 work work NOUN bagga-hathi-2022 187 11 . . PUNCT bagga-hathi-2022 188 1 however however ADV bagga-hathi-2022 188 2 , , PUNCT bagga-hathi-2022 188 3 as as SCONJ bagga-hathi-2022 188 4 can can AUX bagga-hathi-2022 188 5 be be AUX bagga-hathi-2022 188 6 seen see VERB bagga-hathi-2022 188 7 in in ADP bagga-hathi-2022 188 8 figure figure NOUN bagga-hathi-2022 188 9 4 4 NUM bagga-hathi-2022 188 10 , , PUNCT bagga-hathi-2022 188 11 this this DET bagga-hathi-2022 188 12 dataset dataset NOUN bagga-hathi-2022 188 13 exhibits exhibit VERB bagga-hathi-2022 188 14 notable notable ADJ bagga-hathi-2022 188 15 anomalies anomaly NOUN bagga-hathi-2022 188 16 with with ADP bagga-hathi-2022 188 17 respect respect NOUN bagga-hathi-2022 188 18 to to ADP bagga-hathi-2022 188 19 certain certain ADJ bagga-hathi-2022 188 20 stylistic stylistic ADJ bagga-hathi-2022 188 21 features feature NOUN bagga-hathi-2022 188 22 that that PRON bagga-hathi-2022 188 23 occur occur VERB bagga-hathi-2022 188 24 around around ADP bagga-hathi-2022 188 25 specific specific ADJ bagga-hathi-2022 188 26 historical historical ADJ bagga-hathi-2022 188 27 junctures juncture NOUN bagga-hathi-2022 188 28 ( ( PUNCT bagga-hathi-2022 188 29 notably notably ADV bagga-hathi-2022 188 30 the the DET bagga-hathi-2022 188 31 year year NOUN bagga-hathi-2022 188 32 1900 1900 NUM bagga-hathi-2022 188 33 ) ) PUNCT bagga-hathi-2022 188 34 . . PUNCT bagga-hathi-2022 189 1 as as SCONJ bagga-hathi-2022 189 2 indicated indicate VERB bagga-hathi-2022 189 3 in in ADP bagga-hathi-2022 189 4 underwood underwood PROPN bagga-hathi-2022 189 5 et et PROPN bagga-hathi-2022 189 6 al al PROPN bagga-hathi-2022 189 7 . . PUNCT bagga-hathi-2022 190 1 ( ( PUNCT bagga-hathi-2022 190 2 2020 2020 NUM bagga-hathi-2022 190 3 ) ) PUNCT bagga-hathi-2022 191 1 , , PUNCT bagga-hathi-2022 191 2 these these DET bagga-hathi-2022 191 3 anomalies anomaly NOUN bagga-hathi-2022 191 4 are be AUX bagga-hathi-2022 191 5 the the DET bagga-hathi-2022 191 6 result result NOUN bagga-hathi-2022 191 7 of of ADP bagga-hathi-2022 191 8 conjoining conjoin VERB bagga-hathi-2022 191 9 different different ADJ bagga-hathi-2022 191 10 predictive predictive ADJ bagga-hathi-2022 191 11 models model NOUN bagga-hathi-2022 191 12 and and CCONJ bagga-hathi-2022 191 13 not not PART bagga-hathi-2022 191 14 underlying underlie VERB bagga-hathi-2022 191 15 historical historical ADJ bagga-hathi-2022 191 16 changes change NOUN bagga-hathi-2022 191 17 . . PUNCT bagga-hathi-2022 192 1 to to PART bagga-hathi-2022 192 2 address address VERB bagga-hathi-2022 192 3 this this DET bagga-hathi-2022 192 4 problem problem NOUN bagga-hathi-2022 192 5 , , PUNCT bagga-hathi-2022 192 6 we we PRON bagga-hathi-2022 192 7 use use VERB bagga-hathi-2022 192 8 a a DET bagga-hathi-2022 192 9 single single ADJ bagga-hathi-2022 192 10 predictive predictive ADJ bagga-hathi-2022 192 11 model model NOUN bagga-hathi-2022 192 12 across across ADP bagga-hathi-2022 192 13 the the DET bagga-hathi-2022 192 14 entire entire ADJ bagga-hathi-2022 192 15 historical historical ADJ bagga-hathi-2022 192 16 period period NOUN bagga-hathi-2022 192 17 . . PUNCT bagga-hathi-2022 193 1 we we PRON bagga-hathi-2022 193 2 do do AUX bagga-hathi-2022 193 3 not not PART bagga-hathi-2022 193 4 observe observe VERB bagga-hathi-2022 193 5 the the DET bagga-hathi-2022 193 6 same same ADJ bagga-hathi-2022 193 7 behavior behavior NOUN bagga-hathi-2022 193 8 in in ADP bagga-hathi-2022 193 9 our our PRON bagga-hathi-2022 193 10 dataset dataset NOUN bagga-hathi-2022 193 11 . . PUNCT bagga-hathi-2022 194 1 figure figure NOUN bagga-hathi-2022 194 2 3 3 NUM bagga-hathi-2022 194 3 the the DET bagga-hathi-2022 194 4 distribution distribution NOUN bagga-hathi-2022 194 5 of of ADP bagga-hathi-2022 194 6 four four NUM bagga-hathi-2022 194 7 features feature NOUN bagga-hathi-2022 194 8 from from ADP bagga-hathi-2022 194 9 our our PRON bagga-hathi-2022 194 10 enriched enrich VERB bagga-hathi-2022 194 11 feature feature NOUN bagga-hathi-2022 194 12 set set VERB bagga-hathi-2022 194 13 – – PUNCT bagga-hathi-2022 194 14 average average ADJ bagga-hathi-2022 194 15 sentence sentence NOUN bagga-hathi-2022 194 16 length length NOUN bagga-hathi-2022 194 17 , , PUNCT bagga-hathi-2022 194 18 tuldava tuldava NOUN bagga-hathi-2022 194 19 score score NOUN bagga-hathi-2022 194 20 , , PUNCT bagga-hathi-2022 194 21 nrc nrc ADJ bagga-hathi-2022 194 22 positive positive ADJ bagga-hathi-2022 194 23 score score NOUN bagga-hathi-2022 194 24 , , PUNCT bagga-hathi-2022 194 25 and and CCONJ bagga-hathi-2022 194 26 vader vader NOUN bagga-hathi-2022 194 27 positive positive ADJ bagga-hathi-2022 194 28 score score NOUN bagga-hathi-2022 194 29 – – PUNCT bagga-hathi-2022 194 30 across across ADP bagga-hathi-2022 194 31 our our PRON bagga-hathi-2022 194 32 dataset dataset NOUN bagga-hathi-2022 194 33 of of ADP bagga-hathi-2022 194 34 fiction fiction NOUN bagga-hathi-2022 194 35 pages page NOUN bagga-hathi-2022 194 36 ( ( PUNCT bagga-hathi-2022 194 37 red red NOUN bagga-hathi-2022 194 38 ) ) PUNCT bagga-hathi-2022 194 39 and and CCONJ bagga-hathi-2022 194 40 non non ADJ bagga-hathi-2022 194 41 - - ADJ bagga-hathi-2022 194 42 fiction fiction ADJ bagga-hathi-2022 194 43 pages page NOUN bagga-hathi-2022 194 44 ( ( PUNCT bagga-hathi-2022 194 45 blue blue ADJ bagga-hathi-2022 194 46 ) ) PUNCT bagga-hathi-2022 194 47 sampled sample VERB bagga-hathi-2022 194 48 from from ADP bagga-hathi-2022 194 49 1800 1800 NUM bagga-hathi-2022 194 50 to to ADP bagga-hathi-2022 194 51 1999 1999 NUM bagga-hathi-2022 194 52 . . PUNCT bagga-hathi-2022 195 1 figure figure VERB bagga-hathi-2022 195 2 4 4 NUM bagga-hathi-2022 195 3 the the DET bagga-hathi-2022 195 4 distribution distribution NOUN bagga-hathi-2022 195 5 of of ADP bagga-hathi-2022 195 6 % % NOUN bagga-hathi-2022 195 7 dialog dialog NOUN bagga-hathi-2022 195 8 and and CCONJ bagga-hathi-2022 195 9 tuldava tuldava NOUN bagga-hathi-2022 195 10 scores score NOUN bagga-hathi-2022 195 11 for for ADP bagga-hathi-2022 195 12 pages page NOUN bagga-hathi-2022 195 13 sampled sample VERB bagga-hathi-2022 195 14 from from ADP bagga-hathi-2022 195 15 1800 1800 NUM bagga-hathi-2022 195 16 to to ADP bagga-hathi-2022 195 17 1999 1999 NUM bagga-hathi-2022 195 18 . . PUNCT bagga-hathi-2022 196 1 the the DET bagga-hathi-2022 196 2 left left ADJ bagga-hathi-2022 196 3 column column NOUN bagga-hathi-2022 196 4 corresponds correspond VERB bagga-hathi-2022 196 5 to to ADP bagga-hathi-2022 196 6 the the DET bagga-hathi-2022 196 7 dataset dataset NOUN bagga-hathi-2022 196 8 derived derive VERB bagga-hathi-2022 196 9 from from ADP bagga-hathi-2022 196 10 underwood underwood PROPN bagga-hathi-2022 196 11 et et PROPN bagga-hathi-2022 196 12 al al PROPN bagga-hathi-2022 196 13 . . PUNCT bagga-hathi-2022 197 1 ( ( PUNCT bagga-hathi-2022 197 2 2020 2020 NUM bagga-hathi-2022 197 3 ) ) PUNCT bagga-hathi-2022 197 4 and and CCONJ bagga-hathi-2022 197 5 the the DET bagga-hathi-2022 197 6 right right ADJ bagga-hathi-2022 197 7 column column NOUN bagga-hathi-2022 197 8 corresponds correspond VERB bagga-hathi-2022 197 9 to to ADP bagga-hathi-2022 197 10 our our PRON bagga-hathi-2022 197 11 hathi1 hathi1 ADJ bagga-hathi-2022 197 12 m m NOUN bagga-hathi-2022 197 13 fiction fiction NOUN bagga-hathi-2022 197 14 data datum NOUN bagga-hathi-2022 197 15 . . PUNCT bagga-hathi-2022 197 16 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 198 1 9bagga 9bagga NUM bagga-hathi-2022 198 2 and and CCONJ bagga-hathi-2022 198 3 piper piper NOUN bagga-hathi-2022 198 4 journal journal NOUN bagga-hathi-2022 198 5 of of ADP bagga-hathi-2022 198 6 open open ADJ bagga-hathi-2022 198 7 humanities humanity NOUN bagga-hathi-2022 198 8 data datum NOUN bagga-hathi-2022 198 9 doi doi PROPN bagga-hathi-2022 198 10 : : PUNCT bagga-hathi-2022 198 11 10.5334 10.5334 NUM bagga-hathi-2022 198 12 / / SYM bagga-hathi-2022 198 13 johd.71 johd.71 VERB bagga-hathi-2022 198 14 the the DET bagga-hathi-2022 198 15 limitations limitation NOUN bagga-hathi-2022 198 16 of of ADP bagga-hathi-2022 198 17 archives archive NOUN bagga-hathi-2022 198 18 . . PUNCT bagga-hathi-2022 199 1 an an DET bagga-hathi-2022 199 2 important important ADJ bagga-hathi-2022 199 3 limitation limitation NOUN bagga-hathi-2022 199 4 to to PART bagga-hathi-2022 199 5 highlight highlight VERB bagga-hathi-2022 199 6 for for ADP bagga-hathi-2022 199 7 future future ADJ bagga-hathi-2022 199 8 research research NOUN bagga-hathi-2022 199 9 is be AUX bagga-hathi-2022 199 10 that that SCONJ bagga-hathi-2022 199 11 while while SCONJ bagga-hathi-2022 199 12 we we PRON bagga-hathi-2022 199 13 have have AUX bagga-hathi-2022 199 14 attempted attempt VERB bagga-hathi-2022 199 15 to to PART bagga-hathi-2022 199 16 generate generate VERB bagga-hathi-2022 199 17 random random ADJ bagga-hathi-2022 199 18 samples sample NOUN bagga-hathi-2022 199 19 of of ADP bagga-hathi-2022 199 20 pages page NOUN bagga-hathi-2022 199 21 from from ADP bagga-hathi-2022 199 22 within within ADP bagga-hathi-2022 199 23 the the DET bagga-hathi-2022 199 24 hathi hathi NOUN bagga-hathi-2022 199 25 trust trust NOUN bagga-hathi-2022 199 26 digital digital ADJ bagga-hathi-2022 199 27 library library NOUN bagga-hathi-2022 199 28 , , PUNCT bagga-hathi-2022 199 29 heritage heritage NOUN bagga-hathi-2022 199 30 collections collection NOUN bagga-hathi-2022 199 31 and and CCONJ bagga-hathi-2022 199 32 historical historical ADJ bagga-hathi-2022 199 33 archives archive NOUN bagga-hathi-2022 199 34 such such ADJ bagga-hathi-2022 199 35 as as ADP bagga-hathi-2022 199 36 hathi hathi NOUN bagga-hathi-2022 199 37 are be AUX bagga-hathi-2022 199 38 not not PART bagga-hathi-2022 199 39 unbiased unbiased ADJ bagga-hathi-2022 199 40 representations representation NOUN bagga-hathi-2022 199 41 of of ADP bagga-hathi-2022 199 42 the the DET bagga-hathi-2022 199 43 past past NOUN bagga-hathi-2022 199 44 . . PUNCT bagga-hathi-2022 200 1 the the DET bagga-hathi-2022 200 2 documents document NOUN bagga-hathi-2022 200 3 contained contain VERB bagga-hathi-2022 200 4 within within ADP bagga-hathi-2022 200 5 even even ADV bagga-hathi-2022 200 6 seemingly seemingly ADV bagga-hathi-2022 200 7 massive massive ADJ bagga-hathi-2022 200 8 digital digital ADJ bagga-hathi-2022 200 9 collections collection NOUN bagga-hathi-2022 200 10 are be AUX bagga-hathi-2022 200 11 subject subject ADJ bagga-hathi-2022 200 12 to to ADP bagga-hathi-2022 200 13 curatorial curatorial ADJ bagga-hathi-2022 200 14 and and CCONJ bagga-hathi-2022 200 15 digitization digitization NOUN bagga-hathi-2022 200 16 pressures pressure NOUN bagga-hathi-2022 200 17 that that PRON bagga-hathi-2022 200 18 potentially potentially ADV bagga-hathi-2022 200 19 impact impact VERB bagga-hathi-2022 200 20 our our PRON bagga-hathi-2022 200 21 understanding understanding NOUN bagga-hathi-2022 200 22 of of ADP bagga-hathi-2022 200 23 the the DET bagga-hathi-2022 200 24 past past NOUN bagga-hathi-2022 200 25 . . PUNCT bagga-hathi-2022 201 1 future future ADJ bagga-hathi-2022 201 2 work work NOUN bagga-hathi-2022 201 3 will will AUX bagga-hathi-2022 201 4 want want VERB bagga-hathi-2022 201 5 to to PART bagga-hathi-2022 201 6 continue continue VERB bagga-hathi-2022 201 7 to to PART bagga-hathi-2022 201 8 understand understand VERB bagga-hathi-2022 201 9 , , PUNCT bagga-hathi-2022 201 10 where where SCONJ bagga-hathi-2022 201 11 possible possible ADJ bagga-hathi-2022 201 12 , , PUNCT bagga-hathi-2022 201 13 the the DET bagga-hathi-2022 201 14 relationship relationship NOUN bagga-hathi-2022 201 15 between between ADP bagga-hathi-2022 201 16 the the DET bagga-hathi-2022 201 17 stylistic stylistic ADJ bagga-hathi-2022 201 18 representations representation NOUN bagga-hathi-2022 201 19 observed observe VERB bagga-hathi-2022 201 20 and and CCONJ bagga-hathi-2022 201 21 their their PRON bagga-hathi-2022 201 22 relationship relationship NOUN bagga-hathi-2022 201 23 to to ADP bagga-hathi-2022 201 24 the the DET bagga-hathi-2022 201 25 biases bias NOUN bagga-hathi-2022 201 26 introduced introduce VERB bagga-hathi-2022 201 27 by by ADP bagga-hathi-2022 201 28 different different ADJ bagga-hathi-2022 201 29 curatorial curatorial ADJ bagga-hathi-2022 201 30 systems system NOUN bagga-hathi-2022 201 31 . . PUNCT bagga-hathi-2022 202 1 beyond beyond ADP bagga-hathi-2022 202 2 fiction fiction NOUN bagga-hathi-2022 202 3 and and CCONJ bagga-hathi-2022 202 4 non non NOUN bagga-hathi-2022 202 5 - - NOUN bagga-hathi-2022 202 6 fiction fiction ADJ bagga-hathi-2022 202 7 . . PUNCT bagga-hathi-2022 203 1 while while SCONJ bagga-hathi-2022 203 2 we we PRON bagga-hathi-2022 203 3 provide provide VERB bagga-hathi-2022 203 4 a a DET bagga-hathi-2022 203 5 larger large ADJ bagga-hathi-2022 203 6 framework framework NOUN bagga-hathi-2022 203 7 for for ADP bagga-hathi-2022 203 8 comparative comparative ADJ bagga-hathi-2022 203 9 analysis analysis NOUN bagga-hathi-2022 203 10 across across ADP bagga-hathi-2022 203 11 two two NUM bagga-hathi-2022 203 12 major major ADJ bagga-hathi-2022 203 13 modes mode NOUN bagga-hathi-2022 203 14 of of ADP bagga-hathi-2022 203 15 writing writing NOUN bagga-hathi-2022 203 16 , , PUNCT bagga-hathi-2022 203 17 future future ADJ bagga-hathi-2022 203 18 work work NOUN bagga-hathi-2022 203 19 will will AUX bagga-hathi-2022 203 20 want want VERB bagga-hathi-2022 203 21 to to PART bagga-hathi-2022 203 22 concentrate concentrate VERB bagga-hathi-2022 203 23 on on ADP bagga-hathi-2022 203 24 the the DET bagga-hathi-2022 203 25 annotation annotation NOUN bagga-hathi-2022 203 26 of of ADP bagga-hathi-2022 203 27 further further ADJ bagga-hathi-2022 203 28 modes mode NOUN bagga-hathi-2022 203 29 of of ADP bagga-hathi-2022 203 30 writing writing NOUN bagga-hathi-2022 203 31 . . PUNCT bagga-hathi-2022 204 1 for for ADP bagga-hathi-2022 204 2 example example NOUN bagga-hathi-2022 204 3 , , PUNCT bagga-hathi-2022 204 4 non non NOUN bagga-hathi-2022 204 5 - - NOUN bagga-hathi-2022 204 6 fiction fiction NOUN bagga-hathi-2022 204 7 is be AUX bagga-hathi-2022 204 8 an an DET bagga-hathi-2022 204 9 amalgam amalgam NOUN bagga-hathi-2022 204 10 of of ADP bagga-hathi-2022 204 11 a a DET bagga-hathi-2022 204 12 broadly broadly ADV bagga-hathi-2022 204 13 heterogenous heterogenous ADJ bagga-hathi-2022 204 14 set set NOUN bagga-hathi-2022 204 15 of of ADP bagga-hathi-2022 204 16 writing writing NOUN bagga-hathi-2022 204 17 , , PUNCT bagga-hathi-2022 204 18 including include VERB bagga-hathi-2022 204 19 non non ADJ bagga-hathi-2022 204 20 - - ADJ bagga-hathi-2022 204 21 fictional fictional ADJ bagga-hathi-2022 204 22 narrative narrative NOUN bagga-hathi-2022 204 23 ( ( PUNCT bagga-hathi-2022 204 24 memoirs memoir NOUN bagga-hathi-2022 204 25 and and CCONJ bagga-hathi-2022 204 26 biographies biography NOUN bagga-hathi-2022 204 27 ) ) PUNCT bagga-hathi-2022 204 28 , , PUNCT bagga-hathi-2022 204 29 descriptive descriptive ADJ bagga-hathi-2022 204 30 writing writing NOUN bagga-hathi-2022 204 31 ( ( PUNCT bagga-hathi-2022 204 32 travel travel NOUN bagga-hathi-2022 204 33 writing writing NOUN bagga-hathi-2022 204 34 ) ) PUNCT bagga-hathi-2022 204 35 , , PUNCT bagga-hathi-2022 204 36 and and CCONJ bagga-hathi-2022 204 37 argumentative argumentative NOUN bagga-hathi-2022 204 38 or or CCONJ bagga-hathi-2022 204 39 expository expository NOUN bagga-hathi-2022 204 40 writing write VERB bagga-hathi-2022 204 41 ( ( PUNCT bagga-hathi-2022 204 42 scientific scientific ADJ bagga-hathi-2022 204 43 reports report NOUN bagga-hathi-2022 204 44 ) ) PUNCT bagga-hathi-2022 204 45 . . PUNCT bagga-hathi-2022 205 1 similarly similarly ADV bagga-hathi-2022 205 2 , , PUNCT bagga-hathi-2022 205 3 “ " PUNCT bagga-hathi-2022 205 4 fiction fiction NOUN bagga-hathi-2022 205 5 ” " PUNCT bagga-hathi-2022 205 6 incorporates incorporate VERB bagga-hathi-2022 205 7 many many ADJ bagga-hathi-2022 205 8 different different ADJ bagga-hathi-2022 205 9 kinds kind NOUN bagga-hathi-2022 205 10 of of ADP bagga-hathi-2022 205 11 genres genre NOUN bagga-hathi-2022 205 12 that that PRON bagga-hathi-2022 205 13 could could AUX bagga-hathi-2022 205 14 be be AUX bagga-hathi-2022 205 15 further far ADV bagga-hathi-2022 205 16 specified specify VERB bagga-hathi-2022 205 17 in in ADP bagga-hathi-2022 205 18 the the DET bagga-hathi-2022 205 19 data datum NOUN bagga-hathi-2022 205 20 and and CCONJ bagga-hathi-2022 205 21 that that SCONJ bagga-hathi-2022 205 22 we we PRON bagga-hathi-2022 205 23 assume assume VERB bagga-hathi-2022 205 24 exhibit exhibit VERB bagga-hathi-2022 205 25 meaningful meaningful ADJ bagga-hathi-2022 205 26 stylistic stylistic ADJ bagga-hathi-2022 205 27 differences difference NOUN bagga-hathi-2022 205 28 . . PUNCT bagga-hathi-2022 206 1 beyond beyond ADP bagga-hathi-2022 206 2 english english PROPN bagga-hathi-2022 206 3 . . PUNCT bagga-hathi-2022 207 1 recent recent ADJ bagga-hathi-2022 207 2 work work NOUN bagga-hathi-2022 207 3 has have AUX bagga-hathi-2022 207 4 highlighted highlight VERB bagga-hathi-2022 207 5 the the DET bagga-hathi-2022 207 6 need need NOUN bagga-hathi-2022 207 7 to to PART bagga-hathi-2022 207 8 move move VERB bagga-hathi-2022 207 9 beyond beyond ADP bagga-hathi-2022 207 10 largely largely ADV bagga-hathi-2022 207 11 anglophone anglophone ADJ bagga-hathi-2022 207 12 representations representation NOUN bagga-hathi-2022 207 13 of of ADP bagga-hathi-2022 207 14 cultural cultural ADJ bagga-hathi-2022 207 15 practices practice NOUN bagga-hathi-2022 207 16 using use VERB bagga-hathi-2022 207 17 computational computational ADJ bagga-hathi-2022 207 18 methods method NOUN bagga-hathi-2022 207 19 ( ( PUNCT bagga-hathi-2022 207 20 gil gil PROPN bagga-hathi-2022 207 21 & & CCONJ bagga-hathi-2022 207 22 ortega ortega PROPN bagga-hathi-2022 207 23 , , PUNCT bagga-hathi-2022 207 24 2016 2016 NUM bagga-hathi-2022 207 25 ) ) PUNCT bagga-hathi-2022 207 26 . . PUNCT bagga-hathi-2022 208 1 one one NUM bagga-hathi-2022 208 2 major major ADJ bagga-hathi-2022 208 3 opportunity opportunity NOUN bagga-hathi-2022 208 4 we we PRON bagga-hathi-2022 208 5 see see VERB bagga-hathi-2022 208 6 is be AUX bagga-hathi-2022 208 7 the the DET bagga-hathi-2022 208 8 use use NOUN bagga-hathi-2022 208 9 of of ADP bagga-hathi-2022 208 10 our our PRON bagga-hathi-2022 208 11 data datum NOUN bagga-hathi-2022 208 12 to to PART bagga-hathi-2022 208 13 further further VERB bagga-hathi-2022 208 14 the the DET bagga-hathi-2022 208 15 detection detection NOUN bagga-hathi-2022 208 16 of of ADP bagga-hathi-2022 208 17 non non ADJ bagga-hathi-2022 208 18 - - ADJ bagga-hathi-2022 208 19 english english ADJ bagga-hathi-2022 208 20 collections collection NOUN bagga-hathi-2022 208 21 within within ADP bagga-hathi-2022 208 22 digital digital ADJ bagga-hathi-2022 208 23 heritage heritage NOUN bagga-hathi-2022 208 24 collections collection NOUN bagga-hathi-2022 208 25 . . PUNCT bagga-hathi-2022 209 1 recent recent ADJ bagga-hathi-2022 209 2 advances advance NOUN bagga-hathi-2022 209 3 in in ADP bagga-hathi-2022 209 4 multi multi ADJ bagga-hathi-2022 209 5 - - ADJ bagga-hathi-2022 209 6 lingual lingual ADJ bagga-hathi-2022 209 7 classification classification NOUN bagga-hathi-2022 209 8 suggest suggest VERB bagga-hathi-2022 209 9 that that SCONJ bagga-hathi-2022 209 10 collections collection NOUN bagga-hathi-2022 209 11 such such ADJ bagga-hathi-2022 209 12 as as ADP bagga-hathi-2022 209 13 ours our NOUN bagga-hathi-2022 209 14 can can AUX bagga-hathi-2022 209 15 serve serve VERB bagga-hathi-2022 209 16 as as ADP bagga-hathi-2022 209 17 reliable reliable ADJ bagga-hathi-2022 209 18 training training NOUN bagga-hathi-2022 209 19 data datum NOUN bagga-hathi-2022 209 20 for for ADP bagga-hathi-2022 209 21 the the DET bagga-hathi-2022 209 22 detection detection NOUN bagga-hathi-2022 209 23 of of ADP bagga-hathi-2022 209 24 similar similar ADJ bagga-hathi-2022 209 25 classes class NOUN bagga-hathi-2022 209 26 across across ADP bagga-hathi-2022 209 27 numerous numerous ADJ bagga-hathi-2022 209 28 languages language NOUN bagga-hathi-2022 209 29 ( ( PUNCT bagga-hathi-2022 209 30 conneau conneau PROPN bagga-hathi-2022 209 31 et et PROPN bagga-hathi-2022 209 32 al al PROPN bagga-hathi-2022 209 33 . . PROPN bagga-hathi-2022 209 34 , , PUNCT bagga-hathi-2022 209 35 2020 2020 NUM bagga-hathi-2022 209 36 ) ) PUNCT bagga-hathi-2022 209 37 . . PUNCT bagga-hathi-2022 210 1 while while SCONJ bagga-hathi-2022 210 2 such such ADJ bagga-hathi-2022 210 3 work work NOUN bagga-hathi-2022 210 4 requires require VERB bagga-hathi-2022 210 5 computing compute VERB bagga-hathi-2022 210 6 resources resource NOUN bagga-hathi-2022 210 7 that that PRON bagga-hathi-2022 210 8 exceed exceed VERB bagga-hathi-2022 210 9 current current ADJ bagga-hathi-2022 210 10 capacities capacity NOUN bagga-hathi-2022 210 11 , , PUNCT bagga-hathi-2022 210 12 we we PRON bagga-hathi-2022 210 13 look look VERB bagga-hathi-2022 210 14 forward forward ADV bagga-hathi-2022 210 15 to to ADP bagga-hathi-2022 210 16 finding find VERB bagga-hathi-2022 210 17 future future ADJ bagga-hathi-2022 210 18 solutions solution NOUN bagga-hathi-2022 210 19 to to PART bagga-hathi-2022 210 20 generate generate VERB bagga-hathi-2022 210 21 multi multi ADJ bagga-hathi-2022 210 22 - - ADJ bagga-hathi-2022 210 23 lingual lingual ADJ bagga-hathi-2022 210 24 prose prose NOUN bagga-hathi-2022 210 25 datasets dataset NOUN bagga-hathi-2022 210 26 for for ADP bagga-hathi-2022 210 27 further further ADJ bagga-hathi-2022 210 28 cross cross ADJ bagga-hathi-2022 210 29 - - ADJ bagga-hathi-2022 210 30 cultural cultural ADJ bagga-hathi-2022 210 31 research research NOUN bagga-hathi-2022 210 32 . . PUNCT bagga-hathi-2022 211 1 additional additional ADJ bagga-hathi-2022 211 2 file file NOUN bagga-hathi-2022 211 3 the the DET bagga-hathi-2022 211 4 files file NOUN bagga-hathi-2022 211 5 for for ADP bagga-hathi-2022 211 6 metadata metadata NOUN bagga-hathi-2022 211 7 and and CCONJ bagga-hathi-2022 211 8 the the DET bagga-hathi-2022 211 9 enriched enrich VERB bagga-hathi-2022 211 10 - - PUNCT bagga-hathi-2022 211 11 feature feature NOUN bagga-hathi-2022 211 12 set set NOUN bagga-hathi-2022 211 13 for for ADP bagga-hathi-2022 211 14 fiction fiction NOUN bagga-hathi-2022 211 15 and and CCONJ bagga-hathi-2022 211 16 non non NOUN bagga-hathi-2022 211 17 - - ADJ bagga-hathi-2022 211 18 fiction fiction NOUN bagga-hathi-2022 211 19 have have AUX bagga-hathi-2022 211 20 been be AUX bagga-hathi-2022 211 21 uploaded upload VERB bagga-hathi-2022 211 22 to to ADP bagga-hathi-2022 211 23 the the DET bagga-hathi-2022 211 24 journal journal NOUN bagga-hathi-2022 211 25 of of ADP bagga-hathi-2022 211 26 open open ADJ bagga-hathi-2022 211 27 humanities humanity NOUN bagga-hathi-2022 211 28 data datum NOUN bagga-hathi-2022 211 29 dataverse dataverse NOUN bagga-hathi-2022 211 30 . . PUNCT bagga-hathi-2022 212 1 it it PRON bagga-hathi-2022 212 2 can can AUX bagga-hathi-2022 212 3 be be AUX bagga-hathi-2022 212 4 accessed access VERB bagga-hathi-2022 212 5 at at ADP bagga-hathi-2022 212 6 https://doi https://doi PROPN bagga-hathi-2022 212 7 . . PUNCT bagga-hathi-2022 213 1 org/10.7910 org/10.7910 NOUN bagga-hathi-2022 213 2 / / SYM bagga-hathi-2022 213 3 dvn dvn PROPN bagga-hathi-2022 213 4 / / SYM bagga-hathi-2022 213 5 hakkua hakkua PROPN bagga-hathi-2022 213 6 . . PUNCT bagga-hathi-2022 214 1 funding funding NOUN bagga-hathi-2022 214 2 statement statement NOUN bagga-hathi-2022 214 3 this this DET bagga-hathi-2022 214 4 work work NOUN bagga-hathi-2022 214 5 is be AUX bagga-hathi-2022 214 6 supported support VERB bagga-hathi-2022 214 7 by by ADP bagga-hathi-2022 214 8 funding fund VERB bagga-hathi-2022 214 9 from from ADP bagga-hathi-2022 214 10 the the DET bagga-hathi-2022 214 11 social social ADJ bagga-hathi-2022 214 12 sciences sciences PROPN bagga-hathi-2022 214 13 and and CCONJ bagga-hathi-2022 214 14 humanities humanity NOUN bagga-hathi-2022 214 15 research research PROPN bagga-hathi-2022 214 16 council council PROPN bagga-hathi-2022 214 17 of of ADP bagga-hathi-2022 214 18 canada canada PROPN bagga-hathi-2022 214 19 ( ( PUNCT bagga-hathi-2022 214 20 895 895 NUM bagga-hathi-2022 214 21 - - SYM bagga-hathi-2022 214 22 2013 2013 NUM bagga-hathi-2022 214 23 - - SYM bagga-hathi-2022 214 24 1011 1011 NUM bagga-hathi-2022 214 25 ) ) PUNCT bagga-hathi-2022 214 26 . . PUNCT bagga-hathi-2022 215 1 competing compete VERB bagga-hathi-2022 215 2 interests interest NOUN bagga-hathi-2022 215 3 the the DET bagga-hathi-2022 215 4 authors author NOUN bagga-hathi-2022 215 5 have have VERB bagga-hathi-2022 215 6 no no DET bagga-hathi-2022 215 7 competing compete VERB bagga-hathi-2022 215 8 interests interest NOUN bagga-hathi-2022 215 9 to to PART bagga-hathi-2022 215 10 declare declare VERB bagga-hathi-2022 215 11 . . PUNCT bagga-hathi-2022 216 1 author author NOUN bagga-hathi-2022 216 2 contributions contribution NOUN bagga-hathi-2022 216 3 sunyam sunyam PROPN bagga-hathi-2022 216 4 bagga bagga PROPN bagga-hathi-2022 216 5 : : PUNCT bagga-hathi-2022 216 6 data datum NOUN bagga-hathi-2022 216 7 curation curation NOUN bagga-hathi-2022 216 8 , , PUNCT bagga-hathi-2022 216 9 investigation investigation NOUN bagga-hathi-2022 216 10 , , PUNCT bagga-hathi-2022 216 11 writing writing NOUN bagga-hathi-2022 216 12 ; ; PUNCT bagga-hathi-2022 216 13 andrew andrew PROPN bagga-hathi-2022 216 14 piper piper PROPN bagga-hathi-2022 216 15 : : PUNCT bagga-hathi-2022 216 16 conceptualization conceptualization NOUN bagga-hathi-2022 216 17 , , PUNCT bagga-hathi-2022 216 18 methodology methodology NOUN bagga-hathi-2022 216 19 , , PUNCT bagga-hathi-2022 216 20 writing writing NOUN bagga-hathi-2022 216 21 . . PUNCT bagga-hathi-2022 217 1 author author NOUN bagga-hathi-2022 217 2 affiliations affiliations PROPN bagga-hathi-2022 217 3 sunyam sunyam PROPN bagga-hathi-2022 217 4 bagga bagga PROPN bagga-hathi-2022 217 5 orcid.org/0000-0001-6994-2192 orcid.org/0000-0001-6994-2192 PROPN bagga-hathi-2022 217 6 txtlab txtlab PROPN bagga-hathi-2022 217 7 , , PUNCT bagga-hathi-2022 217 8 mcgill mcgill PROPN bagga-hathi-2022 217 9 university university PROPN bagga-hathi-2022 217 10 , , PUNCT bagga-hathi-2022 217 11 montreal montreal PROPN bagga-hathi-2022 217 12 , , PUNCT bagga-hathi-2022 217 13 canada canada PROPN bagga-hathi-2022 217 14 andrew andrew PROPN bagga-hathi-2022 217 15 piper piper PROPN bagga-hathi-2022 217 16 orcid.org/0000-0001-9663-5999 orcid.org/0000-0001-9663-5999 PROPN bagga-hathi-2022 217 17 txtlab txtlab PROPN bagga-hathi-2022 217 18 , , PUNCT bagga-hathi-2022 217 19 mcgill mcgill PROPN bagga-hathi-2022 217 20 university university PROPN bagga-hathi-2022 217 21 , , PUNCT bagga-hathi-2022 217 22 montreal montreal PROPN bagga-hathi-2022 217 23 , , PUNCT bagga-hathi-2022 217 24 canada canada PROPN bagga-hathi-2022 217 25 references references PROPN bagga-hathi-2022 217 26 bamman bamman PROPN bagga-hathi-2022 217 27 , , PUNCT bagga-hathi-2022 217 28 d. d. PROPN bagga-hathi-2022 217 29 , , PUNCT bagga-hathi-2022 217 30 underwood underwood PROPN bagga-hathi-2022 217 31 , , PUNCT bagga-hathi-2022 217 32 t. t. PROPN bagga-hathi-2022 217 33 , , PUNCT bagga-hathi-2022 217 34 & & CCONJ bagga-hathi-2022 217 35 smith smith PROPN bagga-hathi-2022 217 36 , , PUNCT bagga-hathi-2022 217 37 n. n. PROPN bagga-hathi-2022 217 38 a. a. PROPN bagga-hathi-2022 217 39 ( ( PUNCT bagga-hathi-2022 217 40 2014 2014 NUM bagga-hathi-2022 217 41 ) ) PUNCT bagga-hathi-2022 217 42 . . PUNCT bagga-hathi-2022 218 1 a a DET bagga-hathi-2022 218 2 bayesian bayesian NOUN bagga-hathi-2022 218 3 mixed mixed ADJ bagga-hathi-2022 218 4 effects effect NOUN bagga-hathi-2022 218 5 model model NOUN bagga-hathi-2022 218 6 of of ADP bagga-hathi-2022 218 7 literary literary ADJ bagga-hathi-2022 218 8 character character NOUN bagga-hathi-2022 218 9 . . PUNCT bagga-hathi-2022 219 1 in in ADP bagga-hathi-2022 219 2 proceedings proceeding NOUN bagga-hathi-2022 219 3 of of ADP bagga-hathi-2022 219 4 the the DET bagga-hathi-2022 219 5 52nd 52nd ADJ bagga-hathi-2022 219 6 annual annual ADJ bagga-hathi-2022 219 7 meeting meeting NOUN bagga-hathi-2022 219 8 of of ADP bagga-hathi-2022 219 9 the the DET bagga-hathi-2022 219 10 association association NOUN bagga-hathi-2022 219 11 for for ADP bagga-hathi-2022 219 12 computational computational ADJ bagga-hathi-2022 219 13 linguistics linguistics PROPN bagga-hathi-2022 219 14 ( ( PUNCT bagga-hathi-2022 219 15 volume volume NOUN bagga-hathi-2022 219 16 1 1 NUM bagga-hathi-2022 219 17 : : PUNCT bagga-hathi-2022 219 18 long long ADJ bagga-hathi-2022 219 19 papers paper NOUN bagga-hathi-2022 219 20 ) ) PUNCT bagga-hathi-2022 219 21 ( ( PUNCT bagga-hathi-2022 219 22 pp pp ADV bagga-hathi-2022 219 23 . . PUNCT bagga-hathi-2022 220 1 370–379 370–379 NUM bagga-hathi-2022 220 2 ) ) PUNCT bagga-hathi-2022 220 3 . . PUNCT bagga-hathi-2022 221 1 doi doi PROPN bagga-hathi-2022 221 2 : : PUNCT bagga-hathi-2022 221 3 https://doi.org/10.3115/v1/p14-1035 https://doi.org/10.3115/v1/p14-1035 PROPN bagga-hathi-2022 221 4 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 222 1 https://doi.org/10.7910/dvn/hakkua https://doi.org/10.7910/dvn/hakkua PROPN bagga-hathi-2022 222 2 https://doi.org/10.7910/dvn/hakkua https://doi.org/10.7910/dvn/hakkua PROPN bagga-hathi-2022 223 1 https://orcid.org/0000-0001-6994-2192 https://orcid.org/0000-0001-6994-2192 NOUN bagga-hathi-2022 223 2 https://orcid.org/0000-0001-6994-2192 https://orcid.org/0000-0001-6994-2192 PROPN bagga-hathi-2022 223 3 https://orcid.org/0000-0001-9663-5999 https://orcid.org/0000-0001-9663-5999 PROPN bagga-hathi-2022 223 4 https://orcid.org/0000-0001-9663-5999 https://orcid.org/0000-0001-9663-5999 PROPN bagga-hathi-2022 223 5 https://doi.org/10.3115/v1/p14-1035 https://doi.org/10.3115/v1/p14-1035 PROPN bagga-hathi-2022 223 6 10bagga 10bagga NUM bagga-hathi-2022 223 7 and and CCONJ bagga-hathi-2022 223 8 piper piper NOUN bagga-hathi-2022 223 9 journal journal NOUN bagga-hathi-2022 223 10 of of ADP bagga-hathi-2022 223 11 open open ADJ bagga-hathi-2022 223 12 humanities humanity NOUN bagga-hathi-2022 223 13 data datum NOUN bagga-hathi-2022 223 14 doi doi PROPN bagga-hathi-2022 223 15 : : PUNCT bagga-hathi-2022 223 16 10.5334 10.5334 NUM bagga-hathi-2022 223 17 / / SYM bagga-hathi-2022 223 18 johd.71 johd.71 NOUN bagga-hathi-2022 223 19 to to PART bagga-hathi-2022 223 20 cite cite VERB bagga-hathi-2022 223 21 this this DET bagga-hathi-2022 223 22 article article NOUN bagga-hathi-2022 223 23 : : PUNCT bagga-hathi-2022 223 24 bagga bagga PROPN bagga-hathi-2022 223 25 , , PUNCT bagga-hathi-2022 223 26 s. s. PROPN bagga-hathi-2022 223 27 , , PUNCT bagga-hathi-2022 223 28 & & CCONJ bagga-hathi-2022 223 29 piper piper PROPN bagga-hathi-2022 223 30 , , PUNCT bagga-hathi-2022 223 31 a. a. NOUN bagga-hathi-2022 223 32 ( ( PUNCT bagga-hathi-2022 223 33 2022 2022 NUM bagga-hathi-2022 223 34 ) ) PUNCT bagga-hathi-2022 223 35 . . PUNCT bagga-hathi-2022 224 1 hathi hathi NOUN bagga-hathi-2022 224 2 1 1 NUM bagga-hathi-2022 224 3 m m PRON bagga-hathi-2022 224 4 : : PUNCT bagga-hathi-2022 224 5 introducing introduce VERB bagga-hathi-2022 224 6 a a DET bagga-hathi-2022 224 7 million million NUM bagga-hathi-2022 224 8 page page NOUN bagga-hathi-2022 224 9 historical historical ADJ bagga-hathi-2022 224 10 prose prose NOUN bagga-hathi-2022 224 11 dataset dataset NOUN bagga-hathi-2022 224 12 in in ADP bagga-hathi-2022 224 13 english english PROPN bagga-hathi-2022 224 14 from from ADP bagga-hathi-2022 224 15 the the DET bagga-hathi-2022 224 16 hathi hathi NOUN bagga-hathi-2022 224 17 trust trust NOUN bagga-hathi-2022 224 18 . . PUNCT bagga-hathi-2022 225 1 journal journal PROPN bagga-hathi-2022 225 2 of of ADP bagga-hathi-2022 225 3 open open ADJ bagga-hathi-2022 225 4 humanities humanity NOUN bagga-hathi-2022 225 5 data datum NOUN bagga-hathi-2022 225 6 , , PUNCT bagga-hathi-2022 225 7 8 8 NUM bagga-hathi-2022 225 8 : : SYM bagga-hathi-2022 225 9 7 7 NUM bagga-hathi-2022 225 10 , , PUNCT bagga-hathi-2022 225 11 pp pp PROPN bagga-hathi-2022 225 12 . . PROPN bagga-hathi-2022 226 1 1–10 1–10 NUM bagga-hathi-2022 226 2 . . PUNCT bagga-hathi-2022 227 1 doi doi PROPN bagga-hathi-2022 227 2 : : PUNCT bagga-hathi-2022 227 3 https://doi https://doi X bagga-hathi-2022 227 4 . . PUNCT bagga-hathi-2022 228 1 org/10.5334 org/10.5334 PROPN bagga-hathi-2022 228 2 / / SYM bagga-hathi-2022 228 3 johd.71 johd.71 PROPN bagga-hathi-2022 228 4 published publish VERB bagga-hathi-2022 228 5 : : PUNCT bagga-hathi-2022 228 6 11 11 NUM bagga-hathi-2022 228 7 march march NOUN bagga-hathi-2022 228 8 2022 2022 NUM bagga-hathi-2022 228 9 copyright copyright NOUN bagga-hathi-2022 228 10 : : PUNCT bagga-hathi-2022 228 11 © © ADP bagga-hathi-2022 228 12 2022 2022 NUM bagga-hathi-2022 228 13 the the DET bagga-hathi-2022 228 14 author(s author(s NOUN bagga-hathi-2022 228 15 ) ) PUNCT bagga-hathi-2022 228 16 . . PUNCT bagga-hathi-2022 229 1 this this PRON bagga-hathi-2022 229 2 is be AUX bagga-hathi-2022 229 3 an an DET bagga-hathi-2022 229 4 open open ADJ bagga-hathi-2022 229 5 - - PUNCT bagga-hathi-2022 229 6 access access NOUN bagga-hathi-2022 229 7 article article NOUN bagga-hathi-2022 229 8 distributed distribute VERB bagga-hathi-2022 229 9 under under ADP bagga-hathi-2022 229 10 the the DET bagga-hathi-2022 229 11 terms term NOUN bagga-hathi-2022 229 12 of of ADP bagga-hathi-2022 229 13 the the DET bagga-hathi-2022 229 14 creative creative ADJ bagga-hathi-2022 229 15 commons commons ADJ bagga-hathi-2022 229 16 attribution attribution NOUN bagga-hathi-2022 229 17 4.0 4.0 NUM bagga-hathi-2022 229 18 international international ADJ bagga-hathi-2022 229 19 license license NOUN bagga-hathi-2022 229 20 ( ( PUNCT bagga-hathi-2022 229 21 cc cc NOUN bagga-hathi-2022 229 22 - - PUNCT bagga-hathi-2022 229 23 by by ADP bagga-hathi-2022 229 24 4.0 4.0 NUM bagga-hathi-2022 229 25 ) ) PUNCT bagga-hathi-2022 229 26 , , PUNCT bagga-hathi-2022 229 27 which which PRON bagga-hathi-2022 229 28 permits permit VERB bagga-hathi-2022 229 29 unrestricted unrestricted ADJ bagga-hathi-2022 229 30 use use NOUN bagga-hathi-2022 229 31 , , PUNCT bagga-hathi-2022 229 32 distribution distribution NOUN bagga-hathi-2022 229 33 , , PUNCT bagga-hathi-2022 229 34 and and CCONJ bagga-hathi-2022 229 35 reproduction reproduction NOUN bagga-hathi-2022 229 36 in in ADP bagga-hathi-2022 229 37 any any DET bagga-hathi-2022 229 38 medium medium NOUN bagga-hathi-2022 229 39 , , PUNCT bagga-hathi-2022 229 40 provided provide VERB bagga-hathi-2022 229 41 the the DET bagga-hathi-2022 229 42 original original ADJ bagga-hathi-2022 229 43 author author NOUN bagga-hathi-2022 229 44 and and CCONJ bagga-hathi-2022 229 45 source source NOUN bagga-hathi-2022 229 46 are be AUX bagga-hathi-2022 229 47 credited credit VERB bagga-hathi-2022 229 48 . . PUNCT bagga-hathi-2022 230 1 see see VERB bagga-hathi-2022 230 2 http://creativecommons.org/ http://creativecommons.org/ NOUN bagga-hathi-2022 230 3 licenses license NOUN bagga-hathi-2022 230 4 / / SYM bagga-hathi-2022 230 5 by/4.0/. by/4.0/. PROPN bagga-hathi-2022 230 6 journal journal NOUN bagga-hathi-2022 230 7 of of ADP bagga-hathi-2022 230 8 open open ADJ bagga-hathi-2022 230 9 humanities humanity NOUN bagga-hathi-2022 230 10 data datum NOUN bagga-hathi-2022 230 11 is be AUX bagga-hathi-2022 230 12 a a DET bagga-hathi-2022 230 13 peer peer NOUN bagga-hathi-2022 230 14 - - PUNCT bagga-hathi-2022 230 15 reviewed review VERB bagga-hathi-2022 230 16 open open ADJ bagga-hathi-2022 230 17 access access NOUN bagga-hathi-2022 230 18 journal journal NOUN bagga-hathi-2022 230 19 published publish VERB bagga-hathi-2022 230 20 by by ADP bagga-hathi-2022 230 21 ubiquity ubiquity NOUN bagga-hathi-2022 230 22 press press NOUN bagga-hathi-2022 230 23 . . PUNCT bagga-hathi-2022 231 1 bode bode ADJ bagga-hathi-2022 231 2 , , PUNCT bagga-hathi-2022 231 3 k. k. NOUN bagga-hathi-2022 231 4 ( ( PUNCT bagga-hathi-2022 231 5 2020 2020 NUM bagga-hathi-2022 231 6 ) ) PUNCT bagga-hathi-2022 231 7 . . PUNCT bagga-hathi-2022 232 1 why why SCONJ bagga-hathi-2022 232 2 you you PRON bagga-hathi-2022 232 3 ca can AUX bagga-hathi-2022 232 4 n’t not PART bagga-hathi-2022 232 5 model model VERB bagga-hathi-2022 232 6 away away ADP bagga-hathi-2022 232 7 bias bias NOUN bagga-hathi-2022 232 8 . . PUNCT bagga-hathi-2022 233 1 modern modern ADJ bagga-hathi-2022 233 2 language language NOUN bagga-hathi-2022 233 3 quarterly quarterly ADV bagga-hathi-2022 233 4 , , PUNCT bagga-hathi-2022 233 5 81(1 81(1 NUM bagga-hathi-2022 233 6 ) ) PUNCT bagga-hathi-2022 233 7 , , PUNCT bagga-hathi-2022 233 8 95–124 95–124 PROPN bagga-hathi-2022 233 9 . . PUNCT bagga-hathi-2022 233 10 doi doi PROPN bagga-hathi-2022 233 11 : : PUNCT bagga-hathi-2022 233 12 https:// https:// VERB bagga-hathi-2022 233 13 doi.org/10.1215/00267929-7933102 doi.org/10.1215/00267929-7933102 NOUN bagga-hathi-2022 233 14 conneau conneau NOUN bagga-hathi-2022 233 15 , , PUNCT bagga-hathi-2022 233 16 a. a. NOUN bagga-hathi-2022 233 17 , , PUNCT bagga-hathi-2022 233 18 khandelwal khandelwal PROPN bagga-hathi-2022 233 19 , , PUNCT bagga-hathi-2022 233 20 k. k. PROPN bagga-hathi-2022 233 21 , , PUNCT bagga-hathi-2022 233 22 goyal goyal PROPN bagga-hathi-2022 233 23 , , PUNCT bagga-hathi-2022 233 24 n. n. PROPN bagga-hathi-2022 233 25 , , PUNCT bagga-hathi-2022 233 26 chaudhary chaudhary PROPN bagga-hathi-2022 233 27 , , PUNCT bagga-hathi-2022 233 28 v. v. PROPN bagga-hathi-2022 233 29 , , PUNCT bagga-hathi-2022 233 30 wenzek wenzek PROPN bagga-hathi-2022 233 31 , , PUNCT bagga-hathi-2022 233 32 g. g. PROPN bagga-hathi-2022 233 33 , , PUNCT bagga-hathi-2022 233 34 guzmán guzmán PROPN bagga-hathi-2022 233 35 , , PUNCT bagga-hathi-2022 233 36 f. f. PROPN bagga-hathi-2022 233 37 , , PUNCT bagga-hathi-2022 233 38 et et PROPN bagga-hathi-2022 233 39 al al PROPN bagga-hathi-2022 233 40 . . PUNCT bagga-hathi-2022 234 1 ( ( PUNCT bagga-hathi-2022 234 2 2020 2020 NUM bagga-hathi-2022 234 3 ) ) PUNCT bagga-hathi-2022 234 4 . . PUNCT bagga-hathi-2022 235 1 unsupervised unsupervise VERB bagga-hathi-2022 235 2 cross cross ADJ bagga-hathi-2022 235 3 - - ADJ bagga-hathi-2022 235 4 lingual lingual ADJ bagga-hathi-2022 235 5 representation representation NOUN bagga-hathi-2022 235 6 learning learning NOUN bagga-hathi-2022 235 7 at at ADP bagga-hathi-2022 235 8 scale scale NOUN bagga-hathi-2022 235 9 . . PUNCT bagga-hathi-2022 236 1 in in ADP bagga-hathi-2022 236 2 proceedings proceeding NOUN bagga-hathi-2022 236 3 of of ADP bagga-hathi-2022 236 4 the the DET bagga-hathi-2022 236 5 58th 58th ADJ bagga-hathi-2022 236 6 annual annual ADJ bagga-hathi-2022 236 7 meeting meeting NOUN bagga-hathi-2022 236 8 of of ADP bagga-hathi-2022 236 9 the the DET bagga-hathi-2022 236 10 association association NOUN bagga-hathi-2022 236 11 for for ADP bagga-hathi-2022 236 12 computational computational ADJ bagga-hathi-2022 236 13 linguistics linguistics PROPN bagga-hathi-2022 236 14 ( ( PUNCT bagga-hathi-2022 236 15 pp pp INTJ bagga-hathi-2022 236 16 . . PUNCT bagga-hathi-2022 237 1 8440–8451 8440–8451 NUM bagga-hathi-2022 237 2 ) ) PUNCT bagga-hathi-2022 237 3 . . PUNCT bagga-hathi-2022 238 1 online online ADV bagga-hathi-2022 238 2 : : PUNCT bagga-hathi-2022 238 3 association association NOUN bagga-hathi-2022 238 4 for for ADP bagga-hathi-2022 238 5 computational computational PROPN bagga-hathi-2022 238 6 linguistics linguistics PROPN bagga-hathi-2022 238 7 . . PUNCT bagga-hathi-2022 239 1 retrieved retrieve VERB bagga-hathi-2022 239 2 from from ADP bagga-hathi-2022 239 3 https://aclanthology.org/2020.acl-main.747 https://aclanthology.org/2020.acl-main.747 PROPN bagga-hathi-2022 239 4 . . PUNCT bagga-hathi-2022 240 1 doi doi PROPN bagga-hathi-2022 240 2 : : PUNCT bagga-hathi-2022 240 3 https:// https:// PROPN bagga-hathi-2022 240 4 doi.org/10.18653/v1/2020.acl-main.747 doi.org/10.18653/v1/2020.acl-main.747 PROPN bagga-hathi-2022 240 5 foucault foucault NOUN bagga-hathi-2022 240 6 , , PUNCT bagga-hathi-2022 240 7 m. m. NOUN bagga-hathi-2022 240 8 ( ( PUNCT bagga-hathi-2022 240 9 2013 2013 NUM bagga-hathi-2022 240 10 ) ) PUNCT bagga-hathi-2022 240 11 . . PUNCT bagga-hathi-2022 241 1 archaeology archaeology NOUN bagga-hathi-2022 241 2 of of ADP bagga-hathi-2022 241 3 knowledge knowledge NOUN bagga-hathi-2022 241 4 . . PUNCT bagga-hathi-2022 242 1 london london PROPN bagga-hathi-2022 242 2 : : PUNCT bagga-hathi-2022 242 3 routledge routledge VERB bagga-hathi-2022 242 4 . . PUNCT bagga-hathi-2022 243 1 doi doi PROPN bagga-hathi-2022 243 2 : : PUNCT bagga-hathi-2022 243 3 https://doi https://doi PROPN bagga-hathi-2022 243 4 . . PUNCT bagga-hathi-2022 243 5 org/10.4324/9780203604168 org/10.4324/9780203604168 NOUN bagga-hathi-2022 243 6 fyfe fyfe ADJ bagga-hathi-2022 243 7 , , PUNCT bagga-hathi-2022 243 8 p. p. PROPN bagga-hathi-2022 243 9 , , PUNCT bagga-hathi-2022 243 10 & & CCONJ bagga-hathi-2022 243 11 ge ge PROPN bagga-hathi-2022 243 12 , , PUNCT bagga-hathi-2022 243 13 q. q. PROPN bagga-hathi-2022 243 14 ( ( PUNCT bagga-hathi-2022 243 15 2018 2018 NUM bagga-hathi-2022 243 16 ) ) PUNCT bagga-hathi-2022 243 17 . . PUNCT bagga-hathi-2022 244 1 image image NOUN bagga-hathi-2022 244 2 analytics analytic NOUN bagga-hathi-2022 244 3 and and CCONJ bagga-hathi-2022 244 4 the the DET bagga-hathi-2022 244 5 nineteenth nineteenth ADJ bagga-hathi-2022 244 6 - - PUNCT bagga-hathi-2022 244 7 century century NOUN bagga-hathi-2022 244 8 illustrated illustrated ADJ bagga-hathi-2022 244 9 newspaper newspaper NOUN bagga-hathi-2022 244 10 . . PUNCT bagga-hathi-2022 245 1 journal journal PROPN bagga-hathi-2022 245 2 of of ADP bagga-hathi-2022 245 3 cultural cultural ADJ bagga-hathi-2022 245 4 analytics analytic NOUN bagga-hathi-2022 245 5 , , PUNCT bagga-hathi-2022 245 6 1(2 1(2 NUM bagga-hathi-2022 245 7 ) ) PUNCT bagga-hathi-2022 245 8 , , PUNCT bagga-hathi-2022 245 9 11032 11032 NUM bagga-hathi-2022 245 10 . . PUNCT bagga-hathi-2022 246 1 doi doi PROPN bagga-hathi-2022 246 2 : : PUNCT bagga-hathi-2022 246 3 https://doi.org/10.22148/16.026 https://doi.org/10.22148/16.026 PROPN bagga-hathi-2022 246 4 gil gil PROPN bagga-hathi-2022 246 5 , , PUNCT bagga-hathi-2022 246 6 a. a. PROPN bagga-hathi-2022 246 7 , , PUNCT bagga-hathi-2022 246 8 & & CCONJ bagga-hathi-2022 246 9 ortega ortega PROPN bagga-hathi-2022 246 10 , , PUNCT bagga-hathi-2022 246 11 é é PROPN bagga-hathi-2022 246 12 . . PUNCT bagga-hathi-2022 246 13 ( ( PUNCT bagga-hathi-2022 246 14 2016 2016 NUM bagga-hathi-2022 246 15 ) ) PUNCT bagga-hathi-2022 246 16 . . PUNCT bagga-hathi-2022 247 1 global global ADJ bagga-hathi-2022 247 2 outlooks outlook NOUN bagga-hathi-2022 247 3 in in ADP bagga-hathi-2022 247 4 digital digital ADJ bagga-hathi-2022 247 5 humanities humanity NOUN bagga-hathi-2022 247 6 : : PUNCT bagga-hathi-2022 247 7 multilingual multilingual ADJ bagga-hathi-2022 247 8 practices practice NOUN bagga-hathi-2022 247 9 and and CCONJ bagga-hathi-2022 247 10 minimal minimal ADJ bagga-hathi-2022 247 11 computing computing NOUN bagga-hathi-2022 247 12 . . PUNCT bagga-hathi-2022 248 1 in in ADP bagga-hathi-2022 248 2 doing do VERB bagga-hathi-2022 248 3 digital digital ADJ bagga-hathi-2022 248 4 humanities humanity NOUN bagga-hathi-2022 248 5 ( ( PUNCT bagga-hathi-2022 248 6 pp pp ADV bagga-hathi-2022 248 7 . . PUNCT bagga-hathi-2022 249 1 58–70 58–70 NUM bagga-hathi-2022 249 2 ) ) PUNCT bagga-hathi-2022 249 3 . . PUNCT bagga-hathi-2022 250 1 routledge routledge NOUN bagga-hathi-2022 250 2 . . PUNCT bagga-hathi-2022 251 1 hutto hutto PROPN bagga-hathi-2022 251 2 , , PUNCT bagga-hathi-2022 251 3 c. c. PROPN bagga-hathi-2022 251 4 , , PUNCT bagga-hathi-2022 251 5 & & CCONJ bagga-hathi-2022 251 6 gilbert gilbert PROPN bagga-hathi-2022 251 7 , , PUNCT bagga-hathi-2022 251 8 e. e. PROPN bagga-hathi-2022 251 9 ( ( PUNCT bagga-hathi-2022 251 10 2014 2014 NUM bagga-hathi-2022 251 11 ) ) PUNCT bagga-hathi-2022 251 12 . . PUNCT bagga-hathi-2022 252 1 vader vader NOUN bagga-hathi-2022 252 2 : : PUNCT bagga-hathi-2022 252 3 a a DET bagga-hathi-2022 252 4 parsimonious parsimonious ADJ bagga-hathi-2022 252 5 rule rule NOUN bagga-hathi-2022 252 6 - - PUNCT bagga-hathi-2022 252 7 based base VERB bagga-hathi-2022 252 8 model model NOUN bagga-hathi-2022 252 9 for for ADP bagga-hathi-2022 252 10 sentiment sentiment NOUN bagga-hathi-2022 252 11 analysis analysis NOUN bagga-hathi-2022 252 12 of of ADP bagga-hathi-2022 252 13 social social ADJ bagga-hathi-2022 252 14 media medium NOUN bagga-hathi-2022 252 15 text text NOUN bagga-hathi-2022 252 16 . . PUNCT bagga-hathi-2022 253 1 retrieved retrieve VERB bagga-hathi-2022 253 2 from from ADP bagga-hathi-2022 253 3 https://www.aaai.org/ocs/index.php/icwsm/icwsm14/paper/view/8109 https://www.aaai.org/ocs/index.php/icwsm/icwsm14/paper/view/8109 ADJ bagga-hathi-2022 253 4 joachims joachim NOUN bagga-hathi-2022 253 5 , , PUNCT bagga-hathi-2022 253 6 t. t. NOUN bagga-hathi-2022 253 7 ( ( PUNCT bagga-hathi-2022 253 8 1998 1998 NUM bagga-hathi-2022 253 9 ) ) PUNCT bagga-hathi-2022 253 10 . . PUNCT bagga-hathi-2022 254 1 text text NOUN bagga-hathi-2022 254 2 categorization categorization NOUN bagga-hathi-2022 254 3 with with ADP bagga-hathi-2022 254 4 support support NOUN bagga-hathi-2022 254 5 vector vector NOUN bagga-hathi-2022 254 6 machines machine NOUN bagga-hathi-2022 254 7 : : PUNCT bagga-hathi-2022 254 8 learning learn VERB bagga-hathi-2022 254 9 with with ADP bagga-hathi-2022 254 10 many many ADJ bagga-hathi-2022 254 11 relevant relevant ADJ bagga-hathi-2022 254 12 features feature NOUN bagga-hathi-2022 254 13 . . PUNCT bagga-hathi-2022 255 1 in in ADP bagga-hathi-2022 255 2 european european PROPN bagga-hathi-2022 255 3 conference conference NOUN bagga-hathi-2022 255 4 on on ADP bagga-hathi-2022 255 5 machine machine NOUN bagga-hathi-2022 255 6 learning learning NOUN bagga-hathi-2022 255 7 ( ( PUNCT bagga-hathi-2022 255 8 ecml ecml NOUN bagga-hathi-2022 255 9 ) ) PUNCT bagga-hathi-2022 255 10 ( ( PUNCT bagga-hathi-2022 255 11 pp pp ADV bagga-hathi-2022 255 12 . . PUNCT bagga-hathi-2022 256 1 137–142 137–142 NUM bagga-hathi-2022 256 2 ) ) PUNCT bagga-hathi-2022 256 3 . . PUNCT bagga-hathi-2022 257 1 berlin berlin PROPN bagga-hathi-2022 257 2 : : PUNCT bagga-hathi-2022 257 3 springer springer PROPN bagga-hathi-2022 257 4 . . PUNCT bagga-hathi-2022 258 1 doi doi PROPN bagga-hathi-2022 258 2 : : PUNCT bagga-hathi-2022 258 3 https://doi.org/10.1007/bfb0026683 https://doi.org/10.1007/bfb0026683 PROPN bagga-hathi-2022 258 4 koselleck koselleck PROPN bagga-hathi-2022 258 5 , , PUNCT bagga-hathi-2022 258 6 r. r. PROPN bagga-hathi-2022 258 7 ( ( PUNCT bagga-hathi-2022 258 8 2004 2004 NUM bagga-hathi-2022 258 9 ) ) PUNCT bagga-hathi-2022 258 10 . . PUNCT bagga-hathi-2022 259 1 futures future NOUN bagga-hathi-2022 259 2 past past VERB bagga-hathi-2022 259 3 : : PUNCT bagga-hathi-2022 259 4 on on ADP bagga-hathi-2022 259 5 the the DET bagga-hathi-2022 259 6 semantics semantic NOUN bagga-hathi-2022 259 7 of of ADP bagga-hathi-2022 259 8 historical historical ADJ bagga-hathi-2022 259 9 time time NOUN bagga-hathi-2022 259 10 . . PUNCT bagga-hathi-2022 260 1 columbia columbia PROPN bagga-hathi-2022 260 2 university university PROPN bagga-hathi-2022 260 3 press press PROPN bagga-hathi-2022 260 4 . . PUNCT bagga-hathi-2022 261 1 luhmann luhmann PROPN bagga-hathi-2022 261 2 , , PUNCT bagga-hathi-2022 261 3 n. n. PROPN bagga-hathi-2022 261 4 ( ( PUNCT bagga-hathi-2022 261 5 1995 1995 NUM bagga-hathi-2022 261 6 ) ) PUNCT bagga-hathi-2022 261 7 . . PUNCT bagga-hathi-2022 262 1 social social ADJ bagga-hathi-2022 262 2 systems systems PROPN bagga-hathi-2022 262 3 . . PUNCT bagga-hathi-2022 263 1 stanford stanford PROPN bagga-hathi-2022 263 2 : : PUNCT bagga-hathi-2022 263 3 stanford stanford PROPN bagga-hathi-2022 263 4 university university PROPN bagga-hathi-2022 263 5 press press PROPN bagga-hathi-2022 263 6 . . PUNCT bagga-hathi-2022 264 1 mak mak PROPN bagga-hathi-2022 264 2 , , PUNCT bagga-hathi-2022 264 3 b. b. PROPN bagga-hathi-2022 264 4 ( ( PUNCT bagga-hathi-2022 264 5 2011 2011 NUM bagga-hathi-2022 264 6 ) ) PUNCT bagga-hathi-2022 264 7 . . PUNCT bagga-hathi-2022 265 1 how how SCONJ bagga-hathi-2022 265 2 the the DET bagga-hathi-2022 265 3 page page NOUN bagga-hathi-2022 265 4 matters matter VERB bagga-hathi-2022 265 5 . . PUNCT bagga-hathi-2022 266 1 toronto toronto PROPN bagga-hathi-2022 266 2 : : PUNCT bagga-hathi-2022 266 3 university university PROPN bagga-hathi-2022 266 4 of of ADP bagga-hathi-2022 266 5 toronto toronto PROPN bagga-hathi-2022 266 6 press press PROPN bagga-hathi-2022 266 7 . . PUNCT bagga-hathi-2022 267 1 mohammad mohammad PROPN bagga-hathi-2022 267 2 , , PUNCT bagga-hathi-2022 267 3 s. s. PROPN bagga-hathi-2022 267 4 m. m. PROPN bagga-hathi-2022 267 5 , , PUNCT bagga-hathi-2022 267 6 & & CCONJ bagga-hathi-2022 267 7 turney turney PROPN bagga-hathi-2022 267 8 , , PUNCT bagga-hathi-2022 267 9 p. p. PROPN bagga-hathi-2022 267 10 d. d. PROPN bagga-hathi-2022 267 11 ( ( PUNCT bagga-hathi-2022 267 12 2013 2013 NUM bagga-hathi-2022 267 13 ) ) PUNCT bagga-hathi-2022 267 14 . . PUNCT bagga-hathi-2022 268 1 crowdsourcing crowdsource VERB bagga-hathi-2022 268 2 a a DET bagga-hathi-2022 268 3 word word NOUN bagga-hathi-2022 268 4 - - PUNCT bagga-hathi-2022 268 5 emotion emotion NOUN bagga-hathi-2022 268 6 association association NOUN bagga-hathi-2022 268 7 lexicon lexicon NOUN bagga-hathi-2022 268 8 . . PUNCT bagga-hathi-2022 269 1 computational computational ADJ bagga-hathi-2022 269 2 intelligence intelligence NOUN bagga-hathi-2022 269 3 , , PUNCT bagga-hathi-2022 269 4 29(3 29(3 NUM bagga-hathi-2022 269 5 ) ) PUNCT bagga-hathi-2022 269 6 , , PUNCT bagga-hathi-2022 269 7 436–465 436–465 NUM bagga-hathi-2022 269 8 . . PUNCT bagga-hathi-2022 270 1 doi doi PROPN bagga-hathi-2022 270 2 : : PUNCT bagga-hathi-2022 270 3 https://doi.org/10.1111/j.1467-8640.2012.00460.x https://doi.org/10.1111/j.1467-8640.2012.00460.x PROPN bagga-hathi-2022 270 4 organisciak organisciak PROPN bagga-hathi-2022 270 5 , , PUNCT bagga-hathi-2022 270 6 p. p. NOUN bagga-hathi-2022 270 7 , , PUNCT bagga-hathi-2022 270 8 schmidt schmidt PROPN bagga-hathi-2022 270 9 , , PUNCT bagga-hathi-2022 270 10 b. b. PROPN bagga-hathi-2022 270 11 m. m. PROPN bagga-hathi-2022 270 12 , , PUNCT bagga-hathi-2022 270 13 & & CCONJ bagga-hathi-2022 270 14 downie downie PROPN bagga-hathi-2022 270 15 , , PUNCT bagga-hathi-2022 270 16 j. j. PROPN bagga-hathi-2022 270 17 s. s. PROPN bagga-hathi-2022 270 18 ( ( PUNCT bagga-hathi-2022 270 19 2022 2022 NUM bagga-hathi-2022 270 20 ) ) PUNCT bagga-hathi-2022 270 21 . . PUNCT bagga-hathi-2022 271 1 giving give VERB bagga-hathi-2022 271 2 shape shape NOUN bagga-hathi-2022 271 3 to to ADP bagga-hathi-2022 271 4 large large ADJ bagga-hathi-2022 271 5 digital digital ADJ bagga-hathi-2022 271 6 libraries library NOUN bagga-hathi-2022 271 7 through through ADP bagga-hathi-2022 271 8 exploratory exploratory ADJ bagga-hathi-2022 271 9 data datum NOUN bagga-hathi-2022 271 10 analysis analysis NOUN bagga-hathi-2022 271 11 . . PUNCT bagga-hathi-2022 272 1 journal journal NOUN bagga-hathi-2022 272 2 of of ADP bagga-hathi-2022 272 3 the the DET bagga-hathi-2022 272 4 association association NOUN bagga-hathi-2022 272 5 for for ADP bagga-hathi-2022 272 6 information information NOUN bagga-hathi-2022 272 7 science science NOUN bagga-hathi-2022 272 8 and and CCONJ bagga-hathi-2022 272 9 technology technology NOUN bagga-hathi-2022 272 10 , , PUNCT bagga-hathi-2022 272 11 73(2 73(2 NUM bagga-hathi-2022 272 12 ) ) PUNCT bagga-hathi-2022 272 13 , , PUNCT bagga-hathi-2022 272 14 317–332 317–332 NUM bagga-hathi-2022 272 15 . . PUNCT bagga-hathi-2022 272 16 retrieved retrieve VERB bagga-hathi-2022 272 17 from from ADP bagga-hathi-2022 272 18 https://asistdl.onlinelibrary.wiley.com/doi/abs/10.1002/asi.24547 https://asistdl.onlinelibrary.wiley.com/doi/abs/10.1002/asi.24547 PROPN bagga-hathi-2022 272 19 . . PROPN bagga-hathi-2022 272 20 doi doi PROPN bagga-hathi-2022 272 21 : : PUNCT bagga-hathi-2022 272 22 https://doi.org/10.1002/asi.24547 https://doi.org/10.1002/asi.24547 PROPN bagga-hathi-2022 272 23 piper piper NOUN bagga-hathi-2022 272 24 , , PUNCT bagga-hathi-2022 272 25 a. a. PROPN bagga-hathi-2022 272 26 , , PUNCT bagga-hathi-2022 272 27 wellmon wellmon PROPN bagga-hathi-2022 272 28 , , PUNCT bagga-hathi-2022 272 29 c. c. PROPN bagga-hathi-2022 272 30 , , PUNCT bagga-hathi-2022 272 31 & & CCONJ bagga-hathi-2022 272 32 cheriet cheriet PROPN bagga-hathi-2022 272 33 , , PUNCT bagga-hathi-2022 272 34 m. m. NOUN bagga-hathi-2022 272 35 ( ( PUNCT bagga-hathi-2022 272 36 2020 2020 NUM bagga-hathi-2022 272 37 ) ) PUNCT bagga-hathi-2022 272 38 . . PUNCT bagga-hathi-2022 273 1 the the DET bagga-hathi-2022 273 2 page page NOUN bagga-hathi-2022 273 3 image image NOUN bagga-hathi-2022 273 4 : : PUNCT bagga-hathi-2022 273 5 towards towards ADP bagga-hathi-2022 273 6 a a DET bagga-hathi-2022 273 7 visual visual ADJ bagga-hathi-2022 273 8 history history NOUN bagga-hathi-2022 273 9 of of ADP bagga-hathi-2022 273 10 digital digital ADJ bagga-hathi-2022 273 11 documents document NOUN bagga-hathi-2022 273 12 . . PUNCT bagga-hathi-2022 274 1 book book NOUN bagga-hathi-2022 274 2 history history NOUN bagga-hathi-2022 274 3 , , PUNCT bagga-hathi-2022 274 4 23(1 23(1 NUM bagga-hathi-2022 274 5 ) ) PUNCT bagga-hathi-2022 274 6 , , PUNCT bagga-hathi-2022 274 7 365–397 365–397 NUM bagga-hathi-2022 274 8 . . PUNCT bagga-hathi-2022 275 1 doi doi PROPN bagga-hathi-2022 275 2 : : PUNCT bagga-hathi-2022 275 3 https://doi.org/10.1353/bh.2020.0010 https://doi.org/10.1353/bh.2020.0010 PROPN bagga-hathi-2022 275 4 schmidt schmidt PROPN bagga-hathi-2022 275 5 , , PUNCT bagga-hathi-2022 275 6 b. b. PROPN bagga-hathi-2022 275 7 ( ( PUNCT bagga-hathi-2022 275 8 2018 2018 NUM bagga-hathi-2022 275 9 ) ) PUNCT bagga-hathi-2022 275 10 . . PUNCT bagga-hathi-2022 276 1 stable stable ADJ bagga-hathi-2022 276 2 random random ADJ bagga-hathi-2022 276 3 projection projection NOUN bagga-hathi-2022 276 4 : : PUNCT bagga-hathi-2022 276 5 lightweight lightweight ADJ bagga-hathi-2022 276 6 , , PUNCT bagga-hathi-2022 276 7 general general ADJ bagga-hathi-2022 276 8 - - PUNCT bagga-hathi-2022 276 9 purpose purpose NOUN bagga-hathi-2022 276 10 dimensionality dimensionality NOUN bagga-hathi-2022 276 11 reduction reduction NOUN bagga-hathi-2022 276 12 for for ADP bagga-hathi-2022 276 13 digitized digitized ADJ bagga-hathi-2022 276 14 libraries library NOUN bagga-hathi-2022 276 15 . . PUNCT bagga-hathi-2022 277 1 journal journal PROPN bagga-hathi-2022 277 2 of of ADP bagga-hathi-2022 277 3 cultural cultural ADJ bagga-hathi-2022 277 4 analytics analytic NOUN bagga-hathi-2022 277 5 , , PUNCT bagga-hathi-2022 277 6 3(1 3(1 NUM bagga-hathi-2022 277 7 ) ) PUNCT bagga-hathi-2022 277 8 . . PUNCT bagga-hathi-2022 278 1 doi doi PROPN bagga-hathi-2022 278 2 : : PUNCT bagga-hathi-2022 278 3 https://doi.org/10.22148/16.025 https://doi.org/10.22148/16.025 PROPN bagga-hathi-2022 278 4 underwood underwood NOUN bagga-hathi-2022 278 5 , , PUNCT bagga-hathi-2022 278 6 t. t. PROPN bagga-hathi-2022 278 7 ( ( PUNCT bagga-hathi-2022 278 8 2019 2019 NUM bagga-hathi-2022 278 9 ) ) PUNCT bagga-hathi-2022 278 10 . . PUNCT bagga-hathi-2022 279 1 distant distant ADJ bagga-hathi-2022 279 2 horizons horizon NOUN bagga-hathi-2022 279 3 : : PUNCT bagga-hathi-2022 279 4 digital digital ADJ bagga-hathi-2022 279 5 evidence evidence NOUN bagga-hathi-2022 279 6 and and CCONJ bagga-hathi-2022 279 7 literary literary ADJ bagga-hathi-2022 279 8 change change NOUN bagga-hathi-2022 279 9 . . PUNCT bagga-hathi-2022 280 1 chicago chicago PROPN bagga-hathi-2022 280 2 : : PUNCT bagga-hathi-2022 280 3 university university PROPN bagga-hathi-2022 280 4 of of ADP bagga-hathi-2022 280 5 chicago chicago PROPN bagga-hathi-2022 280 6 press press PROPN bagga-hathi-2022 280 7 . . PUNCT bagga-hathi-2022 281 1 doi doi PROPN bagga-hathi-2022 281 2 : : PUNCT bagga-hathi-2022 281 3 https://doi.org/10.7208/chicago/9780226612973.001.0001 https://doi.org/10.7208/chicago/9780226612973.001.0001 PROPN bagga-hathi-2022 281 4 underwood underwood PROPN bagga-hathi-2022 281 5 , , PUNCT bagga-hathi-2022 281 6 t. t. PROPN bagga-hathi-2022 281 7 , , PUNCT bagga-hathi-2022 281 8 kimutis kimutis PROPN bagga-hathi-2022 281 9 , , PUNCT bagga-hathi-2022 281 10 p. p. PROPN bagga-hathi-2022 281 11 , , PUNCT bagga-hathi-2022 281 12 & & CCONJ bagga-hathi-2022 281 13 witte witte PROPN bagga-hathi-2022 281 14 , , PUNCT bagga-hathi-2022 281 15 j. j. PROPN bagga-hathi-2022 281 16 ( ( PUNCT bagga-hathi-2022 281 17 2020 2020 NUM bagga-hathi-2022 281 18 ) ) PUNCT bagga-hathi-2022 281 19 . . PUNCT bagga-hathi-2022 282 1 noveltm noveltm PROPN bagga-hathi-2022 282 2 datasets dataset NOUN bagga-hathi-2022 282 3 for for ADP bagga-hathi-2022 282 4 english english ADJ bagga-hathi-2022 282 5 - - PUNCT bagga-hathi-2022 282 6 language language NOUN bagga-hathi-2022 282 7 fiction fiction NOUN bagga-hathi-2022 282 8 , , PUNCT bagga-hathi-2022 282 9 1700 1700 NUM bagga-hathi-2022 282 10 – – PUNCT bagga-hathi-2022 282 11 2009 2009 NUM bagga-hathi-2022 282 12 . . PUNCT bagga-hathi-2022 283 1 journal journal PROPN bagga-hathi-2022 283 2 of of ADP bagga-hathi-2022 283 3 cultural cultural ADJ bagga-hathi-2022 283 4 analytics analytic NOUN bagga-hathi-2022 283 5 , , PUNCT bagga-hathi-2022 283 6 5(2 5(2 NUM bagga-hathi-2022 283 7 ) ) PUNCT bagga-hathi-2022 283 8 . . PUNCT bagga-hathi-2022 284 1 doi doi PROPN bagga-hathi-2022 284 2 : : PUNCT bagga-hathi-2022 284 3 https://doi.org/10.22148/001c.13147 https://doi.org/10.22148/001c.13147 PROPN bagga-hathi-2022 284 4 wilkens wilken NOUN bagga-hathi-2022 284 5 , , PUNCT bagga-hathi-2022 284 6 m. m. NOUN bagga-hathi-2022 284 7 ( ( PUNCT bagga-hathi-2022 284 8 2021 2021 NUM bagga-hathi-2022 284 9 ) ) PUNCT bagga-hathi-2022 284 10 . . PUNCT bagga-hathi-2022 285 1 too too ADV bagga-hathi-2022 285 2 isolated isolated ADJ bagga-hathi-2022 285 3 , , PUNCT bagga-hathi-2022 285 4 too too ADV bagga-hathi-2022 285 5 insular insular ADJ bagga-hathi-2022 285 6 : : PUNCT bagga-hathi-2022 285 7 american american PROPN bagga-hathi-2022 285 8 literature literature PROPN bagga-hathi-2022 285 9 and and CCONJ bagga-hathi-2022 285 10 the the DET bagga-hathi-2022 285 11 world world NOUN bagga-hathi-2022 285 12 . . PUNCT bagga-hathi-2022 286 1 journal journal PROPN bagga-hathi-2022 286 2 of of ADP bagga-hathi-2022 286 3 cultural cultural ADJ bagga-hathi-2022 286 4 analytics analytic NOUN bagga-hathi-2022 286 5 , , PUNCT bagga-hathi-2022 286 6 6(3 6(3 NOUN bagga-hathi-2022 286 7 ) ) PUNCT bagga-hathi-2022 286 8 . . PUNCT bagga-hathi-2022 287 1 doi doi PROPN bagga-hathi-2022 287 2 : : PUNCT bagga-hathi-2022 287 3 https://doi.org/10.22148/001c.25273 https://doi.org/10.22148/001c.25273 X bagga-hathi-2022 287 4 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 287 5 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 287 6 https://doi.org/10.5334/johd.71 https://doi.org/10.5334/johd.71 PUNCT bagga-hathi-2022 288 1 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ PROPN bagga-hathi-2022 288 2 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ NOUN bagga-hathi-2022 288 3 https://doi.org/10.1215/00267929-7933102 https://doi.org/10.1215/00267929-7933102 PROPN bagga-hathi-2022 288 4 https://doi.org/10.1215/00267929-7933102 https://doi.org/10.1215/00267929-7933102 PROPN bagga-hathi-2022 288 5 https://aclanthology.org/2020.acl-main.747 https://aclanthology.org/2020.acl-main.747 PROPN bagga-hathi-2022 288 6 https://doi.org/10.18653/v1/2020.acl-main.747 https://doi.org/10.18653/v1/2020.acl-main.747 NOUN bagga-hathi-2022 288 7 https://doi.org/10.18653/v1/2020.acl-main.747 https://doi.org/10.18653/v1/2020.acl-main.747 NOUN bagga-hathi-2022 288 8 https://doi.org/10.4324/9780203604168 https://doi.org/10.4324/9780203604168 X bagga-hathi-2022 288 9 https://doi.org/10.4324/9780203604168 https://doi.org/10.4324/9780203604168 X bagga-hathi-2022 288 10 https://doi.org/10.22148/16.026 https://doi.org/10.22148/16.026 X bagga-hathi-2022 289 1 https://www.aaai.org/ocs/index.php/icwsm/icwsm14/paper/view/8109 https://www.aaai.org/ocs/index.php/icwsm/icwsm14/paper/view/8109 ADJ bagga-hathi-2022 289 2 https://doi.org/10.1007/bfb0026683 https://doi.org/10.1007/bfb0026683 NOUN bagga-hathi-2022 289 3 https://doi.org/10.1111/j.1467-8640.2012.00460.x https://doi.org/10.1111/j.1467-8640.2012.00460.x VERB bagga-hathi-2022 289 4 https://asistdl.onlinelibrary.wiley.com/doi/abs/10.1002/asi.24547 https://asistdl.onlinelibrary.wiley.com/doi/abs/10.1002/asi.24547 X bagga-hathi-2022 290 1 https://doi.org/10.1002/asi.24547 https://doi.org/10.1002/asi.24547 PROPN bagga-hathi-2022 290 2 https://doi.org/10.1353/bh.2020.0010 https://doi.org/10.1353/bh.2020.0010 PROPN bagga-hathi-2022 291 1 https://doi.org/10.22148/16.025 https://doi.org/10.22148/16.025 PRON bagga-hathi-2022 291 2 https://doi.org/10.7208/chicago/9780226612973.001.0001 https://doi.org/10.7208/chicago/9780226612973.001.0001 NOUN bagga-hathi-2022 292 1 https://doi.org/10.22148/001c.13147 https://doi.org/10.22148/001c.13147 X bagga-hathi-2022 293 1 https://doi.org/10.22148/001c.25273 https://doi.org/10.22148/001c.25273 X