id sid tid token lemma pos cord-104169-2sbc1guz 1 1 key key JJ cord-104169-2sbc1guz 1 2 : : : cord-104169-2sbc1guz 1 3 cord-104169 cord-104169 VB cord-104169-2sbc1guz 1 4 - - HYPH cord-104169-2sbc1guz 1 5 2sbc1guz 2sbc1guz CD cord-104169-2sbc1guz 1 6 authors author NNS cord-104169-2sbc1guz 1 7 : : : cord-104169-2sbc1guz 1 8 Satish Satish NNP cord-104169-2sbc1guz 1 9 , , , cord-104169-2sbc1guz 1 10 Swarup Swarup NNP cord-104169-2sbc1guz 1 11 ; ; : cord-104169-2sbc1guz 1 12 Yao Yao NNP cord-104169-2sbc1guz 1 13 , , , cord-104169-2sbc1guz 1 14 Zonghai Zonghai NNP cord-104169-2sbc1guz 1 15 ; ; : cord-104169-2sbc1guz 1 16 Drozdov Drozdov NNP cord-104169-2sbc1guz 1 17 , , , cord-104169-2sbc1guz 1 18 Andrew Andrew NNP cord-104169-2sbc1guz 1 19 ; ; : cord-104169-2sbc1guz 1 20 Veytsman Veytsman NNP cord-104169-2sbc1guz 1 21 , , , cord-104169-2sbc1guz 1 22 Boris Boris NNP cord-104169-2sbc1guz 1 23 title title NN cord-104169-2sbc1guz 1 24 : : : cord-104169-2sbc1guz 1 25 The the DT cord-104169-2sbc1guz 1 26 impact impact NN cord-104169-2sbc1guz 1 27 of of IN cord-104169-2sbc1guz 1 28 preprint preprint NN cord-104169-2sbc1guz 1 29 servers server NNS cord-104169-2sbc1guz 1 30 in in IN cord-104169-2sbc1guz 1 31 the the DT cord-104169-2sbc1guz 1 32 formation formation NN cord-104169-2sbc1guz 1 33 of of IN cord-104169-2sbc1guz 1 34 novel novel JJ cord-104169-2sbc1guz 1 35 ideas idea NNS cord-104169-2sbc1guz 1 36 date date NN cord-104169-2sbc1guz 1 37 : : : cord-104169-2sbc1guz 1 38 2020 2020 CD cord-104169-2sbc1guz 1 39 - - SYM cord-104169-2sbc1guz 1 40 10 10 CD cord-104169-2sbc1guz 1 41 - - HYPH cord-104169-2sbc1guz 1 42 08 08 CD cord-104169-2sbc1guz 1 43 journal journal NN cord-104169-2sbc1guz 1 44 : : : cord-104169-2sbc1guz 2 1 bioRxiv biorxiv IN cord-104169-2sbc1guz 2 2 DOI DOI NNP cord-104169-2sbc1guz 2 3 : : : cord-104169-2sbc1guz 3 1 10.1101/2020.10.08.330696 10.1101/2020.10.08.330696 NNP cord-104169-2sbc1guz 3 2 sha sha NNP cord-104169-2sbc1guz 3 3 : : : cord-104169-2sbc1guz 4 1 c6591952bb67180a9c031f2d88582debc1c66f1a c6591952bb67180a9c031f2d88582debc1c66f1a NNP cord-104169-2sbc1guz 4 2 doc_id doc_id CD cord-104169-2sbc1guz 4 3 : : : cord-104169-2sbc1guz 5 1 104169 104169 CD cord-104169-2sbc1guz 5 2 cord_uid cord_uid FW cord-104169-2sbc1guz 5 3 : : : cord-104169-2sbc1guz 6 1 2sbc1guz 2sbc1guz CD cord-104169-2sbc1guz 7 1 We -PRON- PRP cord-104169-2sbc1guz 7 2 study study VBP cord-104169-2sbc1guz 7 3 whether whether IN cord-104169-2sbc1guz 7 4 novel novel JJ cord-104169-2sbc1guz 7 5 ideas idea NNS cord-104169-2sbc1guz 7 6 in in IN cord-104169-2sbc1guz 7 7 biomedical biomedical JJ cord-104169-2sbc1guz 7 8 literature literature NN cord-104169-2sbc1guz 7 9 appear appear VBP cord-104169-2sbc1guz 7 10 first first RB cord-104169-2sbc1guz 7 11 in in IN cord-104169-2sbc1guz 7 12 preprints preprint NNS cord-104169-2sbc1guz 7 13 or or CC cord-104169-2sbc1guz 7 14 traditional traditional JJ cord-104169-2sbc1guz 7 15 journals journal NNS cord-104169-2sbc1guz 7 16 . . . cord-104169-2sbc1guz 8 1 We -PRON- PRP cord-104169-2sbc1guz 8 2 develop develop VBP cord-104169-2sbc1guz 8 3 a a DT cord-104169-2sbc1guz 8 4 Bayesian bayesian JJ cord-104169-2sbc1guz 8 5 method method NN cord-104169-2sbc1guz 8 6 to to TO cord-104169-2sbc1guz 8 7 estimate estimate VB cord-104169-2sbc1guz 8 8 the the DT cord-104169-2sbc1guz 8 9 time time NN cord-104169-2sbc1guz 8 10 of of IN cord-104169-2sbc1guz 8 11 appearance appearance NN cord-104169-2sbc1guz 8 12 for for IN cord-104169-2sbc1guz 8 13 a a DT cord-104169-2sbc1guz 8 14 phrase phrase NN cord-104169-2sbc1guz 8 15 in in IN cord-104169-2sbc1guz 8 16 the the DT cord-104169-2sbc1guz 8 17 literature literature NN cord-104169-2sbc1guz 8 18 , , , cord-104169-2sbc1guz 8 19 and and CC cord-104169-2sbc1guz 8 20 apply apply VB cord-104169-2sbc1guz 8 21 it -PRON- PRP cord-104169-2sbc1guz 8 22 to to IN cord-104169-2sbc1guz 8 23 a a DT cord-104169-2sbc1guz 8 24 number number NN cord-104169-2sbc1guz 8 25 of of IN cord-104169-2sbc1guz 8 26 phrases phrase NNS cord-104169-2sbc1guz 8 27 , , , cord-104169-2sbc1guz 8 28 both both DT cord-104169-2sbc1guz 8 29 automatically automatically RB cord-104169-2sbc1guz 8 30 extracted extract VBD cord-104169-2sbc1guz 8 31 and and CC cord-104169-2sbc1guz 8 32 suggested suggest VBN cord-104169-2sbc1guz 8 33 by by IN cord-104169-2sbc1guz 8 34 experts expert NNS cord-104169-2sbc1guz 8 35 . . . cord-104169-2sbc1guz 9 1 We -PRON- PRP cord-104169-2sbc1guz 9 2 see see VBP cord-104169-2sbc1guz 9 3 that that IN cord-104169-2sbc1guz 9 4 presently presently RB cord-104169-2sbc1guz 9 5 most most JJS cord-104169-2sbc1guz 9 6 phrases phrase NNS cord-104169-2sbc1guz 9 7 appear appear VBP cord-104169-2sbc1guz 9 8 first first RB cord-104169-2sbc1guz 9 9 in in IN cord-104169-2sbc1guz 9 10 the the DT cord-104169-2sbc1guz 9 11 traditional traditional JJ cord-104169-2sbc1guz 9 12 journals journal NNS cord-104169-2sbc1guz 9 13 , , , cord-104169-2sbc1guz 9 14 but but CC cord-104169-2sbc1guz 9 15 there there EX cord-104169-2sbc1guz 9 16 is be VBZ cord-104169-2sbc1guz 9 17 a a DT cord-104169-2sbc1guz 9 18 number number NN cord-104169-2sbc1guz 9 19 of of IN cord-104169-2sbc1guz 9 20 phrases phrase NNS cord-104169-2sbc1guz 9 21 with with IN cord-104169-2sbc1guz 9 22 the the DT cord-104169-2sbc1guz 9 23 first first JJ cord-104169-2sbc1guz 9 24 appearance appearance NN cord-104169-2sbc1guz 9 25 on on IN cord-104169-2sbc1guz 9 26 preprint preprint NN cord-104169-2sbc1guz 9 27 servers server NNS cord-104169-2sbc1guz 9 28 . . . cord-104169-2sbc1guz 10 1 A a DT cord-104169-2sbc1guz 10 2 comparison comparison NN cord-104169-2sbc1guz 10 3 of of IN cord-104169-2sbc1guz 10 4 the the DT cord-104169-2sbc1guz 10 5 general general JJ cord-104169-2sbc1guz 10 6 composition composition NN cord-104169-2sbc1guz 10 7 of of IN cord-104169-2sbc1guz 10 8 texts text NNS cord-104169-2sbc1guz 10 9 from from IN cord-104169-2sbc1guz 10 10 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 10 11 and and CC cord-104169-2sbc1guz 10 12 traditional traditional JJ cord-104169-2sbc1guz 10 13 journals journal NNS cord-104169-2sbc1guz 10 14 shows show VBZ cord-104169-2sbc1guz 10 15 a a DT cord-104169-2sbc1guz 10 16 growing grow VBG cord-104169-2sbc1guz 10 17 trend trend NN cord-104169-2sbc1guz 10 18 of of IN cord-104169-2sbc1guz 10 19 bioRxiv biorxiv DT cord-104169-2sbc1guz 10 20 being be VBG cord-104169-2sbc1guz 10 21 predictive predictive JJ cord-104169-2sbc1guz 10 22 of of IN cord-104169-2sbc1guz 10 23 traditional traditional JJ cord-104169-2sbc1guz 10 24 journals journal NNS cord-104169-2sbc1guz 10 25 . . . cord-104169-2sbc1guz 11 1 We -PRON- PRP cord-104169-2sbc1guz 11 2 discuss discuss VBP cord-104169-2sbc1guz 11 3 the the DT cord-104169-2sbc1guz 11 4 application application NN cord-104169-2sbc1guz 11 5 of of IN cord-104169-2sbc1guz 11 6 the the DT cord-104169-2sbc1guz 11 7 method method NN cord-104169-2sbc1guz 11 8 for for IN cord-104169-2sbc1guz 11 9 related related JJ cord-104169-2sbc1guz 11 10 problems problem NNS cord-104169-2sbc1guz 11 11 . . . cord-104169-2sbc1guz 12 1 A a DT cord-104169-2sbc1guz 12 2 paper paper NN cord-104169-2sbc1guz 12 3 submitted submit VBN cord-104169-2sbc1guz 12 4 to to IN cord-104169-2sbc1guz 12 5 a a DT cord-104169-2sbc1guz 12 6 journal journal NN cord-104169-2sbc1guz 12 7 goes go VBZ cord-104169-2sbc1guz 12 8 through through IN cord-104169-2sbc1guz 12 9 several several JJ cord-104169-2sbc1guz 12 10 stages stage NNS cord-104169-2sbc1guz 12 11 : : : cord-104169-2sbc1guz 12 12 peer peer NN cord-104169-2sbc1guz 12 13 review review NN cord-104169-2sbc1guz 12 14 , , , cord-104169-2sbc1guz 12 15 editorial editorial JJ cord-104169-2sbc1guz 12 16 work work NN cord-104169-2sbc1guz 12 17 , , , cord-104169-2sbc1guz 12 18 copyediting copyediting NN cord-104169-2sbc1guz 12 19 , , , cord-104169-2sbc1guz 12 20 publication publication NN cord-104169-2sbc1guz 12 21 . . . cord-104169-2sbc1guz 13 1 This this DT cord-104169-2sbc1guz 13 2 leads lead VBZ cord-104169-2sbc1guz 13 3 to to IN cord-104169-2sbc1guz 13 4 a a DT cord-104169-2sbc1guz 13 5 long long JJ cord-104169-2sbc1guz 13 6 waiting wait VBG cord-104169-2sbc1guz 13 7 time time NN cord-104169-2sbc1guz 13 8 between between IN cord-104169-2sbc1guz 13 9 submission submission NN cord-104169-2sbc1guz 13 10 and and CC cord-104169-2sbc1guz 13 11 the the DT cord-104169-2sbc1guz 13 12 final final JJ cord-104169-2sbc1guz 13 13 publication publication NN cord-104169-2sbc1guz 13 14 ( ( -LRB- cord-104169-2sbc1guz 13 15 Powell Powell NNP cord-104169-2sbc1guz 13 16 , , , cord-104169-2sbc1guz 13 17 2016 2016 CD cord-104169-2sbc1guz 13 18 ) ) -RRB- cord-104169-2sbc1guz 13 19 . . . cord-104169-2sbc1guz 14 1 The the DT cord-104169-2sbc1guz 14 2 situation situation NN cord-104169-2sbc1guz 14 3 is be VBZ cord-104169-2sbc1guz 14 4 especially especially RB cord-104169-2sbc1guz 14 5 bad bad JJ cord-104169-2sbc1guz 14 6 in in IN cord-104169-2sbc1guz 14 7 the the DT cord-104169-2sbc1guz 14 8 life life NN cord-104169-2sbc1guz 14 9 sciences science NNS cord-104169-2sbc1guz 14 10 , , , cord-104169-2sbc1guz 14 11 where where WRB cord-104169-2sbc1guz 14 12 the the DT cord-104169-2sbc1guz 14 13 waiting wait VBG cord-104169-2sbc1guz 14 14 time time NN cord-104169-2sbc1guz 14 15 between between IN cord-104169-2sbc1guz 14 16 submission submission NN cord-104169-2sbc1guz 14 17 and and CC cord-104169-2sbc1guz 14 18 publication publication NN cord-104169-2sbc1guz 14 19 approaches approach VBZ cord-104169-2sbc1guz 14 20 the the DT cord-104169-2sbc1guz 14 21 duration duration NN cord-104169-2sbc1guz 14 22 of of IN cord-104169-2sbc1guz 14 23 a a DT cord-104169-2sbc1guz 14 24 traditional traditional JJ cord-104169-2sbc1guz 14 25 PhD phd NN cord-104169-2sbc1guz 14 26 study study NN cord-104169-2sbc1guz 14 27 , , , cord-104169-2sbc1guz 14 28 creating create VBG cord-104169-2sbc1guz 14 29 serious serious JJ cord-104169-2sbc1guz 14 30 difficulties difficulty NNS cord-104169-2sbc1guz 14 31 for for IN cord-104169-2sbc1guz 14 32 young young JJ cord-104169-2sbc1guz 14 33 scientists scientist NNS cord-104169-2sbc1guz 14 34 ( ( -LRB- cord-104169-2sbc1guz 14 35 Vale Vale NNP cord-104169-2sbc1guz 14 36 , , , cord-104169-2sbc1guz 14 37 2015 2015 CD cord-104169-2sbc1guz 14 38 ) ) -RRB- cord-104169-2sbc1guz 14 39 . . . cord-104169-2sbc1guz 15 1 While while IN cord-104169-2sbc1guz 15 2 this this DT cord-104169-2sbc1guz 15 3 is be VBZ cord-104169-2sbc1guz 15 4 frustrating frustrating JJ cord-104169-2sbc1guz 15 5 for for IN cord-104169-2sbc1guz 15 6 scientists scientist NNS cord-104169-2sbc1guz 15 7 whose whose WP$ cord-104169-2sbc1guz 15 8 recognition recognition NN cord-104169-2sbc1guz 15 9 and and CC cord-104169-2sbc1guz 15 10 promotion promotion NN cord-104169-2sbc1guz 15 11 often often RB cord-104169-2sbc1guz 15 12 depend depend VBP cord-104169-2sbc1guz 15 13 on on IN cord-104169-2sbc1guz 15 14 the the DT cord-104169-2sbc1guz 15 15 publication publication NN cord-104169-2sbc1guz 15 16 record record NN cord-104169-2sbc1guz 15 17 , , , cord-104169-2sbc1guz 15 18 it -PRON- PRP cord-104169-2sbc1guz 15 19 is be VBZ cord-104169-2sbc1guz 15 20 also also RB cord-104169-2sbc1guz 15 21 bad bad JJ cord-104169-2sbc1guz 15 22 for for IN cord-104169-2sbc1guz 15 23 science science NN cord-104169-2sbc1guz 15 24 itself -PRON- PRP cord-104169-2sbc1guz 15 25 , , , cord-104169-2sbc1guz 15 26 significantly significantly RB cord-104169-2sbc1guz 15 27 slowing slow VBG cord-104169-2sbc1guz 15 28 down down RP cord-104169-2sbc1guz 15 29 its -PRON- PRP$ cord-104169-2sbc1guz 15 30 progress progress NN cord-104169-2sbc1guz 16 1 ( ( -LRB- cord-104169-2sbc1guz 16 2 Qunaj Qunaj NNP cord-104169-2sbc1guz 16 3 et et NNP cord-104169-2sbc1guz 16 4 al al NNP cord-104169-2sbc1guz 16 5 . . NNP cord-104169-2sbc1guz 16 6 , , , cord-104169-2sbc1guz 16 7 2018 2018 CD cord-104169-2sbc1guz 16 8 ) ) -RRB- cord-104169-2sbc1guz 16 9 . . . cord-104169-2sbc1guz 17 1 Preprint Preprint NNP cord-104169-2sbc1guz 17 2 servers server NNS cord-104169-2sbc1guz 17 3 were be VBD cord-104169-2sbc1guz 17 4 offered offer VBN cord-104169-2sbc1guz 17 5 as as IN cord-104169-2sbc1guz 17 6 a a DT cord-104169-2sbc1guz 17 7 means means NN cord-104169-2sbc1guz 17 8 of of IN cord-104169-2sbc1guz 17 9 accelerating accelerate VBG cord-104169-2sbc1guz 17 10 science science NN cord-104169-2sbc1guz 17 11 ( ( -LRB- cord-104169-2sbc1guz 17 12 Berg Berg NNP cord-104169-2sbc1guz 17 13 et et NNP cord-104169-2sbc1guz 17 14 al al NNP cord-104169-2sbc1guz 17 15 . . NNP cord-104169-2sbc1guz 17 16 , , , cord-104169-2sbc1guz 17 17 2016 2016 CD cord-104169-2sbc1guz 17 18 ; ; : cord-104169-2sbc1guz 17 19 Desjardins Desjardins NNP cord-104169-2sbc1guz 17 20 - - HYPH cord-104169-2sbc1guz 17 21 Proulx Proulx NNP cord-104169-2sbc1guz 17 22 et et FW cord-104169-2sbc1guz 17 23 al al NNP cord-104169-2sbc1guz 17 24 . . NNP cord-104169-2sbc1guz 17 25 , , , cord-104169-2sbc1guz 17 26 2013 2013 CD cord-104169-2sbc1guz 17 27 ; ; : cord-104169-2sbc1guz 17 28 Sarabipour Sarabipour NNP cord-104169-2sbc1guz 17 29 et et FW cord-104169-2sbc1guz 17 30 al al NNP cord-104169-2sbc1guz 17 31 . . . cord-104169-2sbc1guz 18 1 , , , cord-104169-2sbc1guz 18 2 2019 2019 CD cord-104169-2sbc1guz 18 3 ; ; : cord-104169-2sbc1guz 18 4 Schloss Schloss NNP cord-104169-2sbc1guz 18 5 , , , cord-104169-2sbc1guz 18 6 2017 2017 CD cord-104169-2sbc1guz 18 7 ; ; : cord-104169-2sbc1guz 18 8 Lauer Lauer NNP cord-104169-2sbc1guz 18 9 et et NNP cord-104169-2sbc1guz 18 10 al al NNP cord-104169-2sbc1guz 18 11 . . NNP cord-104169-2sbc1guz 18 12 , , , cord-104169-2sbc1guz 18 13 2015 2015 CD cord-104169-2sbc1guz 18 14 ; ; : cord-104169-2sbc1guz 18 15 Peiperl Peiperl NNP cord-104169-2sbc1guz 18 16 , , , cord-104169-2sbc1guz 18 17 2018 2018 CD cord-104169-2sbc1guz 18 18 ) ) -RRB- cord-104169-2sbc1guz 18 19 , , , cord-104169-2sbc1guz 18 20 especially especially RB cord-104169-2sbc1guz 18 21 in in IN cord-104169-2sbc1guz 18 22 the the DT cord-104169-2sbc1guz 18 23 wake wake NN cord-104169-2sbc1guz 18 24 of of IN cord-104169-2sbc1guz 18 25 COVID-19 COVID-19 NNP cord-104169-2sbc1guz 18 26 epidemics epidemic NNS cord-104169-2sbc1guz 18 27 ( ( -LRB- cord-104169-2sbc1guz 18 28 Krumholz Krumholz NNP cord-104169-2sbc1guz 18 29 et et NNP cord-104169-2sbc1guz 18 30 al al NNP cord-104169-2sbc1guz 18 31 . . NNP cord-104169-2sbc1guz 18 32 , , , cord-104169-2sbc1guz 18 33 2020 2020 CD cord-104169-2sbc1guz 18 34 ) ) -RRB- cord-104169-2sbc1guz 18 35 . . . cord-104169-2sbc1guz 19 1 The the DT cord-104169-2sbc1guz 19 2 discussion discussion NN cord-104169-2sbc1guz 19 3 about about IN cord-104169-2sbc1guz 19 4 the the DT cord-104169-2sbc1guz 19 5 benefits benefit NNS cord-104169-2sbc1guz 19 6 ( ( -LRB- cord-104169-2sbc1guz 19 7 and and CC cord-104169-2sbc1guz 19 8 dangers danger NNS cord-104169-2sbc1guz 19 9 ) ) -RRB- cord-104169-2sbc1guz 19 10 of of IN cord-104169-2sbc1guz 19 11 preprint preprint NN cord-104169-2sbc1guz 19 12 is be VBZ cord-104169-2sbc1guz 19 13 no no RB cord-104169-2sbc1guz 19 14 longer long RBR cord-104169-2sbc1guz 19 15 confined confine VBN cord-104169-2sbc1guz 19 16 to to IN cord-104169-2sbc1guz 19 17 the the DT cord-104169-2sbc1guz 19 18 scientific scientific JJ cord-104169-2sbc1guz 19 19 literature literature NN cord-104169-2sbc1guz 19 20 , , , cord-104169-2sbc1guz 19 21 coming come VBG cord-104169-2sbc1guz 19 22 to to IN cord-104169-2sbc1guz 19 23 the the DT cord-104169-2sbc1guz 19 24 pages page NNS cord-104169-2sbc1guz 19 25 of of IN cord-104169-2sbc1guz 19 26 popular popular JJ cord-104169-2sbc1guz 19 27 newspapers newspaper NNS cord-104169-2sbc1guz 19 28 ( ( -LRB- cord-104169-2sbc1guz 19 29 Eisen Eisen NNP cord-104169-2sbc1guz 19 30 and and CC cord-104169-2sbc1guz 19 31 Tibshirani Tibshirani NNP cord-104169-2sbc1guz 19 32 , , , cord-104169-2sbc1guz 19 33 2020 2020 CD cord-104169-2sbc1guz 19 34 ) ) -RRB- cord-104169-2sbc1guz 19 35 . . . cord-104169-2sbc1guz 20 1 * * NFP cord-104169-2sbc1guz 20 2 Equal equal JJ cord-104169-2sbc1guz 20 3 contribution contribution NN cord-104169-2sbc1guz 20 4 . . . cord-104169-2sbc1guz 21 1 The the DT cord-104169-2sbc1guz 21 2 benefits benefit NNS cord-104169-2sbc1guz 21 3 of of IN cord-104169-2sbc1guz 21 4 preprints preprint NNS cord-104169-2sbc1guz 21 5 for for IN cord-104169-2sbc1guz 21 6 accelerating accelerate VBG cord-104169-2sbc1guz 21 7 science science NN cord-104169-2sbc1guz 21 8 are be VBP cord-104169-2sbc1guz 21 9 often often RB cord-104169-2sbc1guz 21 10 raised raise VBN cord-104169-2sbc1guz 21 11 in in IN cord-104169-2sbc1guz 21 12 the the DT cord-104169-2sbc1guz 21 13 discussions discussion NNS cord-104169-2sbc1guz 21 14 between between IN cord-104169-2sbc1guz 21 15 regulatory regulatory JJ cord-104169-2sbc1guz 21 16 agencies agency NNS cord-104169-2sbc1guz 21 17 , , , cord-104169-2sbc1guz 21 18 funders funder NNS cord-104169-2sbc1guz 21 19 , , , cord-104169-2sbc1guz 21 20 scientists scientist NNS cord-104169-2sbc1guz 21 21 and and CC cord-104169-2sbc1guz 21 22 publishers publisher NNS cord-104169-2sbc1guz 21 23 . . . cord-104169-2sbc1guz 22 1 Thus thus RB cord-104169-2sbc1guz 22 2 a a DT cord-104169-2sbc1guz 22 3 method method NN cord-104169-2sbc1guz 22 4 to to TO cord-104169-2sbc1guz 22 5 objectively objectively RB cord-104169-2sbc1guz 22 6 assess assess VB cord-104169-2sbc1guz 22 7 them -PRON- PRP cord-104169-2sbc1guz 22 8 is be VBZ cord-104169-2sbc1guz 22 9 important important JJ cord-104169-2sbc1guz 22 10 . . . cord-104169-2sbc1guz 23 1 One one CD cord-104169-2sbc1guz 23 2 way way NN cord-104169-2sbc1guz 23 3 to to TO cord-104169-2sbc1guz 23 4 do do VB cord-104169-2sbc1guz 23 5 this this DT cord-104169-2sbc1guz 23 6 assessment assessment NN cord-104169-2sbc1guz 23 7 is be VBZ cord-104169-2sbc1guz 23 8 to to TO cord-104169-2sbc1guz 23 9 look look VB cord-104169-2sbc1guz 23 10 at at IN cord-104169-2sbc1guz 23 11 a a DT cord-104169-2sbc1guz 23 12 new new JJ cord-104169-2sbc1guz 23 13 important important JJ cord-104169-2sbc1guz 23 14 idea idea NN cord-104169-2sbc1guz 23 15 and and CC cord-104169-2sbc1guz 23 16 to to TO cord-104169-2sbc1guz 23 17 measure measure VB cord-104169-2sbc1guz 23 18 whether whether IN cord-104169-2sbc1guz 23 19 it -PRON- PRP cord-104169-2sbc1guz 23 20 first first RB cord-104169-2sbc1guz 23 21 appears appear VBZ cord-104169-2sbc1guz 23 22 in in IN cord-104169-2sbc1guz 23 23 a a DT cord-104169-2sbc1guz 23 24 traditional traditional JJ cord-104169-2sbc1guz 23 25 journal journal NN cord-104169-2sbc1guz 23 26 or or CC cord-104169-2sbc1guz 23 27 on on IN cord-104169-2sbc1guz 23 28 a a DT cord-104169-2sbc1guz 23 29 preprint preprint NN cord-104169-2sbc1guz 23 30 server server NN cord-104169-2sbc1guz 23 31 . . . cord-104169-2sbc1guz 24 1 An an DT cord-104169-2sbc1guz 24 2 implementation implementation NN cord-104169-2sbc1guz 24 3 of of IN cord-104169-2sbc1guz 24 4 this this DT cord-104169-2sbc1guz 24 5 approach approach NN cord-104169-2sbc1guz 24 6 requires require VBZ cord-104169-2sbc1guz 24 7 one one PRP cord-104169-2sbc1guz 24 8 to to TO cord-104169-2sbc1guz 24 9 define define VB cord-104169-2sbc1guz 24 10 what what WP cord-104169-2sbc1guz 24 11 is be VBZ cord-104169-2sbc1guz 24 12 an an DT cord-104169-2sbc1guz 24 13 important important JJ cord-104169-2sbc1guz 24 14 idea idea NN cord-104169-2sbc1guz 24 15 , , , cord-104169-2sbc1guz 24 16 and and CC cord-104169-2sbc1guz 24 17 how how WRB cord-104169-2sbc1guz 24 18 to to TO cord-104169-2sbc1guz 24 19 find find VB cord-104169-2sbc1guz 24 20 the the DT cord-104169-2sbc1guz 24 21 time time NN cord-104169-2sbc1guz 24 22 of of IN cord-104169-2sbc1guz 24 23 appearance appearance NN cord-104169-2sbc1guz 24 24 for for IN cord-104169-2sbc1guz 24 25 it -PRON- PRP cord-104169-2sbc1guz 24 26 . . . cord-104169-2sbc1guz 25 1 This this DT cord-104169-2sbc1guz 25 2 is be VBZ cord-104169-2sbc1guz 25 3 the the DT cord-104169-2sbc1guz 25 4 goal goal NN cord-104169-2sbc1guz 25 5 of of IN cord-104169-2sbc1guz 25 6 our -PRON- PRP$ cord-104169-2sbc1guz 25 7 work work NN cord-104169-2sbc1guz 25 8 . . . cord-104169-2sbc1guz 26 1 The the DT cord-104169-2sbc1guz 26 2 definition definition NN cord-104169-2sbc1guz 26 3 of of IN cord-104169-2sbc1guz 26 4 novelty novelty NN cord-104169-2sbc1guz 26 5 in in IN cord-104169-2sbc1guz 26 6 science science NN cord-104169-2sbc1guz 26 7 and and CC cord-104169-2sbc1guz 26 8 the the DT cord-104169-2sbc1guz 26 9 methods method NNS cord-104169-2sbc1guz 26 10 to to TO cord-104169-2sbc1guz 26 11 determine determine VB cord-104169-2sbc1guz 26 12 and and CC cord-104169-2sbc1guz 26 13 predict predict VB cord-104169-2sbc1guz 26 14 novelty novelty NN cord-104169-2sbc1guz 26 15 have have VBP cord-104169-2sbc1guz 26 16 a a DT cord-104169-2sbc1guz 26 17 long long JJ cord-104169-2sbc1guz 26 18 history history NN cord-104169-2sbc1guz 26 19 discussed discuss VBN cord-104169-2sbc1guz 26 20 in in IN cord-104169-2sbc1guz 26 21 the the DT cord-104169-2sbc1guz 26 22 next next JJ cord-104169-2sbc1guz 26 23 section section NN cord-104169-2sbc1guz 26 24 . . . cord-104169-2sbc1guz 27 1 In in IN cord-104169-2sbc1guz 27 2 this this DT cord-104169-2sbc1guz 27 3 work work NN cord-104169-2sbc1guz 27 4 we -PRON- PRP cord-104169-2sbc1guz 27 5 use use VBP cord-104169-2sbc1guz 27 6 a a DT cord-104169-2sbc1guz 27 7 very very RB cord-104169-2sbc1guz 27 8 simple simple JJ cord-104169-2sbc1guz 27 9 approach approach NN cord-104169-2sbc1guz 27 10 ( ( -LRB- cord-104169-2sbc1guz 27 11 Garfield Garfield NNP cord-104169-2sbc1guz 27 12 , , , cord-104169-2sbc1guz 27 13 1967 1967 CD cord-104169-2sbc1guz 27 14 ; ; : cord-104169-2sbc1guz 27 15 Latour Latour NNP cord-104169-2sbc1guz 27 16 and and CC cord-104169-2sbc1guz 27 17 Woolgar Woolgar NNP cord-104169-2sbc1guz 27 18 , , , cord-104169-2sbc1guz 27 19 1986 1986 CD cord-104169-2sbc1guz 27 20 ) ) -RRB- cord-104169-2sbc1guz 27 21 : : : cord-104169-2sbc1guz 27 22 new new JJ cord-104169-2sbc1guz 27 23 ideas idea NNS cord-104169-2sbc1guz 27 24 correspond correspond VBP cord-104169-2sbc1guz 27 25 to to IN cord-104169-2sbc1guz 27 26 new new JJ cord-104169-2sbc1guz 27 27 terms term NNS cord-104169-2sbc1guz 27 28 . . . cord-104169-2sbc1guz 28 1 Thus thus RB cord-104169-2sbc1guz 28 2 if if IN cord-104169-2sbc1guz 28 3 we -PRON- PRP cord-104169-2sbc1guz 28 4 find find VBP cord-104169-2sbc1guz 28 5 new new JJ cord-104169-2sbc1guz 28 6 words word NNS cord-104169-2sbc1guz 28 7 and and CC cord-104169-2sbc1guz 28 8 phrases phrase NNS cord-104169-2sbc1guz 28 9 in in IN cord-104169-2sbc1guz 28 10 scientific scientific JJ cord-104169-2sbc1guz 28 11 papers paper NNS cord-104169-2sbc1guz 28 12 , , , cord-104169-2sbc1guz 28 13 we -PRON- PRP cord-104169-2sbc1guz 28 14 can can MD cord-104169-2sbc1guz 28 15 surmise surmise VB cord-104169-2sbc1guz 28 16 the the DT cord-104169-2sbc1guz 28 17 appearance appearance NN cord-104169-2sbc1guz 28 18 of of IN cord-104169-2sbc1guz 28 19 new new JJ cord-104169-2sbc1guz 28 20 ideas idea NNS cord-104169-2sbc1guz 28 21 . . . cord-104169-2sbc1guz 29 1 The the DT cord-104169-2sbc1guz 29 2 definition definition NN cord-104169-2sbc1guz 29 3 of of IN cord-104169-2sbc1guz 29 4 the the DT cord-104169-2sbc1guz 29 5 time time NN cord-104169-2sbc1guz 29 6 of of IN cord-104169-2sbc1guz 29 7 appearance appearance NN cord-104169-2sbc1guz 29 8 for for IN cord-104169-2sbc1guz 29 9 a a DT cord-104169-2sbc1guz 29 10 new new JJ cord-104169-2sbc1guz 29 11 idea idea NN cord-104169-2sbc1guz 29 12 is be VBZ cord-104169-2sbc1guz 29 13 not not RB cord-104169-2sbc1guz 29 14 trivial trivial JJ cord-104169-2sbc1guz 29 15 . . . cord-104169-2sbc1guz 30 1 It -PRON- PRP cord-104169-2sbc1guz 30 2 is be VBZ cord-104169-2sbc1guz 30 3 not not RB cord-104169-2sbc1guz 30 4 enough enough JJ cord-104169-2sbc1guz 30 5 to to TO cord-104169-2sbc1guz 30 6 register register VB cord-104169-2sbc1guz 30 7 the the DT cord-104169-2sbc1guz 30 8 first first JJ cord-104169-2sbc1guz 30 9 mention mention NN cord-104169-2sbc1guz 30 10 of of IN cord-104169-2sbc1guz 30 11 a a DT cord-104169-2sbc1guz 30 12 term term NN cord-104169-2sbc1guz 30 13 . . . cord-104169-2sbc1guz 31 1 First first RB cord-104169-2sbc1guz 31 2 , , , cord-104169-2sbc1guz 31 3 some some DT cord-104169-2sbc1guz 31 4 hits hit NNS cord-104169-2sbc1guz 31 5 might may MD cord-104169-2sbc1guz 31 6 be be VB cord-104169-2sbc1guz 31 7 erroneous erroneous JJ cord-104169-2sbc1guz 31 8 , , , cord-104169-2sbc1guz 31 9 and and CC cord-104169-2sbc1guz 31 10 give give VB cord-104169-2sbc1guz 31 11 us -PRON- PRP cord-104169-2sbc1guz 31 12 false false JJ cord-104169-2sbc1guz 31 13 positives positive NNS cord-104169-2sbc1guz 31 14 . . . cord-104169-2sbc1guz 32 1 On on IN cord-104169-2sbc1guz 32 2 the the DT cord-104169-2sbc1guz 32 3 other other JJ cord-104169-2sbc1guz 32 4 hand hand NN cord-104169-2sbc1guz 32 5 , , , cord-104169-2sbc1guz 32 6 we -PRON- PRP cord-104169-2sbc1guz 32 7 might may MD cord-104169-2sbc1guz 32 8 miss miss VB cord-104169-2sbc1guz 32 9 some some DT cord-104169-2sbc1guz 32 10 mentions mention NNS cord-104169-2sbc1guz 32 11 of of IN cord-104169-2sbc1guz 32 12 a a DT cord-104169-2sbc1guz 32 13 term term NN cord-104169-2sbc1guz 32 14 due due IN cord-104169-2sbc1guz 32 15 to to IN cord-104169-2sbc1guz 32 16 the the DT cord-104169-2sbc1guz 32 17 incompleteness incompleteness NN cord-104169-2sbc1guz 32 18 of of IN cord-104169-2sbc1guz 32 19 the the DT cord-104169-2sbc1guz 32 20 corpus corpus NNP cord-104169-2sbc1guz 32 21 . . . cord-104169-2sbc1guz 33 1 Therefore therefore RB cord-104169-2sbc1guz 33 2 a a DT cord-104169-2sbc1guz 33 3 more more RBR cord-104169-2sbc1guz 33 4 subtle subtle JJ cord-104169-2sbc1guz 33 5 method method NN cord-104169-2sbc1guz 33 6 to to TO cord-104169-2sbc1guz 33 7 determine determine VB cord-104169-2sbc1guz 33 8 the the DT cord-104169-2sbc1guz 33 9 time time NN cord-104169-2sbc1guz 33 10 of of IN cord-104169-2sbc1guz 33 11 appearance appearance NN cord-104169-2sbc1guz 33 12 is be VBZ cord-104169-2sbc1guz 33 13 needed need VBN cord-104169-2sbc1guz 33 14 . . . cord-104169-2sbc1guz 34 1 In in IN cord-104169-2sbc1guz 34 2 this this DT cord-104169-2sbc1guz 34 3 work work NN cord-104169-2sbc1guz 34 4 we -PRON- PRP cord-104169-2sbc1guz 34 5 offer offer VBP cord-104169-2sbc1guz 34 6 a a DT cord-104169-2sbc1guz 34 7 Bayesian bayesian JJ cord-104169-2sbc1guz 34 8 approach approach NN cord-104169-2sbc1guz 34 9 to to IN cord-104169-2sbc1guz 34 10 this this DT cord-104169-2sbc1guz 34 11 problem problem NN cord-104169-2sbc1guz 34 12 . . . cord-104169-2sbc1guz 35 1 Based base VBN cord-104169-2sbc1guz 35 2 on on IN cord-104169-2sbc1guz 35 3 our -PRON- PRP$ cord-104169-2sbc1guz 35 4 definitions definition NNS cord-104169-2sbc1guz 35 5 of of IN cord-104169-2sbc1guz 35 6 novelty novelty NN cord-104169-2sbc1guz 35 7 and and CC cord-104169-2sbc1guz 35 8 the the DT cord-104169-2sbc1guz 35 9 time time NN cord-104169-2sbc1guz 35 10 of of IN cord-104169-2sbc1guz 35 11 appearance appearance NN cord-104169-2sbc1guz 35 12 for for IN cord-104169-2sbc1guz 35 13 novel novel JJ cord-104169-2sbc1guz 35 14 ideas idea NNS cord-104169-2sbc1guz 35 15 we -PRON- PRP cord-104169-2sbc1guz 35 16 compare compare VBP cord-104169-2sbc1guz 35 17 the the DT cord-104169-2sbc1guz 35 18 time time NN cord-104169-2sbc1guz 35 19 of of IN cord-104169-2sbc1guz 35 20 appearance appearance NN cord-104169-2sbc1guz 35 21 for for IN cord-104169-2sbc1guz 35 22 several several JJ cord-104169-2sbc1guz 35 23 novel novel JJ cord-104169-2sbc1guz 35 24 ideas idea NNS cord-104169-2sbc1guz 35 25 in in IN cord-104169-2sbc1guz 35 26 the the DT cord-104169-2sbc1guz 35 27 papers paper NNS cord-104169-2sbc1guz 35 28 published publish VBN cord-104169-2sbc1guz 35 29 in in IN cord-104169-2sbc1guz 35 30 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 35 31 / / SYM cord-104169-2sbc1guz 35 32 medRxiv medRxiv NNS cord-104169-2sbc1guz 35 33 https://www https://www NNP cord-104169-2sbc1guz 35 34 . . . cord-104169-2sbc1guz 36 1 biorxiv.org/ biorxiv.org/ NNP cord-104169-2sbc1guz 36 2 and and CC cord-104169-2sbc1guz 36 3 PubMed PubMed NNP cord-104169-2sbc1guz 36 4 Central Central NNP cord-104169-2sbc1guz 36 5 full full JJ cord-104169-2sbc1guz 36 6 text text NN cord-104169-2sbc1guz 36 7 collection collection NN cord-104169-2sbc1guz 37 1 https://www.ncbi.nlm.nih.gov/pmc/. https://www.ncbi.nlm.nih.gov/pmc/. . cord-104169-2sbc1guz 38 1 Novel novel JJ cord-104169-2sbc1guz 38 2 ideas idea NNS cord-104169-2sbc1guz 38 3 and and CC cord-104169-2sbc1guz 38 4 breakthroughs breakthrough NNS cord-104169-2sbc1guz 38 5 are be VBP cord-104169-2sbc1guz 38 6 among among IN cord-104169-2sbc1guz 38 7 the the DT cord-104169-2sbc1guz 38 8 central central JJ cord-104169-2sbc1guz 38 9 concepts concept NNS cord-104169-2sbc1guz 38 10 for for IN cord-104169-2sbc1guz 38 11 the the DT cord-104169-2sbc1guz 38 12 science science NN cord-104169-2sbc1guz 38 13 of of IN cord-104169-2sbc1guz 38 14 science science NN cord-104169-2sbc1guz 38 15 . . . cord-104169-2sbc1guz 39 1 A a DT cord-104169-2sbc1guz 39 2 number number NN cord-104169-2sbc1guz 39 3 of of IN cord-104169-2sbc1guz 39 4 studies study NNS cord-104169-2sbc1guz 39 5 propose propose VBP cord-104169-2sbc1guz 39 6 different different JJ cord-104169-2sbc1guz 39 7 ideas idea NNS cord-104169-2sbc1guz 39 8 to to TO cord-104169-2sbc1guz 39 9 quantify quantify VB cord-104169-2sbc1guz 39 10 originality originality NN cord-104169-2sbc1guz 39 11 in in IN cord-104169-2sbc1guz 39 12 science science NN cord-104169-2sbc1guz 39 13 and and CC cord-104169-2sbc1guz 39 14 technology technology NN cord-104169-2sbc1guz 40 1 ( ( -LRB- cord-104169-2sbc1guz 40 2 Cozzens Cozzens NNP cord-104169-2sbc1guz 40 3 et et FW cord-104169-2sbc1guz 40 4 al al NNP cord-104169-2sbc1guz 40 5 . . NNP cord-104169-2sbc1guz 40 6 , , , cord-104169-2sbc1guz 40 7 2010 2010 CD cord-104169-2sbc1guz 40 8 ; ; : cord-104169-2sbc1guz 40 9 Alexander Alexander NNP cord-104169-2sbc1guz 40 10 et et NNP cord-104169-2sbc1guz 40 11 al al NNP cord-104169-2sbc1guz 40 12 . . NNP cord-104169-2sbc1guz 40 13 , , , cord-104169-2sbc1guz 40 14 2013 2013 CD cord-104169-2sbc1guz 40 15 ; ; : cord-104169-2sbc1guz 40 16 Rzhetsky Rzhetsky NNP cord-104169-2sbc1guz 40 17 et et NNP cord-104169-2sbc1guz 40 18 al al NNP cord-104169-2sbc1guz 40 19 . . NNP cord-104169-2sbc1guz 40 20 , , , cord-104169-2sbc1guz 40 21 2015 2015 CD cord-104169-2sbc1guz 40 22 ; ; . cord-104169-2sbc1guz 41 1 Rotolo Rotolo NNP cord-104169-2sbc1guz 41 2 et et NNP cord-104169-2sbc1guz 41 3 al al NNP cord-104169-2sbc1guz 41 4 . . NNP cord-104169-2sbc1guz 41 5 , , , cord-104169-2sbc1guz 41 6 2015 2015 CD cord-104169-2sbc1guz 41 7 ; ; : cord-104169-2sbc1guz 41 8 Wang Wang NNP cord-104169-2sbc1guz 41 9 and and CC cord-104169-2sbc1guz 41 10 Chai Chai NNP cord-104169-2sbc1guz 41 11 , , , cord-104169-2sbc1guz 41 12 2018 2018 CD cord-104169-2sbc1guz 41 13 ; ; : cord-104169-2sbc1guz 41 14 Shibayama Shibayama NNP cord-104169-2sbc1guz 41 15 and and CC cord-104169-2sbc1guz 41 16 Wang Wang NNP cord-104169-2sbc1guz 41 17 , , , cord-104169-2sbc1guz 41 18 2020 2020 CD cord-104169-2sbc1guz 41 19 ) ) -RRB- cord-104169-2sbc1guz 41 20 or or CC cord-104169-2sbc1guz 41 21 their -PRON- PRP$ cord-104169-2sbc1guz 41 22 impact impact NN cord-104169-2sbc1guz 41 23 on on IN cord-104169-2sbc1guz 41 24 the the DT cord-104169-2sbc1guz 41 25 other other JJ cord-104169-2sbc1guz 41 26 works work NNS cord-104169-2sbc1guz 41 27 ( ( -LRB- cord-104169-2sbc1guz 41 28 Shi Shi NNP cord-104169-2sbc1guz 41 29 et et FW cord-104169-2sbc1guz 41 30 al al NNP cord-104169-2sbc1guz 41 31 . . NNP cord-104169-2sbc1guz 41 32 , , , cord-104169-2sbc1guz 41 33 2010 2010 CD cord-104169-2sbc1guz 41 34 ; ; : cord-104169-2sbc1guz 41 35 Shahaf Shahaf NNP cord-104169-2sbc1guz 41 36 et et NNP cord-104169-2sbc1guz 41 37 al al NNP cord-104169-2sbc1guz 41 38 . . NNP cord-104169-2sbc1guz 41 39 , , , cord-104169-2sbc1guz 41 40 2012 2012 CD cord-104169-2sbc1guz 41 41 ; ; : cord-104169-2sbc1guz 41 42 Sinatra Sinatra NNP cord-104169-2sbc1guz 41 43 et et NNP cord-104169-2sbc1guz 41 44 al al NNP cord-104169-2sbc1guz 41 45 . . NNP cord-104169-2sbc1guz 41 46 , , , cord-104169-2sbc1guz 41 47 2016 2016 CD cord-104169-2sbc1guz 41 48 ; ; : cord-104169-2sbc1guz 41 49 Hutchins Hutchins NNP cord-104169-2sbc1guz 41 50 et et NNP cord-104169-2sbc1guz 41 51 al al NNP cord-104169-2sbc1guz 41 52 . . NNP cord-104169-2sbc1guz 41 53 , , , cord-104169-2sbc1guz 41 54 2016 2016 CD cord-104169-2sbc1guz 42 1 ; ; : cord-104169-2sbc1guz 42 2 Wesley Wesley NNP cord-104169-2sbc1guz 42 3 - - HYPH cord-104169-2sbc1guz 42 4 Smith Smith NNP cord-104169-2sbc1guz 42 5 et et NNP cord-104169-2sbc1guz 42 6 al al NNP cord-104169-2sbc1guz 42 7 . . NNP cord-104169-2sbc1guz 42 8 , , , cord-104169-2sbc1guz 42 9 2016 2016 CD cord-104169-2sbc1guz 42 10 ; ; : cord-104169-2sbc1guz 42 11 Herrmannova Herrmannova NNP cord-104169-2sbc1guz 42 12 et et NNP cord-104169-2sbc1guz 42 13 al al NNP cord-104169-2sbc1guz 42 14 . . NNP cord-104169-2sbc1guz 42 15 , , , cord-104169-2sbc1guz 42 16 2018b 2018b CD cord-104169-2sbc1guz 42 17 , , , cord-104169-2sbc1guz 42 18 a a DT cord-104169-2sbc1guz 43 1 ; ; : cord-104169-2sbc1guz 43 2 Zhao Zhao NNP cord-104169-2sbc1guz 43 3 et et NNP cord-104169-2sbc1guz 43 4 al al NNP cord-104169-2sbc1guz 43 5 . . NNP cord-104169-2sbc1guz 43 6 , , , cord-104169-2sbc1guz 43 7 2019 2019 CD cord-104169-2sbc1guz 43 8 ; ; . cord-104169-2sbc1guz 44 1 Bornmann Bornmann NNP cord-104169-2sbc1guz 44 2 et et NNP cord-104169-2sbc1guz 44 3 al al NNP cord-104169-2sbc1guz 44 4 . . NNP cord-104169-2sbc1guz 44 5 , , , cord-104169-2sbc1guz 44 6 2019 2019 CD cord-104169-2sbc1guz 44 7 ; ; : cord-104169-2sbc1guz 44 8 Small Small NNP cord-104169-2sbc1guz 44 9 et et NNP cord-104169-2sbc1guz 44 10 al al NNP cord-104169-2sbc1guz 44 11 . . NNP cord-104169-2sbc1guz 44 12 , , , cord-104169-2sbc1guz 44 13 2019 2019 CD cord-104169-2sbc1guz 44 14 ) ) -RRB- cord-104169-2sbc1guz 44 15 . . . cord-104169-2sbc1guz 45 1 The the DT cord-104169-2sbc1guz 45 2 prediction prediction NN cord-104169-2sbc1guz 45 3 of of IN cord-104169-2sbc1guz 45 4 breakthroughs breakthrough NNS cord-104169-2sbc1guz 45 5 , , , cord-104169-2sbc1guz 45 6 scientific scientific JJ cord-104169-2sbc1guz 45 7 impact impact NN cord-104169-2sbc1guz 45 8 and and CC cord-104169-2sbc1guz 45 9 citation citation NN cord-104169-2sbc1guz 45 10 counts count NNS cord-104169-2sbc1guz 45 11 is be VBZ cord-104169-2sbc1guz 45 12 a a DT cord-104169-2sbc1guz 45 13 well well RB cord-104169-2sbc1guz 45 14 developed develop VBN cord-104169-2sbc1guz 45 15 area area NN cord-104169-2sbc1guz 45 16 ( ( -LRB- cord-104169-2sbc1guz 45 17 Schubert Schubert NNP cord-104169-2sbc1guz 45 18 and and CC cord-104169-2sbc1guz 45 19 Schubert Schubert NNP cord-104169-2sbc1guz 45 20 , , , cord-104169-2sbc1guz 45 21 1997 1997 CD cord-104169-2sbc1guz 45 22 ; ; : cord-104169-2sbc1guz 45 23 Garfield Garfield NNP cord-104169-2sbc1guz 45 24 et et NNP cord-104169-2sbc1guz 45 25 al al NNP cord-104169-2sbc1guz 45 26 . . . cord-104169-2sbc1guz 46 1 , , , cord-104169-2sbc1guz 46 2 2002 2002 CD cord-104169-2sbc1guz 46 3 ; ; : cord-104169-2sbc1guz 46 4 Dietz Dietz NNP cord-104169-2sbc1guz 46 5 et et NNP cord-104169-2sbc1guz 46 6 al al NNP cord-104169-2sbc1guz 46 7 . . NNP cord-104169-2sbc1guz 46 8 , , , cord-104169-2sbc1guz 46 9 2007 2007 CD cord-104169-2sbc1guz 46 10 ; ; : cord-104169-2sbc1guz 46 11 Lokker Lokker NNP cord-104169-2sbc1guz 46 12 et et NNP cord-104169-2sbc1guz 46 13 al al NNP cord-104169-2sbc1guz 46 14 . . NNP cord-104169-2sbc1guz 46 15 , , , cord-104169-2sbc1guz 46 16 2008 2008 CD cord-104169-2sbc1guz 46 17 ; ; : cord-104169-2sbc1guz 46 18 Shi Shi NNP cord-104169-2sbc1guz 46 19 et et FW cord-104169-2sbc1guz 46 20 al al NNP cord-104169-2sbc1guz 46 21 . . NNP cord-104169-2sbc1guz 46 22 , , , cord-104169-2sbc1guz 46 23 2010 2010 CD cord-104169-2sbc1guz 47 1 ; ; : cord-104169-2sbc1guz 47 2 Uzzi Uzzi NNP cord-104169-2sbc1guz 47 3 et et NNP cord-104169-2sbc1guz 47 4 al al NNP cord-104169-2sbc1guz 47 5 . . NNP cord-104169-2sbc1guz 47 6 , , , cord-104169-2sbc1guz 47 7 2013 2013 CD cord-104169-2sbc1guz 47 8 ; ; : cord-104169-2sbc1guz 47 9 Alexander Alexander NNP cord-104169-2sbc1guz 47 10 , , , cord-104169-2sbc1guz 47 11 2013 2013 CD cord-104169-2sbc1guz 47 12 ; ; : cord-104169-2sbc1guz 47 13 Klimek Klimek NNP cord-104169-2sbc1guz 47 14 et et NNP cord-104169-2sbc1guz 47 15 al al NNP cord-104169-2sbc1guz 47 16 . . NNP cord-104169-2sbc1guz 47 17 , , , cord-104169-2sbc1guz 47 18 2016 2016 CD cord-104169-2sbc1guz 47 19 ; ; : cord-104169-2sbc1guz 47 20 Tahamtan Tahamtan NNP cord-104169-2sbc1guz 47 21 et et NNP cord-104169-2sbc1guz 47 22 al al NNP cord-104169-2sbc1guz 47 23 . . NNP cord-104169-2sbc1guz 47 24 , , , cord-104169-2sbc1guz 47 25 2016 2016 CD cord-104169-2sbc1guz 47 26 ; ; : cord-104169-2sbc1guz 47 27 McKeown McKeown NNP cord-104169-2sbc1guz 47 28 et et NNP cord-104169-2sbc1guz 47 29 al al NNP cord-104169-2sbc1guz 47 30 . . NNP cord-104169-2sbc1guz 47 31 , , , cord-104169-2sbc1guz 47 32 2016 2016 CD cord-104169-2sbc1guz 47 33 ; ; . cord-104169-2sbc1guz 48 1 Clauset Clauset NNP cord-104169-2sbc1guz 48 2 et et NNP cord-104169-2sbc1guz 48 3 al al NNP cord-104169-2sbc1guz 48 4 . . NNP cord-104169-2sbc1guz 48 5 , , , cord-104169-2sbc1guz 48 6 2017 2017 CD cord-104169-2sbc1guz 49 1 ; ; : cord-104169-2sbc1guz 49 2 Peoples Peoples NNPS cord-104169-2sbc1guz 49 3 et et NNP cord-104169-2sbc1guz 49 4 al al NNP cord-104169-2sbc1guz 49 5 . . NNP cord-104169-2sbc1guz 49 6 , , , cord-104169-2sbc1guz 49 7 2017 2017 CD cord-104169-2sbc1guz 49 8 ; ; : cord-104169-2sbc1guz 49 9 Salatino Salatino NNP cord-104169-2sbc1guz 49 10 et et NNP cord-104169-2sbc1guz 49 11 al al NNP cord-104169-2sbc1guz 49 12 . . NNP cord-104169-2sbc1guz 49 13 , , , cord-104169-2sbc1guz 49 14 2018 2018 CD cord-104169-2sbc1guz 50 1 ; ; : cord-104169-2sbc1guz 50 2 Dong Dong NNP cord-104169-2sbc1guz 50 3 et et FW cord-104169-2sbc1guz 50 4 al al NNP cord-104169-2sbc1guz 50 5 . . . cord-104169-2sbc1guz 51 1 , , , cord-104169-2sbc1guz 51 2 2018 2018 CD cord-104169-2sbc1guz 51 3 ; ; : cord-104169-2sbc1guz 51 4 Iacopini Iacopini NNP cord-104169-2sbc1guz 51 5 et et NNP cord-104169-2sbc1guz 51 6 al al NNP cord-104169-2sbc1guz 51 7 . . . cord-104169-2sbc1guz 52 1 , , , cord-104169-2sbc1guz 52 2 2018 2018 CD cord-104169-2sbc1guz 52 3 ; ; : cord-104169-2sbc1guz 52 4 Feldman Feldman NNP cord-104169-2sbc1guz 52 5 et et NNP cord-104169-2sbc1guz 52 6 al al NNP cord-104169-2sbc1guz 52 7 . . NNP cord-104169-2sbc1guz 52 8 , , , cord-104169-2sbc1guz 52 9 2018 2018 CD cord-104169-2sbc1guz 53 1 ; ; : cord-104169-2sbc1guz 53 2 van van NNP cord-104169-2sbc1guz 53 3 den den NNP cord-104169-2sbc1guz 53 4 Besselaar Besselaar NNP cord-104169-2sbc1guz 53 5 and and CC cord-104169-2sbc1guz 53 6 Sandström Sandström NNP cord-104169-2sbc1guz 53 7 , , , cord-104169-2sbc1guz 53 8 2018 2018 CD cord-104169-2sbc1guz 53 9 ; ; : cord-104169-2sbc1guz 53 10 Klavans Klavans NNPS cord-104169-2sbc1guz 53 11 et et NNP cord-104169-2sbc1guz 53 12 al al NNP cord-104169-2sbc1guz 53 13 . . NNP cord-104169-2sbc1guz 53 14 , , , cord-104169-2sbc1guz 53 15 2020 2020 CD cord-104169-2sbc1guz 53 16 ) ) -RRB- cord-104169-2sbc1guz 53 17 . . . cord-104169-2sbc1guz 54 1 However however RB cord-104169-2sbc1guz 54 2 , , , cord-104169-2sbc1guz 54 3 the the DT cord-104169-2sbc1guz 54 4 question question NN cord-104169-2sbc1guz 54 5 asked ask VBN cord-104169-2sbc1guz 54 6 in in IN cord-104169-2sbc1guz 54 7 these these DT cord-104169-2sbc1guz 54 8 works work NNS cord-104169-2sbc1guz 54 9 is be VBZ cord-104169-2sbc1guz 54 10 different different JJ cord-104169-2sbc1guz 54 11 from from IN cord-104169-2sbc1guz 54 12 the the DT cord-104169-2sbc1guz 54 13 one one NN cord-104169-2sbc1guz 54 14 we -PRON- PRP cord-104169-2sbc1guz 54 15 ask ask VBP cord-104169-2sbc1guz 54 16 . . . cord-104169-2sbc1guz 55 1 Most Most JJS cord-104169-2sbc1guz 55 2 of of IN cord-104169-2sbc1guz 55 3 the the DT cord-104169-2sbc1guz 55 4 researchers researcher NNS cord-104169-2sbc1guz 55 5 tried try VBD cord-104169-2sbc1guz 55 6 to to TO cord-104169-2sbc1guz 55 7 determine determine VB cord-104169-2sbc1guz 55 8 what what WP cord-104169-2sbc1guz 55 9 makes make VBZ cord-104169-2sbc1guz 55 10 a a DT cord-104169-2sbc1guz 55 11 work work NN cord-104169-2sbc1guz 55 12 original original JJ cord-104169-2sbc1guz 55 13 or or CC cord-104169-2sbc1guz 55 14 impactful impactful JJ cord-104169-2sbc1guz 55 15 , , , cord-104169-2sbc1guz 55 16 and and CC cord-104169-2sbc1guz 55 17 how how WRB cord-104169-2sbc1guz 55 18 to to TO cord-104169-2sbc1guz 55 19 predict predict VB cord-104169-2sbc1guz 55 20 originality originality NN cord-104169-2sbc1guz 55 21 or or CC cord-104169-2sbc1guz 55 22 impact impact NN cord-104169-2sbc1guz 55 23 . . . cord-104169-2sbc1guz 56 1 Our -PRON- PRP$ cord-104169-2sbc1guz 56 2 question question NN cord-104169-2sbc1guz 56 3 is be VBZ cord-104169-2sbc1guz 56 4 the the DT cord-104169-2sbc1guz 56 5 following follow VBG cord-104169-2sbc1guz 56 6 : : : cord-104169-2sbc1guz 56 7 suppose suppose VB cord-104169-2sbc1guz 56 8 we -PRON- PRP cord-104169-2sbc1guz 56 9 know know VBP cord-104169-2sbc1guz 56 10 a a DT cord-104169-2sbc1guz 56 11 certain certain JJ cord-104169-2sbc1guz 56 12 idea idea NN cord-104169-2sbc1guz 56 13 is be VBZ cord-104169-2sbc1guz 56 14 novel novel JJ cord-104169-2sbc1guz 56 15 ( ( -LRB- cord-104169-2sbc1guz 56 16 or or CC cord-104169-2sbc1guz 56 17 impactful impactful JJ cord-104169-2sbc1guz 56 18 ) ) -RRB- cord-104169-2sbc1guz 56 19 . . . cord-104169-2sbc1guz 57 1 Can Can MD cord-104169-2sbc1guz 57 2 we -PRON- PRP cord-104169-2sbc1guz 57 3 pinpoint pinpoint VB cord-104169-2sbc1guz 57 4 a a DT cord-104169-2sbc1guz 57 5 moment moment NN cord-104169-2sbc1guz 57 6 in in IN cord-104169-2sbc1guz 57 7 time time NN cord-104169-2sbc1guz 57 8 when when WRB cord-104169-2sbc1guz 57 9 this this DT cord-104169-2sbc1guz 57 10 idea idea NN cord-104169-2sbc1guz 57 11 appeared appear VBD cord-104169-2sbc1guz 57 12 , , , cord-104169-2sbc1guz 57 13 and and CC cord-104169-2sbc1guz 57 14 where where WRB cord-104169-2sbc1guz 57 15 did do VBD cord-104169-2sbc1guz 57 16 it -PRON- PRP cord-104169-2sbc1guz 57 17 appear appear VB cord-104169-2sbc1guz 57 18 ? ? . cord-104169-2sbc1guz 58 1 Sentence sentence NN cord-104169-2sbc1guz 58 2 level level NN cord-104169-2sbc1guz 58 3 novelty novelty NN cord-104169-2sbc1guz 58 4 detection detection NN cord-104169-2sbc1guz 58 5 was be VBD cord-104169-2sbc1guz 58 6 a a DT cord-104169-2sbc1guz 58 7 topic topic NN cord-104169-2sbc1guz 58 8 of of IN cord-104169-2sbc1guz 58 9 novelty novelty NN cord-104169-2sbc1guz 58 10 tracks track NNS cord-104169-2sbc1guz 58 11 of of IN cord-104169-2sbc1guz 58 12 Text Text NNP cord-104169-2sbc1guz 58 13 Retrieval Retrieval NNP cord-104169-2sbc1guz 58 14 Conferences Conferences NNPS cord-104169-2sbc1guz 58 15 ( ( -LRB- cord-104169-2sbc1guz 58 16 TREC TREC NNP cord-104169-2sbc1guz 58 17 ) ) -RRB- cord-104169-2sbc1guz 58 18 from from IN cord-104169-2sbc1guz 58 19 2002 2002 CD cord-104169-2sbc1guz 58 20 to to IN cord-104169-2sbc1guz 58 21 2004 2004 CD cord-104169-2sbc1guz 58 22 ( ( -LRB- cord-104169-2sbc1guz 58 23 Soboroff Soboroff NNP cord-104169-2sbc1guz 58 24 and and CC cord-104169-2sbc1guz 58 25 Harman Harman NNP cord-104169-2sbc1guz 58 26 , , , cord-104169-2sbc1guz 58 27 2003 2003 CD cord-104169-2sbc1guz 58 28 ; ; : cord-104169-2sbc1guz 58 29 Harman Harman NNP cord-104169-2sbc1guz 58 30 , , , cord-104169-2sbc1guz 58 31 2002 2002 CD cord-104169-2sbc1guz 58 32 ; ; : cord-104169-2sbc1guz 58 33 Clarke Clarke NNP cord-104169-2sbc1guz 58 34 et et NNP cord-104169-2sbc1guz 58 35 al al NNP cord-104169-2sbc1guz 58 36 . . NNP cord-104169-2sbc1guz 58 37 , , , cord-104169-2sbc1guz 58 38 2004 2004 CD cord-104169-2sbc1guz 58 39 ; ; : cord-104169-2sbc1guz 58 40 Soboroff Soboroff NNP cord-104169-2sbc1guz 58 41 and and CC cord-104169-2sbc1guz 58 42 Harman Harman NNP cord-104169-2sbc1guz 58 43 , , , cord-104169-2sbc1guz 58 44 2005 2005 CD cord-104169-2sbc1guz 58 45 ) ) -RRB- cord-104169-2sbc1guz 58 46 . . . cord-104169-2sbc1guz 59 1 The the DT cord-104169-2sbc1guz 59 2 goal goal NN cord-104169-2sbc1guz 59 3 of of IN cord-104169-2sbc1guz 59 4 these these DT cord-104169-2sbc1guz 59 5 tracks track NNS cord-104169-2sbc1guz 59 6 was be VBD cord-104169-2sbc1guz 59 7 to to TO cord-104169-2sbc1guz 59 8 highlight highlight VB cord-104169-2sbc1guz 59 9 the the DT cord-104169-2sbc1guz 59 10 relevant relevant JJ cord-104169-2sbc1guz 59 11 sentences sentence NNS cord-104169-2sbc1guz 59 12 that that WDT cord-104169-2sbc1guz 59 13 contain contain VBP cord-104169-2sbc1guz 59 14 novel novel JJ cord-104169-2sbc1guz 59 15 information information NN cord-104169-2sbc1guz 59 16 , , , cord-104169-2sbc1guz 59 17 given give VBN cord-104169-2sbc1guz 59 18 a a DT cord-104169-2sbc1guz 59 19 topic topic NN cord-104169-2sbc1guz 59 20 and and CC cord-104169-2sbc1guz 59 21 an an DT cord-104169-2sbc1guz 59 22 ordered order VBN cord-104169-2sbc1guz 59 23 list list NN cord-104169-2sbc1guz 59 24 of of IN cord-104169-2sbc1guz 59 25 relevant relevant JJ cord-104169-2sbc1guz 59 26 documents document NNS cord-104169-2sbc1guz 59 27 . . . cord-104169-2sbc1guz 60 1 At at IN cord-104169-2sbc1guz 60 2 the the DT cord-104169-2sbc1guz 60 3 document document NN cord-104169-2sbc1guz 60 4 level level NN cord-104169-2sbc1guz 60 5 , , , cord-104169-2sbc1guz 60 6 Karkali Karkali NNP cord-104169-2sbc1guz 60 7 et et NNP cord-104169-2sbc1guz 60 8 al al NNP cord-104169-2sbc1guz 60 9 . . . cord-104169-2sbc1guz 61 1 ( ( -LRB- cord-104169-2sbc1guz 61 2 2013 2013 CD cord-104169-2sbc1guz 61 3 ) ) -RRB- cord-104169-2sbc1guz 61 4 computed compute VBN cord-104169-2sbc1guz 61 5 novelty novelty NN cord-104169-2sbc1guz 61 6 score score NN cord-104169-2sbc1guz 61 7 based base VBN cord-104169-2sbc1guz 61 8 on on IN cord-104169-2sbc1guz 61 9 the the DT cord-104169-2sbc1guz 61 10 inverse inverse JJ cord-104169-2sbc1guz 61 11 document document NN cord-104169-2sbc1guz 61 12 frequency frequency NN cord-104169-2sbc1guz 61 13 scoring scoring NN cord-104169-2sbc1guz 61 14 function function NN cord-104169-2sbc1guz 61 15 . . . cord-104169-2sbc1guz 62 1 Another another DT cord-104169-2sbc1guz 62 2 work work NN cord-104169-2sbc1guz 62 3 by by IN cord-104169-2sbc1guz 62 4 Verheij Verheij NNP cord-104169-2sbc1guz 62 5 et et NNP cord-104169-2sbc1guz 62 6 al al NNP cord-104169-2sbc1guz 62 7 . . . cord-104169-2sbc1guz 63 1 ( ( -LRB- cord-104169-2sbc1guz 63 2 2012 2012 CD cord-104169-2sbc1guz 63 3 ) ) -RRB- cord-104169-2sbc1guz 63 4 presents present VBZ cord-104169-2sbc1guz 63 5 a a DT cord-104169-2sbc1guz 63 6 comparison comparison JJ cord-104169-2sbc1guz 63 7 study study NN cord-104169-2sbc1guz 63 8 of of IN cord-104169-2sbc1guz 63 9 different different JJ cord-104169-2sbc1guz 63 10 novelty novelty NN cord-104169-2sbc1guz 63 11 detection detection NN cord-104169-2sbc1guz 63 12 methods method NNS cord-104169-2sbc1guz 63 13 evaluated evaluate VBN cord-104169-2sbc1guz 63 14 on on IN cord-104169-2sbc1guz 63 15 news news NN cord-104169-2sbc1guz 63 16 articles article NNS cord-104169-2sbc1guz 63 17 where where WRB cord-104169-2sbc1guz 63 18 language language NN cord-104169-2sbc1guz 63 19 model model NN cord-104169-2sbc1guz 63 20 based base VBN cord-104169-2sbc1guz 63 21 methods method NNS cord-104169-2sbc1guz 63 22 perform perform VBP cord-104169-2sbc1guz 63 23 better well JJR cord-104169-2sbc1guz 63 24 than than IN cord-104169-2sbc1guz 63 25 the the DT cord-104169-2sbc1guz 63 26 cosine cosine NN cord-104169-2sbc1guz 63 27 similarity similarity NN cord-104169-2sbc1guz 63 28 based base VBN cord-104169-2sbc1guz 63 29 ones one NNS cord-104169-2sbc1guz 63 30 . . . cord-104169-2sbc1guz 64 1 Dasgupta Dasgupta NNP cord-104169-2sbc1guz 64 2 and and CC cord-104169-2sbc1guz 64 3 Dey Dey NNP cord-104169-2sbc1guz 64 4 ( ( -LRB- cord-104169-2sbc1guz 64 5 2016 2016 CD cord-104169-2sbc1guz 64 6 ) ) -RRB- cord-104169-2sbc1guz 64 7 conducted conduct VBN cord-104169-2sbc1guz 64 8 experiments experiment NNS cord-104169-2sbc1guz 64 9 with with IN cord-104169-2sbc1guz 64 10 information information NN cord-104169-2sbc1guz 64 11 entropy entropy NN cord-104169-2sbc1guz 64 12 measure measure NN cord-104169-2sbc1guz 64 13 to to TO cord-104169-2sbc1guz 64 14 calculate calculate VB cord-104169-2sbc1guz 64 15 novelty novelty NN cord-104169-2sbc1guz 64 16 of of IN cord-104169-2sbc1guz 64 17 a a DT cord-104169-2sbc1guz 64 18 document document NN cord-104169-2sbc1guz 64 19 . . . cord-104169-2sbc1guz 65 1 Again again RB cord-104169-2sbc1guz 65 2 , , , cord-104169-2sbc1guz 65 3 the the DT cord-104169-2sbc1guz 65 4 work work NN cord-104169-2sbc1guz 65 5 that that WDT cord-104169-2sbc1guz 65 6 we -PRON- PRP cord-104169-2sbc1guz 65 7 present present VBP cord-104169-2sbc1guz 65 8 here here RB cord-104169-2sbc1guz 65 9 significantly significantly RB cord-104169-2sbc1guz 65 10 differs differ VBZ cord-104169-2sbc1guz 65 11 from from IN cord-104169-2sbc1guz 65 12 the the DT cord-104169-2sbc1guz 65 13 existing exist VBG cord-104169-2sbc1guz 65 14 novelty novelty NN cord-104169-2sbc1guz 65 15 detection detection NN cord-104169-2sbc1guz 65 16 methods method NNS cord-104169-2sbc1guz 65 17 since since IN cord-104169-2sbc1guz 65 18 we -PRON- PRP cord-104169-2sbc1guz 65 19 use use VBP cord-104169-2sbc1guz 65 20 the the DT cord-104169-2sbc1guz 65 21 novelty novelty NN cord-104169-2sbc1guz 65 22 detection detection NN cord-104169-2sbc1guz 65 23 as as IN cord-104169-2sbc1guz 65 24 a a DT cord-104169-2sbc1guz 65 25 starting starting NN cord-104169-2sbc1guz 65 26 point point NN cord-104169-2sbc1guz 65 27 rather rather RB cord-104169-2sbc1guz 65 28 than than IN cord-104169-2sbc1guz 65 29 a a DT cord-104169-2sbc1guz 65 30 goal goal NN cord-104169-2sbc1guz 65 31 . . . cord-104169-2sbc1guz 66 1 We -PRON- PRP cord-104169-2sbc1guz 66 2 first first RB cord-104169-2sbc1guz 66 3 get get VBP cord-104169-2sbc1guz 66 4 candidate candidate NN cord-104169-2sbc1guz 66 5 phrases phrase NNS cord-104169-2sbc1guz 66 6 from from IN cord-104169-2sbc1guz 66 7 the the DT cord-104169-2sbc1guz 66 8 documents document NNS cord-104169-2sbc1guz 66 9 with with IN cord-104169-2sbc1guz 66 10 the the DT cord-104169-2sbc1guz 66 11 most most RBS cord-104169-2sbc1guz 66 12 appropriate appropriate JJ cord-104169-2sbc1guz 66 13 key key JJ cord-104169-2sbc1guz 66 14 phrases phrase NNS cord-104169-2sbc1guz 66 15 extraction extraction NN cord-104169-2sbc1guz 66 16 method method NN cord-104169-2sbc1guz 66 17 , , , cord-104169-2sbc1guz 66 18 and and CC cord-104169-2sbc1guz 66 19 then then RB cord-104169-2sbc1guz 66 20 determine determine VB cord-104169-2sbc1guz 66 21 the the DT cord-104169-2sbc1guz 66 22 appearance appearance NN cord-104169-2sbc1guz 66 23 timing timing NN cord-104169-2sbc1guz 66 24 of of IN cord-104169-2sbc1guz 66 25 these these DT cord-104169-2sbc1guz 66 26 phrases phrase NNS cord-104169-2sbc1guz 66 27 . . . cord-104169-2sbc1guz 67 1 Another another DT cord-104169-2sbc1guz 67 2 field field NN cord-104169-2sbc1guz 67 3 that that WDT cord-104169-2sbc1guz 67 4 is be VBZ cord-104169-2sbc1guz 67 5 relevant relevant JJ cord-104169-2sbc1guz 67 6 to to IN cord-104169-2sbc1guz 67 7 our -PRON- PRP$ cord-104169-2sbc1guz 67 8 research research NN cord-104169-2sbc1guz 67 9 is be VBZ cord-104169-2sbc1guz 67 10 the the DT cord-104169-2sbc1guz 67 11 detection detection NN cord-104169-2sbc1guz 67 12 of of IN cord-104169-2sbc1guz 67 13 change change NN cord-104169-2sbc1guz 67 14 points point NNS cord-104169-2sbc1guz 67 15 in in IN cord-104169-2sbc1guz 67 16 a a DT cord-104169-2sbc1guz 67 17 stream stream NN cord-104169-2sbc1guz 67 18 of of IN cord-104169-2sbc1guz 67 19 events event NNS cord-104169-2sbc1guz 67 20 . . . cord-104169-2sbc1guz 68 1 Change change NN cord-104169-2sbc1guz 68 2 point point NN cord-104169-2sbc1guz 68 3 detection detection NN cord-104169-2sbc1guz 68 4 ( ( -LRB- cord-104169-2sbc1guz 68 5 or or CC cord-104169-2sbc1guz 68 6 CPD CPD NNP cord-104169-2sbc1guz 68 7 ) ) -RRB- cord-104169-2sbc1guz 68 8 detects detect VBZ cord-104169-2sbc1guz 68 9 abrupt abrupt JJ cord-104169-2sbc1guz 68 10 shifts shift NNS cord-104169-2sbc1guz 68 11 in in IN cord-104169-2sbc1guz 68 12 time time NN cord-104169-2sbc1guz 68 13 series series NN cord-104169-2sbc1guz 68 14 trends trend NNS cord-104169-2sbc1guz 68 15 that that WDT cord-104169-2sbc1guz 68 16 can can MD cord-104169-2sbc1guz 68 17 be be VB cord-104169-2sbc1guz 68 18 easily easily RB cord-104169-2sbc1guz 68 19 identified identify VBN cord-104169-2sbc1guz 68 20 via via IN cord-104169-2sbc1guz 68 21 the the DT cord-104169-2sbc1guz 68 22 human human JJ cord-104169-2sbc1guz 68 23 eye eye NN cord-104169-2sbc1guz 68 24 , , , cord-104169-2sbc1guz 68 25 but but CC cord-104169-2sbc1guz 68 26 are be VBP cord-104169-2sbc1guz 68 27 harder hard JJR cord-104169-2sbc1guz 68 28 to to TO cord-104169-2sbc1guz 68 29 pinpoint pinpoint VB cord-104169-2sbc1guz 68 30 using use VBG cord-104169-2sbc1guz 68 31 traditional traditional JJ cord-104169-2sbc1guz 68 32 statistical statistical JJ cord-104169-2sbc1guz 68 33 approaches approach NNS cord-104169-2sbc1guz 68 34 . . . cord-104169-2sbc1guz 69 1 The the DT cord-104169-2sbc1guz 69 2 research research NN cord-104169-2sbc1guz 69 3 in in IN cord-104169-2sbc1guz 69 4 CPD CPD NNP cord-104169-2sbc1guz 69 5 is be VBZ cord-104169-2sbc1guz 69 6 applicable applicable JJ cord-104169-2sbc1guz 69 7 across across IN cord-104169-2sbc1guz 69 8 an an DT cord-104169-2sbc1guz 69 9 array array NN cord-104169-2sbc1guz 69 10 of of IN cord-104169-2sbc1guz 69 11 industries industry NNS cord-104169-2sbc1guz 69 12 , , , cord-104169-2sbc1guz 69 13 including include VBG cord-104169-2sbc1guz 69 14 finance finance NN cord-104169-2sbc1guz 69 15 , , , cord-104169-2sbc1guz 69 16 manufacturing manufacture VBG cord-104169-2sbc1guz 69 17 quality quality NN cord-104169-2sbc1guz 69 18 control control NN cord-104169-2sbc1guz 69 19 , , , cord-104169-2sbc1guz 69 20 energy energy NN cord-104169-2sbc1guz 69 21 , , , cord-104169-2sbc1guz 69 22 medical medical JJ cord-104169-2sbc1guz 69 23 diagnostics diagnostic NNS cord-104169-2sbc1guz 69 24 , , , cord-104169-2sbc1guz 69 25 and and CC cord-104169-2sbc1guz 69 26 human human JJ cord-104169-2sbc1guz 69 27 activity activity NN cord-104169-2sbc1guz 69 28 analysis analysis NN cord-104169-2sbc1guz 69 29 . . . cord-104169-2sbc1guz 70 1 There there EX cord-104169-2sbc1guz 70 2 are be VBP cord-104169-2sbc1guz 70 3 many many JJ cord-104169-2sbc1guz 70 4 representative representative JJ cord-104169-2sbc1guz 70 5 methods method NNS cord-104169-2sbc1guz 70 6 of of IN cord-104169-2sbc1guz 70 7 CPD CPD NNP cord-104169-2sbc1guz 70 8 . . . cord-104169-2sbc1guz 71 1 Binary binary JJ cord-104169-2sbc1guz 71 2 segmentation segmentation NN cord-104169-2sbc1guz 71 3 ( ( -LRB- cord-104169-2sbc1guz 71 4 Bai Bai NNP cord-104169-2sbc1guz 71 5 , , , cord-104169-2sbc1guz 71 6 1997 1997 CD cord-104169-2sbc1guz 71 7 ) ) -RRB- cord-104169-2sbc1guz 71 8 is be VBZ cord-104169-2sbc1guz 71 9 a a DT cord-104169-2sbc1guz 71 10 sequential sequential JJ cord-104169-2sbc1guz 71 11 approach approach NN cord-104169-2sbc1guz 71 12 : : : cord-104169-2sbc1guz 71 13 first first RB cord-104169-2sbc1guz 71 14 , , , cord-104169-2sbc1guz 71 15 one one CD cord-104169-2sbc1guz 71 16 change change NN cord-104169-2sbc1guz 71 17 point point NN cord-104169-2sbc1guz 71 18 is be VBZ cord-104169-2sbc1guz 71 19 detected detect VBN cord-104169-2sbc1guz 71 20 in in IN cord-104169-2sbc1guz 71 21 the the DT cord-104169-2sbc1guz 71 22 complete complete JJ cord-104169-2sbc1guz 71 23 input input NN cord-104169-2sbc1guz 71 24 signal signal NN cord-104169-2sbc1guz 71 25 , , , cord-104169-2sbc1guz 71 26 then then RB cord-104169-2sbc1guz 71 27 series series NNP cord-104169-2sbc1guz 71 28 is be VBZ cord-104169-2sbc1guz 71 29 split split VBN cord-104169-2sbc1guz 71 30 around around IN cord-104169-2sbc1guz 71 31 this this DT cord-104169-2sbc1guz 71 32 change change NN cord-104169-2sbc1guz 71 33 point point NN cord-104169-2sbc1guz 71 34 , , , cord-104169-2sbc1guz 71 35 then then RB cord-104169-2sbc1guz 71 36 the the DT cord-104169-2sbc1guz 71 37 operation operation NN cord-104169-2sbc1guz 71 38 is be VBZ cord-104169-2sbc1guz 71 39 repeated repeat VBN cord-104169-2sbc1guz 71 40 on on IN cord-104169-2sbc1guz 71 41 the the DT cord-104169-2sbc1guz 71 42 two two CD cord-104169-2sbc1guz 71 43 resulting result VBG cord-104169-2sbc1guz 71 44 sub sub NN cord-104169-2sbc1guz 71 45 - - HYPH cord-104169-2sbc1guz 71 46 signals signal NNS cord-104169-2sbc1guz 71 47 . . . cord-104169-2sbc1guz 72 1 As as IN cord-104169-2sbc1guz 72 2 opposite opposite JJ cord-104169-2sbc1guz 72 3 to to IN cord-104169-2sbc1guz 72 4 binary binary JJ cord-104169-2sbc1guz 72 5 segmentation segmentation NN cord-104169-2sbc1guz 72 6 , , , cord-104169-2sbc1guz 72 7 which which WDT cord-104169-2sbc1guz 72 8 is be VBZ cord-104169-2sbc1guz 72 9 a a DT cord-104169-2sbc1guz 72 10 greedy greedy JJ cord-104169-2sbc1guz 72 11 procedure procedure NN cord-104169-2sbc1guz 72 12 , , , cord-104169-2sbc1guz 72 13 bottom bottom NN cord-104169-2sbc1guz 72 14 - - HYPH cord-104169-2sbc1guz 72 15 up up RP cord-104169-2sbc1guz 72 16 segmentation segmentation NN cord-104169-2sbc1guz 72 17 ( ( -LRB- cord-104169-2sbc1guz 72 18 Fryzlewicz Fryzlewicz NNP cord-104169-2sbc1guz 72 19 , , , cord-104169-2sbc1guz 72 20 2007 2007 CD cord-104169-2sbc1guz 72 21 ) ) -RRB- cord-104169-2sbc1guz 72 22 is be VBZ cord-104169-2sbc1guz 72 23 generous generous JJ cord-104169-2sbc1guz 72 24 : : : cord-104169-2sbc1guz 72 25 it -PRON- PRP cord-104169-2sbc1guz 72 26 starts start VBZ cord-104169-2sbc1guz 72 27 with with IN cord-104169-2sbc1guz 72 28 many many JJ cord-104169-2sbc1guz 72 29 change change NN cord-104169-2sbc1guz 72 30 points point NNS cord-104169-2sbc1guz 72 31 and and CC cord-104169-2sbc1guz 72 32 successively successively RB cord-104169-2sbc1guz 72 33 deletes delete VBZ cord-104169-2sbc1guz 72 34 the the DT cord-104169-2sbc1guz 72 35 less less RBR cord-104169-2sbc1guz 72 36 significant significant JJ cord-104169-2sbc1guz 72 37 ones one NNS cord-104169-2sbc1guz 72 38 . . . cord-104169-2sbc1guz 73 1 First first RB cord-104169-2sbc1guz 73 2 , , , cord-104169-2sbc1guz 73 3 the the DT cord-104169-2sbc1guz 73 4 signal signal NN cord-104169-2sbc1guz 73 5 is be VBZ cord-104169-2sbc1guz 73 6 divided divide VBN cord-104169-2sbc1guz 73 7 in in IN cord-104169-2sbc1guz 73 8 many many JJ cord-104169-2sbc1guz 73 9 sub sub NN cord-104169-2sbc1guz 73 10 - - HYPH cord-104169-2sbc1guz 73 11 signals signal NNS cord-104169-2sbc1guz 73 12 along along IN cord-104169-2sbc1guz 73 13 a a DT cord-104169-2sbc1guz 73 14 regular regular JJ cord-104169-2sbc1guz 73 15 grid grid NN cord-104169-2sbc1guz 73 16 . . . cord-104169-2sbc1guz 74 1 Then then RB cord-104169-2sbc1guz 74 2 contiguous contiguous JJ cord-104169-2sbc1guz 74 3 segments segment NNS cord-104169-2sbc1guz 74 4 are be VBP cord-104169-2sbc1guz 74 5 successively successively RB cord-104169-2sbc1guz 74 6 merged merge VBN cord-104169-2sbc1guz 74 7 according accord VBG cord-104169-2sbc1guz 74 8 to to IN cord-104169-2sbc1guz 74 9 a a DT cord-104169-2sbc1guz 74 10 measure measure NN cord-104169-2sbc1guz 74 11 of of IN cord-104169-2sbc1guz 74 12 how how WRB cord-104169-2sbc1guz 74 13 similar similar JJ cord-104169-2sbc1guz 74 14 they -PRON- PRP cord-104169-2sbc1guz 74 15 are be VBP cord-104169-2sbc1guz 74 16 . . . cord-104169-2sbc1guz 75 1 Because because IN cord-104169-2sbc1guz 75 2 the the DT cord-104169-2sbc1guz 75 3 enumeration enumeration NN cord-104169-2sbc1guz 75 4 of of IN cord-104169-2sbc1guz 75 5 all all DT cord-104169-2sbc1guz 75 6 possible possible JJ cord-104169-2sbc1guz 75 7 partitions partition NNS cord-104169-2sbc1guz 75 8 is be VBZ cord-104169-2sbc1guz 75 9 impossible impossible JJ cord-104169-2sbc1guz 75 10 , , , cord-104169-2sbc1guz 75 11 Pelt Pelt NNP cord-104169-2sbc1guz 75 12 ( ( -LRB- cord-104169-2sbc1guz 75 13 Killick Killick NNP cord-104169-2sbc1guz 75 14 et et NNP cord-104169-2sbc1guz 75 15 al al NNP cord-104169-2sbc1guz 75 16 . . NNP cord-104169-2sbc1guz 75 17 , , , cord-104169-2sbc1guz 75 18 2012 2012 CD cord-104169-2sbc1guz 75 19 ) ) -RRB- cord-104169-2sbc1guz 75 20 relies rely VBZ cord-104169-2sbc1guz 75 21 on on IN cord-104169-2sbc1guz 75 22 a a DT cord-104169-2sbc1guz 75 23 pruning pruning NN cord-104169-2sbc1guz 75 24 rule rule NN cord-104169-2sbc1guz 75 25 . . . cord-104169-2sbc1guz 76 1 Many many JJ cord-104169-2sbc1guz 76 2 indexes index NNS cord-104169-2sbc1guz 76 3 are be VBP cord-104169-2sbc1guz 76 4 discarded discard VBN cord-104169-2sbc1guz 76 5 , , , cord-104169-2sbc1guz 76 6 greatly greatly RB cord-104169-2sbc1guz 76 7 reducing reduce VBG cord-104169-2sbc1guz 76 8 the the DT cord-104169-2sbc1guz 76 9 computational computational JJ cord-104169-2sbc1guz 76 10 cost cost NN cord-104169-2sbc1guz 76 11 while while IN cord-104169-2sbc1guz 76 12 retaining retain VBG cord-104169-2sbc1guz 76 13 the the DT cord-104169-2sbc1guz 76 14 ability ability NN cord-104169-2sbc1guz 76 15 to to TO cord-104169-2sbc1guz 76 16 find find VB cord-104169-2sbc1guz 76 17 the the DT cord-104169-2sbc1guz 76 18 optimal optimal JJ cord-104169-2sbc1guz 76 19 segmentation segmentation NN cord-104169-2sbc1guz 76 20 . . . cord-104169-2sbc1guz 77 1 Window window NN cord-104169-2sbc1guz 77 2 - - HYPH cord-104169-2sbc1guz 77 3 based base VBN cord-104169-2sbc1guz 77 4 change change NN cord-104169-2sbc1guz 77 5 point point NN cord-104169-2sbc1guz 77 6 detection detection NN cord-104169-2sbc1guz 77 7 ( ( -LRB- cord-104169-2sbc1guz 77 8 Aminikhanghahi Aminikhanghahi NNP cord-104169-2sbc1guz 77 9 and and CC cord-104169-2sbc1guz 77 10 Cook Cook NNP cord-104169-2sbc1guz 77 11 , , , cord-104169-2sbc1guz 77 12 2016 2016 CD cord-104169-2sbc1guz 77 13 ) ) -RRB- cord-104169-2sbc1guz 77 14 uses use VBZ cord-104169-2sbc1guz 77 15 two two CD cord-104169-2sbc1guz 77 16 windows window NNS cord-104169-2sbc1guz 77 17 which which WDT cord-104169-2sbc1guz 77 18 slide slide VBP cord-104169-2sbc1guz 77 19 along along IN cord-104169-2sbc1guz 77 20 the the DT cord-104169-2sbc1guz 77 21 data data NN cord-104169-2sbc1guz 77 22 stream stream NN cord-104169-2sbc1guz 77 23 . . . cord-104169-2sbc1guz 78 1 Dynamic dynamic JJ cord-104169-2sbc1guz 78 2 programming programming NN cord-104169-2sbc1guz 78 3 was be VBD cord-104169-2sbc1guz 78 4 also also RB cord-104169-2sbc1guz 78 5 used use VBN cord-104169-2sbc1guz 78 6 for for IN cord-104169-2sbc1guz 78 7 this this DT cord-104169-2sbc1guz 78 8 task task NN cord-104169-2sbc1guz 78 9 ( ( -LRB- cord-104169-2sbc1guz 78 10 Truong Truong NNP cord-104169-2sbc1guz 78 11 et et NNP cord-104169-2sbc1guz 78 12 al al NNP cord-104169-2sbc1guz 78 13 . . NNP cord-104169-2sbc1guz 78 14 , , , cord-104169-2sbc1guz 78 15 2020 2020 CD cord-104169-2sbc1guz 78 16 ) ) -RRB- cord-104169-2sbc1guz 78 17 . . . cord-104169-2sbc1guz 79 1 In in IN cord-104169-2sbc1guz 79 2 this this DT cord-104169-2sbc1guz 79 3 work work NN cord-104169-2sbc1guz 79 4 we -PRON- PRP cord-104169-2sbc1guz 79 5 propose propose VBP cord-104169-2sbc1guz 79 6 a a DT cord-104169-2sbc1guz 79 7 simple simple JJ cord-104169-2sbc1guz 79 8 Bayesian bayesian JJ cord-104169-2sbc1guz 79 9 approach approach NN cord-104169-2sbc1guz 79 10 to to IN cord-104169-2sbc1guz 79 11 the the DT cord-104169-2sbc1guz 79 12 detection detection NN cord-104169-2sbc1guz 79 13 of of IN cord-104169-2sbc1guz 79 14 change change NN cord-104169-2sbc1guz 79 15 points point NNS cord-104169-2sbc1guz 79 16 , , , cord-104169-2sbc1guz 79 17 which which WDT cord-104169-2sbc1guz 79 18 seems seem VBZ cord-104169-2sbc1guz 79 19 to to TO cord-104169-2sbc1guz 79 20 give give VB cord-104169-2sbc1guz 79 21 intuitively intuitively RB cord-104169-2sbc1guz 79 22 reasonable reasonable JJ cord-104169-2sbc1guz 79 23 results result NNS cord-104169-2sbc1guz 79 24 for for IN cord-104169-2sbc1guz 79 25 our -PRON- PRP$ cord-104169-2sbc1guz 79 26 purpose purpose NN cord-104169-2sbc1guz 79 27 . . . cord-104169-2sbc1guz 80 1 Our -PRON- PRP$ cord-104169-2sbc1guz 80 2 proposed propose VBN cord-104169-2sbc1guz 80 3 Bayesian Bayesian NNP cord-104169-2sbc1guz 80 4 Approach Approach NNP cord-104169-2sbc1guz 80 5 to to IN cord-104169-2sbc1guz 80 6 Novelty Novelty NNP cord-104169-2sbc1guz 80 7 Detection Detection NNP cord-104169-2sbc1guz 80 8 ( ( -LRB- cord-104169-2sbc1guz 80 9 BAND band NN cord-104169-2sbc1guz 80 10 ) ) -RRB- cord-104169-2sbc1guz 80 11 finds find VBZ cord-104169-2sbc1guz 80 12 the the DT cord-104169-2sbc1guz 80 13 time time NN cord-104169-2sbc1guz 80 14 interval interval NN cord-104169-2sbc1guz 80 15 τ τ NN cord-104169-2sbc1guz 80 16 that that WDT cord-104169-2sbc1guz 80 17 maximizes maximize VBZ cord-104169-2sbc1guz 80 18 the the DT cord-104169-2sbc1guz 80 19 observed observed JJ cord-104169-2sbc1guz 80 20 series series NN cord-104169-2sbc1guz 80 21 of of IN cord-104169-2sbc1guz 80 22 publication publication NN cord-104169-2sbc1guz 80 23 frequency frequency NN cord-104169-2sbc1guz 80 24 for for IN cord-104169-2sbc1guz 80 25 a a DT cord-104169-2sbc1guz 80 26 phrase phrase NN cord-104169-2sbc1guz 80 27 ( ( -LRB- cord-104169-2sbc1guz 80 28 Figure figure NN cord-104169-2sbc1guz 80 29 1 1 CD cord-104169-2sbc1guz 80 30 ) ) -RRB- cord-104169-2sbc1guz 80 31 . . . cord-104169-2sbc1guz 81 1 Paper paper NN cord-104169-2sbc1guz 81 2 publications publication NNS cord-104169-2sbc1guz 81 3 are be VBP cord-104169-2sbc1guz 81 4 events event NNS cord-104169-2sbc1guz 81 5 , , , cord-104169-2sbc1guz 81 6 so so CC cord-104169-2sbc1guz 81 7 it -PRON- PRP cord-104169-2sbc1guz 81 8 is be VBZ cord-104169-2sbc1guz 81 9 reasonable reasonable JJ cord-104169-2sbc1guz 81 10 to to TO cord-104169-2sbc1guz 81 11 assume assume VB cord-104169-2sbc1guz 81 12 that that IN cord-104169-2sbc1guz 81 13 the the DT cord-104169-2sbc1guz 81 14 number number NN cord-104169-2sbc1guz 81 15 of of IN cord-104169-2sbc1guz 81 16 publications publication NNS cord-104169-2sbc1guz 81 17 n n CC cord-104169-2sbc1guz 81 18 in in IN cord-104169-2sbc1guz 81 19 a a DT cord-104169-2sbc1guz 81 20 unit unit NN cord-104169-2sbc1guz 81 21 interval interval NN cord-104169-2sbc1guz 81 22 at at IN cord-104169-2sbc1guz 81 23 the the DT cord-104169-2sbc1guz 81 24 time time NN cord-104169-2sbc1guz 81 25 t t NN cord-104169-2sbc1guz 81 26 containing contain VBG cord-104169-2sbc1guz 81 27 the the DT cord-104169-2sbc1guz 81 28 given give VBN cord-104169-2sbc1guz 81 29 phrase phrase NN cord-104169-2sbc1guz 81 30 z z NN cord-104169-2sbc1guz 81 31 follows follow VBZ cord-104169-2sbc1guz 81 32 a a DT cord-104169-2sbc1guz 81 33 Poisson Poisson NNP cord-104169-2sbc1guz 81 34 distribution distribution NN cord-104169-2sbc1guz 81 35 . . . cord-104169-2sbc1guz 82 1 The the DT cord-104169-2sbc1guz 82 2 joint joint JJ cord-104169-2sbc1guz 82 3 density density NN cord-104169-2sbc1guz 82 4 function function NN cord-104169-2sbc1guz 82 5 for for IN cord-104169-2sbc1guz 82 6 publication publication NN cord-104169-2sbc1guz 82 7 frequency frequency NN cord-104169-2sbc1guz 82 8 is be VBZ cord-104169-2sbc1guz 82 9 given give VBN cord-104169-2sbc1guz 82 10 by by IN cord-104169-2sbc1guz 82 11 the the DT cord-104169-2sbc1guz 82 12 equation equation NN cord-104169-2sbc1guz 82 13 where where WRB cord-104169-2sbc1guz 82 14 µ µ NNP cord-104169-2sbc1guz 82 15 t t NNP cord-104169-2sbc1guz 82 16 is be VBZ cord-104169-2sbc1guz 82 17 modeled model VBN cord-104169-2sbc1guz 82 18 by by IN cord-104169-2sbc1guz 82 19 a a DT cord-104169-2sbc1guz 82 20 piecewise piecewise JJ cord-104169-2sbc1guz 82 21 linear linear JJ cord-104169-2sbc1guz 82 22 function function NN cord-104169-2sbc1guz 82 23 of of IN cord-104169-2sbc1guz 82 24 t t NN cord-104169-2sbc1guz 82 25 : : : cord-104169-2sbc1guz 83 1 Prior prior RB cord-104169-2sbc1guz 83 2 to to IN cord-104169-2sbc1guz 83 3 τ τ NN cord-104169-2sbc1guz 83 4 , , , cord-104169-2sbc1guz 83 5 we -PRON- PRP cord-104169-2sbc1guz 83 6 expect expect VBP cord-104169-2sbc1guz 83 7 the the DT cord-104169-2sbc1guz 83 8 number number NN cord-104169-2sbc1guz 83 9 of of IN cord-104169-2sbc1guz 83 10 publications publication NNS cord-104169-2sbc1guz 83 11 containing contain VBG cord-104169-2sbc1guz 83 12 the the DT cord-104169-2sbc1guz 83 13 given give VBN cord-104169-2sbc1guz 83 14 phrase phrase NN cord-104169-2sbc1guz 83 15 to to TO cord-104169-2sbc1guz 83 16 be be VB cord-104169-2sbc1guz 83 17 small small JJ cord-104169-2sbc1guz 83 18 , , , cord-104169-2sbc1guz 83 19 ideally ideally RB cord-104169-2sbc1guz 83 20 zero zero CD cord-104169-2sbc1guz 83 21 . . . cord-104169-2sbc1guz 84 1 The the DT cord-104169-2sbc1guz 84 2 parameter parameter NN cord-104169-2sbc1guz 84 3 α α XX cord-104169-2sbc1guz 84 4 > > XX cord-104169-2sbc1guz 84 5 0 0 CD cord-104169-2sbc1guz 84 6 controls control NNS cord-104169-2sbc1guz 84 7 for for IN cord-104169-2sbc1guz 84 8 the the DT cord-104169-2sbc1guz 84 9 noise noise NN cord-104169-2sbc1guz 84 10 ( ( -LRB- cord-104169-2sbc1guz 84 11 misattributed misattribute VBN cord-104169-2sbc1guz 84 12 papers paper NNS cord-104169-2sbc1guz 84 13 , , , cord-104169-2sbc1guz 84 14 improper improper JJ cord-104169-2sbc1guz 84 15 or or CC cord-104169-2sbc1guz 84 16 ambiguous ambiguous JJ cord-104169-2sbc1guz 84 17 usage usage NN cord-104169-2sbc1guz 84 18 of of IN cord-104169-2sbc1guz 84 19 the the DT cord-104169-2sbc1guz 84 20 phrase phrase NN cord-104169-2sbc1guz 84 21 , , , cord-104169-2sbc1guz 84 22 etc etc FW cord-104169-2sbc1guz 84 23 . . . cord-104169-2sbc1guz 84 24 ) ) -RRB- cord-104169-2sbc1guz 84 25 . . . cord-104169-2sbc1guz 85 1 After after IN cord-104169-2sbc1guz 85 2 the the DT cord-104169-2sbc1guz 85 3 moment moment NN cord-104169-2sbc1guz 85 4 τ τ NN cord-104169-2sbc1guz 85 5 , , , cord-104169-2sbc1guz 85 6 we -PRON- PRP cord-104169-2sbc1guz 85 7 expect expect VBP cord-104169-2sbc1guz 85 8 the the DT cord-104169-2sbc1guz 85 9 steady steady JJ cord-104169-2sbc1guz 85 10 grow grow NN cord-104169-2sbc1guz 85 11 of of IN cord-104169-2sbc1guz 85 12 phrase phrase NN cord-104169-2sbc1guz 85 13 popularity popularity NN cord-104169-2sbc1guz 85 14 with with IN cord-104169-2sbc1guz 85 15 the the DT cord-104169-2sbc1guz 85 16 rate rate NN cord-104169-2sbc1guz 85 17 β β NN cord-104169-2sbc1guz 85 18 . . . cord-104169-2sbc1guz 86 1 In in IN cord-104169-2sbc1guz 86 2 other other JJ cord-104169-2sbc1guz 86 3 words word NNS cord-104169-2sbc1guz 86 4 , , , cord-104169-2sbc1guz 86 5 τ τ NN cord-104169-2sbc1guz 86 6 is be VBZ cord-104169-2sbc1guz 86 7 the the DT cord-104169-2sbc1guz 86 8 point point NN cord-104169-2sbc1guz 86 9 in in IN cord-104169-2sbc1guz 86 10 time time NN cord-104169-2sbc1guz 86 11 ehen ehen NNP cord-104169-2sbc1guz 86 12 the the DT cord-104169-2sbc1guz 86 13 phrase phrase NN cord-104169-2sbc1guz 86 14 begins begin VBZ cord-104169-2sbc1guz 86 15 to to TO cord-104169-2sbc1guz 86 16 be be VB cord-104169-2sbc1guz 86 17 adopted adopt VBN cord-104169-2sbc1guz 86 18 . . . cord-104169-2sbc1guz 87 1 We -PRON- PRP cord-104169-2sbc1guz 87 2 consider consider VBP cord-104169-2sbc1guz 87 3 each each DT cord-104169-2sbc1guz 87 4 phrase phrase NN cord-104169-2sbc1guz 87 5 independently independently RB cord-104169-2sbc1guz 87 6 and and CC cord-104169-2sbc1guz 87 7 use use VB cord-104169-2sbc1guz 87 8 Bayesian Bayesian NNP cord-104169-2sbc1guz 87 9 modeling modeling NN cord-104169-2sbc1guz 87 10 to to TO cord-104169-2sbc1guz 87 11 find find VB cord-104169-2sbc1guz 87 12 the the DT cord-104169-2sbc1guz 87 13 most most RBS cord-104169-2sbc1guz 87 14 probable probable JJ cord-104169-2sbc1guz 87 15 parameters parameter NNS cord-104169-2sbc1guz 87 16 α α NN cord-104169-2sbc1guz 87 17 , , , cord-104169-2sbc1guz 87 18 β β NN cord-104169-2sbc1guz 87 19 , , , cord-104169-2sbc1guz 87 20 and and CC cord-104169-2sbc1guz 87 21 τ τ NN cord-104169-2sbc1guz 87 22 given give VBN cord-104169-2sbc1guz 87 23 the the DT cord-104169-2sbc1guz 87 24 observed observed JJ cord-104169-2sbc1guz 87 25 data datum NNS cord-104169-2sbc1guz 87 26 using use VBG cord-104169-2sbc1guz 87 27 the the DT cord-104169-2sbc1guz 87 28 standard standard JJ cord-104169-2sbc1guz 87 29 Bayesian bayesian JJ cord-104169-2sbc1guz 87 30 approach approach NN cord-104169-2sbc1guz 87 31 We -PRON- PRP cord-104169-2sbc1guz 87 32 use use VBP cord-104169-2sbc1guz 87 33 a a DT cord-104169-2sbc1guz 87 34 flat flat JJ cord-104169-2sbc1guz 87 35 uniformative uniformative NN cord-104169-2sbc1guz 87 36 prior prior RB cord-104169-2sbc1guz 87 37 with with IN cord-104169-2sbc1guz 87 38 P p NN cord-104169-2sbc1guz 87 39 ( ( -LRB- cord-104169-2sbc1guz 87 40 α α NNP cord-104169-2sbc1guz 87 41 , , , cord-104169-2sbc1guz 87 42 β β NN cord-104169-2sbc1guz 87 43 , , , cord-104169-2sbc1guz 87 44 τ τ NN cord-104169-2sbc1guz 87 45 ) ) -RRB- cord-104169-2sbc1guz 87 46 = = SYM cord-104169-2sbc1guz 87 47 const const NN cord-104169-2sbc1guz 87 48 . . . cord-104169-2sbc1guz 88 1 ( ( -LRB- cord-104169-2sbc1guz 88 2 4 4 LS cord-104169-2sbc1guz 88 3 ) ) -RRB- cord-104169-2sbc1guz 89 1 Our -PRON- PRP$ cord-104169-2sbc1guz 89 2 motivation motivation NN cord-104169-2sbc1guz 89 3 for for IN cord-104169-2sbc1guz 89 4 finding find VBG cord-104169-2sbc1guz 89 5 τ τ NN cord-104169-2sbc1guz 89 6 using use VBG cord-104169-2sbc1guz 89 7 BAND BAND NNP cord-104169-2sbc1guz 89 8 is be VBZ cord-104169-2sbc1guz 89 9 to to TO cord-104169-2sbc1guz 89 10 compare compare VB cord-104169-2sbc1guz 89 11 the the DT cord-104169-2sbc1guz 89 12 impact impact NN cord-104169-2sbc1guz 89 13 of of IN cord-104169-2sbc1guz 89 14 different different JJ cord-104169-2sbc1guz 89 15 publication publication NN cord-104169-2sbc1guz 89 16 venues venue NNS cord-104169-2sbc1guz 89 17 ( ( -LRB- cord-104169-2sbc1guz 89 18 i.e. i.e. FW cord-104169-2sbc1guz 89 19 preprint preprint NN cord-104169-2sbc1guz 89 20 servers server NNS cord-104169-2sbc1guz 89 21 and and CC cord-104169-2sbc1guz 89 22 peer peer NN cord-104169-2sbc1guz 89 23 - - HYPH cord-104169-2sbc1guz 89 24 reviewed review VBN cord-104169-2sbc1guz 89 25 journals journal NNS cord-104169-2sbc1guz 89 26 ) ) -RRB- cord-104169-2sbc1guz 89 27 that that WDT cord-104169-2sbc1guz 89 28 cover cover VBP cord-104169-2sbc1guz 89 29 overlapping overlap VBG cord-104169-2sbc1guz 89 30 research research NN cord-104169-2sbc1guz 89 31 topics topic NNS cord-104169-2sbc1guz 89 32 . . . cord-104169-2sbc1guz 90 1 For for IN cord-104169-2sbc1guz 90 2 a a DT cord-104169-2sbc1guz 90 3 single single JJ cord-104169-2sbc1guz 90 4 phrase phrase NN cord-104169-2sbc1guz 90 5 z z NN cord-104169-2sbc1guz 90 6 , , , cord-104169-2sbc1guz 90 7 we -PRON- PRP cord-104169-2sbc1guz 90 8 use use VBP cord-104169-2sbc1guz 90 9 the the DT cord-104169-2sbc1guz 90 10 observed observed JJ cord-104169-2sbc1guz 90 11 data datum NNS cord-104169-2sbc1guz 90 12 from from IN cord-104169-2sbc1guz 90 13 two two CD cord-104169-2sbc1guz 90 14 sources source NNS cord-104169-2sbc1guz 90 15 and and CC cord-104169-2sbc1guz 90 16 estimate estimate VB cord-104169-2sbc1guz 90 17 the the DT cord-104169-2sbc1guz 90 18 posterior posterior JJ cord-104169-2sbc1guz 90 19 probability probability NN cord-104169-2sbc1guz 90 20 P p NN cord-104169-2sbc1guz 90 21 ( ( -LRB- cord-104169-2sbc1guz 90 22 α α NNP cord-104169-2sbc1guz 90 23 , , , cord-104169-2sbc1guz 90 24 β β NN cord-104169-2sbc1guz 90 25 , , , cord-104169-2sbc1guz 90 26 τ τ NN cord-104169-2sbc1guz 90 27 ) ) -RRB- cord-104169-2sbc1guz 90 28 for for IN cord-104169-2sbc1guz 90 29 each each DT cord-104169-2sbc1guz 90 30 source source NN cord-104169-2sbc1guz 90 31 separately separately RB cord-104169-2sbc1guz 90 32 . . . cord-104169-2sbc1guz 91 1 Then then RB cord-104169-2sbc1guz 91 2 we -PRON- PRP cord-104169-2sbc1guz 91 3 run run VBP cord-104169-2sbc1guz 91 4 a a DT cord-104169-2sbc1guz 91 5 simulation simulation NN cord-104169-2sbc1guz 91 6 to to TO cord-104169-2sbc1guz 91 7 find find VB cord-104169-2sbc1guz 91 8 the the DT cord-104169-2sbc1guz 91 9 95 95 CD cord-104169-2sbc1guz 91 10 % % NN cord-104169-2sbc1guz 91 11 confidence confidence NN cord-104169-2sbc1guz 91 12 interval interval NN cord-104169-2sbc1guz 91 13 of of IN cord-104169-2sbc1guz 91 14 τ τ NN cord-104169-2sbc1guz 91 15 using use VBG cord-104169-2sbc1guz 91 16 the the DT cord-104169-2sbc1guz 91 17 following follow VBG cord-104169-2sbc1guz 91 18 procedure procedure NN cord-104169-2sbc1guz 91 19 : : : cord-104169-2sbc1guz 91 20 1 1 CD cord-104169-2sbc1guz 91 21 . . . cord-104169-2sbc1guz 92 1 For for IN cord-104169-2sbc1guz 92 2 a a DT cord-104169-2sbc1guz 92 3 single single JJ cord-104169-2sbc1guz 92 4 data data NN cord-104169-2sbc1guz 92 5 source source NN cord-104169-2sbc1guz 92 6 , , , cord-104169-2sbc1guz 92 7 compute compute NN cord-104169-2sbc1guz 92 8 P p NN cord-104169-2sbc1guz 92 9 ( ( -LRB- cord-104169-2sbc1guz 92 10 α α NNP cord-104169-2sbc1guz 92 11 , , , cord-104169-2sbc1guz 92 12 β β NN cord-104169-2sbc1guz 92 13 , , , cord-104169-2sbc1guz 92 14 τ τ NN cord-104169-2sbc1guz 92 15 ) ) -RRB- cord-104169-2sbc1guz 92 16 for for IN cord-104169-2sbc1guz 92 17 all all DT cord-104169-2sbc1guz 92 18 possible possible JJ cord-104169-2sbc1guz 92 19 configurations configuration NNS cord-104169-2sbc1guz 92 20 on on IN cord-104169-2sbc1guz 92 21 a a DT cord-104169-2sbc1guz 92 22 grid grid NN cord-104169-2sbc1guz 92 23 . . . cord-104169-2sbc1guz 93 1 2 2 LS cord-104169-2sbc1guz 93 2 . . . cord-104169-2sbc1guz 94 1 Sample sample VB cord-104169-2sbc1guz 94 2 a a DT cord-104169-2sbc1guz 94 3 large large JJ cord-104169-2sbc1guz 94 4 number number NN cord-104169-2sbc1guz 94 5 of of IN cord-104169-2sbc1guz 94 6 triplets triplet NNS cord-104169-2sbc1guz 94 7 ( ( -LRB- cord-104169-2sbc1guz 94 8 α α NNP cord-104169-2sbc1guz 94 9 , , , cord-104169-2sbc1guz 94 10 β β NN cord-104169-2sbc1guz 94 11 , , , cord-104169-2sbc1guz 94 12 τ τ NN cord-104169-2sbc1guz 94 13 ) ) -RRB- cord-104169-2sbc1guz 94 14 from from IN cord-104169-2sbc1guz 94 15 the the DT cord-104169-2sbc1guz 94 16 posterior posterior JJ cord-104169-2sbc1guz 94 17 computed compute VBN cord-104169-2sbc1guz 94 18 in in IN cord-104169-2sbc1guz 94 19 Step Step NNP cord-104169-2sbc1guz 94 20 1 1 CD cord-104169-2sbc1guz 94 21 . . . cord-104169-2sbc1guz 95 1 3 3 LS cord-104169-2sbc1guz 95 2 . . . cord-104169-2sbc1guz 96 1 Remove remove VB cord-104169-2sbc1guz 96 2 2.5 2.5 CD cord-104169-2sbc1guz 96 3 % % NN cord-104169-2sbc1guz 96 4 of of IN cord-104169-2sbc1guz 96 5 the the DT cord-104169-2sbc1guz 96 6 triples triple NNS cord-104169-2sbc1guz 96 7 with with IN cord-104169-2sbc1guz 96 8 the the DT cord-104169-2sbc1guz 96 9 highest high JJS cord-104169-2sbc1guz 96 10 value value NN cord-104169-2sbc1guz 96 11 of of IN cord-104169-2sbc1guz 96 12 τ τ NN cord-104169-2sbc1guz 96 13 , , , cord-104169-2sbc1guz 96 14 and and CC cord-104169-2sbc1guz 96 15 2.5 2.5 CD cord-104169-2sbc1guz 96 16 % % NN cord-104169-2sbc1guz 96 17 of of IN cord-104169-2sbc1guz 96 18 triplets triplet NNS cord-104169-2sbc1guz 96 19 with with IN cord-104169-2sbc1guz 96 20 the the DT cord-104169-2sbc1guz 96 21 lowest low JJS cord-104169-2sbc1guz 96 22 value value NN cord-104169-2sbc1guz 96 23 of of IN cord-104169-2sbc1guz 96 24 τ τ NN cord-104169-2sbc1guz 96 25 . . . cord-104169-2sbc1guz 97 1 The the DT cord-104169-2sbc1guz 97 2 probability probability NN cord-104169-2sbc1guz 97 3 for for IN cord-104169-2sbc1guz 97 4 τ τ NN cord-104169-2sbc1guz 97 5 to to TO cord-104169-2sbc1guz 97 6 lie lie VB cord-104169-2sbc1guz 97 7 in in IN cord-104169-2sbc1guz 97 8 the the DT cord-104169-2sbc1guz 97 9 remaining remaining JJ cord-104169-2sbc1guz 97 10 interval interval NN cord-104169-2sbc1guz 97 11 can can MD cord-104169-2sbc1guz 97 12 be be VB cord-104169-2sbc1guz 97 13 estimated estimate VBN cord-104169-2sbc1guz 97 14 as as IN cord-104169-2sbc1guz 97 15 95 95 CD cord-104169-2sbc1guz 97 16 % % NN cord-104169-2sbc1guz 97 17 . . . cord-104169-2sbc1guz 98 1 In in IN cord-104169-2sbc1guz 98 2 order order NN cord-104169-2sbc1guz 98 3 to to TO cord-104169-2sbc1guz 98 4 compare compare VB cord-104169-2sbc1guz 98 5 two two CD cord-104169-2sbc1guz 98 6 sources source NNS cord-104169-2sbc1guz 98 7 , , , cord-104169-2sbc1guz 98 8 we -PRON- PRP cord-104169-2sbc1guz 98 9 create create VBP cord-104169-2sbc1guz 98 10 two two CD cord-104169-2sbc1guz 98 11 sets set NNS cord-104169-2sbc1guz 98 12 of of IN cord-104169-2sbc1guz 98 13 tuples tuple NNS cord-104169-2sbc1guz 98 14 , , , cord-104169-2sbc1guz 98 15 one one CD cord-104169-2sbc1guz 98 16 for for IN cord-104169-2sbc1guz 98 17 each each DT cord-104169-2sbc1guz 98 18 source source NN cord-104169-2sbc1guz 98 19 . . . cord-104169-2sbc1guz 99 1 Then then RB cord-104169-2sbc1guz 99 2 we -PRON- PRP cord-104169-2sbc1guz 99 3 randomly randomly RB cord-104169-2sbc1guz 99 4 draw draw VBP cord-104169-2sbc1guz 99 5 a a DT cord-104169-2sbc1guz 99 6 tuple tuple NN cord-104169-2sbc1guz 99 7 from from IN cord-104169-2sbc1guz 99 8 the the DT cord-104169-2sbc1guz 99 9 first first JJ cord-104169-2sbc1guz 99 10 set set NN cord-104169-2sbc1guz 99 11 and and CC cord-104169-2sbc1guz 99 12 a a DT cord-104169-2sbc1guz 99 13 tuple tuple NN cord-104169-2sbc1guz 99 14 from from IN cord-104169-2sbc1guz 99 15 the the DT cord-104169-2sbc1guz 99 16 second second JJ cord-104169-2sbc1guz 99 17 one one NN cord-104169-2sbc1guz 99 18 . . . cord-104169-2sbc1guz 100 1 For for IN cord-104169-2sbc1guz 100 2 each each DT cord-104169-2sbc1guz 100 3 pair pair NN cord-104169-2sbc1guz 100 4 i i PRP cord-104169-2sbc1guz 100 5 we -PRON- PRP cord-104169-2sbc1guz 100 6 compute compute VBP cord-104169-2sbc1guz 100 7 δ δ NNP cord-104169-2sbc1guz 100 8 i i NNP cord-104169-2sbc1guz 100 9 , , , cord-104169-2sbc1guz 100 10 the the DT cord-104169-2sbc1guz 100 11 expected expect VBN cord-104169-2sbc1guz 100 12 difference difference NN cord-104169-2sbc1guz 100 13 between between IN cord-104169-2sbc1guz 100 14 the the DT cord-104169-2sbc1guz 100 15 two two CD cord-104169-2sbc1guz 100 16 sources source NNS cord-104169-2sbc1guz 100 17 where where WRB cord-104169-2sbc1guz 100 18 τ τ NN cord-104169-2sbc1guz 100 19 ( ( -LRB- cord-104169-2sbc1guz 100 20 s s NN cord-104169-2sbc1guz 100 21 ) ) -RRB- cord-104169-2sbc1guz 101 1 i i PRP cord-104169-2sbc1guz 101 2 is be VBZ cord-104169-2sbc1guz 101 3 the the DT cord-104169-2sbc1guz 101 4 i i NN cord-104169-2sbc1guz 101 5 - - HYPH cord-104169-2sbc1guz 101 6 th th XX cord-104169-2sbc1guz 101 7 sample sample NN cord-104169-2sbc1guz 101 8 in in IN cord-104169-2sbc1guz 101 9 source source NN cord-104169-2sbc1guz 101 10 s s NN cord-104169-2sbc1guz 101 11 : : : cord-104169-2sbc1guz 102 1 The the DT cord-104169-2sbc1guz 102 2 conclusion conclusion NN cord-104169-2sbc1guz 102 3 about about IN cord-104169-2sbc1guz 102 4 the the DT cord-104169-2sbc1guz 102 5 priority priority NN cord-104169-2sbc1guz 102 6 is be VBZ cord-104169-2sbc1guz 102 7 based base VBN cord-104169-2sbc1guz 102 8 on on IN cord-104169-2sbc1guz 102 9 distribution distribution NN cord-104169-2sbc1guz 102 10 of of IN cord-104169-2sbc1guz 102 11 δ δ NN cord-104169-2sbc1guz 102 12 around around IN cord-104169-2sbc1guz 102 13 zero zero CD cord-104169-2sbc1guz 102 14 . . . cord-104169-2sbc1guz 103 1 If if IN cord-104169-2sbc1guz 103 2 δ δ NN cord-104169-2sbc1guz 103 3 > > XX cord-104169-2sbc1guz 103 4 0 0 NFP cord-104169-2sbc1guz 103 5 for for IN cord-104169-2sbc1guz 103 6 the the DT cord-104169-2sbc1guz 103 7 majority majority NN cord-104169-2sbc1guz 103 8 of of IN cord-104169-2sbc1guz 103 9 the the DT cord-104169-2sbc1guz 103 10 pairs pair NNS cord-104169-2sbc1guz 103 11 , , , cord-104169-2sbc1guz 103 12 then then RB cord-104169-2sbc1guz 103 13 the the DT cord-104169-2sbc1guz 103 14 phrase phrase NN cord-104169-2sbc1guz 103 15 gains gain VBZ cord-104169-2sbc1guz 103 16 traction traction NN cord-104169-2sbc1guz 103 17 first first RB cord-104169-2sbc1guz 103 18 on on IN cord-104169-2sbc1guz 103 19 source source NN cord-104169-2sbc1guz 103 20 s s NN cord-104169-2sbc1guz 103 21 0 0 CD cord-104169-2sbc1guz 103 22 . . . cord-104169-2sbc1guz 104 1 Otherwise otherwise RB cord-104169-2sbc1guz 104 2 the the DT cord-104169-2sbc1guz 104 3 second second JJ cord-104169-2sbc1guz 104 4 source source NN cord-104169-2sbc1guz 104 5 wins win VBZ cord-104169-2sbc1guz 104 6 . . . cord-104169-2sbc1guz 105 1 In in IN cord-104169-2sbc1guz 105 2 this this DT cord-104169-2sbc1guz 105 3 section section NN cord-104169-2sbc1guz 105 4 we -PRON- PRP cord-104169-2sbc1guz 105 5 describe describe VBP cord-104169-2sbc1guz 105 6 our -PRON- PRP$ cord-104169-2sbc1guz 105 7 data data NN cord-104169-2sbc1guz 105 8 collection collection NN cord-104169-2sbc1guz 105 9 procedure procedure NN cord-104169-2sbc1guz 105 10 and and CC cord-104169-2sbc1guz 105 11 background background NN cord-104169-2sbc1guz 105 12 on on IN cord-104169-2sbc1guz 105 13 methods method NNS cord-104169-2sbc1guz 105 14 of of IN cord-104169-2sbc1guz 105 15 text text NN cord-104169-2sbc1guz 105 16 processing processing NN cord-104169-2sbc1guz 105 17 and and CC cord-104169-2sbc1guz 105 18 assessing assess VBG cord-104169-2sbc1guz 105 19 data datum NNS cord-104169-2sbc1guz 105 20 quality quality NN cord-104169-2sbc1guz 105 21 . . . cord-104169-2sbc1guz 106 1 Our -PRON- PRP$ cord-104169-2sbc1guz 106 2 code code NN cord-104169-2sbc1guz 106 3 for for IN cord-104169-2sbc1guz 106 4 running run VBG cord-104169-2sbc1guz 106 5 experiments experiment NNS cord-104169-2sbc1guz 106 6 is be VBZ cord-104169-2sbc1guz 106 7 publicly publicly RB cord-104169-2sbc1guz 106 8 available available JJ cord-104169-2sbc1guz 106 9 . . . cord-104169-2sbc1guz 107 1 1 1 LS cord-104169-2sbc1guz 108 1 We -PRON- PRP cord-104169-2sbc1guz 108 2 consider consider VBP cord-104169-2sbc1guz 108 3 two two CD cord-104169-2sbc1guz 108 4 types type NNS cord-104169-2sbc1guz 108 5 of of IN cord-104169-2sbc1guz 108 6 publication publication NN cord-104169-2sbc1guz 108 7 venues venue NNS cord-104169-2sbc1guz 108 8 : : : cord-104169-2sbc1guz 108 9 peerreviewed peerreviewed JJ cord-104169-2sbc1guz 108 10 journals journal NNS cord-104169-2sbc1guz 108 11 and and CC cord-104169-2sbc1guz 108 12 preprint preprint NN cord-104169-2sbc1guz 108 13 servers server NNS cord-104169-2sbc1guz 108 14 . . . cord-104169-2sbc1guz 109 1 There there EX cord-104169-2sbc1guz 109 2 are be VBP cord-104169-2sbc1guz 109 3 now now RB cord-104169-2sbc1guz 109 4 many many JJ cord-104169-2sbc1guz 109 5 preprint preprint NN cord-104169-2sbc1guz 109 6 servers server NNS cord-104169-2sbc1guz 109 7 for for IN cord-104169-2sbc1guz 109 8 various various JJ cord-104169-2sbc1guz 109 9 areas area NNS cord-104169-2sbc1guz 109 10 of of IN cord-104169-2sbc1guz 109 11 science science NN cord-104169-2sbc1guz 109 12 , , , cord-104169-2sbc1guz 109 13 including include VBG cord-104169-2sbc1guz 109 14 arXiv arxiv NN cord-104169-2sbc1guz 109 15 , , , cord-104169-2sbc1guz 109 16 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 109 17 , , , cord-104169-2sbc1guz 109 18 medRxiv medRxiv NNP cord-104169-2sbc1guz 109 19 , , , cord-104169-2sbc1guz 109 20 PsyArXiv PsyArXiv NNP cord-104169-2sbc1guz 109 21 , , , cord-104169-2sbc1guz 109 22 SocArXiv SocArXiv NNP cord-104169-2sbc1guz 109 23 , , , cord-104169-2sbc1guz 109 24 ChemRxiv ChemRxiv NNP cord-104169-2sbc1guz 109 25 , , , cord-104169-2sbc1guz 109 26 AgriRXiv AgriRXiv NNS cord-104169-2sbc1guz 109 27 , , , cord-104169-2sbc1guz 109 28 and and CC cord-104169-2sbc1guz 109 29 others other NNS cord-104169-2sbc1guz 109 30 . . . cord-104169-2sbc1guz 110 1 To to TO cord-104169-2sbc1guz 110 2 compare compare VB cord-104169-2sbc1guz 110 3 a a DT cord-104169-2sbc1guz 110 4 preprint preprint NN cord-104169-2sbc1guz 110 5 server server NN cord-104169-2sbc1guz 110 6 to to IN cord-104169-2sbc1guz 110 7 a a DT cord-104169-2sbc1guz 110 8 traditional traditional JJ cord-104169-2sbc1guz 110 9 venue venue NN cord-104169-2sbc1guz 110 10 one one NN cord-104169-2sbc1guz 110 11 needs need VBZ cord-104169-2sbc1guz 110 12 a a DT cord-104169-2sbc1guz 110 13 large large JJ cord-104169-2sbc1guz 110 14 open open JJ cord-104169-2sbc1guz 110 15 access access NN cord-104169-2sbc1guz 110 16 collection collection NN cord-104169-2sbc1guz 110 17 of of IN cord-104169-2sbc1guz 110 18 traditionally traditionally RB cord-104169-2sbc1guz 110 19 published publish VBN cord-104169-2sbc1guz 110 20 papers paper NNS cord-104169-2sbc1guz 110 21 . . . cord-104169-2sbc1guz 111 1 In in IN cord-104169-2sbc1guz 111 2 biomedical biomedical JJ cord-104169-2sbc1guz 111 3 sciences science NNS cord-104169-2sbc1guz 111 4 there there EX cord-104169-2sbc1guz 111 5 is be VBZ cord-104169-2sbc1guz 111 6 a a DT cord-104169-2sbc1guz 111 7 huge huge JJ cord-104169-2sbc1guz 111 8 Pubmed Pubmed NNP cord-104169-2sbc1guz 111 9 Central Central NNP cord-104169-2sbc1guz 111 10 Open Open NNP cord-104169-2sbc1guz 111 11 Access Access NNP cord-104169-2sbc1guz 111 12 Dataset Dataset NNP cord-104169-2sbc1guz 111 13 described describe VBN cord-104169-2sbc1guz 111 14 below below RB cord-104169-2sbc1guz 111 15 , , , cord-104169-2sbc1guz 111 16 which which WDT cord-104169-2sbc1guz 111 17 drove drive VBD cord-104169-2sbc1guz 111 18 our -PRON- PRP$ cord-104169-2sbc1guz 111 19 choice choice NN cord-104169-2sbc1guz 111 20 for for IN cord-104169-2sbc1guz 112 1 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 112 2 / / SYM cord-104169-2sbc1guz 112 3 medRxiv medRxiv VBZ cord-104169-2sbc1guz 112 4 as as IN cord-104169-2sbc1guz 112 5 a a DT cord-104169-2sbc1guz 112 6 comparison comparison NN cord-104169-2sbc1guz 112 7 venue venue NN cord-104169-2sbc1guz 112 8 . . . cord-104169-2sbc1guz 113 1 Another another DT cord-104169-2sbc1guz 113 2 reason reason NN cord-104169-2sbc1guz 113 3 for for IN cord-104169-2sbc1guz 113 4 this this DT cord-104169-2sbc1guz 113 5 choice choice NN cord-104169-2sbc1guz 113 6 of of IN cord-104169-2sbc1guz 113 7 data datum NNS cord-104169-2sbc1guz 113 8 sources source NNS cord-104169-2sbc1guz 113 9 is be VBZ cord-104169-2sbc1guz 113 10 that that IN cord-104169-2sbc1guz 113 11 one one CD cord-104169-2sbc1guz 113 12 of of IN cord-104169-2sbc1guz 113 13 our -PRON- PRP$ cord-104169-2sbc1guz 113 14 organizations organization NNS cord-104169-2sbc1guz 113 15 , , , cord-104169-2sbc1guz 113 16 Chan Chan NNP cord-104169-2sbc1guz 113 17 Zuckerberg Zuckerberg NNP cord-104169-2sbc1guz 113 18 Initiative Initiative NNP cord-104169-2sbc1guz 113 19 , , , cord-104169-2sbc1guz 113 20 has have VBZ cord-104169-2sbc1guz 113 21 a a DT cord-104169-2sbc1guz 113 22 special special JJ cord-104169-2sbc1guz 113 23 interest interest NN cord-104169-2sbc1guz 113 24 in in IN cord-104169-2sbc1guz 113 25 biomedical biomedical JJ cord-104169-2sbc1guz 113 26 sciences science NNS cord-104169-2sbc1guz 113 27 in in IN cord-104169-2sbc1guz 113 28 general general JJ cord-104169-2sbc1guz 113 29 and and CC cord-104169-2sbc1guz 113 30 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 113 31 & & CC cord-104169-2sbc1guz 113 32 medRxiv medRxiv NNP cord-104169-2sbc1guz 113 33 in in IN cord-104169-2sbc1guz 113 34 particular particular JJ cord-104169-2sbc1guz 113 35 . . . cord-104169-2sbc1guz 114 1 PubMed PubMed NNP cord-104169-2sbc1guz 114 2 is be VBZ cord-104169-2sbc1guz 114 3 a a DT cord-104169-2sbc1guz 114 4 central central JJ cord-104169-2sbc1guz 114 5 repository repository NN cord-104169-2sbc1guz 114 6 for for IN cord-104169-2sbc1guz 114 7 biomedical biomedical JJ cord-104169-2sbc1guz 114 8 papers paper NNS cord-104169-2sbc1guz 114 9 published publish VBN cord-104169-2sbc1guz 114 10 in in IN cord-104169-2sbc1guz 114 11 peer peer NN cord-104169-2sbc1guz 114 12 - - HYPH cord-104169-2sbc1guz 114 13 reviewed review VBN cord-104169-2sbc1guz 114 14 journals journal NNS cord-104169-2sbc1guz 114 15 . . . cord-104169-2sbc1guz 115 1 It -PRON- PRP cord-104169-2sbc1guz 115 2 contains contain VBZ cord-104169-2sbc1guz 115 3 over over IN cord-104169-2sbc1guz 115 4 26 26 CD cord-104169-2sbc1guz 115 5 million million CD cord-104169-2sbc1guz 115 6 journal journal NN cord-104169-2sbc1guz 115 7 publications publication NNS cord-104169-2sbc1guz 115 8 . . . cord-104169-2sbc1guz 116 1 Abstracts abstract NNS cord-104169-2sbc1guz 116 2 are be VBP cord-104169-2sbc1guz 116 3 publicly publicly RB cord-104169-2sbc1guz 116 4 available available JJ cord-104169-2sbc1guz 116 5 for for IN cord-104169-2sbc1guz 116 6 all all DT cord-104169-2sbc1guz 116 7 papers paper NNS cord-104169-2sbc1guz 116 8 , , , cord-104169-2sbc1guz 116 9 and and CC cord-104169-2sbc1guz 116 10 for for IN cord-104169-2sbc1guz 116 11 a a DT cord-104169-2sbc1guz 116 12 subset subset NN cord-104169-2sbc1guz 116 13 ( ( -LRB- cord-104169-2sbc1guz 116 14 the the DT cord-104169-2sbc1guz 116 15 PubMed PubMed NNP cord-104169-2sbc1guz 116 16 Central Central NNP cord-104169-2sbc1guz 116 17 Open Open NNP cord-104169-2sbc1guz 116 18 Access Access NNP cord-104169-2sbc1guz 116 19 Dataset Dataset NNP cord-104169-2sbc1guz 116 20 with with IN cord-104169-2sbc1guz 116 21 over over IN cord-104169-2sbc1guz 116 22 1.6 1.6 CD cord-104169-2sbc1guz 116 23 million million CD cord-104169-2sbc1guz 116 24 papers paper NNS cord-104169-2sbc1guz 116 25 ) ) -RRB- cord-104169-2sbc1guz 116 26 full full JJ cord-104169-2sbc1guz 116 27 texts text NNS cord-104169-2sbc1guz 116 28 are be VBP cord-104169-2sbc1guz 116 29 available available JJ cord-104169-2sbc1guz 116 30 . . . cord-104169-2sbc1guz 117 1 2 2 LS cord-104169-2sbc1guz 118 1 In in IN cord-104169-2sbc1guz 118 2 contrast contrast NN cord-104169-2sbc1guz 118 3 to to IN cord-104169-2sbc1guz 118 4 PubMed PubMed NNP cord-104169-2sbc1guz 118 5 , , , cord-104169-2sbc1guz 118 6 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 118 7 is be VBZ cord-104169-2sbc1guz 118 8 a a DT cord-104169-2sbc1guz 118 9 preprint preprint NN cord-104169-2sbc1guz 118 10 server server NN cord-104169-2sbc1guz 118 11 for for IN cord-104169-2sbc1guz 118 12 the the DT cord-104169-2sbc1guz 118 13 biological biological JJ cord-104169-2sbc1guz 118 14 sciences science NNS cord-104169-2sbc1guz 118 15 . . . cord-104169-2sbc1guz 119 1 Papers paper NNS cord-104169-2sbc1guz 119 2 published publish VBN cord-104169-2sbc1guz 119 3 there there EX cord-104169-2sbc1guz 119 4 are be VBP cord-104169-2sbc1guz 119 5 not not RB cord-104169-2sbc1guz 119 6 required require VBN cord-104169-2sbc1guz 119 7 to to TO cord-104169-2sbc1guz 119 8 pass pass VB cord-104169-2sbc1guz 119 9 a a DT cord-104169-2sbc1guz 119 10 strict strict JJ cord-104169-2sbc1guz 119 11 and and CC cord-104169-2sbc1guz 119 12 lengthy lengthy JJ cord-104169-2sbc1guz 119 13 review review NN cord-104169-2sbc1guz 119 14 process process NN cord-104169-2sbc1guz 119 15 . . . cord-104169-2sbc1guz 120 1 BioRxiv biorxiv DT cord-104169-2sbc1guz 120 2 hosts host NNS cord-104169-2sbc1guz 120 3 over over IN cord-104169-2sbc1guz 120 4 70,000 70,000 CD cord-104169-2sbc1guz 120 5 full full JJ cord-104169-2sbc1guz 120 6 text text NN cord-104169-2sbc1guz 120 7 articles article NNS cord-104169-2sbc1guz 120 8 , , , cord-104169-2sbc1guz 120 9 each each DT cord-104169-2sbc1guz 120 10 open open JJ cord-104169-2sbc1guz 120 11 to to IN cord-104169-2sbc1guz 120 12 the the DT cord-104169-2sbc1guz 120 13 public public NN cord-104169-2sbc1guz 120 14 . . . cord-104169-2sbc1guz 121 1 Recently recently RB cord-104169-2sbc1guz 121 2 medical medical JJ cord-104169-2sbc1guz 121 3 papers paper NNS cord-104169-2sbc1guz 121 4 were be VBD cord-104169-2sbc1guz 121 5 separated separate VBN cord-104169-2sbc1guz 121 6 into into IN cord-104169-2sbc1guz 121 7 a a DT cord-104169-2sbc1guz 121 8 special special JJ cord-104169-2sbc1guz 121 9 server server NN cord-104169-2sbc1guz 121 10 medRxiv medRxiv NNS cord-104169-2sbc1guz 121 11 . . . cord-104169-2sbc1guz 122 1 Since since IN cord-104169-2sbc1guz 122 2 the the DT cord-104169-2sbc1guz 122 3 search search NN cord-104169-2sbc1guz 122 4 engine engine NN cord-104169-2sbc1guz 122 5 provided provide VBN cord-104169-2sbc1guz 122 6 by by IN cord-104169-2sbc1guz 122 7 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 122 8 can can MD cord-104169-2sbc1guz 122 9 search search VB cord-104169-2sbc1guz 122 10 both both DT cord-104169-2sbc1guz 122 11 servers server NNS cord-104169-2sbc1guz 122 12 , , , cord-104169-2sbc1guz 122 13 below below IN cord-104169-2sbc1guz 122 14 we -PRON- PRP cord-104169-2sbc1guz 122 15 use use VBP cord-104169-2sbc1guz 122 16 the the DT cord-104169-2sbc1guz 122 17 term term NN cord-104169-2sbc1guz 122 18 " " `` cord-104169-2sbc1guz 122 19 bioRxiv biorxiv IN cord-104169-2sbc1guz 122 20 " " '' cord-104169-2sbc1guz 122 21 for for IN cord-104169-2sbc1guz 122 22 the the DT cord-104169-2sbc1guz 122 23 longer long JJR cord-104169-2sbc1guz 122 24 , , , cord-104169-2sbc1guz 122 25 but but CC cord-104169-2sbc1guz 122 26 more more RBR cord-104169-2sbc1guz 122 27 correct correct JJ cord-104169-2sbc1guz 122 28 term term NN cord-104169-2sbc1guz 122 29 " " '' cord-104169-2sbc1guz 122 30 the the DT cord-104169-2sbc1guz 122 31 union union NN cord-104169-2sbc1guz 122 32 of of IN cord-104169-2sbc1guz 123 1 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 123 2 and and CC cord-104169-2sbc1guz 123 3 medRxiv medRxiv NNP cord-104169-2sbc1guz 123 4 papers paper NNS cord-104169-2sbc1guz 123 5 " " '' cord-104169-2sbc1guz 123 6 . . . cord-104169-2sbc1guz 124 1 PubMed PubMed NNP cord-104169-2sbc1guz 124 2 and and CC cord-104169-2sbc1guz 124 3 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 124 4 cover cover VBP cord-104169-2sbc1guz 124 5 the the DT cord-104169-2sbc1guz 124 6 two two CD cord-104169-2sbc1guz 124 7 representative representative JJ cord-104169-2sbc1guz 124 8 categories category NNS cord-104169-2sbc1guz 124 9 of of IN cord-104169-2sbc1guz 124 10 publication publication NN cord-104169-2sbc1guz 124 11 venue venue NN cord-104169-2sbc1guz 124 12 . . . cord-104169-2sbc1guz 125 1 We -PRON- PRP cord-104169-2sbc1guz 125 2 also also RB cord-104169-2sbc1guz 125 3 include include VBP cord-104169-2sbc1guz 125 4 data datum NNS cord-104169-2sbc1guz 125 5 sources source NNS cord-104169-2sbc1guz 125 6 using use VBG cord-104169-2sbc1guz 125 7 information information NN cord-104169-2sbc1guz 125 8 from from IN cord-104169-2sbc1guz 125 9 COVID-19 COVID-19 NNP cord-104169-2sbc1guz 125 10 Open Open NNP cord-104169-2sbc1guz 125 11 Research Research NNP cord-104169-2sbc1guz 125 12 Dataset Dataset NNP cord-104169-2sbc1guz 125 13 Challenge Challenge NNP cord-104169-2sbc1guz 125 14 . . . cord-104169-2sbc1guz 126 1 In in IN cord-104169-2sbc1guz 126 2 our -PRON- PRP$ cord-104169-2sbc1guz 126 3 experiments experiment NNS cord-104169-2sbc1guz 126 4 and and CC cord-104169-2sbc1guz 126 5 analysis analysis NN cord-104169-2sbc1guz 126 6 we -PRON- PRP cord-104169-2sbc1guz 126 7 leverage leverage VBP cord-104169-2sbc1guz 126 8 a a DT cord-104169-2sbc1guz 126 9 large large JJ cord-104169-2sbc1guz 126 10 collection collection NN cord-104169-2sbc1guz 126 11 of of IN cord-104169-2sbc1guz 126 12 phrases phrase NNS cord-104169-2sbc1guz 126 13 collected collect VBN cord-104169-2sbc1guz 126 14 in in IN cord-104169-2sbc1guz 126 15 an an DT cord-104169-2sbc1guz 126 16 unsupervised unsupervised JJ cord-104169-2sbc1guz 126 17 way way NN cord-104169-2sbc1guz 126 18 using use VBG cord-104169-2sbc1guz 126 19 TextRank TextRank NNP cord-104169-2sbc1guz 126 20 ( ( -LRB- cord-104169-2sbc1guz 126 21 Mihalcea Mihalcea NNP cord-104169-2sbc1guz 126 22 and and CC cord-104169-2sbc1guz 126 23 Tarau Tarau NNP cord-104169-2sbc1guz 126 24 , , , cord-104169-2sbc1guz 126 25 2004 2004 CD cord-104169-2sbc1guz 126 26 ; ; : cord-104169-2sbc1guz 126 27 Nathan Nathan NNP cord-104169-2sbc1guz 126 28 , , , cord-104169-2sbc1guz 126 29 2016 2016 CD cord-104169-2sbc1guz 126 30 ) ) -RRB- cord-104169-2sbc1guz 126 31 . . . cord-104169-2sbc1guz 127 1 The the DT cord-104169-2sbc1guz 127 2 procedure procedure NN cord-104169-2sbc1guz 127 3 to to TO cord-104169-2sbc1guz 127 4 extract extract VB cord-104169-2sbc1guz 127 5 the the DT cord-104169-2sbc1guz 127 6 phrase phrase NN cord-104169-2sbc1guz 127 7 is be VBZ cord-104169-2sbc1guz 127 8 the the DT cord-104169-2sbc1guz 127 9 following follow VBG cord-104169-2sbc1guz 127 10 : : : cord-104169-2sbc1guz 127 11 1 1 CD cord-104169-2sbc1guz 127 12 . . . cord-104169-2sbc1guz 128 1 First first RB cord-104169-2sbc1guz 128 2 we -PRON- PRP cord-104169-2sbc1guz 128 3 extract extract VBP cord-104169-2sbc1guz 128 4 all all DT cord-104169-2sbc1guz 128 5 candidate candidate NN cord-104169-2sbc1guz 128 6 phrases phrase NNS cord-104169-2sbc1guz 128 7 from from IN cord-104169-2sbc1guz 128 8 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 128 9 abstracts abstract NNS cord-104169-2sbc1guz 128 10 using use VBG cord-104169-2sbc1guz 128 11 TextRank TextRank NNP cord-104169-2sbc1guz 128 12 . . . cord-104169-2sbc1guz 129 1 This this DT cord-104169-2sbc1guz 129 2 results result VBZ cord-104169-2sbc1guz 129 3 in in IN cord-104169-2sbc1guz 129 4 1,587,408 1,587,408 CD cord-104169-2sbc1guz 129 5 phrases phrase NNS cord-104169-2sbc1guz 129 6 . . . cord-104169-2sbc1guz 130 1 Step step NN cord-104169-2sbc1guz 130 2 1 1 CD cord-104169-2sbc1guz 130 3 to to IN cord-104169-2sbc1guz 130 4 the the DT cord-104169-2sbc1guz 130 5 239,608 239,608 CD cord-104169-2sbc1guz 130 6 phrases phrase NNS cord-104169-2sbc1guz 130 7 by by IN cord-104169-2sbc1guz 130 8 eliminating eliminate VBG cord-104169-2sbc1guz 130 9 phrases phrase NNS cord-104169-2sbc1guz 130 10 that that WDT cord-104169-2sbc1guz 130 11 were be VBD cord-104169-2sbc1guz 130 12 detected detect VBN cord-104169-2sbc1guz 130 13 by by IN cord-104169-2sbc1guz 130 14 TextRank TextRank NNP cord-104169-2sbc1guz 130 15 only only RB cord-104169-2sbc1guz 130 16 once once RB cord-104169-2sbc1guz 130 17 . . . cord-104169-2sbc1guz 131 1 Step step NN cord-104169-2sbc1guz 131 2 2 2 CD cord-104169-2sbc1guz 132 1 we -PRON- PRP cord-104169-2sbc1guz 132 2 generate generate VBP cord-104169-2sbc1guz 132 3 monthly monthly JJ cord-104169-2sbc1guz 132 4 time time NN cord-104169-2sbc1guz 132 5 series series NN cord-104169-2sbc1guz 132 6 data datum NNS cord-104169-2sbc1guz 132 7 for for IN cord-104169-2sbc1guz 132 8 both both DT cord-104169-2sbc1guz 132 9 PMC PMC NNP cord-104169-2sbc1guz 132 10 and and CC cord-104169-2sbc1guz 133 1 bioRxiv biorxiv IN cord-104169-2sbc1guz 133 2 using use VBG cord-104169-2sbc1guz 133 3 full full JJ cord-104169-2sbc1guz 133 4 text text NN cord-104169-2sbc1guz 133 5 . . . cord-104169-2sbc1guz 134 1 3 3 LS cord-104169-2sbc1guz 134 2 We -PRON- PRP cord-104169-2sbc1guz 134 3 use use VBP cord-104169-2sbc1guz 134 4 this this DT cord-104169-2sbc1guz 134 5 data data NN cord-104169-2sbc1guz 134 6 collection collection NN cord-104169-2sbc1guz 134 7 procedure procedure NN cord-104169-2sbc1guz 134 8 and and CC cord-104169-2sbc1guz 134 9 recommendations recommendation NNS cord-104169-2sbc1guz 134 10 from from IN cord-104169-2sbc1guz 134 11 CZI czi NN cord-104169-2sbc1guz 134 12 biomedical biomedical JJ cord-104169-2sbc1guz 134 13 curators curator NNS cord-104169-2sbc1guz 134 14 to to TO cord-104169-2sbc1guz 134 15 create create VB cord-104169-2sbc1guz 134 16 three three CD cord-104169-2sbc1guz 134 17 groups group NNS cord-104169-2sbc1guz 134 18 of of IN cord-104169-2sbc1guz 134 19 phrases phrase NNS cord-104169-2sbc1guz 134 20 : : : cord-104169-2sbc1guz 134 21 ( ( -LRB- cord-104169-2sbc1guz 134 22 a a DT cord-104169-2sbc1guz 134 23 ) ) -RRB- cord-104169-2sbc1guz 134 24 Common common JJ cord-104169-2sbc1guz 134 25 phrases phrase NNS cord-104169-2sbc1guz 134 26 : : : cord-104169-2sbc1guz 134 27 20 20 CD cord-104169-2sbc1guz 134 28 banal banal JJ cord-104169-2sbc1guz 134 29 phrases phrase NNS cord-104169-2sbc1guz 134 30 manually manually RB cord-104169-2sbc1guz 134 31 selected select VBN cord-104169-2sbc1guz 134 32 that that WDT cord-104169-2sbc1guz 134 33 are be VBP cord-104169-2sbc1guz 134 34 also also RB cord-104169-2sbc1guz 134 35 extracted extract VBN cord-104169-2sbc1guz 134 36 by by IN cord-104169-2sbc1guz 134 37 TextRank TextRank NNP cord-104169-2sbc1guz 134 38 ( ( -LRB- cord-104169-2sbc1guz 134 39 includes include VBZ cord-104169-2sbc1guz 134 40 ' ' `` cord-104169-2sbc1guz 134 41 medical medical JJ cord-104169-2sbc1guz 134 42 history history NN cord-104169-2sbc1guz 134 43 ' ' '' cord-104169-2sbc1guz 134 44 , , , cord-104169-2sbc1guz 134 45 ' ' '' cord-104169-2sbc1guz 134 46 heart heart NN cord-104169-2sbc1guz 134 47 disease disease NN cord-104169-2sbc1guz 134 48 ' ' '' cord-104169-2sbc1guz 134 49 , , , cord-104169-2sbc1guz 134 50 ' ' '' cord-104169-2sbc1guz 134 51 x x SYM cord-104169-2sbc1guz 134 52 - - NN cord-104169-2sbc1guz 134 53 ray ray NN cord-104169-2sbc1guz 134 54 ' ' '' cord-104169-2sbc1guz 134 55 , , , cord-104169-2sbc1guz 134 56 etc etc FW cord-104169-2sbc1guz 134 57 . . . cord-104169-2sbc1guz 134 58 ) ) -RRB- cord-104169-2sbc1guz 134 59 . . . cord-104169-2sbc1guz 135 1 ( ( -LRB- cord-104169-2sbc1guz 135 2 b b LS cord-104169-2sbc1guz 135 3 ) ) -RRB- cord-104169-2sbc1guz 135 4 Novel novel JJ cord-104169-2sbc1guz 135 5 phrases phrase NNS cord-104169-2sbc1guz 135 6 : : : cord-104169-2sbc1guz 135 7 20 20 CD cord-104169-2sbc1guz 135 8 phrases phrase NNS cord-104169-2sbc1guz 135 9 selected select VBN cord-104169-2sbc1guz 135 10 by by IN cord-104169-2sbc1guz 135 11 experts expert NNS cord-104169-2sbc1guz 135 12 ( ( -LRB- cord-104169-2sbc1guz 135 13 includes include VBZ cord-104169-2sbc1guz 135 14 ' ' `` cord-104169-2sbc1guz 135 15 mass mass NN cord-104169-2sbc1guz 135 16 cytometry cytometry NN cord-104169-2sbc1guz 135 17 ' ' '' cord-104169-2sbc1guz 135 18 , , , cord-104169-2sbc1guz 135 19 ' ' '' cord-104169-2sbc1guz 135 20 gene gene NN cord-104169-2sbc1guz 135 21 editing editing NN cord-104169-2sbc1guz 135 22 ' ' '' cord-104169-2sbc1guz 135 23 , , , cord-104169-2sbc1guz 135 24 ' ' '' cord-104169-2sbc1guz 135 25 fluorescence fluorescence NN cord-104169-2sbc1guz 135 26 activated activate VBD cord-104169-2sbc1guz 135 27 cell cell NN cord-104169-2sbc1guz 135 28 sorting sorting NN cord-104169-2sbc1guz 135 29 ' ' '' cord-104169-2sbc1guz 135 30 , , , cord-104169-2sbc1guz 135 31 etc etc FW cord-104169-2sbc1guz 135 32 . . . cord-104169-2sbc1guz 135 33 ) ) -RRB- cord-104169-2sbc1guz 135 34 . . . cord-104169-2sbc1guz 136 1 ( ( -LRB- cord-104169-2sbc1guz 136 2 c c LS cord-104169-2sbc1guz 136 3 ) ) -RRB- cord-104169-2sbc1guz 136 4 Top top JJ cord-104169-2sbc1guz 136 5 extracted extract VBN cord-104169-2sbc1guz 136 6 phrases phrase NNS cord-104169-2sbc1guz 136 7 : : : cord-104169-2sbc1guz 136 8 The the DT cord-104169-2sbc1guz 136 9 top top JJ cord-104169-2sbc1guz 136 10 7000 7000 CD cord-104169-2sbc1guz 136 11 phrases phrase NNS cord-104169-2sbc1guz 136 12 extracted extract VBN cord-104169-2sbc1guz 136 13 by by IN cord-104169-2sbc1guz 136 14 TextRank TextRank NNP cord-104169-2sbc1guz 136 15 determined determine VBN cord-104169-2sbc1guz 136 16 by by IN cord-104169-2sbc1guz 136 17 average average JJ cord-104169-2sbc1guz 136 18 importance importance NN cord-104169-2sbc1guz 136 19 score score NN cord-104169-2sbc1guz 136 20 . . . cord-104169-2sbc1guz 137 1 All all DT cord-104169-2sbc1guz 137 2 common common JJ cord-104169-2sbc1guz 137 3 and and CC cord-104169-2sbc1guz 137 4 novel novel JJ cord-104169-2sbc1guz 137 5 phrases phrase NNS cord-104169-2sbc1guz 137 6 , , , cord-104169-2sbc1guz 137 7 and and CC cord-104169-2sbc1guz 137 8 a a DT cord-104169-2sbc1guz 137 9 subset subset NN cord-104169-2sbc1guz 137 10 of of IN cord-104169-2sbc1guz 137 11 the the DT cord-104169-2sbc1guz 137 12 top top JJ cord-104169-2sbc1guz 137 13 ranking rank VBG cord-104169-2sbc1guz 137 14 phrases phrase NNS cord-104169-2sbc1guz 137 15 are be VBP cord-104169-2sbc1guz 137 16 shown show VBN cord-104169-2sbc1guz 137 17 in in IN cord-104169-2sbc1guz 137 18 Appendices Appendices NNP cord-104169-2sbc1guz 137 19 A.2 a.2 NN cord-104169-2sbc1guz 137 20 , , , cord-104169-2sbc1guz 137 21 A.1.2 A.1.2 NNP cord-104169-2sbc1guz 137 22 , , , cord-104169-2sbc1guz 137 23 and and CC cord-104169-2sbc1guz 137 24 A.1.1 A.1.1 NNP cord-104169-2sbc1guz 137 25 . . . cord-104169-2sbc1guz 138 1 To to TO cord-104169-2sbc1guz 138 2 assess assess VB cord-104169-2sbc1guz 138 3 the the DT cord-104169-2sbc1guz 138 4 effectiveness effectiveness NN cord-104169-2sbc1guz 138 5 of of IN cord-104169-2sbc1guz 138 6 BAND band NN cord-104169-2sbc1guz 138 7 for for IN cord-104169-2sbc1guz 138 8 finding find VBG cord-104169-2sbc1guz 138 9 τ τ NN cord-104169-2sbc1guz 138 10 we -PRON- PRP cord-104169-2sbc1guz 138 11 include include VBP cord-104169-2sbc1guz 138 12 a a DT cord-104169-2sbc1guz 138 13 strong strong JJ cord-104169-2sbc1guz 138 14 baseline baseline NN cord-104169-2sbc1guz 138 15 in in IN cord-104169-2sbc1guz 138 16 our -PRON- PRP$ cord-104169-2sbc1guz 138 17 experiments experiment NNS cord-104169-2sbc1guz 138 18 . . . cord-104169-2sbc1guz 139 1 In in IN cord-104169-2sbc1guz 139 2 our -PRON- PRP$ cord-104169-2sbc1guz 139 3 analysis analysis NN cord-104169-2sbc1guz 139 4 ( ( -LRB- cord-104169-2sbc1guz 139 5 Section section NN cord-104169-2sbc1guz 139 6 5.2 5.2 CD cord-104169-2sbc1guz 139 7 ) ) -RRB- cord-104169-2sbc1guz 139 8 , , , cord-104169-2sbc1guz 139 9 we -PRON- PRP cord-104169-2sbc1guz 139 10 compare compare VBP cord-104169-2sbc1guz 139 11 these these DT cord-104169-2sbc1guz 139 12 methods method NNS cord-104169-2sbc1guz 139 13 to to TO cord-104169-2sbc1guz 139 14 BAND band VB cord-104169-2sbc1guz 139 15 not not RB cord-104169-2sbc1guz 139 16 only only RB cord-104169-2sbc1guz 139 17 for for IN cord-104169-2sbc1guz 139 18 finding find VBG cord-104169-2sbc1guz 139 19 the the DT cord-104169-2sbc1guz 139 20 first first JJ cord-104169-2sbc1guz 139 21 clear clear JJ cord-104169-2sbc1guz 139 22 inflection inflection NN cord-104169-2sbc1guz 139 23 point point NN cord-104169-2sbc1guz 139 24 , , , cord-104169-2sbc1guz 139 25 but but CC cord-104169-2sbc1guz 139 26 also also RB cord-104169-2sbc1guz 139 27 how how WRB cord-104169-2sbc1guz 139 28 relevant relevant JJ cord-104169-2sbc1guz 139 29 τ τ NN cord-104169-2sbc1guz 139 30 is be VBZ cord-104169-2sbc1guz 139 31 for for IN cord-104169-2sbc1guz 139 32 the the DT cord-104169-2sbc1guz 139 33 end end NN cord-104169-2sbc1guz 139 34 goal goal NN cord-104169-2sbc1guz 139 35 of of IN cord-104169-2sbc1guz 139 36 novelty novelty NN cord-104169-2sbc1guz 139 37 detection detection NN cord-104169-2sbc1guz 139 38 and and CC cord-104169-2sbc1guz 139 39 comparing compare VBG cord-104169-2sbc1guz 139 40 research research NN cord-104169-2sbc1guz 139 41 impact impact NN cord-104169-2sbc1guz 139 42 . . . cord-104169-2sbc1guz 140 1 The the DT cord-104169-2sbc1guz 140 2 baseline baseline NN cord-104169-2sbc1guz 140 3 we -PRON- PRP cord-104169-2sbc1guz 140 4 include include VBP cord-104169-2sbc1guz 140 5 is be VBZ cord-104169-2sbc1guz 140 6 Window window NN cord-104169-2sbc1guz 140 7 - - HYPH cord-104169-2sbc1guz 140 8 based base VBN cord-104169-2sbc1guz 140 9 Change Change NNP cord-104169-2sbc1guz 140 10 Point Point NNP cord-104169-2sbc1guz 140 11 Detection Detection NNP cord-104169-2sbc1guz 140 12 ( ( -LRB- cord-104169-2sbc1guz 140 13 see see VB cord-104169-2sbc1guz 140 14 Section section NN cord-104169-2sbc1guz 140 15 2 2 CD cord-104169-2sbc1guz 140 16 ) ) -RRB- cord-104169-2sbc1guz 140 17 . . . cord-104169-2sbc1guz 141 1 It -PRON- PRP cord-104169-2sbc1guz 141 2 works work VBZ cord-104169-2sbc1guz 141 3 by by IN cord-104169-2sbc1guz 141 4 maximizing maximize VBG cord-104169-2sbc1guz 141 5 the the DT cord-104169-2sbc1guz 141 6 discrepancy discrepancy NN cord-104169-2sbc1guz 141 7 measuring measure VBG cord-104169-2sbc1guz 141 8 function function NN cord-104169-2sbc1guz 141 9 ( ( -LRB- cord-104169-2sbc1guz 141 10 6 6 LS cord-104169-2sbc1guz 141 11 ) ) -RRB- cord-104169-2sbc1guz 141 12 which which WDT cord-104169-2sbc1guz 141 13 is be VBZ cord-104169-2sbc1guz 141 14 large large JJ cord-104169-2sbc1guz 141 15 when when WRB cord-104169-2sbc1guz 141 16 the the DT cord-104169-2sbc1guz 141 17 left left JJ cord-104169-2sbc1guz 141 18 segment segment NN cord-104169-2sbc1guz 141 19 c(x c(x NNP cord-104169-2sbc1guz 141 20 a a NN cord-104169-2sbc1guz 141 21 , , , cord-104169-2sbc1guz 141 22 τ τ NN cord-104169-2sbc1guz 141 23 ) ) -RRB- cord-104169-2sbc1guz 141 24 is be VBZ cord-104169-2sbc1guz 141 25 dissimilar dissimilar JJ cord-104169-2sbc1guz 141 26 from from IN cord-104169-2sbc1guz 141 27 the the DT cord-104169-2sbc1guz 141 28 right right JJ cord-104169-2sbc1guz 141 29 segment segment NN cord-104169-2sbc1guz 141 30 c(τ c(τ NNP cord-104169-2sbc1guz 141 31 , , , cord-104169-2sbc1guz 141 32 x x NN cord-104169-2sbc1guz 141 33 b b NN cord-104169-2sbc1guz 141 34 ) ) -RRB- cord-104169-2sbc1guz 141 35 . . . cord-104169-2sbc1guz 142 1 Window window NN cord-104169-2sbc1guz 142 2 - - HYPH cord-104169-2sbc1guz 142 3 based base VBN cord-104169-2sbc1guz 142 4 Changepoint Changepoint NNP cord-104169-2sbc1guz 142 5 Detection Detection NNP cord-104169-2sbc1guz 142 6 ( ( -LRB- cord-104169-2sbc1guz 142 7 WCPD WCPD NNP cord-104169-2sbc1guz 142 8 ) ) -RRB- cord-104169-2sbc1guz 142 9 is be VBZ cord-104169-2sbc1guz 142 10 flexible flexible JJ cord-104169-2sbc1guz 142 11 and and CC cord-104169-2sbc1guz 142 12 has have VBZ cord-104169-2sbc1guz 142 13 been be VBN cord-104169-2sbc1guz 142 14 successful successful JJ cord-104169-2sbc1guz 142 15 when when WRB cord-104169-2sbc1guz 142 16 applied apply VBN cord-104169-2sbc1guz 142 17 to to IN cord-104169-2sbc1guz 142 18 many many JJ cord-104169-2sbc1guz 142 19 tasks task NNS cord-104169-2sbc1guz 142 20 . . . cord-104169-2sbc1guz 143 1 However however RB cord-104169-2sbc1guz 143 2 , , , cord-104169-2sbc1guz 143 3 for for IN cord-104169-2sbc1guz 143 4 a a DT cord-104169-2sbc1guz 143 5 number number NN cord-104169-2sbc1guz 143 6 of of IN cord-104169-2sbc1guz 143 7 novel novel JJ cord-104169-2sbc1guz 143 8 phrases phrase NNS cord-104169-2sbc1guz 143 9 ( ( -LRB- cord-104169-2sbc1guz 143 10 see see VB cord-104169-2sbc1guz 143 11 the the DT cord-104169-2sbc1guz 143 12 first first JJ cord-104169-2sbc1guz 143 13 two two CD cord-104169-2sbc1guz 143 14 examples example NNS cord-104169-2sbc1guz 143 15 on on IN cord-104169-2sbc1guz 143 16 Figure figure NN cord-104169-2sbc1guz 143 17 3 3 CD cord-104169-2sbc1guz 143 18 ) ) -RRB- cord-104169-2sbc1guz 144 1 it -PRON- PRP cord-104169-2sbc1guz 144 2 gives give VBZ cord-104169-2sbc1guz 144 3 intuitively intuitively RB cord-104169-2sbc1guz 144 4 unsatisfactory unsatisfactory JJ cord-104169-2sbc1guz 144 5 results result NNS cord-104169-2sbc1guz 144 6 for for IN cord-104169-2sbc1guz 144 7 the the DT cord-104169-2sbc1guz 144 8 detection detection NN cord-104169-2sbc1guz 144 9 of of IN cord-104169-2sbc1guz 144 10 the the DT cord-104169-2sbc1guz 144 11 idea idea NN cord-104169-2sbc1guz 144 12 onset onset NN cord-104169-2sbc1guz 144 13 . . . cord-104169-2sbc1guz 145 1 The the DT cord-104169-2sbc1guz 145 2 reason reason NN cord-104169-2sbc1guz 145 3 is be VBZ cord-104169-2sbc1guz 145 4 , , , cord-104169-2sbc1guz 145 5 WCPD WCPD NNP cord-104169-2sbc1guz 145 6 tries try VBZ cord-104169-2sbc1guz 145 7 to to TO cord-104169-2sbc1guz 145 8 find find VB cord-104169-2sbc1guz 145 9 the the DT cord-104169-2sbc1guz 145 10 point point NN cord-104169-2sbc1guz 145 11 where where WRB cord-104169-2sbc1guz 145 12 the the DT cord-104169-2sbc1guz 145 13 publication publication NN cord-104169-2sbc1guz 145 14 frequency frequency NN cord-104169-2sbc1guz 145 15 significantly significantly RB cord-104169-2sbc1guz 145 16 changes change VBZ cord-104169-2sbc1guz 145 17 , , , cord-104169-2sbc1guz 145 18 which which WDT cord-104169-2sbc1guz 145 19 often often RB cord-104169-2sbc1guz 145 20 corresponds correspond VBZ cord-104169-2sbc1guz 145 21 to to IN cord-104169-2sbc1guz 145 22 the the DT cord-104169-2sbc1guz 145 23 moment moment NN cord-104169-2sbc1guz 145 24 the the DT cord-104169-2sbc1guz 145 25 idea idea NN cord-104169-2sbc1guz 145 26 is be VBZ cord-104169-2sbc1guz 145 27 widely widely RB cord-104169-2sbc1guz 145 28 adopted adopt VBN cord-104169-2sbc1guz 145 29 . . . cord-104169-2sbc1guz 146 1 Our -PRON- PRP$ cord-104169-2sbc1guz 146 2 task task NN cord-104169-2sbc1guz 146 3 , , , cord-104169-2sbc1guz 146 4 on on IN cord-104169-2sbc1guz 146 5 the the DT cord-104169-2sbc1guz 146 6 other other JJ cord-104169-2sbc1guz 146 7 hand hand NN cord-104169-2sbc1guz 146 8 , , , cord-104169-2sbc1guz 146 9 is be VBZ cord-104169-2sbc1guz 146 10 to to TO cord-104169-2sbc1guz 146 11 find find VB cord-104169-2sbc1guz 146 12 the the DT cord-104169-2sbc1guz 146 13 point point NN cord-104169-2sbc1guz 146 14 when when WRB cord-104169-2sbc1guz 146 15 the the DT cord-104169-2sbc1guz 146 16 idea idea NN cord-104169-2sbc1guz 146 17 appears appear VBZ cord-104169-2sbc1guz 146 18 , , , cord-104169-2sbc1guz 146 19 which which WDT cord-104169-2sbc1guz 146 20 is be VBZ cord-104169-2sbc1guz 146 21 a a DT cord-104169-2sbc1guz 146 22 different different JJ cord-104169-2sbc1guz 146 23 problem problem NN cord-104169-2sbc1guz 146 24 . . . cord-104169-2sbc1guz 147 1 Therefore therefore RB cord-104169-2sbc1guz 147 2 one one PRP cord-104169-2sbc1guz 147 3 may may MD cord-104169-2sbc1guz 147 4 expect expect VB cord-104169-2sbc1guz 147 5 BAND band NN cord-104169-2sbc1guz 147 6 to to TO cord-104169-2sbc1guz 147 7 work work VB cord-104169-2sbc1guz 147 8 better well RBR cord-104169-2sbc1guz 147 9 for for IN cord-104169-2sbc1guz 147 10 the the DT cord-104169-2sbc1guz 147 11 cause cause NN cord-104169-2sbc1guz 147 12 of of IN cord-104169-2sbc1guz 147 13 the the DT cord-104169-2sbc1guz 147 14 novelty novelty NN cord-104169-2sbc1guz 147 15 detection detection NN cord-104169-2sbc1guz 147 16 because because IN cord-104169-2sbc1guz 147 17 its -PRON- PRP$ cord-104169-2sbc1guz 147 18 model model NN cord-104169-2sbc1guz 147 19 of of IN cord-104169-2sbc1guz 147 20 growth growth NN cord-104169-2sbc1guz 147 21 starting start VBG cord-104169-2sbc1guz 147 22 from from IN cord-104169-2sbc1guz 147 23 zero zero CD cord-104169-2sbc1guz 147 24 might may MD cord-104169-2sbc1guz 147 25 be be VB cord-104169-2sbc1guz 147 26 more more RBR cord-104169-2sbc1guz 147 27 suitable suitable JJ cord-104169-2sbc1guz 147 28 to to TO cord-104169-2sbc1guz 147 29 describe describe VB cord-104169-2sbc1guz 147 30 the the DT cord-104169-2sbc1guz 147 31 publication publication NN cord-104169-2sbc1guz 147 32 frequency frequency NN cord-104169-2sbc1guz 147 33 than than IN cord-104169-2sbc1guz 147 34 the the DT cord-104169-2sbc1guz 147 35 generic generic JJ cord-104169-2sbc1guz 147 36 model model NN cord-104169-2sbc1guz 147 37 of of IN cord-104169-2sbc1guz 147 38 WCPD WCPD NNP cord-104169-2sbc1guz 147 39 . . . cord-104169-2sbc1guz 148 1 We -PRON- PRP cord-104169-2sbc1guz 148 2 found find VBD cord-104169-2sbc1guz 148 3 necessary necessary JJ cord-104169-2sbc1guz 148 4 to to TO cord-104169-2sbc1guz 148 5 run run VB cord-104169-2sbc1guz 148 6 WCPD WCPD NNP cord-104169-2sbc1guz 148 7 using use VBG cord-104169-2sbc1guz 148 8 the the DT cord-104169-2sbc1guz 148 9 finite finite JJ cord-104169-2sbc1guz 148 10 difference difference NN cord-104169-2sbc1guz 148 11 approximation approximation NN cord-104169-2sbc1guz 148 12 of of IN cord-104169-2sbc1guz 148 13 the the DT cord-104169-2sbc1guz 148 14 publication publication NN cord-104169-2sbc1guz 148 15 frequency frequency NN cord-104169-2sbc1guz 148 16 gradient gradient NN cord-104169-2sbc1guz 148 17 to to TO cord-104169-2sbc1guz 148 18 obtain obtain VB cord-104169-2sbc1guz 148 19 reasonable reasonable JJ cord-104169-2sbc1guz 148 20 predictions prediction NNS cord-104169-2sbc1guz 148 21 . . . cord-104169-2sbc1guz 149 1 We -PRON- PRP cord-104169-2sbc1guz 149 2 use use VBP cord-104169-2sbc1guz 149 3 the the DT cord-104169-2sbc1guz 149 4 implementation implementation NN cord-104169-2sbc1guz 149 5 of of IN cord-104169-2sbc1guz 149 6 WCPD WCPD NNP cord-104169-2sbc1guz 149 7 provided provide VBN cord-104169-2sbc1guz 149 8 in in IN cord-104169-2sbc1guz 149 9 ruptures rupture NNS cord-104169-2sbc1guz 149 10 ( ( -LRB- cord-104169-2sbc1guz 149 11 Truong Truong NNP cord-104169-2sbc1guz 149 12 et et NNP cord-104169-2sbc1guz 149 13 al al NNP cord-104169-2sbc1guz 149 14 . . NNP cord-104169-2sbc1guz 149 15 , , , cord-104169-2sbc1guz 149 16 2020 2020 CD cord-104169-2sbc1guz 149 17 ) ) -RRB- cord-104169-2sbc1guz 149 18 with with IN cord-104169-2sbc1guz 149 19 an an DT cord-104169-2sbc1guz 149 20 L l NN cord-104169-2sbc1guz 149 21 2 2 CD cord-104169-2sbc1guz 149 22 -cost -cost NN cord-104169-2sbc1guz 149 23 function function NN cord-104169-2sbc1guz 149 24 ( ( -LRB- cord-104169-2sbc1guz 149 25 c c NN cord-104169-2sbc1guz 149 26 ) ) -RRB- cord-104169-2sbc1guz 149 27 , , , cord-104169-2sbc1guz 149 28 window window NN cord-104169-2sbc1guz 149 29 size size NN cord-104169-2sbc1guz 149 30 of of IN cord-104169-2sbc1guz 149 31 10 10 CD cord-104169-2sbc1guz 149 32 , , , cord-104169-2sbc1guz 149 33 penalty penalty NN cord-104169-2sbc1guz 149 34 of of IN cord-104169-2sbc1guz 149 35 1 1 CD cord-104169-2sbc1guz 149 36 , , , cord-104169-2sbc1guz 149 37 and and CC cord-104169-2sbc1guz 149 38 no no DT cord-104169-2sbc1guz 149 39 specification specification NN cord-104169-2sbc1guz 149 40 on on IN cord-104169-2sbc1guz 149 41 how how WRB cord-104169-2sbc1guz 149 42 many many JJ cord-104169-2sbc1guz 149 43 changepoints changepoint NNS cord-104169-2sbc1guz 149 44 to to TO cord-104169-2sbc1guz 149 45 return return VB cord-104169-2sbc1guz 149 46 . . . cord-104169-2sbc1guz 150 1 4 4 LS cord-104169-2sbc1guz 151 1 In in IN cord-104169-2sbc1guz 151 2 our -PRON- PRP$ cord-104169-2sbc1guz 151 3 figures figure NNS cord-104169-2sbc1guz 151 4 we -PRON- PRP cord-104169-2sbc1guz 151 5 display display VBP cord-104169-2sbc1guz 151 6 all all DT cord-104169-2sbc1guz 151 7 changepoints changepoint NNS cord-104169-2sbc1guz 151 8 from from IN cord-104169-2sbc1guz 151 9 WCPD WCPD NNP cord-104169-2sbc1guz 151 10 to to TO cord-104169-2sbc1guz 151 11 illustrate illustrate VB cord-104169-2sbc1guz 151 12 these these DT cord-104169-2sbc1guz 151 13 changepoints changepoint NNS cord-104169-2sbc1guz 151 14 do do VBP cord-104169-2sbc1guz 151 15 not not RB cord-104169-2sbc1guz 151 16 solely solely RB cord-104169-2sbc1guz 151 17 identify identify VB cord-104169-2sbc1guz 151 18 the the DT cord-104169-2sbc1guz 151 19 point point NN cord-104169-2sbc1guz 151 20 before before IN cord-104169-2sbc1guz 151 21 rapid rapid JJ cord-104169-2sbc1guz 151 22 growth growth NN cord-104169-2sbc1guz 151 23 in in IN cord-104169-2sbc1guz 151 24 idea idea NN cord-104169-2sbc1guz 151 25 adaptation adaptation NN cord-104169-2sbc1guz 151 26 . . . cord-104169-2sbc1guz 152 1 On on IN cord-104169-2sbc1guz 152 2 the the DT cord-104169-2sbc1guz 152 3 other other JJ cord-104169-2sbc1guz 152 4 hand hand NN cord-104169-2sbc1guz 152 5 our -PRON- PRP$ cord-104169-2sbc1guz 152 6 method method NN cord-104169-2sbc1guz 152 7 _SP cord-104169-2sbc1guz 153 1 In in IN cord-104169-2sbc1guz 153 2 this this DT cord-104169-2sbc1guz 153 3 section section NN cord-104169-2sbc1guz 153 4 we -PRON- PRP cord-104169-2sbc1guz 153 5 discuss discuss VBP cord-104169-2sbc1guz 153 6 the the DT cord-104169-2sbc1guz 153 7 following follow VBG cord-104169-2sbc1guz 153 8 hypotheses hypothesis NNS cord-104169-2sbc1guz 153 9 and and CC cord-104169-2sbc1guz 153 10 research research NN cord-104169-2sbc1guz 153 11 questions question NNS cord-104169-2sbc1guz 153 12 : : : cord-104169-2sbc1guz 153 13 • • XX cord-104169-2sbc1guz 154 1 Can Can MD cord-104169-2sbc1guz 154 2 we -PRON- PRP cord-104169-2sbc1guz 154 3 find find VB cord-104169-2sbc1guz 154 4 the the DT cord-104169-2sbc1guz 154 5 point point NN cord-104169-2sbc1guz 154 6 τ τ NN cord-104169-2sbc1guz 154 7 in in IN cord-104169-2sbc1guz 154 8 time time NN cord-104169-2sbc1guz 154 9 when when WRB cord-104169-2sbc1guz 154 10 a a DT cord-104169-2sbc1guz 154 11 phrase phrase NN cord-104169-2sbc1guz 154 12 is be VBZ cord-104169-2sbc1guz 154 13 determined determine VBN cord-104169-2sbc1guz 154 14 novel novel NN cord-104169-2sbc1guz 154 15 using use VBG cord-104169-2sbc1guz 154 16 our -PRON- PRP$ cord-104169-2sbc1guz 154 17 Bayesian Bayesian NNP cord-104169-2sbc1guz 154 18 Approach Approach NNP cord-104169-2sbc1guz 154 19 to to IN cord-104169-2sbc1guz 154 20 Novelty Novelty NNP cord-104169-2sbc1guz 154 21 Detection Detection NNP cord-104169-2sbc1guz 154 22 ( ( -LRB- cord-104169-2sbc1guz 154 23 BAND band NN cord-104169-2sbc1guz 154 24 ) ) -RRB- cord-104169-2sbc1guz 154 25 ? ? . cord-104169-2sbc1guz 155 1 • • NNP cord-104169-2sbc1guz 156 1 Is be VBZ cord-104169-2sbc1guz 156 2 the the DT cord-104169-2sbc1guz 156 3 value value NN cord-104169-2sbc1guz 156 4 of of IN cord-104169-2sbc1guz 156 5 τ τ NN cord-104169-2sbc1guz 156 6 effective effective JJ cord-104169-2sbc1guz 156 7 for for IN cord-104169-2sbc1guz 156 8 comparing compare VBG cord-104169-2sbc1guz 156 9 the the DT cord-104169-2sbc1guz 156 10 impact impact NN cord-104169-2sbc1guz 156 11 of of IN cord-104169-2sbc1guz 156 12 two two CD cord-104169-2sbc1guz 156 13 publication publication NN cord-104169-2sbc1guz 156 14 venues venue NNS cord-104169-2sbc1guz 156 15 ? ? . cord-104169-2sbc1guz 157 1 • • NNP cord-104169-2sbc1guz 158 1 Do do VBP cord-104169-2sbc1guz 158 2 our -PRON- PRP$ cord-104169-2sbc1guz 158 3 findings finding NNS cord-104169-2sbc1guz 158 4 verify verify VB cord-104169-2sbc1guz 158 5 that that IN cord-104169-2sbc1guz 158 6 preprint preprint NN cord-104169-2sbc1guz 158 7 servers server NNS cord-104169-2sbc1guz 158 8 are be VBP cord-104169-2sbc1guz 158 9 having have VBG cord-104169-2sbc1guz 158 10 a a DT cord-104169-2sbc1guz 158 11 positive positive JJ cord-104169-2sbc1guz 158 12 impact impact NN cord-104169-2sbc1guz 158 13 on on IN cord-104169-2sbc1guz 158 14 the the DT cord-104169-2sbc1guz 158 15 development development NN cord-104169-2sbc1guz 158 16 of of IN cord-104169-2sbc1guz 158 17 novel novel JJ cord-104169-2sbc1guz 158 18 ideas idea NNS cord-104169-2sbc1guz 158 19 ? ? . cord-104169-2sbc1guz 159 1 • • NNP cord-104169-2sbc1guz 160 1 How how WRB cord-104169-2sbc1guz 160 2 effective effective JJ cord-104169-2sbc1guz 160 3 is be VBZ cord-104169-2sbc1guz 160 4 publication publication NN cord-104169-2sbc1guz 160 5 frequency frequency NN cord-104169-2sbc1guz 160 6 for for IN cord-104169-2sbc1guz 160 7 distinguishing distinguish VBG cord-104169-2sbc1guz 160 8 from from IN cord-104169-2sbc1guz 160 9 novel novel JJ cord-104169-2sbc1guz 160 10 and and CC cord-104169-2sbc1guz 160 11 banal banal JJ cord-104169-2sbc1guz 160 12 phrases phrase NNS cord-104169-2sbc1guz 160 13 ? ? . cord-104169-2sbc1guz 161 1 Below below IN cord-104169-2sbc1guz 161 2 we -PRON- PRP cord-104169-2sbc1guz 161 3 answer answer VBP cord-104169-2sbc1guz 161 4 each each DT cord-104169-2sbc1guz 161 5 of of IN cord-104169-2sbc1guz 161 6 these these DT cord-104169-2sbc1guz 161 7 questions question NNS cord-104169-2sbc1guz 161 8 . . . cord-104169-2sbc1guz 162 1 The the DT cord-104169-2sbc1guz 162 2 common common JJ cord-104169-2sbc1guz 162 3 wisdom wisdom NN cord-104169-2sbc1guz 162 4 is be VBZ cord-104169-2sbc1guz 162 5 the the DT cord-104169-2sbc1guz 162 6 preprint preprint NN cord-104169-2sbc1guz 162 7 servers server NNS cord-104169-2sbc1guz 162 8 have have VBP cord-104169-2sbc1guz 162 9 positive positive JJ cord-104169-2sbc1guz 162 10 impact impact NN cord-104169-2sbc1guz 162 11 on on IN cord-104169-2sbc1guz 162 12 research research NN cord-104169-2sbc1guz 162 13 , , , cord-104169-2sbc1guz 162 14 by by IN cord-104169-2sbc1guz 162 15 making make VBG cord-104169-2sbc1guz 162 16 research research NN cord-104169-2sbc1guz 162 17 available available JJ cord-104169-2sbc1guz 162 18 openly openly RB cord-104169-2sbc1guz 162 19 and and CC cord-104169-2sbc1guz 162 20 quickly quickly RB cord-104169-2sbc1guz 162 21 . . . cord-104169-2sbc1guz 163 1 We -PRON- PRP cord-104169-2sbc1guz 163 2 attempt attempt VBP cord-104169-2sbc1guz 163 3 to to TO cord-104169-2sbc1guz 163 4 verify verify VB cord-104169-2sbc1guz 163 5 that that IN cord-104169-2sbc1guz 163 6 ideas idea NNS cord-104169-2sbc1guz 163 7 develop develop VBP cord-104169-2sbc1guz 163 8 faster fast RBR cord-104169-2sbc1guz 163 9 on on IN cord-104169-2sbc1guz 163 10 bioRxiv biorxiv DT cord-104169-2sbc1guz 163 11 rather rather RB cord-104169-2sbc1guz 163 12 than than IN cord-104169-2sbc1guz 163 13 on on IN cord-104169-2sbc1guz 163 14 PubMed PubMed NNP cord-104169-2sbc1guz 163 15 . . . cord-104169-2sbc1guz 164 1 Our -PRON- PRP$ cord-104169-2sbc1guz 164 2 results result NNS cord-104169-2sbc1guz 164 3 indicate indicate VBP cord-104169-2sbc1guz 164 4 that that IN cord-104169-2sbc1guz 164 5 this this DT cord-104169-2sbc1guz 164 6 might may MD cord-104169-2sbc1guz 164 7 be be VB cord-104169-2sbc1guz 164 8 true true JJ cord-104169-2sbc1guz 164 9 in in IN cord-104169-2sbc1guz 164 10 some some DT cord-104169-2sbc1guz 164 11 , , , cord-104169-2sbc1guz 164 12 but but CC cord-104169-2sbc1guz 164 13 not not RB cord-104169-2sbc1guz 164 14 all all DT cord-104169-2sbc1guz 164 15 , , , cord-104169-2sbc1guz 164 16 cases case NNS cord-104169-2sbc1guz 164 17 . . . cord-104169-2sbc1guz 165 1 For for IN cord-104169-2sbc1guz 165 2 some some DT cord-104169-2sbc1guz 165 3 phrases phrase NNS cord-104169-2sbc1guz 165 4 δ δ NN cord-104169-2sbc1guz 165 5 leans lean VBZ cord-104169-2sbc1guz 165 6 positive positive JJ cord-104169-2sbc1guz 165 7 ( ( -LRB- cord-104169-2sbc1guz 165 8 see see VB cord-104169-2sbc1guz 165 9 Figure figure NN cord-104169-2sbc1guz 165 10 2 2 CD cord-104169-2sbc1guz 165 11 top top NN cord-104169-2sbc1guz 165 12 ) ) -RRB- cord-104169-2sbc1guz 165 13 , , , cord-104169-2sbc1guz 165 14 indicating indicate VBG cord-104169-2sbc1guz 165 15 the the DT cord-104169-2sbc1guz 165 16 relevant relevant JJ cord-104169-2sbc1guz 165 17 phrase phrase NN cord-104169-2sbc1guz 165 18 and and CC cord-104169-2sbc1guz 165 19 presumably presumably RB cord-104169-2sbc1guz 165 20 the the DT cord-104169-2sbc1guz 165 21 novel novel JJ cord-104169-2sbc1guz 165 22 idea idea NN cord-104169-2sbc1guz 165 23 appeared appear VBD cord-104169-2sbc1guz 165 24 first first RB cord-104169-2sbc1guz 165 25 on on IN cord-104169-2sbc1guz 165 26 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 165 27 . . . cord-104169-2sbc1guz 166 1 However however RB cord-104169-2sbc1guz 166 2 , , , cord-104169-2sbc1guz 166 3 the the DT cord-104169-2sbc1guz 166 4 opposite opposite NN cord-104169-2sbc1guz 166 5 is be VBZ cord-104169-2sbc1guz 166 6 true true JJ cord-104169-2sbc1guz 166 7 more more RBR cord-104169-2sbc1guz 166 8 often often RB cord-104169-2sbc1guz 166 9 than than IN cord-104169-2sbc1guz 166 10 not not RB cord-104169-2sbc1guz 166 11 ( ( -LRB- cord-104169-2sbc1guz 166 12 see see VB cord-104169-2sbc1guz 166 13 Figure figure NN cord-104169-2sbc1guz 166 14 2 2 CD cord-104169-2sbc1guz 166 15 , , , cord-104169-2sbc1guz 166 16 bottom bottom NN cord-104169-2sbc1guz 166 17 ) ) -RRB- cord-104169-2sbc1guz 166 18 . . . cord-104169-2sbc1guz 167 1 Why why WRB cord-104169-2sbc1guz 167 2 is be VBZ cord-104169-2sbc1guz 167 3 PubMed PubMed NNP cord-104169-2sbc1guz 167 4 frequently frequently RB cord-104169-2sbc1guz 167 5 the the DT cord-104169-2sbc1guz 167 6 first first JJ cord-104169-2sbc1guz 167 7 place place NN cord-104169-2sbc1guz 167 8 that that WDT cord-104169-2sbc1guz 167 9 novel novel JJ cord-104169-2sbc1guz 167 10 ideas idea NNS cord-104169-2sbc1guz 167 11 appear appear VBP cord-104169-2sbc1guz 167 12 ? ? . cord-104169-2sbc1guz 168 1 One one CD cord-104169-2sbc1guz 168 2 reason reason NN cord-104169-2sbc1guz 168 3 might may MD cord-104169-2sbc1guz 168 4 be be VB cord-104169-2sbc1guz 168 5 that that IN cord-104169-2sbc1guz 168 6 bioRxiv biorxiv DT cord-104169-2sbc1guz 168 7 is be VBZ cord-104169-2sbc1guz 168 8 relatively relatively RB cord-104169-2sbc1guz 168 9 new new JJ cord-104169-2sbc1guz 168 10 , , , cord-104169-2sbc1guz 168 11 did do VBD cord-104169-2sbc1guz 168 12 not not RB cord-104169-2sbc1guz 168 13 gain gain VB cord-104169-2sbc1guz 168 14 enough enough JJ cord-104169-2sbc1guz 168 15 traction traction NN cord-104169-2sbc1guz 168 16 yet yet RB cord-104169-2sbc1guz 168 17 , , , cord-104169-2sbc1guz 168 18 and and CC cord-104169-2sbc1guz 168 19 its -PRON- PRP$ cord-104169-2sbc1guz 168 20 benefits benefit NNS cord-104169-2sbc1guz 168 21 are be VBP cord-104169-2sbc1guz 168 22 not not RB cord-104169-2sbc1guz 168 23 widely widely RB cord-104169-2sbc1guz 168 24 appreciated appreciate VBN cord-104169-2sbc1guz 168 25 . . . cord-104169-2sbc1guz 169 1 One one PRP cord-104169-2sbc1guz 169 2 can can MD cord-104169-2sbc1guz 169 3 even even RB cord-104169-2sbc1guz 169 4 say say VB cord-104169-2sbc1guz 169 5 it -PRON- PRP cord-104169-2sbc1guz 169 6 is be VBZ cord-104169-2sbc1guz 169 7 surprising surprising JJ cord-104169-2sbc1guz 169 8 and and CC cord-104169-2sbc1guz 169 9 encouraging encouraging JJ cord-104169-2sbc1guz 169 10 that that IN cord-104169-2sbc1guz 169 11 some some DT cord-104169-2sbc1guz 169 12 novel novel JJ cord-104169-2sbc1guz 169 13 ideas idea NNS cord-104169-2sbc1guz 169 14 appear appear VBP cord-104169-2sbc1guz 169 15 first first RB cord-104169-2sbc1guz 169 16 on on IN cord-104169-2sbc1guz 169 17 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 169 18 despite despite IN cord-104169-2sbc1guz 169 19 the the DT cord-104169-2sbc1guz 169 20 it -PRON- PRP cord-104169-2sbc1guz 169 21 being be VBG cord-104169-2sbc1guz 169 22 a a DT cord-104169-2sbc1guz 169 23 relative relative JJ cord-104169-2sbc1guz 169 24 newcomer newcomer NN cord-104169-2sbc1guz 169 25 . . . cord-104169-2sbc1guz 170 1 Thus thus RB cord-104169-2sbc1guz 170 2 one one CD cord-104169-2sbc1guz 170 3 interpretation interpretation NN cord-104169-2sbc1guz 170 4 of of IN cord-104169-2sbc1guz 170 5 our -PRON- PRP$ cord-104169-2sbc1guz 170 6 finding finding NN cord-104169-2sbc1guz 170 7 is be VBZ cord-104169-2sbc1guz 170 8 that that IN cord-104169-2sbc1guz 170 9 while while IN cord-104169-2sbc1guz 170 10 preprint preprint NN cord-104169-2sbc1guz 170 11 servers server NNS cord-104169-2sbc1guz 170 12 are be VBP cord-104169-2sbc1guz 170 13 already already RB cord-104169-2sbc1guz 170 14 having have VBG cord-104169-2sbc1guz 170 15 a a DT cord-104169-2sbc1guz 170 16 positive positive JJ cord-104169-2sbc1guz 170 17 impact impact NN cord-104169-2sbc1guz 170 18 on on IN cord-104169-2sbc1guz 170 19 research research NN cord-104169-2sbc1guz 170 20 , , , cord-104169-2sbc1guz 170 21 there there EX cord-104169-2sbc1guz 170 22 is be VBZ cord-104169-2sbc1guz 170 23 still still RB cord-104169-2sbc1guz 170 24 a a DT cord-104169-2sbc1guz 170 25 potential potential NN cord-104169-2sbc1guz 170 26 for for IN cord-104169-2sbc1guz 170 27 the the DT cord-104169-2sbc1guz 170 28 growth growth NN cord-104169-2sbc1guz 170 29 . . . cord-104169-2sbc1guz 171 1 In in IN cord-104169-2sbc1guz 171 2 this this DT cord-104169-2sbc1guz 171 3 case case NN cord-104169-2sbc1guz 171 4 we -PRON- PRP cord-104169-2sbc1guz 171 5 expect expect VBP cord-104169-2sbc1guz 171 6 that that IN cord-104169-2sbc1guz 171 7 in in IN cord-104169-2sbc1guz 171 8 the the DT cord-104169-2sbc1guz 171 9 future future JJ cord-104169-2sbc1guz 171 10 novel novel JJ cord-104169-2sbc1guz 171 11 ideas idea NNS cord-104169-2sbc1guz 171 12 will will MD cord-104169-2sbc1guz 171 13 appear appear VB cord-104169-2sbc1guz 171 14 first first RB cord-104169-2sbc1guz 171 15 on on IN cord-104169-2sbc1guz 171 16 bioRxiv biorxiv DT cord-104169-2sbc1guz 171 17 at at IN cord-104169-2sbc1guz 171 18 a a DT cord-104169-2sbc1guz 171 19 higher high JJR cord-104169-2sbc1guz 171 20 rate rate NN cord-104169-2sbc1guz 171 21 . . . cord-104169-2sbc1guz 172 1 We -PRON- PRP cord-104169-2sbc1guz 172 2 further further RB cord-104169-2sbc1guz 172 3 check check VBP cord-104169-2sbc1guz 172 4 this this DT cord-104169-2sbc1guz 172 5 assumption assumption NN cord-104169-2sbc1guz 172 6 in in IN cord-104169-2sbc1guz 172 7 Section section NN cord-104169-2sbc1guz 172 8 5.3 5.3 CD cord-104169-2sbc1guz 172 9 . . . cord-104169-2sbc1guz 173 1 We -PRON- PRP cord-104169-2sbc1guz 173 2 assume assume VBP cord-104169-2sbc1guz 173 3 that that IN cord-104169-2sbc1guz 173 4 curves curve NNS cord-104169-2sbc1guz 173 5 of of IN cord-104169-2sbc1guz 173 6 publication publication NN cord-104169-2sbc1guz 173 7 frequency frequency NN cord-104169-2sbc1guz 173 8 of of IN cord-104169-2sbc1guz 173 9 novel novel JJ cord-104169-2sbc1guz 173 10 ideas idea NNS cord-104169-2sbc1guz 173 11 follow follow VBP cord-104169-2sbc1guz 173 12 a a DT cord-104169-2sbc1guz 173 13 particular particular JJ cord-104169-2sbc1guz 173 14 shape shape NN cord-104169-2sbc1guz 173 15 - - : cord-104169-2sbc1guz 173 16 they -PRON- PRP cord-104169-2sbc1guz 173 17 are be VBP cord-104169-2sbc1guz 173 18 relatively relatively RB cord-104169-2sbc1guz 173 19 flat flat JJ cord-104169-2sbc1guz 173 20 followed follow VBN cord-104169-2sbc1guz 173 21 by by IN cord-104169-2sbc1guz 173 22 a a DT cord-104169-2sbc1guz 173 23 growth growth NN cord-104169-2sbc1guz 173 24 period period NN cord-104169-2sbc1guz 173 25 . . . cord-104169-2sbc1guz 174 1 This this DT cord-104169-2sbc1guz 174 2 assumption assumption NN cord-104169-2sbc1guz 174 3 is be VBZ cord-104169-2sbc1guz 174 4 built build VBN cord-104169-2sbc1guz 174 5 in in IN cord-104169-2sbc1guz 174 6 the the DT cord-104169-2sbc1guz 174 7 design design NN cord-104169-2sbc1guz 174 8 of of IN cord-104169-2sbc1guz 174 9 BAND BAND NNP cord-104169-2sbc1guz 174 10 . . . cord-104169-2sbc1guz 175 1 To to TO cord-104169-2sbc1guz 175 2 verify verify VB cord-104169-2sbc1guz 175 3 BAND BAND NNP cord-104169-2sbc1guz 175 4 's 's POS cord-104169-2sbc1guz 175 5 effectiveness effectiveness NN cord-104169-2sbc1guz 175 6 , , , cord-104169-2sbc1guz 175 7 we -PRON- PRP cord-104169-2sbc1guz 175 8 use use VBP cord-104169-2sbc1guz 175 9 a a DT cord-104169-2sbc1guz 175 10 set set NN cord-104169-2sbc1guz 175 11 of of IN cord-104169-2sbc1guz 175 12 novel novel JJ cord-104169-2sbc1guz 175 13 phrases phrase NNS cord-104169-2sbc1guz 175 14 provided provide VBN cord-104169-2sbc1guz 175 15 by by IN cord-104169-2sbc1guz 175 16 the the DT cord-104169-2sbc1guz 175 17 team team NN cord-104169-2sbc1guz 175 18 of of IN cord-104169-2sbc1guz 175 19 biomedical biomedical JJ cord-104169-2sbc1guz 175 20 curators curator NNS cord-104169-2sbc1guz 175 21 at at IN cord-104169-2sbc1guz 175 22 Chan Chan NNP cord-104169-2sbc1guz 175 23 Zuckerberg Zuckerberg NNP cord-104169-2sbc1guz 175 24 Initiative Initiative NNP cord-104169-2sbc1guz 175 25 ( ( -LRB- cord-104169-2sbc1guz 175 26 CZI CZI NNP cord-104169-2sbc1guz 175 27 ) ) -RRB- cord-104169-2sbc1guz 175 28 , , , cord-104169-2sbc1guz 175 29 extract extract VB cord-104169-2sbc1guz 175 30 their -PRON- PRP$ cord-104169-2sbc1guz 175 31 publication publication NN cord-104169-2sbc1guz 175 32 frequency frequency NN cord-104169-2sbc1guz 175 33 data datum NNS cord-104169-2sbc1guz 175 34 from from IN cord-104169-2sbc1guz 175 35 PubMed PubMed NNP cord-104169-2sbc1guz 175 36 , , , cord-104169-2sbc1guz 175 37 and and CC cord-104169-2sbc1guz 175 38 calculate calculate VB cord-104169-2sbc1guz 175 39 τ τ NN cord-104169-2sbc1guz 175 40 using use VBG cord-104169-2sbc1guz 175 41 BAND band NN cord-104169-2sbc1guz 175 42 . . . cord-104169-2sbc1guz 176 1 Qualitatively qualitatively RB cord-104169-2sbc1guz 176 2 , , , cord-104169-2sbc1guz 176 3 we -PRON- PRP cord-104169-2sbc1guz 176 4 see see VBP cord-104169-2sbc1guz 176 5 in in RP cord-104169-2sbc1guz 176 6 about about IN cord-104169-2sbc1guz 176 7 the the DT cord-104169-2sbc1guz 176 8 novelty novelty NN cord-104169-2sbc1guz 176 9 onset onset NN cord-104169-2sbc1guz 176 10 . . . cord-104169-2sbc1guz 177 1 As as IN cord-104169-2sbc1guz 177 2 discussed discuss VBN cord-104169-2sbc1guz 177 3 in in IN cord-104169-2sbc1guz 177 4 Section section NN cord-104169-2sbc1guz 177 5 4.3 4.3 CD cord-104169-2sbc1guz 177 6 , , , cord-104169-2sbc1guz 177 7 WCPD WCPD NNP cord-104169-2sbc1guz 177 8 is be VBZ cord-104169-2sbc1guz 177 9 another another DT cord-104169-2sbc1guz 177 10 technique technique NN cord-104169-2sbc1guz 177 11 for for IN cord-104169-2sbc1guz 177 12 finding find VBG cord-104169-2sbc1guz 177 13 points point NNS cord-104169-2sbc1guz 177 14 of of IN cord-104169-2sbc1guz 177 15 inflection inflection NN cord-104169-2sbc1guz 177 16 . . . cord-104169-2sbc1guz 178 1 WCPD WCPD NNP cord-104169-2sbc1guz 178 2 is be VBZ cord-104169-2sbc1guz 178 3 a a DT cord-104169-2sbc1guz 178 4 useful useful JJ cord-104169-2sbc1guz 178 5 method method NN cord-104169-2sbc1guz 178 6 because because IN cord-104169-2sbc1guz 178 7 it -PRON- PRP cord-104169-2sbc1guz 178 8 finds find VBZ cord-104169-2sbc1guz 178 9 inflection inflection NN cord-104169-2sbc1guz 178 10 points point NNS cord-104169-2sbc1guz 178 11 without without IN cord-104169-2sbc1guz 178 12 requiring require VBG cord-104169-2sbc1guz 178 13 any any DT cord-104169-2sbc1guz 178 14 prior prior JJ cord-104169-2sbc1guz 178 15 model model NN cord-104169-2sbc1guz 178 16 of of IN cord-104169-2sbc1guz 178 17 the the DT cord-104169-2sbc1guz 178 18 data datum NNS cord-104169-2sbc1guz 178 19 . . . cord-104169-2sbc1guz 179 1 As as IN cord-104169-2sbc1guz 179 2 expected expect VBN cord-104169-2sbc1guz 179 3 , , , cord-104169-2sbc1guz 179 4 if if IN cord-104169-2sbc1guz 179 5 the the DT cord-104169-2sbc1guz 179 6 evolution evolution NN cord-104169-2sbc1guz 179 7 of of IN cord-104169-2sbc1guz 179 8 data data NN cord-104169-2sbc1guz 179 9 follows follow VBZ cord-104169-2sbc1guz 179 10 our -PRON- PRP$ cord-104169-2sbc1guz 179 11 model model NN cord-104169-2sbc1guz 179 12 of of IN cord-104169-2sbc1guz 179 13 growth growth NN cord-104169-2sbc1guz 179 14 , , , cord-104169-2sbc1guz 179 15 BAND BAND NNP cord-104169-2sbc1guz 179 16 gives give VBZ cord-104169-2sbc1guz 179 17 a a DT cord-104169-2sbc1guz 179 18 better well JJR cord-104169-2sbc1guz 179 19 estimate estimate NN cord-104169-2sbc1guz 179 20 for for IN cord-104169-2sbc1guz 179 21 the the DT cord-104169-2sbc1guz 179 22 novelty novelty NN cord-104169-2sbc1guz 179 23 onset onset NN cord-104169-2sbc1guz 179 24 ( ( -LRB- cord-104169-2sbc1guz 179 25 Figure figure NN cord-104169-2sbc1guz 179 26 3 3 CD cord-104169-2sbc1guz 179 27 , , , cord-104169-2sbc1guz 179 28 left leave VBN cord-104169-2sbc1guz 179 29 and and CC cord-104169-2sbc1guz 179 30 center center NN cord-104169-2sbc1guz 179 31 ) ) -RRB- cord-104169-2sbc1guz 179 32 . . . cord-104169-2sbc1guz 180 1 On on IN cord-104169-2sbc1guz 180 2 the the DT cord-104169-2sbc1guz 180 3 other other JJ cord-104169-2sbc1guz 180 4 hand hand NN cord-104169-2sbc1guz 180 5 , , , cord-104169-2sbc1guz 180 6 if if IN cord-104169-2sbc1guz 180 7 the the DT cord-104169-2sbc1guz 180 8 data datum NNS cord-104169-2sbc1guz 180 9 do do VBP cord-104169-2sbc1guz 180 10 not not RB cord-104169-2sbc1guz 180 11 follow follow VB cord-104169-2sbc1guz 180 12 BAND band NN cord-104169-2sbc1guz 180 13 model model NN cord-104169-2sbc1guz 180 14 , , , cord-104169-2sbc1guz 180 15 BAND BAND NNP cord-104169-2sbc1guz 180 16 is be VBZ cord-104169-2sbc1guz 180 17 not not RB cord-104169-2sbc1guz 180 18 supposed suppose VBN cord-104169-2sbc1guz 180 19 to to TO cord-104169-2sbc1guz 180 20 work work VB cord-104169-2sbc1guz 180 21 well well RB cord-104169-2sbc1guz 180 22 , , , cord-104169-2sbc1guz 180 23 and and CC cord-104169-2sbc1guz 180 24 assumption assumption NN cord-104169-2sbc1guz 180 25 - - HYPH cord-104169-2sbc1guz 180 26 free free JJ cord-104169-2sbc1guz 180 27 models model NNS cord-104169-2sbc1guz 180 28 like like IN cord-104169-2sbc1guz 180 29 WCPD WCPD NNP cord-104169-2sbc1guz 180 30 might may MD cord-104169-2sbc1guz 180 31 work work VB cord-104169-2sbc1guz 180 32 better well RBR cord-104169-2sbc1guz 180 33 . . . cord-104169-2sbc1guz 181 1 An an DT cord-104169-2sbc1guz 181 2 example example NN cord-104169-2sbc1guz 181 3 is be VBZ cord-104169-2sbc1guz 181 4 shown show VBN cord-104169-2sbc1guz 181 5 on on IN cord-104169-2sbc1guz 181 6 ( ( -LRB- cord-104169-2sbc1guz 181 7 Figure figure NN cord-104169-2sbc1guz 181 8 3 3 CD cord-104169-2sbc1guz 181 9 , , , cord-104169-2sbc1guz 181 10 right right JJ cord-104169-2sbc1guz 181 11 ) ) -RRB- cord-104169-2sbc1guz 181 12 , , , cord-104169-2sbc1guz 181 13 where where WRB cord-104169-2sbc1guz 181 14 a a DT cord-104169-2sbc1guz 181 15 period period NN cord-104169-2sbc1guz 181 16 of of IN cord-104169-2sbc1guz 181 17 growth growth NN cord-104169-2sbc1guz 181 18 is be VBZ cord-104169-2sbc1guz 181 19 followed follow VBN cord-104169-2sbc1guz 181 20 by by IN cord-104169-2sbc1guz 181 21 a a DT cord-104169-2sbc1guz 181 22 plateau plateau NN cord-104169-2sbc1guz 181 23 rather rather RB cord-104169-2sbc1guz 181 24 than than IN cord-104169-2sbc1guz 181 25 the the DT cord-104169-2sbc1guz 181 26 growth growth NN cord-104169-2sbc1guz 181 27 assumed assume VBN cord-104169-2sbc1guz 181 28 by by IN cord-104169-2sbc1guz 181 29 BAND band NN cord-104169-2sbc1guz 181 30 model model NN cord-104169-2sbc1guz 181 31 . . . cord-104169-2sbc1guz 182 1 A a DT cord-104169-2sbc1guz 182 2 potentially potentially RB cord-104169-2sbc1guz 182 3 confounding confounding JJ cord-104169-2sbc1guz 182 4 variable variable NN cord-104169-2sbc1guz 182 5 in in IN cord-104169-2sbc1guz 182 6 our -PRON- PRP$ cord-104169-2sbc1guz 182 7 experimental experimental JJ cord-104169-2sbc1guz 182 8 setup setup NN cord-104169-2sbc1guz 182 9 is be VBZ cord-104169-2sbc1guz 182 10 the the DT cord-104169-2sbc1guz 182 11 relative relative JJ cord-104169-2sbc1guz 182 12 recency recency NN cord-104169-2sbc1guz 182 13 in in IN cord-104169-2sbc1guz 182 14 the the DT cord-104169-2sbc1guz 182 15 establishment establishment NN cord-104169-2sbc1guz 182 16 of of IN cord-104169-2sbc1guz 182 17 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 182 18 ( ( -LRB- cord-104169-2sbc1guz 182 19 2013 2013 CD cord-104169-2sbc1guz 182 20 ) ) -RRB- cord-104169-2sbc1guz 182 21 compared compare VBN cord-104169-2sbc1guz 182 22 to to IN cord-104169-2sbc1guz 182 23 PubMed PubMed NNP cord-104169-2sbc1guz 182 24 ( ( -LRB- cord-104169-2sbc1guz 182 25 1996 1996 CD cord-104169-2sbc1guz 182 26 ) ) -RRB- cord-104169-2sbc1guz 182 27 . . . cord-104169-2sbc1guz 183 1 This this DT cord-104169-2sbc1guz 183 2 motivates motivate VBZ cord-104169-2sbc1guz 183 3 us -PRON- PRP cord-104169-2sbc1guz 183 4 to to TO cord-104169-2sbc1guz 183 5 measure measure VB cord-104169-2sbc1guz 183 6 the the DT cord-104169-2sbc1guz 183 7 correlation correlation NN cord-104169-2sbc1guz 183 8 between between IN cord-104169-2sbc1guz 183 9 the the DT cord-104169-2sbc1guz 183 10 publication publication NN cord-104169-2sbc1guz 183 11 frequency frequency NN cord-104169-2sbc1guz 183 12 of of IN cord-104169-2sbc1guz 183 13 these these DT cord-104169-2sbc1guz 183 14 two two CD cord-104169-2sbc1guz 183 15 data datum NNS cord-104169-2sbc1guz 183 16 sources source NNS cord-104169-2sbc1guz 183 17 . . . cord-104169-2sbc1guz 184 1 We -PRON- PRP cord-104169-2sbc1guz 184 2 proceed proceed VBP cord-104169-2sbc1guz 184 3 by by IN cord-104169-2sbc1guz 184 4 looking look VBG cord-104169-2sbc1guz 184 5 at at IN cord-104169-2sbc1guz 184 6 three three CD cord-104169-2sbc1guz 184 7 groups group NNS cord-104169-2sbc1guz 184 8 of of IN cord-104169-2sbc1guz 184 9 phrases phrase NNS cord-104169-2sbc1guz 184 10 : : : cord-104169-2sbc1guz 184 11 ( ( -LRB- cord-104169-2sbc1guz 184 12 a a DT cord-104169-2sbc1guz 184 13 ) ) -RRB- cord-104169-2sbc1guz 184 14 common common JJ cord-104169-2sbc1guz 184 15 phrases phrase NNS cord-104169-2sbc1guz 184 16 found find VBN cord-104169-2sbc1guz 184 17 in in IN cord-104169-2sbc1guz 184 18 medical medical JJ cord-104169-2sbc1guz 184 19 terminology terminology NN cord-104169-2sbc1guz 184 20 , , , cord-104169-2sbc1guz 184 21 ( ( -LRB- cord-104169-2sbc1guz 184 22 b b NN cord-104169-2sbc1guz 184 23 ) ) -RRB- cord-104169-2sbc1guz 184 24 novel novel JJ cord-104169-2sbc1guz 184 25 phrases phrase NNS cord-104169-2sbc1guz 184 26 provided provide VBN cord-104169-2sbc1guz 184 27 by by IN cord-104169-2sbc1guz 184 28 experts expert NNS cord-104169-2sbc1guz 184 29 , , , cord-104169-2sbc1guz 184 30 and and CC cord-104169-2sbc1guz 184 31 ( ( -LRB- cord-104169-2sbc1guz 184 32 c c NN cord-104169-2sbc1guz 184 33 ) ) -RRB- cord-104169-2sbc1guz 184 34 highest high JJS cord-104169-2sbc1guz 184 35 scoring score VBG cord-104169-2sbc1guz 184 36 phrases phrase NNS cord-104169-2sbc1guz 184 37 according accord VBG cord-104169-2sbc1guz 184 38 to to IN cord-104169-2sbc1guz 184 39 TextRank TextRank NNP cord-104169-2sbc1guz 184 40 . . . cord-104169-2sbc1guz 185 1 First first RB cord-104169-2sbc1guz 185 2 , , , cord-104169-2sbc1guz 185 3 we -PRON- PRP cord-104169-2sbc1guz 185 4 aggregated aggregate VBD cord-104169-2sbc1guz 185 5 the the DT cord-104169-2sbc1guz 185 6 last last JJ cord-104169-2sbc1guz 185 7 6 6 CD cord-104169-2sbc1guz 185 8 years year NNS cord-104169-2sbc1guz 185 9 of of IN cord-104169-2sbc1guz 185 10 data datum NNS cord-104169-2sbc1guz 185 11 . . . cord-104169-2sbc1guz 186 1 We -PRON- PRP cord-104169-2sbc1guz 186 2 found find VBD cord-104169-2sbc1guz 186 3 the the DT cord-104169-2sbc1guz 186 4 similarity similarity NN cord-104169-2sbc1guz 186 5 between between IN cord-104169-2sbc1guz 186 6 PubMed PubMed NNP cord-104169-2sbc1guz 186 7 and and CC cord-104169-2sbc1guz 186 8 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 186 9 for for IN cord-104169-2sbc1guz 186 10 common common JJ cord-104169-2sbc1guz 186 11 phrases phrase NNS cord-104169-2sbc1guz 186 12 and and CC cord-104169-2sbc1guz 186 13 phrases phrase NNS cord-104169-2sbc1guz 186 14 extracted extract VBN cord-104169-2sbc1guz 186 15 from from IN cord-104169-2sbc1guz 186 16 TextRank TextRank NNP cord-104169-2sbc1guz 186 17 most most RBS cord-104169-2sbc1guz 186 18 similar similar JJ cord-104169-2sbc1guz 186 19 when when WRB cord-104169-2sbc1guz 186 20 comparing compare VBG cord-104169-2sbc1guz 186 21 the the DT cord-104169-2sbc1guz 186 22 early early JJ cord-104169-2sbc1guz 186 23 snapshot snapshot NN cord-104169-2sbc1guz 186 24 of of IN cord-104169-2sbc1guz 186 25 bioRxiv biorxiv DT cord-104169-2sbc1guz 186 26 with with IN cord-104169-2sbc1guz 186 27 the the DT cord-104169-2sbc1guz 186 28 later later JJ cord-104169-2sbc1guz 186 29 snapshot snapshot NN cord-104169-2sbc1guz 186 30 of of IN cord-104169-2sbc1guz 186 31 PubMed PubMed NNP cord-104169-2sbc1guz 186 32 ( ( -LRB- cord-104169-2sbc1guz 186 33 Figure Figure NNP cord-104169-2sbc1guz 186 34 4 4 CD cord-104169-2sbc1guz 186 35 ) ) -RRB- cord-104169-2sbc1guz 186 36 . . . cord-104169-2sbc1guz 187 1 Thus thus RB cord-104169-2sbc1guz 187 2 for for IN cord-104169-2sbc1guz 187 3 these these DT cord-104169-2sbc1guz 187 4 phrases phrase NNS cord-104169-2sbc1guz 187 5 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 187 6 is be VBZ cord-104169-2sbc1guz 187 7 predictive predictive JJ cord-104169-2sbc1guz 187 8 of of IN cord-104169-2sbc1guz 187 9 PubMed PubMed NNP cord-104169-2sbc1guz 187 10 . . . cord-104169-2sbc1guz 188 1 On on IN cord-104169-2sbc1guz 188 2 the the DT cord-104169-2sbc1guz 188 3 other other JJ cord-104169-2sbc1guz 188 4 hand hand NN cord-104169-2sbc1guz 188 5 , , , cord-104169-2sbc1guz 188 6 phrases phrase NNS cord-104169-2sbc1guz 188 7 selected select VBN cord-104169-2sbc1guz 188 8 by by IN cord-104169-2sbc1guz 188 9 experts expert NNS cord-104169-2sbc1guz 188 10 ( ( -LRB- cord-104169-2sbc1guz 188 11 Section section NN cord-104169-2sbc1guz 188 12 5.2 5.2 CD cord-104169-2sbc1guz 188 13 ) ) -RRB- cord-104169-2sbc1guz 188 14 tend tend VBP cord-104169-2sbc1guz 188 15 to to TO cord-104169-2sbc1guz 188 16 appear appear VB cord-104169-2sbc1guz 188 17 on on IN cord-104169-2sbc1guz 188 18 PubMed PubMed NNP cord-104169-2sbc1guz 188 19 first first RB cord-104169-2sbc1guz 189 1 ( ( -LRB- cord-104169-2sbc1guz 189 2 Figure Figure NNP cord-104169-2sbc1guz 189 3 4 4 CD cord-104169-2sbc1guz 189 4 , , , cord-104169-2sbc1guz 189 5 center center NN cord-104169-2sbc1guz 189 6 ) ) -RRB- cord-104169-2sbc1guz 189 7 . . . cord-104169-2sbc1guz 190 1 Taking take VBG cord-104169-2sbc1guz 190 2 into into IN cord-104169-2sbc1guz 190 3 account account NN cord-104169-2sbc1guz 190 4 that that IN cord-104169-2sbc1guz 190 5 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 190 6 is be VBZ cord-104169-2sbc1guz 190 7 still still RB cord-104169-2sbc1guz 190 8 evolving evolve VBG cord-104169-2sbc1guz 190 9 , , , cord-104169-2sbc1guz 190 10 we -PRON- PRP cord-104169-2sbc1guz 190 11 performed perform VBD cord-104169-2sbc1guz 190 12 a a DT cord-104169-2sbc1guz 190 13 more more RBR cord-104169-2sbc1guz 190 14 fine fine JJ cord-104169-2sbc1guz 190 15 - - HYPH cord-104169-2sbc1guz 190 16 grained grained JJ cord-104169-2sbc1guz 190 17 analysis analysis NN cord-104169-2sbc1guz 190 18 where where WRB cord-104169-2sbc1guz 190 19 results result NNS cord-104169-2sbc1guz 190 20 are be VBP cord-104169-2sbc1guz 190 21 only only RB cord-104169-2sbc1guz 190 22 aggregated aggregate VBN cord-104169-2sbc1guz 190 23 across across IN cord-104169-2sbc1guz 190 24 2 2 CD cord-104169-2sbc1guz 190 25 years year NNS cord-104169-2sbc1guz 190 26 instead instead RB cord-104169-2sbc1guz 190 27 of of IN cord-104169-2sbc1guz 190 28 6 6 CD cord-104169-2sbc1guz 190 29 . . . cord-104169-2sbc1guz 191 1 This this DT cord-104169-2sbc1guz 191 2 also also RB cord-104169-2sbc1guz 191 3 allowed allow VBD cord-104169-2sbc1guz 191 4 us -PRON- PRP cord-104169-2sbc1guz 191 5 to to TO cord-104169-2sbc1guz 191 6 study study VB cord-104169-2sbc1guz 191 7 how how WRB cord-104169-2sbc1guz 191 8 the the DT cord-104169-2sbc1guz 191 9 content content NN cord-104169-2sbc1guz 191 10 alignment alignment NN cord-104169-2sbc1guz 191 11 between between IN cord-104169-2sbc1guz 191 12 PubMed PubMed NNP cord-104169-2sbc1guz 191 13 and and CC cord-104169-2sbc1guz 191 14 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 191 15 has have VBZ cord-104169-2sbc1guz 191 16 changed change VBN cord-104169-2sbc1guz 191 17 over over IN cord-104169-2sbc1guz 191 18 time time NN cord-104169-2sbc1guz 191 19 . . . cord-104169-2sbc1guz 192 1 The the DT cord-104169-2sbc1guz 192 2 result result NN cord-104169-2sbc1guz 192 3 is be VBZ cord-104169-2sbc1guz 192 4 shown show VBN cord-104169-2sbc1guz 192 5 on on IN cord-104169-2sbc1guz 192 6 Figure figure NN cord-104169-2sbc1guz 192 7 5 5 CD cord-104169-2sbc1guz 192 8 . . . cord-104169-2sbc1guz 193 1 According accord VBG cord-104169-2sbc1guz 193 2 to to IN cord-104169-2sbc1guz 193 3 this this DT cord-104169-2sbc1guz 193 4 figure figure NN cord-104169-2sbc1guz 193 5 , , , cord-104169-2sbc1guz 193 6 as as IN cord-104169-2sbc1guz 193 7 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 193 8 matures mature VBZ cord-104169-2sbc1guz 193 9 , , , cord-104169-2sbc1guz 193 10 it -PRON- PRP cord-104169-2sbc1guz 193 11 becomes become VBZ cord-104169-2sbc1guz 193 12 a a DT cord-104169-2sbc1guz 193 13 better well JJR cord-104169-2sbc1guz 193 14 leading leading JJ cord-104169-2sbc1guz 193 15 indicator indicator NN cord-104169-2sbc1guz 193 16 of of IN cord-104169-2sbc1guz 193 17 PubMed PubMed NNP cord-104169-2sbc1guz 193 18 . . . cord-104169-2sbc1guz 194 1 Perhaps perhaps RB cord-104169-2sbc1guz 194 2 more more RBR cord-104169-2sbc1guz 194 3 critically critically RB cord-104169-2sbc1guz 194 4 , , , cord-104169-2sbc1guz 194 5 it -PRON- PRP cord-104169-2sbc1guz 194 6 also also RB cord-104169-2sbc1guz 194 7 shows show VBZ cord-104169-2sbc1guz 194 8 that that IN cord-104169-2sbc1guz 194 9 the the DT cord-104169-2sbc1guz 194 10 con- con- NN cord-104169-2sbc1guz 194 11 Figure figure NN cord-104169-2sbc1guz 194 12 5 5 CD cord-104169-2sbc1guz 194 13 : : : cord-104169-2sbc1guz 194 14 Fine fine JJ cord-104169-2sbc1guz 194 15 - - HYPH cord-104169-2sbc1guz 194 16 grained grained JJ cord-104169-2sbc1guz 194 17 correlation correlation NN cord-104169-2sbc1guz 194 18 analysis analysis NN cord-104169-2sbc1guz 194 19 . . . cord-104169-2sbc1guz 195 1 We -PRON- PRP cord-104169-2sbc1guz 195 2 perform perform VBP cord-104169-2sbc1guz 195 3 the the DT cord-104169-2sbc1guz 195 4 same same JJ cord-104169-2sbc1guz 195 5 analysis analysis NN cord-104169-2sbc1guz 195 6 as as IN cord-104169-2sbc1guz 195 7 in in IN cord-104169-2sbc1guz 195 8 Figure Figure NNP cord-104169-2sbc1guz 195 9 4 4 CD cord-104169-2sbc1guz 195 10 , , , cord-104169-2sbc1guz 195 11 except except IN cord-104169-2sbc1guz 195 12 with with IN cord-104169-2sbc1guz 195 13 a a DT cord-104169-2sbc1guz 195 14 smaller small JJR cord-104169-2sbc1guz 195 15 window window NN cord-104169-2sbc1guz 195 16 ( ( -LRB- cord-104169-2sbc1guz 195 17 two two CD cord-104169-2sbc1guz 195 18 years year NNS cord-104169-2sbc1guz 195 19 ) ) -RRB- cord-104169-2sbc1guz 195 20 and and CC cord-104169-2sbc1guz 195 21 shifting shift VBG cord-104169-2sbc1guz 195 22 both both CC cord-104169-2sbc1guz 195 23 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 195 24 ( ( -LRB- cord-104169-2sbc1guz 195 25 x x NN cord-104169-2sbc1guz 195 26 - - HYPH cord-104169-2sbc1guz 195 27 axis axis NN cord-104169-2sbc1guz 195 28 ) ) -RRB- cord-104169-2sbc1guz 195 29 and and CC cord-104169-2sbc1guz 195 30 the the DT cord-104169-2sbc1guz 195 31 starting start VBG cord-104169-2sbc1guz 195 32 month month NN cord-104169-2sbc1guz 195 33 ( ( -LRB- cord-104169-2sbc1guz 195 34 y y NN cord-104169-2sbc1guz 195 35 - - HYPH cord-104169-2sbc1guz 195 36 axis axis NN cord-104169-2sbc1guz 195 37 ) ) -RRB- cord-104169-2sbc1guz 195 38 . . . cord-104169-2sbc1guz 196 1 If if IN cord-104169-2sbc1guz 196 2 x x NN cord-104169-2sbc1guz 196 3 = = SYM cord-104169-2sbc1guz 196 4 1 1 CD cord-104169-2sbc1guz 196 5 and and CC cord-104169-2sbc1guz 196 6 y y NN cord-104169-2sbc1guz 196 7 = = SYM cord-104169-2sbc1guz 196 8 3 3 CD cord-104169-2sbc1guz 196 9 , , , cord-104169-2sbc1guz 196 10 then then RB cord-104169-2sbc1guz 196 11 the the DT cord-104169-2sbc1guz 196 12 start start NN cord-104169-2sbc1guz 196 13 month month NN cord-104169-2sbc1guz 196 14 is be VBZ cord-104169-2sbc1guz 196 15 April April NNP cord-104169-2sbc1guz 196 16 2014 2014 CD cord-104169-2sbc1guz 196 17 for for IN cord-104169-2sbc1guz 196 18 PubMed PubMed NNP cord-104169-2sbc1guz 196 19 and and CC cord-104169-2sbc1guz 196 20 March March NNP cord-104169-2sbc1guz 196 21 2014 2014 CD cord-104169-2sbc1guz 196 22 for for IN cord-104169-2sbc1guz 196 23 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 196 24 . . . cord-104169-2sbc1guz 197 1 The the DT cord-104169-2sbc1guz 197 2 data datum NNS cord-104169-2sbc1guz 197 3 are be VBP cord-104169-2sbc1guz 197 4 shown show VBN cord-104169-2sbc1guz 197 5 on on IN cord-104169-2sbc1guz 197 6 a a DT cord-104169-2sbc1guz 197 7 grid grid NN cord-104169-2sbc1guz 197 8 with with IN cord-104169-2sbc1guz 197 9 darker dark JJR cord-104169-2sbc1guz 197 10 red red JJ cord-104169-2sbc1guz 197 11 indicate indicate VBP cord-104169-2sbc1guz 197 12 high high JJ cord-104169-2sbc1guz 197 13 correlation correlation NN cord-104169-2sbc1guz 197 14 and and CC cord-104169-2sbc1guz 197 15 dark dark JJ cord-104169-2sbc1guz 197 16 blue blue JJ cord-104169-2sbc1guz 197 17 indicating indicate VBG cord-104169-2sbc1guz 197 18 low low JJ cord-104169-2sbc1guz 197 19 or or CC cord-104169-2sbc1guz 197 20 inverse inverse JJ cord-104169-2sbc1guz 197 21 correlation correlation NN cord-104169-2sbc1guz 197 22 . . . cord-104169-2sbc1guz 198 1 In in IN cord-104169-2sbc1guz 198 2 general general JJ cord-104169-2sbc1guz 198 3 , , , cord-104169-2sbc1guz 198 4 we -PRON- PRP cord-104169-2sbc1guz 198 5 see see VBP cord-104169-2sbc1guz 198 6 higher high JJR cord-104169-2sbc1guz 198 7 correlation correlation NN cord-104169-2sbc1guz 198 8 between between IN cord-104169-2sbc1guz 198 9 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 198 10 and and CC cord-104169-2sbc1guz 198 11 PubMed PubMed NNP cord-104169-2sbc1guz 198 12 as as IN cord-104169-2sbc1guz 198 13 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 198 14 matures mature VBZ cord-104169-2sbc1guz 198 15 . . . cord-104169-2sbc1guz 199 1 ( ( -LRB- cord-104169-2sbc1guz 199 2 b b LS cord-104169-2sbc1guz 199 3 ) ) -RRB- cord-104169-2sbc1guz 199 4 Virus virus NN cord-104169-2sbc1guz 199 5 outbreaks outbreak NNS cord-104169-2sbc1guz 199 6 that that WDT cord-104169-2sbc1guz 199 7 took take VBD cord-104169-2sbc1guz 199 8 place place NN cord-104169-2sbc1guz 199 9 after after IN cord-104169-2sbc1guz 199 10 the the DT cord-104169-2sbc1guz 199 11 start start NN cord-104169-2sbc1guz 199 12 of of IN cord-104169-2sbc1guz 199 13 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 199 14 . . . cord-104169-2sbc1guz 200 1 The the DT cord-104169-2sbc1guz 200 2 outbreak outbreak NN cord-104169-2sbc1guz 200 3 and and CC cord-104169-2sbc1guz 200 4 year year NN cord-104169-2sbc1guz 200 5 it -PRON- PRP cord-104169-2sbc1guz 200 6 began begin VBD cord-104169-2sbc1guz 200 7 is be VBZ cord-104169-2sbc1guz 200 8 shown show VBN cord-104169-2sbc1guz 200 9 above above IN cord-104169-2sbc1guz 200 10 each each DT cord-104169-2sbc1guz 200 11 plot plot NN cord-104169-2sbc1guz 200 12 . . . cord-104169-2sbc1guz 201 1 Figure figure NN cord-104169-2sbc1guz 201 2 6 6 CD cord-104169-2sbc1guz 201 3 : : : cord-104169-2sbc1guz 201 4 Outbreaks outbreak NNS cord-104169-2sbc1guz 201 5 that that WDT cord-104169-2sbc1guz 201 6 occurred occur VBD cord-104169-2sbc1guz 201 7 before before RB cord-104169-2sbc1guz 202 1 bioRxiv biorxiv DT cord-104169-2sbc1guz 202 2 became become VBD cord-104169-2sbc1guz 202 3 widespread widespread JJ cord-104169-2sbc1guz 202 4 ( ( -LRB- cord-104169-2sbc1guz 202 5 top top JJ cord-104169-2sbc1guz 202 6 row row NN cord-104169-2sbc1guz 202 7 , , , cord-104169-2sbc1guz 202 8 a a LS cord-104169-2sbc1guz 202 9 ) ) -RRB- cord-104169-2sbc1guz 202 10 with with IN cord-104169-2sbc1guz 202 11 publishing publishing NN cord-104169-2sbc1guz 202 12 activity activity NN cord-104169-2sbc1guz 202 13 plateaued plateaue VBD cord-104169-2sbc1guz 202 14 in in IN cord-104169-2sbc1guz 202 15 recent recent JJ cord-104169-2sbc1guz 202 16 years year NNS cord-104169-2sbc1guz 202 17 v. v. IN cord-104169-2sbc1guz 202 18 outbreaks outbreak NNS cord-104169-2sbc1guz 202 19 occurring occur VBG cord-104169-2sbc1guz 202 20 after after IN cord-104169-2sbc1guz 202 21 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 202 22 was be VBD cord-104169-2sbc1guz 202 23 founded found VBN cord-104169-2sbc1guz 202 24 ( ( -LRB- cord-104169-2sbc1guz 202 25 bottom bottom NN cord-104169-2sbc1guz 202 26 row row NN cord-104169-2sbc1guz 202 27 , , , cord-104169-2sbc1guz 202 28 b b LS cord-104169-2sbc1guz 202 29 ) ) -RRB- cord-104169-2sbc1guz 202 30 with with IN cord-104169-2sbc1guz 202 31 recent recent JJ cord-104169-2sbc1guz 202 32 growth growth NN cord-104169-2sbc1guz 202 33 in in IN cord-104169-2sbc1guz 202 34 research research NN cord-104169-2sbc1guz 202 35 activity activity NN cord-104169-2sbc1guz 202 36 . . . cord-104169-2sbc1guz 203 1 tent tent NN cord-104169-2sbc1guz 203 2 alignment alignment NN cord-104169-2sbc1guz 203 3 is be VBZ cord-104169-2sbc1guz 203 4 indeed indeed RB cord-104169-2sbc1guz 203 5 changing change VBG cord-104169-2sbc1guz 203 6 . . . cord-104169-2sbc1guz 204 1 The the DT cord-104169-2sbc1guz 204 2 analysis analysis NN cord-104169-2sbc1guz 204 3 we -PRON- PRP cord-104169-2sbc1guz 204 4 provide provide VBP cord-104169-2sbc1guz 204 5 in in IN cord-104169-2sbc1guz 204 6 this this DT cord-104169-2sbc1guz 204 7 work work NN cord-104169-2sbc1guz 204 8 at at IN cord-104169-2sbc1guz 204 9 best well RBS cord-104169-2sbc1guz 204 10 is be VBZ cord-104169-2sbc1guz 204 11 a a DT cord-104169-2sbc1guz 204 12 glimpse glimpse NN cord-104169-2sbc1guz 204 13 into into IN cord-104169-2sbc1guz 204 14 the the DT cord-104169-2sbc1guz 204 15 relationship relationship NN cord-104169-2sbc1guz 204 16 between between IN cord-104169-2sbc1guz 204 17 pre pre JJ cord-104169-2sbc1guz 204 18 - - JJ cord-104169-2sbc1guz 204 19 print print JJ cord-104169-2sbc1guz 204 20 servers server NNS cord-104169-2sbc1guz 204 21 and and CC cord-104169-2sbc1guz 204 22 peer peer NN cord-104169-2sbc1guz 204 23 - - HYPH cord-104169-2sbc1guz 204 24 reviewed review VBN cord-104169-2sbc1guz 204 25 journals journal NNS cord-104169-2sbc1guz 204 26 . . . cord-104169-2sbc1guz 205 1 It -PRON- PRP cord-104169-2sbc1guz 205 2 will will MD cord-104169-2sbc1guz 205 3 likely likely RB cord-104169-2sbc1guz 205 4 change change VB cord-104169-2sbc1guz 205 5 as as IN cord-104169-2sbc1guz 205 6 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 205 7 continues continue VBZ cord-104169-2sbc1guz 205 8 to to TO cord-104169-2sbc1guz 205 9 mature mature VB cord-104169-2sbc1guz 205 10 . . . cord-104169-2sbc1guz 206 1 During during IN cord-104169-2sbc1guz 206 2 natural natural JJ cord-104169-2sbc1guz 206 3 disasters disaster NNS cord-104169-2sbc1guz 206 4 such such JJ cord-104169-2sbc1guz 206 5 as as IN cord-104169-2sbc1guz 206 6 virus virus NN cord-104169-2sbc1guz 206 7 outbreaks outbreak NNS cord-104169-2sbc1guz 206 8 , , , cord-104169-2sbc1guz 206 9 scientific scientific JJ cord-104169-2sbc1guz 206 10 progress progress NN cord-104169-2sbc1guz 206 11 towards towards IN cord-104169-2sbc1guz 206 12 understanding understand VBG cord-104169-2sbc1guz 206 13 diseases disease NNS cord-104169-2sbc1guz 206 14 and and CC cord-104169-2sbc1guz 206 15 their -PRON- PRP$ cord-104169-2sbc1guz 206 16 cures cure NNS cord-104169-2sbc1guz 206 17 is be VBZ cord-104169-2sbc1guz 206 18 critical critical JJ cord-104169-2sbc1guz 206 19 , , , cord-104169-2sbc1guz 206 20 warranting warrant VBG cord-104169-2sbc1guz 206 21 fast fast JJ cord-104169-2sbc1guz 206 22 dissemination dissemination NN cord-104169-2sbc1guz 206 23 of of IN cord-104169-2sbc1guz 206 24 ideas idea NNS cord-104169-2sbc1guz 206 25 and and CC cord-104169-2sbc1guz 206 26 results result NNS cord-104169-2sbc1guz 206 27 of of IN cord-104169-2sbc1guz 206 28 research research NN cord-104169-2sbc1guz 206 29 . . . cord-104169-2sbc1guz 207 1 Pre pre JJ cord-104169-2sbc1guz 207 2 - - JJ cord-104169-2sbc1guz 207 3 print print JJ cord-104169-2sbc1guz 207 4 servers server NNS cord-104169-2sbc1guz 207 5 are be VBP cord-104169-2sbc1guz 207 6 particularly particularly RB cord-104169-2sbc1guz 207 7 well well RB cord-104169-2sbc1guz 207 8 suited suited JJ cord-104169-2sbc1guz 207 9 to to IN cord-104169-2sbc1guz 207 10 this this DT cord-104169-2sbc1guz 207 11 end end NN cord-104169-2sbc1guz 207 12 . . . cord-104169-2sbc1guz 208 1 Thus thus RB cord-104169-2sbc1guz 208 2 we -PRON- PRP cord-104169-2sbc1guz 208 3 compare compare VBP cord-104169-2sbc1guz 208 4 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 208 5 to to IN cord-104169-2sbc1guz 208 6 PubMed PubMed NNP cord-104169-2sbc1guz 208 7 for for IN cord-104169-2sbc1guz 208 8 five five CD cord-104169-2sbc1guz 208 9 recent recent JJ cord-104169-2sbc1guz 208 10 virus virus NN cord-104169-2sbc1guz 208 11 outbreaks outbreak NNS cord-104169-2sbc1guz 208 12 , , , cord-104169-2sbc1guz 208 13 some some DT cord-104169-2sbc1guz 208 14 of of IN cord-104169-2sbc1guz 208 15 which which WDT cord-104169-2sbc1guz 208 16 took take VBD cord-104169-2sbc1guz 208 17 place place NN cord-104169-2sbc1guz 208 18 prior prior RB cord-104169-2sbc1guz 208 19 to to IN cord-104169-2sbc1guz 208 20 the the DT cord-104169-2sbc1guz 208 21 founding founding NN cord-104169-2sbc1guz 208 22 of of IN cord-104169-2sbc1guz 208 23 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 208 24 . . . cord-104169-2sbc1guz 209 1 Each each DT cord-104169-2sbc1guz 209 2 virus virus NN cord-104169-2sbc1guz 209 3 outbreak outbreak NN cord-104169-2sbc1guz 209 4 was be VBD cord-104169-2sbc1guz 209 5 analyzed analyze VBN cord-104169-2sbc1guz 209 6 using use VBG cord-104169-2sbc1guz 209 7 a a DT cord-104169-2sbc1guz 209 8 composite composite NN cord-104169-2sbc1guz 209 9 of of IN cord-104169-2sbc1guz 209 10 publication publication NN cord-104169-2sbc1guz 209 11 frequency frequency NN cord-104169-2sbc1guz 209 12 of of IN cord-104169-2sbc1guz 209 13 multiple multiple JJ cord-104169-2sbc1guz 209 14 related relate VBN cord-104169-2sbc1guz 209 15 phrases phrase NNS cord-104169-2sbc1guz 209 16 . . . cord-104169-2sbc1guz 210 1 For for IN cord-104169-2sbc1guz 210 2 example example NN cord-104169-2sbc1guz 210 3 , , , cord-104169-2sbc1guz 210 4 values value NNS cord-104169-2sbc1guz 210 5 for for IN cord-104169-2sbc1guz 210 6 ' ' `` cord-104169-2sbc1guz 210 7 sars sars NNP cord-104169-2sbc1guz 210 8 - - HYPH cord-104169-2sbc1guz 210 9 cov2 cov2 NNP cord-104169-2sbc1guz 210 10 ' ' '' cord-104169-2sbc1guz 210 11 and and CC cord-104169-2sbc1guz 210 12 ' ' `` cord-104169-2sbc1guz 210 13 covid-19 covid-19 NN cord-104169-2sbc1guz 210 14 ' ' '' cord-104169-2sbc1guz 210 15 are be VBP cord-104169-2sbc1guz 210 16 aggregated aggregate VBN cord-104169-2sbc1guz 210 17 in in IN cord-104169-2sbc1guz 210 18 the the DT cord-104169-2sbc1guz 210 19 COVID-19 covid-19 JJ cord-104169-2sbc1guz 210 20 plot plot NN cord-104169-2sbc1guz 210 21 . . . cord-104169-2sbc1guz 211 1 The the DT cord-104169-2sbc1guz 211 2 five five CD cord-104169-2sbc1guz 211 3 relevant relevant JJ cord-104169-2sbc1guz 211 4 outbreaks outbreak NNS cord-104169-2sbc1guz 211 5 are be VBP cord-104169-2sbc1guz 211 6 listed list VBN cord-104169-2sbc1guz 211 7 below below RB cord-104169-2sbc1guz 211 8 : : : cord-104169-2sbc1guz 212 1 • • NNP cord-104169-2sbc1guz 212 2 Prior prior RB cord-104169-2sbc1guz 212 3 to to IN cord-104169-2sbc1guz 212 4 bioRxiv biorxiv DT cord-104169-2sbc1guz 212 5 establishment establishment NN cord-104169-2sbc1guz 212 6 ( ( -LRB- cord-104169-2sbc1guz 212 7 before before IN cord-104169-2sbc1guz 212 8 November November NNP cord-104169-2sbc1guz 212 9 2013 2013 CD cord-104169-2sbc1guz 212 10 , , , cord-104169-2sbc1guz 212 11 Figure figure NN cord-104169-2sbc1guz 212 12 6 6 CD cord-104169-2sbc1guz 212 13 , , , cord-104169-2sbc1guz 212 14 top top NN cord-104169-2sbc1guz 212 15 ) ) -RRB- cord-104169-2sbc1guz 212 16 : : : cord-104169-2sbc1guz 212 17 MERS MERS NNP cord-104169-2sbc1guz 212 18 and and CC cord-104169-2sbc1guz 212 19 SARS SARS NNP cord-104169-2sbc1guz 212 20 . . . cord-104169-2sbc1guz 213 1 • • NNP cord-104169-2sbc1guz 214 1 After after IN cord-104169-2sbc1guz 214 2 bioRxiv biorxiv DT cord-104169-2sbc1guz 214 3 establishment establishment NN cord-104169-2sbc1guz 214 4 ( ( -LRB- cord-104169-2sbc1guz 214 5 Figure figure NN cord-104169-2sbc1guz 214 6 6 6 CD cord-104169-2sbc1guz 214 7 , , , cord-104169-2sbc1guz 214 8 bottom bottom NN cord-104169-2sbc1guz 214 9 ) ) -RRB- cord-104169-2sbc1guz 214 10 : : : cord-104169-2sbc1guz 215 1 Zika Zika NNP cord-104169-2sbc1guz 215 2 , , , cord-104169-2sbc1guz 215 3 Ebola Ebola NNP cord-104169-2sbc1guz 215 4 , , , cord-104169-2sbc1guz 215 5 and and CC cord-104169-2sbc1guz 215 6 COVID-19 COVID-19 NNP cord-104169-2sbc1guz 215 7 . . . cord-104169-2sbc1guz 216 1 The the DT cord-104169-2sbc1guz 216 2 first first JJ cord-104169-2sbc1guz 216 3 group group NN cord-104169-2sbc1guz 216 4 of of IN cord-104169-2sbc1guz 216 5 outbreaks outbreak NNS cord-104169-2sbc1guz 216 6 exhibits exhibit VBZ cord-104169-2sbc1guz 216 7 the the DT cord-104169-2sbc1guz 216 8 expected expect VBN cord-104169-2sbc1guz 216 9 behavior behavior NN cord-104169-2sbc1guz 216 10 : : : cord-104169-2sbc1guz 217 1 bioRxiv biorxiv DT cord-104169-2sbc1guz 217 2 activity activity NN cord-104169-2sbc1guz 217 3 is be VBZ cord-104169-2sbc1guz 217 4 fairly fairly RB cord-104169-2sbc1guz 217 5 minimal minimal JJ cord-104169-2sbc1guz 217 6 given give VBN cord-104169-2sbc1guz 217 7 that that IN cord-104169-2sbc1guz 217 8 the the DT cord-104169-2sbc1guz 217 9 growth growth NN cord-104169-2sbc1guz 217 10 of of IN cord-104169-2sbc1guz 217 11 research research NN cord-104169-2sbc1guz 217 12 on on IN cord-104169-2sbc1guz 217 13 those those DT cord-104169-2sbc1guz 217 14 topics topic NNS cord-104169-2sbc1guz 217 15 had have VBD cord-104169-2sbc1guz 217 16 begun begin VBN cord-104169-2sbc1guz 217 17 to to TO cord-104169-2sbc1guz 217 18 saturate saturate VB cord-104169-2sbc1guz 217 19 by by IN cord-104169-2sbc1guz 217 20 the the DT cord-104169-2sbc1guz 217 21 time time NN cord-104169-2sbc1guz 217 22 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 217 23 was be VBD cord-104169-2sbc1guz 217 24 formed form VBN cord-104169-2sbc1guz 217 25 . . . cord-104169-2sbc1guz 218 1 But but CC cord-104169-2sbc1guz 218 2 the the DT cord-104169-2sbc1guz 218 3 second second JJ cord-104169-2sbc1guz 218 4 group group NN cord-104169-2sbc1guz 218 5 exhibits exhibit VBZ cord-104169-2sbc1guz 218 6 a a DT cord-104169-2sbc1guz 218 7 different different JJ cord-104169-2sbc1guz 218 8 behavior behavior NN cord-104169-2sbc1guz 218 9 . . . cord-104169-2sbc1guz 219 1 For for IN cord-104169-2sbc1guz 219 2 Ebola Ebola NNP cord-104169-2sbc1guz 219 3 outbreak outbreak NN cord-104169-2sbc1guz 219 4 , , , cord-104169-2sbc1guz 219 5 which which WDT cord-104169-2sbc1guz 219 6 took take VBD cord-104169-2sbc1guz 219 7 place place NN cord-104169-2sbc1guz 219 8 in in IN cord-104169-2sbc1guz 219 9 2015 2015 CD cord-104169-2sbc1guz 219 10 , , , cord-104169-2sbc1guz 219 11 the the DT cord-104169-2sbc1guz 219 12 activity activity NN cord-104169-2sbc1guz 219 13 in in IN cord-104169-2sbc1guz 219 14 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 219 15 is be VBZ cord-104169-2sbc1guz 219 16 fairly fairly RB cord-104169-2sbc1guz 219 17 low low JJ cord-104169-2sbc1guz 219 18 compared compare VBN cord-104169-2sbc1guz 219 19 to to IN cord-104169-2sbc1guz 219 20 PMC PMC NNP cord-104169-2sbc1guz 219 21 . . . cord-104169-2sbc1guz 220 1 For for IN cord-104169-2sbc1guz 220 2 Zika Zika NNP cord-104169-2sbc1guz 220 3 ( ( -LRB- cord-104169-2sbc1guz 220 4 2017 2017 CD cord-104169-2sbc1guz 220 5 ) ) -RRB- cord-104169-2sbc1guz 220 6 and and CC cord-104169-2sbc1guz 220 7 Covid-19 Covid-19 NNP cord-104169-2sbc1guz 220 8 ( ( -LRB- cord-104169-2sbc1guz 220 9 2019 2019 CD cord-104169-2sbc1guz 220 10 ) ) -RRB- cord-104169-2sbc1guz 221 1 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 221 2 has have VBZ cord-104169-2sbc1guz 221 3 an an DT cord-104169-2sbc1guz 221 4 early early JJ cord-104169-2sbc1guz 221 5 activity activity NN cord-104169-2sbc1guz 221 6 spike spike NN cord-104169-2sbc1guz 221 7 . . . cord-104169-2sbc1guz 222 1 Through through IN cord-104169-2sbc1guz 222 2 this this DT cord-104169-2sbc1guz 222 3 analysis analysis NN cord-104169-2sbc1guz 222 4 we -PRON- PRP cord-104169-2sbc1guz 222 5 can can MD cord-104169-2sbc1guz 222 6 see see VB cord-104169-2sbc1guz 222 7 that that IN cord-104169-2sbc1guz 222 8 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 222 9 has have VBZ cord-104169-2sbc1guz 222 10 become become VBN cord-104169-2sbc1guz 222 11 increasingly increasingly RB cord-104169-2sbc1guz 222 12 important important JJ cord-104169-2sbc1guz 222 13 in in IN cord-104169-2sbc1guz 222 14 emergency emergency NN cord-104169-2sbc1guz 222 15 situations situation NNS cord-104169-2sbc1guz 222 16 during during IN cord-104169-2sbc1guz 222 17 recent recent JJ cord-104169-2sbc1guz 222 18 years year NNS cord-104169-2sbc1guz 222 19 . . . cord-104169-2sbc1guz 223 1 Our -PRON- PRP$ cord-104169-2sbc1guz 223 2 work work NN cord-104169-2sbc1guz 223 3 serves serve VBZ cord-104169-2sbc1guz 223 4 as as IN cord-104169-2sbc1guz 223 5 a a DT cord-104169-2sbc1guz 223 6 first first JJ cord-104169-2sbc1guz 223 7 attempt attempt NN cord-104169-2sbc1guz 223 8 for for IN cord-104169-2sbc1guz 223 9 discovering discover VBG cord-104169-2sbc1guz 223 10 research research NN cord-104169-2sbc1guz 223 11 impact impact NN cord-104169-2sbc1guz 223 12 of of IN cord-104169-2sbc1guz 223 13 publication publication NN cord-104169-2sbc1guz 223 14 venues venue NNS cord-104169-2sbc1guz 223 15 using use VBG cord-104169-2sbc1guz 223 16 full full JJ cord-104169-2sbc1guz 223 17 text text NN cord-104169-2sbc1guz 223 18 analysis analysis NN cord-104169-2sbc1guz 223 19 . . . cord-104169-2sbc1guz 224 1 One one CD cord-104169-2sbc1guz 224 2 notable notable JJ cord-104169-2sbc1guz 224 3 assumption assumption NN cord-104169-2sbc1guz 224 4 we -PRON- PRP cord-104169-2sbc1guz 224 5 make make VBP cord-104169-2sbc1guz 224 6 is be VBZ cord-104169-2sbc1guz 224 7 that that IN cord-104169-2sbc1guz 224 8 all all DT cord-104169-2sbc1guz 224 9 phrase phrase NN cord-104169-2sbc1guz 224 10 mentions mention NNS cord-104169-2sbc1guz 224 11 are be VBP cord-104169-2sbc1guz 224 12 treated treat VBN cord-104169-2sbc1guz 224 13 equally equally RB cord-104169-2sbc1guz 224 14 . . . cord-104169-2sbc1guz 225 1 In in IN cord-104169-2sbc1guz 225 2 the the DT cord-104169-2sbc1guz 225 3 future future NN cord-104169-2sbc1guz 225 4 , , , cord-104169-2sbc1guz 225 5 we -PRON- PRP cord-104169-2sbc1guz 225 6 may may MD cord-104169-2sbc1guz 225 7 want want VB cord-104169-2sbc1guz 225 8 to to TO cord-104169-2sbc1guz 225 9 distinguish distinguish VB cord-104169-2sbc1guz 225 10 how how WRB cord-104169-2sbc1guz 225 11 a a DT cord-104169-2sbc1guz 225 12 phrase phrase NN cord-104169-2sbc1guz 225 13 is be VBZ cord-104169-2sbc1guz 225 14 being be VBG cord-104169-2sbc1guz 225 15 used use VBN cord-104169-2sbc1guz 225 16 . . . cord-104169-2sbc1guz 226 1 For for IN cord-104169-2sbc1guz 226 2 example example NN cord-104169-2sbc1guz 226 3 , , , cord-104169-2sbc1guz 226 4 if if IN cord-104169-2sbc1guz 226 5 the the DT cord-104169-2sbc1guz 226 6 phrase phrase NN cord-104169-2sbc1guz 226 7 of of IN cord-104169-2sbc1guz 226 8 interest interest NN cord-104169-2sbc1guz 226 9 is be VBZ cord-104169-2sbc1guz 226 10 z z NNP cord-104169-2sbc1guz 226 11 , , , cord-104169-2sbc1guz 226 12 then then RB cord-104169-2sbc1guz 226 13 a a DT cord-104169-2sbc1guz 226 14 research research NN cord-104169-2sbc1guz 226 15 paper paper NN cord-104169-2sbc1guz 226 16 may may MD cord-104169-2sbc1guz 226 17 write write VB cord-104169-2sbc1guz 226 18 about about IN cord-104169-2sbc1guz 226 19 works work NNS cord-104169-2sbc1guz 226 20 extending extend VBG cord-104169-2sbc1guz 226 21 z z NNP cord-104169-2sbc1guz 226 22 , , , cord-104169-2sbc1guz 226 23 but but CC cord-104169-2sbc1guz 226 24 alternatively alternatively RB cord-104169-2sbc1guz 226 25 it -PRON- PRP cord-104169-2sbc1guz 226 26 may may MD cord-104169-2sbc1guz 226 27 simply simply RB cord-104169-2sbc1guz 226 28 discuss discuss VB cord-104169-2sbc1guz 226 29 techniques technique NNS cord-104169-2sbc1guz 226 30 similar similar JJ cord-104169-2sbc1guz 226 31 to to IN cord-104169-2sbc1guz 226 32 z. z. NNP cord-104169-2sbc1guz 226 33 Similar Similar NNP cord-104169-2sbc1guz 226 34 analysis analysis NN cord-104169-2sbc1guz 226 35 has have VBZ cord-104169-2sbc1guz 226 36 provided provide VBN cord-104169-2sbc1guz 226 37 useful useful JJ cord-104169-2sbc1guz 226 38 for for IN cord-104169-2sbc1guz 226 39 citations citation NNS cord-104169-2sbc1guz 226 40 ( ( -LRB- cord-104169-2sbc1guz 226 41 Jurgens Jurgens NNP cord-104169-2sbc1guz 226 42 et et NNP cord-104169-2sbc1guz 226 43 al al NNP cord-104169-2sbc1guz 226 44 . . NNP cord-104169-2sbc1guz 226 45 , , , cord-104169-2sbc1guz 226 46 2018 2018 CD cord-104169-2sbc1guz 226 47 ) ) -RRB- cord-104169-2sbc1guz 226 48 . . . cord-104169-2sbc1guz 227 1 Furthermore furthermore RB cord-104169-2sbc1guz 227 2 , , , cord-104169-2sbc1guz 227 3 our -PRON- PRP$ cord-104169-2sbc1guz 227 4 approach approach NN cord-104169-2sbc1guz 227 5 leverages leverage VBZ cord-104169-2sbc1guz 227 6 TextRank TextRank NNP cord-104169-2sbc1guz 227 7 to to TO cord-104169-2sbc1guz 227 8 find find VB cord-104169-2sbc1guz 227 9 many many JJ cord-104169-2sbc1guz 227 10 relevant relevant JJ cord-104169-2sbc1guz 227 11 phrases phrase NNS cord-104169-2sbc1guz 227 12 , , , cord-104169-2sbc1guz 227 13 but but CC cord-104169-2sbc1guz 227 14 we -PRON- PRP cord-104169-2sbc1guz 227 15 do do VBP cord-104169-2sbc1guz 227 16 not not RB cord-104169-2sbc1guz 227 17 cluster cluster VB cord-104169-2sbc1guz 227 18 phrases phrase NNS cord-104169-2sbc1guz 227 19 , , , cord-104169-2sbc1guz 227 20 so so RB cord-104169-2sbc1guz 227 21 two two CD cord-104169-2sbc1guz 227 22 or or CC cord-104169-2sbc1guz 227 23 more more JJR cord-104169-2sbc1guz 227 24 phrases phrase NNS cord-104169-2sbc1guz 227 25 with with IN cord-104169-2sbc1guz 227 26 similar similar JJ cord-104169-2sbc1guz 227 27 meaning meaning NN cord-104169-2sbc1guz 227 28 will will MD cord-104169-2sbc1guz 227 29 be be VB cord-104169-2sbc1guz 227 30 treated treat VBN cord-104169-2sbc1guz 227 31 separately separately RB cord-104169-2sbc1guz 227 32 ( ( -LRB- cord-104169-2sbc1guz 227 33 i.e. i.e. FW cord-104169-2sbc1guz 227 34 FACS FACS NNP cord-104169-2sbc1guz 227 35 and and CC cord-104169-2sbc1guz 227 36 Fluorescence Fluorescence NNP cord-104169-2sbc1guz 227 37 Activated activate VBD cord-104169-2sbc1guz 227 38 Cell Cell NNP cord-104169-2sbc1guz 227 39 Sorting Sorting NNP cord-104169-2sbc1guz 227 40 ) ) -RRB- cord-104169-2sbc1guz 227 41 . . . cord-104169-2sbc1guz 228 1 A a DT cord-104169-2sbc1guz 228 2 simple simple JJ cord-104169-2sbc1guz 228 3 alias alias NN cord-104169-2sbc1guz 228 4 table table NN cord-104169-2sbc1guz 228 5 or or CC cord-104169-2sbc1guz 228 6 string string NN cord-104169-2sbc1guz 228 7 similarity similarity NN cord-104169-2sbc1guz 228 8 extension extension NN cord-104169-2sbc1guz 228 9 ( ( -LRB- cord-104169-2sbc1guz 228 10 Tam Tam NNP cord-104169-2sbc1guz 228 11 et et FW cord-104169-2sbc1guz 228 12 al al NNP cord-104169-2sbc1guz 228 13 . . NNP cord-104169-2sbc1guz 228 14 , , , cord-104169-2sbc1guz 228 15 2019 2019 CD cord-104169-2sbc1guz 228 16 ) ) -RRB- cord-104169-2sbc1guz 228 17 would would MD cord-104169-2sbc1guz 228 18 be be VB cord-104169-2sbc1guz 228 19 a a DT cord-104169-2sbc1guz 228 20 clear clear JJ cord-104169-2sbc1guz 228 21 improvement improvement NN cord-104169-2sbc1guz 228 22 . . . cord-104169-2sbc1guz 229 1 Leveraging leverage VBG cord-104169-2sbc1guz 229 2 high high JJ cord-104169-2sbc1guz 229 3 precision precision NN cord-104169-2sbc1guz 229 4 concept concept NN cord-104169-2sbc1guz 229 5 extraction extraction NN cord-104169-2sbc1guz 229 6 systems system NNS cord-104169-2sbc1guz 229 7 ( ( -LRB- cord-104169-2sbc1guz 229 8 King King NNP cord-104169-2sbc1guz 229 9 et et NNP cord-104169-2sbc1guz 229 10 al al NNP cord-104169-2sbc1guz 229 11 . . NNP cord-104169-2sbc1guz 229 12 , , , cord-104169-2sbc1guz 229 13 2020 2020 CD cord-104169-2sbc1guz 229 14 ) ) -RRB- cord-104169-2sbc1guz 229 15 might may MD cord-104169-2sbc1guz 229 16 improve improve VB cord-104169-2sbc1guz 229 17 clustering cluster VBG cord-104169-2sbc1guz 229 18 even even RB cord-104169-2sbc1guz 229 19 more more RBR cord-104169-2sbc1guz 229 20 . . . cord-104169-2sbc1guz 230 1 Another another DT cord-104169-2sbc1guz 230 2 approach approach NN cord-104169-2sbc1guz 230 3 would would MD cord-104169-2sbc1guz 230 4 be be VB cord-104169-2sbc1guz 230 5 to to TO cord-104169-2sbc1guz 230 6 use use VB cord-104169-2sbc1guz 230 7 a a DT cord-104169-2sbc1guz 230 8 better well JJR cord-104169-2sbc1guz 230 9 proxy proxy NN cord-104169-2sbc1guz 230 10 for for IN cord-104169-2sbc1guz 230 11 ideas idea NNS cord-104169-2sbc1guz 230 12 than than IN cord-104169-2sbc1guz 230 13 textual textual JJ cord-104169-2sbc1guz 230 14 phrase phrase NN cord-104169-2sbc1guz 230 15 , , , cord-104169-2sbc1guz 230 16 like like IN cord-104169-2sbc1guz 230 17 concepts concept NNS cord-104169-2sbc1guz 230 18 or or CC cord-104169-2sbc1guz 230 19 topics topic NNS cord-104169-2sbc1guz 230 20 extracted extract VBN cord-104169-2sbc1guz 230 21 from from IN cord-104169-2sbc1guz 230 22 the the DT cord-104169-2sbc1guz 230 23 corpus corpus NN cord-104169-2sbc1guz 230 24 . . . cord-104169-2sbc1guz 231 1 We -PRON- PRP cord-104169-2sbc1guz 231 2 introduce introduce VBP cord-104169-2sbc1guz 231 3 a a DT cord-104169-2sbc1guz 231 4 Bayesian bayesian JJ cord-104169-2sbc1guz 231 5 model model NN cord-104169-2sbc1guz 231 6 for for IN cord-104169-2sbc1guz 231 7 novelty novelty NN cord-104169-2sbc1guz 231 8 detection detection NN cord-104169-2sbc1guz 231 9 ( ( -LRB- cord-104169-2sbc1guz 231 10 BAND BAND NNP cord-104169-2sbc1guz 231 11 ) ) -RRB- cord-104169-2sbc1guz 231 12 , , , cord-104169-2sbc1guz 231 13 and and CC cord-104169-2sbc1guz 231 14 use use VB cord-104169-2sbc1guz 231 15 this this DT cord-104169-2sbc1guz 231 16 model model NN cord-104169-2sbc1guz 231 17 to to TO cord-104169-2sbc1guz 231 18 investigate investigate VB cord-104169-2sbc1guz 231 19 how how WRB cord-104169-2sbc1guz 231 20 quickly quickly RB cord-104169-2sbc1guz 231 21 new new JJ cord-104169-2sbc1guz 231 22 ideas idea NNS cord-104169-2sbc1guz 231 23 form form NN cord-104169-2sbc1guz 231 24 on on IN cord-104169-2sbc1guz 231 25 pre pre JJ cord-104169-2sbc1guz 231 26 - - JJ cord-104169-2sbc1guz 231 27 print print JJ cord-104169-2sbc1guz 231 28 servers server NNS cord-104169-2sbc1guz 231 29 compared compare VBN cord-104169-2sbc1guz 231 30 to to IN cord-104169-2sbc1guz 231 31 peer peer NN cord-104169-2sbc1guz 231 32 - - HYPH cord-104169-2sbc1guz 231 33 reviewed review VBN cord-104169-2sbc1guz 231 34 journals journal NNS cord-104169-2sbc1guz 231 35 . . . cord-104169-2sbc1guz 232 1 Our -PRON- PRP$ cord-104169-2sbc1guz 232 2 findings finding NNS cord-104169-2sbc1guz 232 3 indicate indicate VBP cord-104169-2sbc1guz 232 4 that that IN cord-104169-2sbc1guz 232 5 novel novel JJ cord-104169-2sbc1guz 232 6 phrases phrase NNS cord-104169-2sbc1guz 232 7 , , , cord-104169-2sbc1guz 232 8 which which WDT cord-104169-2sbc1guz 232 9 we -PRON- PRP cord-104169-2sbc1guz 232 10 use use VBP cord-104169-2sbc1guz 232 11 as as IN cord-104169-2sbc1guz 232 12 a a DT cord-104169-2sbc1guz 232 13 proxy proxy NN cord-104169-2sbc1guz 232 14 for for IN cord-104169-2sbc1guz 232 15 new new JJ cord-104169-2sbc1guz 232 16 ideas idea NNS cord-104169-2sbc1guz 232 17 , , , cord-104169-2sbc1guz 232 18 in in IN cord-104169-2sbc1guz 232 19 most most JJS cord-104169-2sbc1guz 232 20 cases case NNS cord-104169-2sbc1guz 232 21 appear appear VBP cord-104169-2sbc1guz 232 22 on on IN cord-104169-2sbc1guz 232 23 pre pre JJ cord-104169-2sbc1guz 232 24 - - JJ cord-104169-2sbc1guz 232 25 print print JJ cord-104169-2sbc1guz 232 26 servers server NNS cord-104169-2sbc1guz 232 27 and and CC cord-104169-2sbc1guz 232 28 in in IN cord-104169-2sbc1guz 232 29 peer peer NN cord-104169-2sbc1guz 232 30 reviewed review VBN cord-104169-2sbc1guz 232 31 journals journal NNS cord-104169-2sbc1guz 232 32 . . . cord-104169-2sbc1guz 233 1 In in IN cord-104169-2sbc1guz 233 2 some some DT cord-104169-2sbc1guz 233 3 cases case NNS cord-104169-2sbc1guz 233 4 , , , cord-104169-2sbc1guz 233 5 novel novel JJ cord-104169-2sbc1guz 233 6 phrases phrase NNS cord-104169-2sbc1guz 233 7 appear appear VBP cord-104169-2sbc1guz 233 8 on on IN cord-104169-2sbc1guz 233 9 pre pre JJ cord-104169-2sbc1guz 233 10 - - JJ cord-104169-2sbc1guz 233 11 print print JJ cord-104169-2sbc1guz 233 12 servers server NNS cord-104169-2sbc1guz 233 13 first first RB cord-104169-2sbc1guz 233 14 . . . cord-104169-2sbc1guz 234 1 In in IN cord-104169-2sbc1guz 234 2 many many JJ cord-104169-2sbc1guz 234 3 cases case NNS cord-104169-2sbc1guz 234 4 the the DT cord-104169-2sbc1guz 234 5 content content NN cord-104169-2sbc1guz 234 6 of of IN cord-104169-2sbc1guz 234 7 preprints preprint NNS cord-104169-2sbc1guz 234 8 is be VBZ cord-104169-2sbc1guz 234 9 a a DT cord-104169-2sbc1guz 234 10 predictor predictor NN cord-104169-2sbc1guz 234 11 of of IN cord-104169-2sbc1guz 234 12 the the DT cord-104169-2sbc1guz 234 13 content content NN cord-104169-2sbc1guz 234 14 of of IN cord-104169-2sbc1guz 234 15 peer peer NN cord-104169-2sbc1guz 234 16 reviewed review VBN cord-104169-2sbc1guz 234 17 journals journal NNS cord-104169-2sbc1guz 234 18 . . . cord-104169-2sbc1guz 235 1 As as IN cord-104169-2sbc1guz 235 2 the the DT cord-104169-2sbc1guz 235 3 preprint preprint NN cord-104169-2sbc1guz 235 4 servers server NNS cord-104169-2sbc1guz 235 5 mature mature VBP cord-104169-2sbc1guz 235 6 , , , cord-104169-2sbc1guz 235 7 this this DT cord-104169-2sbc1guz 235 8 feature feature NN cord-104169-2sbc1guz 235 9 becomes become VBZ cord-104169-2sbc1guz 235 10 more more RBR cord-104169-2sbc1guz 235 11 prominent prominent JJ cord-104169-2sbc1guz 235 12 . . . cord-104169-2sbc1guz 236 1 When when WRB cord-104169-2sbc1guz 236 2 a a DT cord-104169-2sbc1guz 236 3 fast fast JJ cord-104169-2sbc1guz 236 4 review review NN cord-104169-2sbc1guz 236 5 time time NN cord-104169-2sbc1guz 236 6 is be VBZ cord-104169-2sbc1guz 236 7 in in IN cord-104169-2sbc1guz 236 8 high high JJ cord-104169-2sbc1guz 236 9 demand demand NN cord-104169-2sbc1guz 236 10 ( ( -LRB- cord-104169-2sbc1guz 236 11 such such JJ cord-104169-2sbc1guz 236 12 as as IN cord-104169-2sbc1guz 236 13 during during IN cord-104169-2sbc1guz 236 14 epidemic epidemic NN cord-104169-2sbc1guz 236 15 outbreaks outbreak NNS cord-104169-2sbc1guz 236 16 ) ) -RRB- cord-104169-2sbc1guz 236 17 , , , cord-104169-2sbc1guz 236 18 pre pre JJ cord-104169-2sbc1guz 236 19 - - JJ cord-104169-2sbc1guz 236 20 print print JJ cord-104169-2sbc1guz 236 21 servers server NNS cord-104169-2sbc1guz 236 22 have have VBP cord-104169-2sbc1guz 236 23 a a DT cord-104169-2sbc1guz 236 24 high high JJ cord-104169-2sbc1guz 236 25 utility utility NN cord-104169-2sbc1guz 236 26 , , , cord-104169-2sbc1guz 236 27 and and CC cord-104169-2sbc1guz 236 28 the the DT cord-104169-2sbc1guz 236 29 related related JJ cord-104169-2sbc1guz 236 30 novel novel NN cord-104169-2sbc1guz 236 31 phrases phrase NNS cord-104169-2sbc1guz 236 32 appear appear VBP cord-104169-2sbc1guz 236 33 on on IN cord-104169-2sbc1guz 236 34 pre pre JJ cord-104169-2sbc1guz 236 35 - - JJ cord-104169-2sbc1guz 236 36 print print JJ cord-104169-2sbc1guz 236 37 servers server NNS cord-104169-2sbc1guz 236 38 first first RB cord-104169-2sbc1guz 236 39 . . . cord-104169-2sbc1guz 237 1 In in IN cord-104169-2sbc1guz 237 2 our -PRON- PRP$ cord-104169-2sbc1guz 237 3 experiments experiment NNS cord-104169-2sbc1guz 237 4 and and CC cord-104169-2sbc1guz 237 5 analysis analysis NN cord-104169-2sbc1guz 237 6 we -PRON- PRP cord-104169-2sbc1guz 237 7 primarily primarily RB cord-104169-2sbc1guz 237 8 consider consider VBP cord-104169-2sbc1guz 237 9 two two CD cord-104169-2sbc1guz 237 10 data datum NNS cord-104169-2sbc1guz 237 11 sources source NNS cord-104169-2sbc1guz 237 12 : : : cord-104169-2sbc1guz 238 1 bioRxiv biorxiv DT cord-104169-2sbc1guz 238 2 ( ( -LRB- cord-104169-2sbc1guz 238 3 representative representative NN cord-104169-2sbc1guz 238 4 of of IN cord-104169-2sbc1guz 238 5 pre pre JJ cord-104169-2sbc1guz 238 6 - - JJ cord-104169-2sbc1guz 238 7 print print JJ cord-104169-2sbc1guz 238 8 servers server NNS cord-104169-2sbc1guz 238 9 ) ) -RRB- cord-104169-2sbc1guz 238 10 and and CC cord-104169-2sbc1guz 238 11 PubMed PubMed NNP cord-104169-2sbc1guz 238 12 ( ( -LRB- cord-104169-2sbc1guz 238 13 representative representative NN cord-104169-2sbc1guz 238 14 of of IN cord-104169-2sbc1guz 238 15 peer peer NN cord-104169-2sbc1guz 238 16 - - HYPH cord-104169-2sbc1guz 238 17 reviewed review VBN cord-104169-2sbc1guz 238 18 journals journal NNS cord-104169-2sbc1guz 238 19 ) ) -RRB- cord-104169-2sbc1guz 238 20 . . . cord-104169-2sbc1guz 239 1 We -PRON- PRP cord-104169-2sbc1guz 239 2 extract extract VBP cord-104169-2sbc1guz 239 3 phrases phrase NNS cord-104169-2sbc1guz 239 4 using use VBG cord-104169-2sbc1guz 239 5 TextRank TextRank NNP cord-104169-2sbc1guz 239 6 as as IN cord-104169-2sbc1guz 239 7 described describe VBN cord-104169-2sbc1guz 239 8 in in IN cord-104169-2sbc1guz 239 9 Section section NN cord-104169-2sbc1guz 239 10 4.2 4.2 CD cord-104169-2sbc1guz 239 11 . . . cord-104169-2sbc1guz 240 1 In in IN cord-104169-2sbc1guz 240 2 this this DT cord-104169-2sbc1guz 240 3 section section NN cord-104169-2sbc1guz 240 4 of of IN cord-104169-2sbc1guz 240 5 the the DT cord-104169-2sbc1guz 240 6 appendix appendix NN cord-104169-2sbc1guz 240 7 , , , cord-104169-2sbc1guz 240 8 we -PRON- PRP cord-104169-2sbc1guz 240 9 summarize summarize VBP cord-104169-2sbc1guz 240 10 the the DT cord-104169-2sbc1guz 240 11 phrases phrase NNS cord-104169-2sbc1guz 240 12 considered consider VBN cord-104169-2sbc1guz 240 13 in in IN cord-104169-2sbc1guz 240 14 the the DT cord-104169-2sbc1guz 240 15 experiments experiment NNS cord-104169-2sbc1guz 240 16 . . . cord-104169-2sbc1guz 241 1 TextRank TextRank NNP cord-104169-2sbc1guz 241 2 extracted extract VBD cord-104169-2sbc1guz 241 3 1,587,408 1,587,408 CD cord-104169-2sbc1guz 241 4 phrases phrase NNS cord-104169-2sbc1guz 241 5 from from IN cord-104169-2sbc1guz 241 6 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 241 7 abstracts abstract NNS cord-104169-2sbc1guz 241 8 . . . cord-104169-2sbc1guz 242 1 We -PRON- PRP cord-104169-2sbc1guz 242 2 further further RB cord-104169-2sbc1guz 242 3 filter filter VBP cord-104169-2sbc1guz 242 4 this this DT cord-104169-2sbc1guz 242 5 list list NN cord-104169-2sbc1guz 242 6 to to IN cord-104169-2sbc1guz 242 7 239,608 239,608 CD cord-104169-2sbc1guz 242 8 by by IN cord-104169-2sbc1guz 242 9 only only RB cord-104169-2sbc1guz 242 10 including include VBG cord-104169-2sbc1guz 242 11 phrases phrase NNS cord-104169-2sbc1guz 242 12 that that WDT cord-104169-2sbc1guz 242 13 were be VBD cord-104169-2sbc1guz 242 14 detected detect VBN cord-104169-2sbc1guz 242 15 by by IN cord-104169-2sbc1guz 242 16 TextRank TextRank NNP cord-104169-2sbc1guz 242 17 more more JJR cord-104169-2sbc1guz 242 18 than than IN cord-104169-2sbc1guz 242 19 once once RB cord-104169-2sbc1guz 242 20 . . . cord-104169-2sbc1guz 243 1 This this DT cord-104169-2sbc1guz 243 2 does do VBZ cord-104169-2sbc1guz 243 3 not not RB cord-104169-2sbc1guz 243 4 necessarily necessarily RB cord-104169-2sbc1guz 243 5 mean mean VB cord-104169-2sbc1guz 243 6 that that IN cord-104169-2sbc1guz 243 7 the the DT cord-104169-2sbc1guz 243 8 phrases phrase NNS cord-104169-2sbc1guz 243 9 that that WDT cord-104169-2sbc1guz 243 10 were be VBD cord-104169-2sbc1guz 243 11 filtered filter VBN cord-104169-2sbc1guz 243 12 only only RB cord-104169-2sbc1guz 243 13 occur occur VBP cord-104169-2sbc1guz 243 14 in in IN cord-104169-2sbc1guz 243 15 the the DT cord-104169-2sbc1guz 243 16 bioRxiv bioRxiv NNP cord-104169-2sbc1guz 243 17 abstracts abstract VBZ cord-104169-2sbc1guz 243 18 a a DT cord-104169-2sbc1guz 243 19 single single JJ cord-104169-2sbc1guz 243 20 time time NN cord-104169-2sbc1guz 243 21 but but CC cord-104169-2sbc1guz 243 22 that that IN cord-104169-2sbc1guz 243 23 TextRank TextRank NNP cord-104169-2sbc1guz 243 24 only only RB cord-104169-2sbc1guz 243 25 found find VBD cord-104169-2sbc1guz 243 26 it -PRON- PRP cord-104169-2sbc1guz 243 27 to to TO cord-104169-2sbc1guz 243 28 be be VB cord-104169-2sbc1guz 243 29 a a DT cord-104169-2sbc1guz 243 30 key key JJ cord-104169-2sbc1guz 243 31 phrase phrase NN cord-104169-2sbc1guz 243 32 once once RB cord-104169-2sbc1guz 243 33 . . . cord-104169-2sbc1guz 244 1 The the DT cord-104169-2sbc1guz 244 2 distribution distribution NN cord-104169-2sbc1guz 244 3 of of IN cord-104169-2sbc1guz 244 4 phrase phrase NN cord-104169-2sbc1guz 244 5 lengths length NNS cord-104169-2sbc1guz 244 6 is be VBZ cord-104169-2sbc1guz 244 7 shown show VBN cord-104169-2sbc1guz 244 8 in in IN cord-104169-2sbc1guz 244 9 Figure Figure NNP cord-104169-2sbc1guz 244 10 7 7 CD cord-104169-2sbc1guz 244 11 . . . cord-104169-2sbc1guz 245 1 A a DT cord-104169-2sbc1guz 245 2 sample sample NN cord-104169-2sbc1guz 245 3 of of IN cord-104169-2sbc1guz 245 4 phrases phrase NNS cord-104169-2sbc1guz 245 5 is be VBZ cord-104169-2sbc1guz 245 6 listed list VBN cord-104169-2sbc1guz 245 7 in in IN cord-104169-2sbc1guz 245 8 Table Table NNP cord-104169-2sbc1guz 245 9 3 3 CD cord-104169-2sbc1guz 245 10 . . . cord-104169-2sbc1guz 245 11 _SP cord-104169-2sbc1guz 246 1 To to TO cord-104169-2sbc1guz 246 2 validate validate VB cord-104169-2sbc1guz 246 3 the the DT cord-104169-2sbc1guz 246 4 effectiveness effectiveness NN cord-104169-2sbc1guz 246 5 of of IN cord-104169-2sbc1guz 246 6 BAND band NN cord-104169-2sbc1guz 246 7 , , , cord-104169-2sbc1guz 246 8 we -PRON- PRP cord-104169-2sbc1guz 246 9 use use VBP cord-104169-2sbc1guz 246 10 a a DT cord-104169-2sbc1guz 246 11 small small JJ cord-104169-2sbc1guz 246 12 set set NN cord-104169-2sbc1guz 246 13 of of IN cord-104169-2sbc1guz 246 14 curated curate VBN cord-104169-2sbc1guz 246 15 phrases phrase NNS cord-104169-2sbc1guz 246 16 provided provide VBN cord-104169-2sbc1guz 246 17 by by IN cord-104169-2sbc1guz 246 18 experts expert NNS cord-104169-2sbc1guz 246 19 at at IN cord-104169-2sbc1guz 246 20 CZI CZI NNP cord-104169-2sbc1guz 246 21 . . . cord-104169-2sbc1guz 247 1 Those those DT cord-104169-2sbc1guz 247 2 results result NNS cord-104169-2sbc1guz 247 3 are be VBP cord-104169-2sbc1guz 247 4 discussed discuss VBN cord-104169-2sbc1guz 247 5 in in IN cord-104169-2sbc1guz 247 6 detail detail NN cord-104169-2sbc1guz 247 7 in in IN cord-104169-2sbc1guz 247 8 Section section NN cord-104169-2sbc1guz 247 9 5.2 5.2 CD cord-104169-2sbc1guz 247 10 . . . cord-104169-2sbc1guz 248 1 The the DT cord-104169-2sbc1guz 248 2 complete complete JJ cord-104169-2sbc1guz 248 3 list list NN cord-104169-2sbc1guz 248 4 of of IN cord-104169-2sbc1guz 248 5 phrases phrase NNS cord-104169-2sbc1guz 248 6 is be VBZ cord-104169-2sbc1guz 248 7 shown show VBN cord-104169-2sbc1guz 248 8 in in IN cord-104169-2sbc1guz 248 9 Table Table NNP cord-104169-2sbc1guz 248 10 1 1 CD cord-104169-2sbc1guz 248 11 . . . cord-104169-2sbc1guz 249 1 In in IN cord-104169-2sbc1guz 249 2 conducting conduct VBG cord-104169-2sbc1guz 249 3 the the DT cord-104169-2sbc1guz 249 4 correlation correlation NN cord-104169-2sbc1guz 249 5 study study NN cord-104169-2sbc1guz 249 6 , , , cord-104169-2sbc1guz 249 7 explained explain VBD cord-104169-2sbc1guz 249 8 in in IN cord-104169-2sbc1guz 249 9 Section section NN cord-104169-2sbc1guz 249 10 5.3 5.3 CD cord-104169-2sbc1guz 249 11 , , , cord-104169-2sbc1guz 249 12 we -PRON- PRP cord-104169-2sbc1guz 249 13 used use VBD cord-104169-2sbc1guz 249 14 a a DT cord-104169-2sbc1guz 249 15 set set NN cord-104169-2sbc1guz 249 16 of of IN cord-104169-2sbc1guz 249 17 phrases phrase NNS cord-104169-2sbc1guz 249 18 that that WDT cord-104169-2sbc1guz 249 19 can can MD cord-104169-2sbc1guz 249 20 be be VB cord-104169-2sbc1guz 249 21 considered consider VBN cord-104169-2sbc1guz 249 22 to to TO cord-104169-2sbc1guz 249 23 be be VB cord-104169-2sbc1guz 249 24 commonly commonly RB cord-104169-2sbc1guz 249 25 used use VBN cord-104169-2sbc1guz 249 26 in in IN cord-104169-2sbc1guz 249 27 biomedical biomedical JJ cord-104169-2sbc1guz 249 28 literature literature NN cord-104169-2sbc1guz 249 29 . . . cord-104169-2sbc1guz 250 1 The the DT cord-104169-2sbc1guz 250 2 complete complete JJ cord-104169-2sbc1guz 250 3 list list NN cord-104169-2sbc1guz 250 4 can can MD cord-104169-2sbc1guz 250 5 be be VB cord-104169-2sbc1guz 250 6 found find VBN cord-104169-2sbc1guz 250 7 in in IN cord-104169-2sbc1guz 250 8 the the DT cord-104169-2sbc1guz 250 9 Table Table NNP cord-104169-2sbc1guz 250 10 2 2 CD cord-104169-2sbc1guz 250 11 . . . cord-104169-2sbc1guz 251 1 Pre pre JJ cord-104169-2sbc1guz 251 2 - - JJ cord-104169-2sbc1guz 251 3 print print JJ cord-104169-2sbc1guz 251 4 servers server NNS cord-104169-2sbc1guz 251 5 are be VBP cord-104169-2sbc1guz 251 6 especially especially RB cord-104169-2sbc1guz 251 7 useful useful JJ cord-104169-2sbc1guz 251 8 during during IN cord-104169-2sbc1guz 251 9 crises crisis NNS cord-104169-2sbc1guz 251 10 such such JJ cord-104169-2sbc1guz 251 11 as as IN cord-104169-2sbc1guz 251 12 pandemics pandemic NNS cord-104169-2sbc1guz 251 13 . . . cord-104169-2sbc1guz 252 1 We -PRON- PRP cord-104169-2sbc1guz 252 2 chose choose VBD cord-104169-2sbc1guz 252 3 5 5 CD cord-104169-2sbc1guz 252 4 recent recent JJ cord-104169-2sbc1guz 252 5 virus virus NN cord-104169-2sbc1guz 252 6 outbreaks outbreak NNS cord-104169-2sbc1guz 252 7 to to TO cord-104169-2sbc1guz 252 8 study study VB cord-104169-2sbc1guz 252 9 their -PRON- PRP$ cord-104169-2sbc1guz 252 10 response response NN cord-104169-2sbc1guz 252 11 which which WDT cord-104169-2sbc1guz 252 12 is be VBZ cord-104169-2sbc1guz 252 13 discussed discuss VBN cord-104169-2sbc1guz 252 14 in in IN cord-104169-2sbc1guz 252 15 Section section NN cord-104169-2sbc1guz 252 16 5.4 5.4 CD cord-104169-2sbc1guz 252 17 : : : cord-104169-2sbc1guz 252 18 SARS SARS NNP cord-104169-2sbc1guz 252 19 , , , cord-104169-2sbc1guz 252 20 MERS MERS NNP cord-104169-2sbc1guz 252 21 , , , cord-104169-2sbc1guz 252 22 Ebola Ebola NNP cord-104169-2sbc1guz 252 23 , , , cord-104169-2sbc1guz 252 24 Zika Zika NNP cord-104169-2sbc1guz 252 25 , , , cord-104169-2sbc1guz 252 26 and and CC cord-104169-2sbc1guz 252 27 Covid-19 covid-19 NN cord-104169-2sbc1guz 252 28 . . . cord-104169-2sbc1guz 253 1 We -PRON- PRP cord-104169-2sbc1guz 253 2 made make VBD cord-104169-2sbc1guz 253 3 one one CD cord-104169-2sbc1guz 253 4 compound compound NN cord-104169-2sbc1guz 253 5 time time NN cord-104169-2sbc1guz 253 6 series series NN cord-104169-2sbc1guz 253 7 curve curve NN cord-104169-2sbc1guz 253 8 for for IN cord-104169-2sbc1guz 253 9 each each DT cord-104169-2sbc1guz 253 10 virus virus NN cord-104169-2sbc1guz 253 11 's 's POS cord-104169-2sbc1guz 253 12 frequency frequency NN cord-104169-2sbc1guz 253 13 based base VBN cord-104169-2sbc1guz 253 14 occurrence occurrence NN cord-104169-2sbc1guz 253 15 in in IN cord-104169-2sbc1guz 253 16 PubMed PubMed NNP cord-104169-2sbc1guz 253 17 and and CC cord-104169-2sbc1guz 254 1 bioRxiv biorxiv RB cord-104169-2sbc1guz 254 2 . . . cord-104169-2sbc1guz 255 1 Table table NN cord-104169-2sbc1guz 255 2 4 4 CD cord-104169-2sbc1guz 255 3 shows show VBZ cord-104169-2sbc1guz 255 4 two two CD cord-104169-2sbc1guz 255 5 lists list NNS cord-104169-2sbc1guz 255 6 . . . cord-104169-2sbc1guz 256 1 The the DT cord-104169-2sbc1guz 256 2 phrases phrase NNS cord-104169-2sbc1guz 256 3 are be VBP cord-104169-2sbc1guz 256 4 obtained obtain VBN cord-104169-2sbc1guz 256 5 using use VBG cord-104169-2sbc1guz 256 6 all all DT cord-104169-2sbc1guz 256 7 ordered order VBN cord-104169-2sbc1guz 256 8 combinations combination NNS cord-104169-2sbc1guz 256 9 of of IN cord-104169-2sbc1guz 256 10 entries entry NNS cord-104169-2sbc1guz 256 11 from from IN cord-104169-2sbc1guz 256 12 column column NN cord-104169-2sbc1guz 256 13 2 2 CD cord-104169-2sbc1guz 256 14 and and CC cord-104169-2sbc1guz 256 15 column column NN cord-104169-2sbc1guz 256 16 3 3 CD cord-104169-2sbc1guz 256 17 . . . cord-104169-2sbc1guz 257 1 For for IN cord-104169-2sbc1guz 257 2 example example NN cord-104169-2sbc1guz 257 3 we -PRON- PRP cord-104169-2sbc1guz 257 4 can can MD cord-104169-2sbc1guz 257 5 combine combine VB cord-104169-2sbc1guz 257 6 " " `` cord-104169-2sbc1guz 257 7 SARS SARS NNP cord-104169-2sbc1guz 257 8 - - HYPH cord-104169-2sbc1guz 257 9 Cov Cov NNP cord-104169-2sbc1guz 257 10 " " '' cord-104169-2sbc1guz 257 11 and and CC cord-104169-2sbc1guz 257 12 " " `` cord-104169-2sbc1guz 257 13 epidemic epidemic NN cord-104169-2sbc1guz 257 14 " " '' cord-104169-2sbc1guz 257 15 to to TO cord-104169-2sbc1guz 257 16 form form VB cord-104169-2sbc1guz 257 17 " " `` cord-104169-2sbc1guz 257 18 SARS SARS NNP cord-104169-2sbc1guz 257 19 - - HYPH cord-104169-2sbc1guz 257 20 Cov Cov NNP cord-104169-2sbc1guz 257 21 epidemic epidemic NN cord-104169-2sbc1guz 257 22 " " '' cord-104169-2sbc1guz 257 23 . . . cord-104169-2sbc1guz 258 1 Each each DT cord-104169-2sbc1guz 258 2 epidemic epidemic NN cord-104169-2sbc1guz 258 3 is be VBZ cord-104169-2sbc1guz 258 4 associated associate VBN cord-104169-2sbc1guz 258 5 with with IN cord-104169-2sbc1guz 258 6 a a DT cord-104169-2sbc1guz 258 7 set set NN cord-104169-2sbc1guz 258 8 of of IN cord-104169-2sbc1guz 258 9 phrases phrase NNS cord-104169-2sbc1guz 258 10 to to TO cord-104169-2sbc1guz 258 11 form form VB cord-104169-2sbc1guz 258 12 one one CD cord-104169-2sbc1guz 258 13 compound compound NN cord-104169-2sbc1guz 258 14 set set NN cord-104169-2sbc1guz 258 15 of of IN cord-104169-2sbc1guz 258 16 phrases phrase NNS cord-104169-2sbc1guz 258 17 . . . cord-104169-2sbc1guz 258 18 _SP cord-104169-2sbc1guz 259 1 An an DT cord-104169-2sbc1guz 259 2 exploratory exploratory JJ cord-104169-2sbc1guz 259 3 study study NN cord-104169-2sbc1guz 259 4 of of IN cord-104169-2sbc1guz 259 5 interdisciplinarity interdisciplinarity NN cord-104169-2sbc1guz 259 6 and and CC cord-104169-2sbc1guz 259 7 breakthrough breakthrough NN cord-104169-2sbc1guz 259 8 ideas idea NNS cord-104169-2sbc1guz 260 1 A a DT cord-104169-2sbc1guz 260 2 reasoning reasoning NN cord-104169-2sbc1guz 260 3 - - HYPH cord-104169-2sbc1guz 260 4 based base VBN cord-104169-2sbc1guz 260 5 framework framework NN cord-104169-2sbc1guz 260 6 for for IN cord-104169-2sbc1guz 260 7 the the DT cord-104169-2sbc1guz 260 8 computation computation NN cord-104169-2sbc1guz 260 9 of of IN cord-104169-2sbc1guz 260 10 technical technical JJ cord-104169-2sbc1guz 260 11 emergence emergence NN cord-104169-2sbc1guz 260 12 A a DT cord-104169-2sbc1guz 260 13 survey survey NN cord-104169-2sbc1guz 260 14 of of IN cord-104169-2sbc1guz 260 15 methods method NNS cord-104169-2sbc1guz 260 16 for for IN cord-104169-2sbc1guz 260 17 time time NN cord-104169-2sbc1guz 260 18 series series NNP cord-104169-2sbc1guz 260 19 change change NN cord-104169-2sbc1guz 260 20 point point NN cord-104169-2sbc1guz 260 21 detection detection NN cord-104169-2sbc1guz 260 22 Estimating estimate VBG cord-104169-2sbc1guz 260 23 multiple multiple JJ cord-104169-2sbc1guz 260 24 breaks break NNS cord-104169-2sbc1guz 260 25 one one CD cord-104169-2sbc1guz 260 26 at at IN cord-104169-2sbc1guz 260 27 a a DT cord-104169-2sbc1guz 260 28 time time NN cord-104169-2sbc1guz 261 1 Preprints preprint NNS cord-104169-2sbc1guz 261 2 for for IN cord-104169-2sbc1guz 261 3 the the DT cord-104169-2sbc1guz 261 4 life life NN cord-104169-2sbc1guz 261 5 sciences sciences NNPS cord-104169-2sbc1guz 261 6 Measuring measure VBG cord-104169-2sbc1guz 261 7 researcher researcher NN cord-104169-2sbc1guz 261 8 independence independence NN cord-104169-2sbc1guz 261 9 using use VBG cord-104169-2sbc1guz 261 10 bibliometric bibliometric NNP cord-104169-2sbc1guz 261 11 data datum NNS cord-104169-2sbc1guz 261 12 : : : cord-104169-2sbc1guz 261 13 A a DT cord-104169-2sbc1guz 261 14 proposal proposal NN cord-104169-2sbc1guz 261 15 for for IN cord-104169-2sbc1guz 261 16 a a DT cord-104169-2sbc1guz 261 17 new new JJ cord-104169-2sbc1guz 261 18 performance performance NN cord-104169-2sbc1guz 261 19 indicator indicator NN cord-104169-2sbc1guz 261 20 Citation Citation NNP cord-104169-2sbc1guz 261 21 concept concept NN cord-104169-2sbc1guz 261 22 analysis analysis NN cord-104169-2sbc1guz 261 23 ( ( -LRB- cord-104169-2sbc1guz 261 24 CCA CCA NNP cord-104169-2sbc1guz 261 25 ) ) -RRB- cord-104169-2sbc1guz 261 26 : : : cord-104169-2sbc1guz 261 27 a a DT cord-104169-2sbc1guz 261 28 new new JJ cord-104169-2sbc1guz 261 29 form form NN cord-104169-2sbc1guz 261 30 of of IN cord-104169-2sbc1guz 261 31 citation citation NN cord-104169-2sbc1guz 261 32 analysis analysis NN cord-104169-2sbc1guz 261 33 revealing reveal VBG cord-104169-2sbc1guz 261 34 the the DT cord-104169-2sbc1guz 261 35 usefulness usefulness NN cord-104169-2sbc1guz 261 36 of of IN cord-104169-2sbc1guz 261 37 concepts concept NNS cord-104169-2sbc1guz 261 38 for for IN cord-104169-2sbc1guz 261 39 other other JJ cord-104169-2sbc1guz 261 40 researchers researcher NNS cord-104169-2sbc1guz 261 41 illustrated illustrate VBN cord-104169-2sbc1guz 261 42 by by IN cord-104169-2sbc1guz 261 43 exemplary exemplary JJ cord-104169-2sbc1guz 261 44 case case NN cord-104169-2sbc1guz 261 45 studies study NNS cord-104169-2sbc1guz 261 46 including include VBG cord-104169-2sbc1guz 261 47 classic classic JJ cord-104169-2sbc1guz 261 48 books book NNS cord-104169-2sbc1guz 261 49 by by IN cord-104169-2sbc1guz 261 50 thomas thomas NNP cord-104169-2sbc1guz 261 51 s. s. NNP cord-104169-2sbc1guz 261 52 kuhn kuhn NNP cord-104169-2sbc1guz 261 53 and and CC cord-104169-2sbc1guz 261 54 karl karl NNP cord-104169-2sbc1guz 261 55 r. r. NNP cord-104169-2sbc1guz 261 56 popper popper NNP cord-104169-2sbc1guz 261 57 Overview Overview NNP cord-104169-2sbc1guz 261 58 of of IN cord-104169-2sbc1guz 261 59 the the DT cord-104169-2sbc1guz 261 60 TREC TREC NNP cord-104169-2sbc1guz 261 61 2004 2004 CD cord-104169-2sbc1guz 261 62 terabyte terabyte NNP cord-104169-2sbc1guz 261 63 track track NNP cord-104169-2sbc1guz 261 64 Data data NN cord-104169-2sbc1guz 261 65 - - HYPH cord-104169-2sbc1guz 261 66 driven drive VBN cord-104169-2sbc1guz 261 67 predictions prediction NNS cord-104169-2sbc1guz 261 68 in in IN cord-104169-2sbc1guz 261 69 the the DT cord-104169-2sbc1guz 261 70 science science NN cord-104169-2sbc1guz 261 71 of of IN cord-104169-2sbc1guz 261 72 science science NN cord-104169-2sbc1guz 261 73 Emerging Emerging NNP cord-104169-2sbc1guz 261 74 technologies technology NNS cord-104169-2sbc1guz 261 75 : : : cord-104169-2sbc1guz 261 76 quantitative quantitative JJ cord-104169-2sbc1guz 261 77 identification identification NN cord-104169-2sbc1guz 261 78 and and CC cord-104169-2sbc1guz 261 79 measurement measurement NN cord-104169-2sbc1guz 262 1 Automatic automatic JJ cord-104169-2sbc1guz 262 2 scoring scoring NN cord-104169-2sbc1guz 262 3 for for IN cord-104169-2sbc1guz 262 4 innovativeness innovativeness NN cord-104169-2sbc1guz 262 5 of of IN cord-104169-2sbc1guz 262 6 textual textual JJ cord-104169-2sbc1guz 262 7 ideas idea NNS cord-104169-2sbc1guz 262 8 Karthik Karthik NNP cord-104169-2sbc1guz 262 9 Ram Ram NNP cord-104169-2sbc1guz 262 10 , , , cord-104169-2sbc1guz 262 11 Timothée Timothée NNP cord-104169-2sbc1guz 262 12 Poisot Poisot NNP cord-104169-2sbc1guz 262 13 , , , cord-104169-2sbc1guz 262 14 and and CC cord-104169-2sbc1guz 262 15 Dominique Dominique NNP cord-104169-2sbc1guz 262 16 Gravel Gravel NNP cord-104169-2sbc1guz 262 17 . . . cord-104169-2sbc1guz 263 1 2013 2013 CD cord-104169-2sbc1guz 263 2 . . . cord-104169-2sbc1guz 264 1 The the DT cord-104169-2sbc1guz 264 2 case case NN cord-104169-2sbc1guz 264 3 for for IN cord-104169-2sbc1guz 264 4 open open JJ cord-104169-2sbc1guz 264 5 preprints preprint NNS cord-104169-2sbc1guz 264 6 in in IN cord-104169-2sbc1guz 264 7 biology biology NN cord-104169-2sbc1guz 264 8 Unsupervised unsupervised JJ cord-104169-2sbc1guz 264 9 prediction prediction NN cord-104169-2sbc1guz 264 10 of of IN cord-104169-2sbc1guz 264 11 citation citation NN cord-104169-2sbc1guz 264 12 influences influence VBZ cord-104169-2sbc1guz 264 13 Collaboration Collaboration NNP cord-104169-2sbc1guz 264 14 Diversity Diversity NNP cord-104169-2sbc1guz 264 15 and and CC cord-104169-2sbc1guz 264 16 Scientific Scientific NNP cord-104169-2sbc1guz 264 17 Impact Impact NNP cord-104169-2sbc1guz 264 18 How how WRB cord-104169-2sbc1guz 264 19 to to TO cord-104169-2sbc1guz 264 20 identify identify VB cord-104169-2sbc1guz 264 21 flawed flawed JJ cord-104169-2sbc1guz 264 22 research research NN cord-104169-2sbc1guz 264 23 before before IN cord-104169-2sbc1guz 264 24 it -PRON- PRP cord-104169-2sbc1guz 264 25 becomes become VBZ cord-104169-2sbc1guz 264 26 dangerous dangerous JJ cord-104169-2sbc1guz 264 27 Citation citation NN cord-104169-2sbc1guz 264 28 count count NN cord-104169-2sbc1guz 264 29 analysis analysis NN cord-104169-2sbc1guz 264 30 for for IN cord-104169-2sbc1guz 264 31 papers paper NNS cord-104169-2sbc1guz 264 32 with with IN cord-104169-2sbc1guz 264 33 preprints preprint NNS cord-104169-2sbc1guz 264 34 Unbalanced unbalanced JJ cord-104169-2sbc1guz 264 35 haar haar NN cord-104169-2sbc1guz 264 36 technique technique NN cord-104169-2sbc1guz 264 37 for for IN cord-104169-2sbc1guz 264 38 nonparametric nonparametric JJ cord-104169-2sbc1guz 264 39 function function NN cord-104169-2sbc1guz 264 40 estimation estimation NN cord-104169-2sbc1guz 264 41 Primordial primordial JJ cord-104169-2sbc1guz 264 42 concepts concept NNS cord-104169-2sbc1guz 264 43 , , , cord-104169-2sbc1guz 264 44 citation citation NN cord-104169-2sbc1guz 264 45 indexing indexing NN cord-104169-2sbc1guz 264 46 , , , cord-104169-2sbc1guz 264 47 and and CC cord-104169-2sbc1guz 264 48 historio historio NN cord-104169-2sbc1guz 264 49 - - HYPH cord-104169-2sbc1guz 264 50 bibliography bibliography NN cord-104169-2sbc1guz 264 51 Algorithmic Algorithmic NNP cord-104169-2sbc1guz 264 52 citation citation NN cord-104169-2sbc1guz 264 53 - - HYPH cord-104169-2sbc1guz 264 54 linked link VBN cord-104169-2sbc1guz 264 55 historiography historiography NN cord-104169-2sbc1guz 264 56 -- -- : cord-104169-2sbc1guz 264 57 mapping map VBG cord-104169-2sbc1guz 264 58 the the DT cord-104169-2sbc1guz 264 59 literature literature NN cord-104169-2sbc1guz 264 60 of of IN cord-104169-2sbc1guz 264 61 science science NN cord-104169-2sbc1guz 264 62 Overview Overview NNP cord-104169-2sbc1guz 264 63 of of IN cord-104169-2sbc1guz 264 64 the the DT cord-104169-2sbc1guz 264 65 TREC TREC NNP cord-104169-2sbc1guz 264 66 2002 2002 CD cord-104169-2sbc1guz 264 67 novelty novelty NN cord-104169-2sbc1guz 264 68 track track NN cord-104169-2sbc1guz 264 69 Analyzing analyze VBG cord-104169-2sbc1guz 264 70 citation citation NN cord-104169-2sbc1guz 264 71 - - HYPH cord-104169-2sbc1guz 264 72 distance distance NN cord-104169-2sbc1guz 264 73 networks network NNS cord-104169-2sbc1guz 264 74 for for IN cord-104169-2sbc1guz 264 75 evaluating evaluate VBG cord-104169-2sbc1guz 264 76 publication publication NN cord-104169-2sbc1guz 264 77 impact impact NN cord-104169-2sbc1guz 264 78 Text Text NNP cord-104169-2sbc1guz 264 79 and and CC cord-104169-2sbc1guz 264 80 graph graph NN cord-104169-2sbc1guz 264 81 based base VBN cord-104169-2sbc1guz 264 82 approach approach NN cord-104169-2sbc1guz 264 83 for for IN cord-104169-2sbc1guz 264 84 analyzing analyze VBG cord-104169-2sbc1guz 264 85 patterns pattern NNS cord-104169-2sbc1guz 264 86 of of IN cord-104169-2sbc1guz 264 87 research research NN cord-104169-2sbc1guz 264 88 collaboration collaboration NN cord-104169-2sbc1guz 264 89 : : : cord-104169-2sbc1guz 264 90 An an DT cord-104169-2sbc1guz 264 91 analysis analysis NN cord-104169-2sbc1guz 264 92 of of IN cord-104169-2sbc1guz 264 93 the the DT cord-104169-2sbc1guz 264 94 TrueIm TrueIm NNP cord-104169-2sbc1guz 264 95 - - HYPH cord-104169-2sbc1guz 264 96 pactDataset pactDataset NNP cord-104169-2sbc1guz 264 97 Relative relative JJ cord-104169-2sbc1guz 264 98 citation citation NN cord-104169-2sbc1guz 264 99 ratio ratio NN cord-104169-2sbc1guz 264 100 ( ( -LRB- cord-104169-2sbc1guz 264 101 RCR RCR NNP cord-104169-2sbc1guz 264 102 ) ) -RRB- cord-104169-2sbc1guz 265 1 : : : cord-104169-2sbc1guz 265 2 A a DT cord-104169-2sbc1guz 265 3 new new JJ cord-104169-2sbc1guz 265 4 metric metric NN cord-104169-2sbc1guz 265 5 that that WDT cord-104169-2sbc1guz 265 6 uses use VBZ cord-104169-2sbc1guz 265 7 citation citation NN cord-104169-2sbc1guz 265 8 rates rate NNS cord-104169-2sbc1guz 265 9 to to TO cord-104169-2sbc1guz 265 10 measure measure VB cord-104169-2sbc1guz 265 11 influence influence NN cord-104169-2sbc1guz 265 12 at at IN cord-104169-2sbc1guz 265 13 the the DT cord-104169-2sbc1guz 265 14 article article NN cord-104169-2sbc1guz 265 15 level level NN cord-104169-2sbc1guz 265 16 Network Network NNP cord-104169-2sbc1guz 265 17 dynamics dynamic NNS cord-104169-2sbc1guz 265 18 of of IN cord-104169-2sbc1guz 265 19 innovation innovation NN cord-104169-2sbc1guz 265 20 processes process NNS cord-104169-2sbc1guz 265 21 Measuring measure VBG cord-104169-2sbc1guz 265 22 the the DT cord-104169-2sbc1guz 265 23 evolution evolution NN cord-104169-2sbc1guz 265 24 of of IN cord-104169-2sbc1guz 265 25 a a DT cord-104169-2sbc1guz 265 26 scientific scientific JJ cord-104169-2sbc1guz 265 27 field field NN cord-104169-2sbc1guz 265 28 through through IN cord-104169-2sbc1guz 265 29 citation citation NN cord-104169-2sbc1guz 265 30 frames frame NNS cord-104169-2sbc1guz 265 31 Efficient efficient JJ cord-104169-2sbc1guz 266 1 online online JJ cord-104169-2sbc1guz 266 2 novelty novelty NN cord-104169-2sbc1guz 266 3 detection detection NN cord-104169-2sbc1guz 266 4 in in IN cord-104169-2sbc1guz 266 5 news news NN cord-104169-2sbc1guz 266 6 streams stream NNS cord-104169-2sbc1guz 266 7 Optimal Optimal NNP cord-104169-2sbc1guz 266 8 detection detection NN cord-104169-2sbc1guz 266 9 of of IN cord-104169-2sbc1guz 266 10 changepoints changepoint NNS cord-104169-2sbc1guz 266 11 with with IN cord-104169-2sbc1guz 266 12 a a DT cord-104169-2sbc1guz 266 13 linear linear JJ cord-104169-2sbc1guz 266 14 computational computational JJ cord-104169-2sbc1guz 266 15 cost cost NN cord-104169-2sbc1guz 266 16 High High NNP cord-104169-2sbc1guz 266 17 - - HYPH cord-104169-2sbc1guz 266 18 Precision Precision NNP cord-104169-2sbc1guz 266 19 Extraction Extraction NNP cord-104169-2sbc1guz 266 20 of of IN cord-104169-2sbc1guz 266 21 Emerging Emerging NNP cord-104169-2sbc1guz 266 22 Concepts Concepts NNPS cord-104169-2sbc1guz 266 23 from from IN cord-104169-2sbc1guz 266 24 Sientific Sientific NNP cord-104169-2sbc1guz 266 25 Literature Literature NNP cord-104169-2sbc1guz 266 26 2020 2020 CD cord-104169-2sbc1guz 266 27 . . . cord-104169-2sbc1guz 267 1 A a DT cord-104169-2sbc1guz 267 2 novel novel JJ cord-104169-2sbc1guz 267 3 approach approach NN cord-104169-2sbc1guz 267 4 to to IN cord-104169-2sbc1guz 267 5 predicting predict VBG cord-104169-2sbc1guz 267 6 exceptional exceptional JJ cord-104169-2sbc1guz 267 7 growth growth NN cord-104169-2sbc1guz 267 8 in in IN cord-104169-2sbc1guz 267 9 research research NN cord-104169-2sbc1guz 267 10 . . . cord-104169-2sbc1guz 268 1 arXiv arXiv NNP cord-104169-2sbc1guz 268 2 e e NNP cord-104169-2sbc1guz 268 3 - - HYPH cord-104169-2sbc1guz 268 4 prints print NNS cord-104169-2sbc1guz 269 1 Successful successful JJ cord-104169-2sbc1guz 269 2 fish fish NN cord-104169-2sbc1guz 269 3 go go VBP cord-104169-2sbc1guz 269 4 with with IN cord-104169-2sbc1guz 269 5 the the DT cord-104169-2sbc1guz 269 6 flow flow NN cord-104169-2sbc1guz 269 7 : : : cord-104169-2sbc1guz 269 8 citation citation NN cord-104169-2sbc1guz 269 9 impact impact NN cord-104169-2sbc1guz 269 10 prediction prediction NN cord-104169-2sbc1guz 269 11 based base VBN cord-104169-2sbc1guz 269 12 on on IN cord-104169-2sbc1guz 269 13 centrality centrality NN cord-104169-2sbc1guz 269 14 measures measure NNS cord-104169-2sbc1guz 269 15 for for IN cord-104169-2sbc1guz 269 16 term term NN cord-104169-2sbc1guz 269 17 - - HYPH cord-104169-2sbc1guz 269 18 document document NN cord-104169-2sbc1guz 269 19 networks network NNS cord-104169-2sbc1guz 270 1 Preprints preprint NNS cord-104169-2sbc1guz 270 2 can can MD cord-104169-2sbc1guz 270 3 fill fill VB cord-104169-2sbc1guz 270 4 a a DT cord-104169-2sbc1guz 270 5 void void NN cord-104169-2sbc1guz 270 6 in in IN cord-104169-2sbc1guz 270 7 times time NNS cord-104169-2sbc1guz 270 8 of of IN cord-104169-2sbc1guz 270 9 rapidly rapidly RB cord-104169-2sbc1guz 270 10 changing change VBG cord-104169-2sbc1guz 270 11 science science NN cord-104169-2sbc1guz 270 12 Laboratory Laboratory NNP cord-104169-2sbc1guz 270 13 Life Life NNP cord-104169-2sbc1guz 270 14 : : : cord-104169-2sbc1guz 271 1 The the DT cord-104169-2sbc1guz 271 2 Construction Construction NNP cord-104169-2sbc1guz 271 3 of of IN cord-104169-2sbc1guz 271 4 Scientific Scientific NNP cord-104169-2sbc1guz 271 5 Facts Facts NNPS cord-104169-2sbc1guz 271 6 Time Time NNP cord-104169-2sbc1guz 271 7 for for IN cord-104169-2sbc1guz 271 8 a a DT cord-104169-2sbc1guz 271 9 prepublication prepublication NN cord-104169-2sbc1guz 271 10 culture culture NN cord-104169-2sbc1guz 271 11 in in IN cord-104169-2sbc1guz 271 12 clinical clinical JJ cord-104169-2sbc1guz 271 13 research research NN cord-104169-2sbc1guz 271 14 ? ? . cord-104169-2sbc1guz 272 1 Prediction prediction NN cord-104169-2sbc1guz 272 2 of of IN cord-104169-2sbc1guz 272 3 citation citation NN cord-104169-2sbc1guz 272 4 counts count VBZ cord-104169-2sbc1guz 272 5 for for IN cord-104169-2sbc1guz 272 6 clinical clinical JJ cord-104169-2sbc1guz 272 7 articles article NNS cord-104169-2sbc1guz 272 8 at at IN cord-104169-2sbc1guz 272 9 two two CD cord-104169-2sbc1guz 272 10 years year NNS cord-104169-2sbc1guz 272 11 using use VBG cord-104169-2sbc1guz 272 12 data datum NNS cord-104169-2sbc1guz 272 13 available available JJ cord-104169-2sbc1guz 272 14 within within IN cord-104169-2sbc1guz 272 15 three three CD cord-104169-2sbc1guz 272 16 weeks week NNS cord-104169-2sbc1guz 272 17 of of IN cord-104169-2sbc1guz 272 18 publication publication NN cord-104169-2sbc1guz 272 19 : : : cord-104169-2sbc1guz 272 20 retrospective retrospective JJ cord-104169-2sbc1guz 272 21 cohort cohort NN cord-104169-2sbc1guz 272 22 study study NN cord-104169-2sbc1guz 272 23 Predicting predict VBG cord-104169-2sbc1guz 272 24 the the DT cord-104169-2sbc1guz 272 25 impact impact NN cord-104169-2sbc1guz 272 26 of of IN cord-104169-2sbc1guz 272 27 scientific scientific JJ cord-104169-2sbc1guz 272 28 concepts concept NNS cord-104169-2sbc1guz 272 29 using use VBG cord-104169-2sbc1guz 272 30 full full JJ cord-104169-2sbc1guz 272 31 - - HYPH cord-104169-2sbc1guz 272 32 text text NN cord-104169-2sbc1guz 272 33 features feature NNS cord-104169-2sbc1guz 273 1 Textrank Textrank NNP cord-104169-2sbc1guz 273 2 : : : cord-104169-2sbc1guz 274 1 Bringing bring VBG cord-104169-2sbc1guz 274 2 order order NN cord-104169-2sbc1guz 274 3 into into IN cord-104169-2sbc1guz 274 4 text text NN cord-104169-2sbc1guz 274 5 Pytextrank Pytextrank NNP cord-104169-2sbc1guz 274 6 , , , cord-104169-2sbc1guz 274 7 a a DT cord-104169-2sbc1guz 274 8 python python NN cord-104169-2sbc1guz 274 9 implementation implementation NN cord-104169-2sbc1guz 274 10 of of IN cord-104169-2sbc1guz 274 11 textrank textrank NNP cord-104169-2sbc1guz 274 12 for for IN cord-104169-2sbc1guz 274 13 phrase phrase NN cord-104169-2sbc1guz 274 14 extraction extraction NN cord-104169-2sbc1guz 274 15 and and CC cord-104169-2sbc1guz 274 16 summarization summarization NN cord-104169-2sbc1guz 274 17 of of IN cord-104169-2sbc1guz 274 18 text text NN cord-104169-2sbc1guz 274 19 documents document NNS cord-104169-2sbc1guz 275 1 Preprints preprint NNS cord-104169-2sbc1guz 275 2 in in IN cord-104169-2sbc1guz 275 3 medical medical JJ cord-104169-2sbc1guz 275 4 research research NN cord-104169-2sbc1guz 275 5 : : : cord-104169-2sbc1guz 275 6 Progress progress NN cord-104169-2sbc1guz 275 7 and and CC cord-104169-2sbc1guz 275 8 principles principle NNS cord-104169-2sbc1guz 276 1 Twitter Twitter NNP cord-104169-2sbc1guz 276 2 predicts predict VBZ cord-104169-2sbc1guz 276 3 citation citation NN cord-104169-2sbc1guz 276 4 rates rate NNS cord-104169-2sbc1guz 276 5 of of IN cord-104169-2sbc1guz 276 6 ecological ecological JJ cord-104169-2sbc1guz 276 7 research research NN cord-104169-2sbc1guz 277 1 Does do VBZ cord-104169-2sbc1guz 277 2 it -PRON- PRP cord-104169-2sbc1guz 277 3 take take VB cord-104169-2sbc1guz 277 4 too too RB cord-104169-2sbc1guz 277 5 long long RB cord-104169-2sbc1guz 277 6 to to TO cord-104169-2sbc1guz 277 7 publish publish VB cord-104169-2sbc1guz 277 8 research research NN cord-104169-2sbc1guz 277 9 ? ? . cord-104169-2sbc1guz 278 1 Delays delay NNS cord-104169-2sbc1guz 278 2 in in IN cord-104169-2sbc1guz 278 3 the the DT cord-104169-2sbc1guz 278 4 publication publication NN cord-104169-2sbc1guz 278 5 of of IN cord-104169-2sbc1guz 278 6 important important JJ cord-104169-2sbc1guz 278 7 clinical clinical JJ cord-104169-2sbc1guz 278 8 trial trial NN cord-104169-2sbc1guz 278 9 findings finding NNS cord-104169-2sbc1guz 278 10 in in IN cord-104169-2sbc1guz 278 11 oncology oncology NN cord-104169-2sbc1guz 279 1 What what WP cord-104169-2sbc1guz 279 2 is be VBZ cord-104169-2sbc1guz 279 3 an an DT cord-104169-2sbc1guz 279 4 emerging emerge VBG cord-104169-2sbc1guz 279 5 technology technology NN cord-104169-2sbc1guz 279 6 ? ? . cord-104169-2sbc1guz 280 1 Choosing choose VBG cord-104169-2sbc1guz 280 2 experiments experiment NNS cord-104169-2sbc1guz 280 3 to to TO cord-104169-2sbc1guz 280 4 accelerate accelerate VB cord-104169-2sbc1guz 280 5 collective collective JJ cord-104169-2sbc1guz 280 6 discovery discovery NN cord-104169-2sbc1guz 280 7 Proceedings Proceedings NNP cord-104169-2sbc1guz 280 8 of of IN cord-104169-2sbc1guz 280 9 the the DT cord-104169-2sbc1guz 280 10 18th 18th JJ cord-104169-2sbc1guz 280 11 ACM ACM NNP cord-104169-2sbc1guz 280 12 / / SYM cord-104169-2sbc1guz 280 13 IEEE IEEE NNP cord-104169-2sbc1guz 280 14 on on IN cord-104169-2sbc1guz 280 15 Joint Joint NNP cord-104169-2sbc1guz 280 16 Conference Conference NNP cord-104169-2sbc1guz 280 17 on on IN cord-104169-2sbc1guz 280 18 Digital Digital NNP cord-104169-2sbc1guz 280 19 Libraries Libraries NNPS cord-104169-2sbc1guz 281 1 On on IN cord-104169-2sbc1guz 281 2 the the DT cord-104169-2sbc1guz 281 3 value value NN cord-104169-2sbc1guz 281 4 of of IN cord-104169-2sbc1guz 281 5 preprints preprint NNS cord-104169-2sbc1guz 281 6 : : : cord-104169-2sbc1guz 282 1 An an DT cord-104169-2sbc1guz 282 2 early early JJ cord-104169-2sbc1guz 282 3 career career NN cord-104169-2sbc1guz 282 4 researcher researcher NN cord-104169-2sbc1guz 282 5 perspective perspective NN cord-104169-2sbc1guz 282 6 Inorganica Inorganica NNP cord-104169-2sbc1guz 282 7 Chimica Chimica NNP cord-104169-2sbc1guz 282 8 Acta Acta NNP cord-104169-2sbc1guz 282 9 : : : cord-104169-2sbc1guz 282 10 its -PRON- PRP$ cord-104169-2sbc1guz 282 11 publications publication NNS cord-104169-2sbc1guz 282 12 , , , cord-104169-2sbc1guz 282 13 references reference NNS cord-104169-2sbc1guz 282 14 and and CC cord-104169-2sbc1guz 282 15 citations citation NNS cord-104169-2sbc1guz 282 16 . . . cord-104169-2sbc1guz 283 1 an an DT cord-104169-2sbc1guz 283 2 update update NN cord-104169-2sbc1guz 283 3 for for IN cord-104169-2sbc1guz 283 4 1995 1995 CD cord-104169-2sbc1guz 283 5 - - SYM cord-104169-2sbc1guz 283 6 1996 1996 CD cord-104169-2sbc1guz 283 7 Metro Metro NNP cord-104169-2sbc1guz 283 8 maps map NNS cord-104169-2sbc1guz 283 9 of of IN cord-104169-2sbc1guz 283 10 science science NN cord-104169-2sbc1guz 283 11 Citing cite VBG cord-104169-2sbc1guz 283 12 for for IN cord-104169-2sbc1guz 283 13 high high JJ cord-104169-2sbc1guz 283 14 impact impact NN cord-104169-2sbc1guz 283 15 Measuring measure VBG cord-104169-2sbc1guz 283 16 originality originality NN cord-104169-2sbc1guz 283 17 in in IN cord-104169-2sbc1guz 283 18 science science NN cord-104169-2sbc1guz 283 19 Quantifying quantify VBG cord-104169-2sbc1guz 283 20 the the DT cord-104169-2sbc1guz 283 21 evolution evolution NN cord-104169-2sbc1guz 283 22 of of IN cord-104169-2sbc1guz 283 23 individual individual JJ cord-104169-2sbc1guz 283 24 scientific scientific JJ cord-104169-2sbc1guz 283 25 impact impact NN cord-104169-2sbc1guz 283 26 Citations citation NNS cord-104169-2sbc1guz 283 27 and and CC cord-104169-2sbc1guz 283 28 certainty certainty NN cord-104169-2sbc1guz 283 29 : : : cord-104169-2sbc1guz 283 30 a a DT cord-104169-2sbc1guz 283 31 new new JJ cord-104169-2sbc1guz 283 32 interpretation interpretation NN cord-104169-2sbc1guz 283 33 of of IN cord-104169-2sbc1guz 283 34 citation citation NN cord-104169-2sbc1guz 283 35 counts count VBZ cord-104169-2sbc1guz 283 36 Overview Overview NNP cord-104169-2sbc1guz 283 37 of of IN cord-104169-2sbc1guz 283 38 the the DT cord-104169-2sbc1guz 283 39 TREC TREC NNP cord-104169-2sbc1guz 283 40 2003 2003 CD cord-104169-2sbc1guz 283 41 novelty novelty NN cord-104169-2sbc1guz 283 42 track track NN cord-104169-2sbc1guz 283 43 Novelty Novelty NNP cord-104169-2sbc1guz 283 44 detection detection NN cord-104169-2sbc1guz 283 45 : : : cord-104169-2sbc1guz 284 1 the the DT cord-104169-2sbc1guz 284 2 TREC TREC NNP cord-104169-2sbc1guz 284 3 experience experience NN cord-104169-2sbc1guz 284 4 Factors factor NNS cord-104169-2sbc1guz 284 5 affecting affect VBG cord-104169-2sbc1guz 284 6 number number NN cord-104169-2sbc1guz 284 7 of of IN cord-104169-2sbc1guz 284 8 citations citation NNS cord-104169-2sbc1guz 284 9 : : : cord-104169-2sbc1guz 284 10 a a DT cord-104169-2sbc1guz 284 11 comprehensive comprehensive JJ cord-104169-2sbc1guz 284 12 review review NN cord-104169-2sbc1guz 284 13 of of IN cord-104169-2sbc1guz 284 14 the the DT cord-104169-2sbc1guz 284 15 literature literature NN cord-104169-2sbc1guz 284 16 Optimal Optimal NNP cord-104169-2sbc1guz 284 17 transport transport NN cord-104169-2sbc1guz 284 18 - - HYPH cord-104169-2sbc1guz 284 19 based base VBN cord-104169-2sbc1guz 284 20 alignment alignment NN cord-104169-2sbc1guz 284 21 of of IN cord-104169-2sbc1guz 284 22 learned learn VBN cord-104169-2sbc1guz 284 23 character character NN cord-104169-2sbc1guz 284 24 representations representation NNS cord-104169-2sbc1guz 284 25 for for IN cord-104169-2sbc1guz 284 26 string string NN cord-104169-2sbc1guz 284 27 similarity similarity NN cord-104169-2sbc1guz 284 28 Selective selective JJ cord-104169-2sbc1guz 284 29 review review NN cord-104169-2sbc1guz 284 30 of of IN cord-104169-2sbc1guz 284 31 offline offline JJ cord-104169-2sbc1guz 284 32 change change NN cord-104169-2sbc1guz 284 33 point point NN cord-104169-2sbc1guz 284 34 detection detection NN cord-104169-2sbc1guz 284 35 methods method NNS cord-104169-2sbc1guz 284 36 Atypical atypical JJ cord-104169-2sbc1guz 284 37 combinations combination NNS cord-104169-2sbc1guz 284 38 and and CC cord-104169-2sbc1guz 284 39 scientific scientific JJ cord-104169-2sbc1guz 284 40 impact impact NN cord-104169-2sbc1guz 285 1 Accelerating accelerate VBG cord-104169-2sbc1guz 285 2 scientific scientific JJ cord-104169-2sbc1guz 285 3 publication publication NN cord-104169-2sbc1guz 285 4 in in IN cord-104169-2sbc1guz 285 5 biology biology NN cord-104169-2sbc1guz 286 1 A a DT cord-104169-2sbc1guz 286 2 comparison comparison NN cord-104169-2sbc1guz 286 3 study study NN cord-104169-2sbc1guz 286 4 for for IN cord-104169-2sbc1guz 286 5 novelty novelty NN cord-104169-2sbc1guz 286 6 control control NN cord-104169-2sbc1guz 286 7 mechanisms mechanism NNS cord-104169-2sbc1guz 286 8 applied apply VBN cord-104169-2sbc1guz 286 9 to to IN cord-104169-2sbc1guz 286 10 web web NN cord-104169-2sbc1guz 286 11 news news NN cord-104169-2sbc1guz 286 12 stories story NNS cord-104169-2sbc1guz 286 13 Bias Bias NNP cord-104169-2sbc1guz 286 14 against against IN cord-104169-2sbc1guz 286 15 novelty novelty NN cord-104169-2sbc1guz 286 16 in in IN cord-104169-2sbc1guz 286 17 science science NN cord-104169-2sbc1guz 286 18 : : : cord-104169-2sbc1guz 287 1 A a DT cord-104169-2sbc1guz 287 2 cautionary cautionary JJ cord-104169-2sbc1guz 287 3 tale tale NN cord-104169-2sbc1guz 287 4 for for IN cord-104169-2sbc1guz 287 5 users user NNS cord-104169-2sbc1guz 287 6 of of IN cord-104169-2sbc1guz 287 7 bibliometric bibliometric NNP cord-104169-2sbc1guz 287 8 indicators indicator NNS cord-104169-2sbc1guz 287 9 CORD-19 CORD-19 NNP cord-104169-2sbc1guz 287 10 : : : cord-104169-2sbc1guz 288 1 The the DT cord-104169-2sbc1guz 288 2 Covid-19 covid-19 CD cord-104169-2sbc1guz 288 3 open open JJ cord-104169-2sbc1guz 288 4 research research NN cord-104169-2sbc1guz 288 5 dataset dataset NN cord-104169-2sbc1guz 288 6 Three three CD cord-104169-2sbc1guz 288 7 new new JJ cord-104169-2sbc1guz 288 8 bibliometric bibliometric NN cord-104169-2sbc1guz 288 9 indicators indicator NNS cord-104169-2sbc1guz 288 10 / / SYM cord-104169-2sbc1guz 288 11 approaches approach NNS cord-104169-2sbc1guz 288 12 derived derive VBN cord-104169-2sbc1guz 288 13 from from IN cord-104169-2sbc1guz 288 14 keyword keyword NN cord-104169-2sbc1guz 288 15 analysis analysis NN cord-104169-2sbc1guz 288 16 Static static JJ cord-104169-2sbc1guz 288 17 ranking ranking NN cord-104169-2sbc1guz 288 18 of of IN cord-104169-2sbc1guz 288 19 scholarly scholarly JJ cord-104169-2sbc1guz 288 20 papers paper NNS cord-104169-2sbc1guz 288 21 using use VBG cord-104169-2sbc1guz 288 22 article article NN cord-104169-2sbc1guz 288 23 - - HYPH cord-104169-2sbc1guz 288 24 level level NN cord-104169-2sbc1guz 288 25 eigenfactor eigenfactor NN cord-104169-2sbc1guz 288 26 ( ( -LRB- cord-104169-2sbc1guz 288 27 alef alef NNP cord-104169-2sbc1guz 288 28 ) ) -RRB- cord-104169-2sbc1guz 288 29 Measuring measure VBG cord-104169-2sbc1guz 288 30 academic academic JJ cord-104169-2sbc1guz 288 31 influence influence NN cord-104169-2sbc1guz 288 32 using use VBG cord-104169-2sbc1guz 288 33 heterogeneous heterogeneous JJ cord-104169-2sbc1guz 288 34 author author NN cord-104169-2sbc1guz 288 35 - - HYPH cord-104169-2sbc1guz 288 36 citation citation NN cord-104169-2sbc1guz 288 37 networks network NNS cord-104169-2sbc1guz 289 1 The the DT cord-104169-2sbc1guz 289 2 authors author NNS cord-104169-2sbc1guz 289 3 are be VBP cord-104169-2sbc1guz 289 4 grateful grateful JJ cord-104169-2sbc1guz 289 5 to to IN cord-104169-2sbc1guz 289 6 Bill Bill NNP cord-104169-2sbc1guz 289 7 Burkholder Burkholder NNP cord-104169-2sbc1guz 289 8 ( ( -LRB- cord-104169-2sbc1guz 289 9 Chan Chan NNP cord-104169-2sbc1guz 289 10 Zuckerberg Zuckerberg NNP cord-104169-2sbc1guz 289 11 Biohub Biohub NNP cord-104169-2sbc1guz 289 12 ) ) -RRB- cord-104169-2sbc1guz 289 13 who who WP cord-104169-2sbc1guz 289 14 suggested suggest VBD cord-104169-2sbc1guz 289 15 this this DT cord-104169-2sbc1guz 289 16 research research NN cord-104169-2sbc1guz 289 17 , , , cord-104169-2sbc1guz 289 18 and and CC cord-104169-2sbc1guz 289 19 to to IN cord-104169-2sbc1guz 289 20 Barbara Barbara NNP cord-104169-2sbc1guz 289 21 Vidal Vidal NNP cord-104169-2sbc1guz 289 22 & & CC cord-104169-2sbc1guz 289 23 Michaela Michaela NNP cord-104169-2sbc1guz 289 24 Torkar Torkar NNP cord-104169-2sbc1guz 289 25 ( ( -LRB- cord-104169-2sbc1guz 289 26 Chan Chan NNP cord-104169-2sbc1guz 289 27 Zuckerberg Zuckerberg NNP cord-104169-2sbc1guz 289 28 Initiative Initiative NNP cord-104169-2sbc1guz 289 29 ) ) -RRB- cord-104169-2sbc1guz 289 30 for for IN cord-104169-2sbc1guz 289 31 their -PRON- PRP$ cord-104169-2sbc1guz 289 32 expert expert NN cord-104169-2sbc1guz 289 33 help help NN cord-104169-2sbc1guz 289 34 in in IN cord-104169-2sbc1guz 289 35 selecting select VBG cord-104169-2sbc1guz 289 36 the the DT cord-104169-2sbc1guz 289 37 phrases phrase NNS cord-104169-2sbc1guz 289 38 for for IN cord-104169-2sbc1guz 289 39 comparison comparison NN cord-104169-2sbc1guz 289 40 . . . cord-104169-2sbc1guz 290 1 This this DT cord-104169-2sbc1guz 290 2 research research NN cord-104169-2sbc1guz 290 3 was be VBD cord-104169-2sbc1guz 290 4 initiated initiate VBN cord-104169-2sbc1guz 290 5 at at IN cord-104169-2sbc1guz 290 6 the the DT cord-104169-2sbc1guz 290 7 University University NNP cord-104169-2sbc1guz 290 8 of of IN cord-104169-2sbc1guz 290 9 Massachusetts Massachusetts NNP cord-104169-2sbc1guz 290 10 Amherst Amherst NNP cord-104169-2sbc1guz 290 11 Industry Industry NNP cord-104169-2sbc1guz 290 12 Mentorship Mentorship NNP cord-104169-2sbc1guz 290 13 Program Program NNP cord-104169-2sbc1guz 290 14 . . .