id sid tid token lemma pos 01-hintze-artificial 1 1 Chapter chapter NN 01-hintze-artificial 1 2 1 1 CD 01-hintze-artificial 1 3 Artificial Artificial NNP 01-hintze-artificial 1 4 Intelligence Intelligence NNP 01-hintze-artificial 1 5 in in IN 01-hintze-artificial 1 6 the the DT 01-hintze-artificial 1 7 Humanities Humanities NNPS 01-hintze-artificial 1 8 : : : 01-hintze-artificial 1 9 Wolf Wolf NNP 01-hintze-artificial 1 10 in in IN 01-hintze-artificial 1 11 Disguise Disguise NNP 01-hintze-artificial 1 12 , , , 01-hintze-artificial 1 13 or or CC 01-hintze-artificial 1 14 Digital Digital NNP 01-hintze-artificial 1 15 Revolution Revolution NNP 01-hintze-artificial 1 16 ? ? . 01-hintze-artificial 2 1 Arend Arend NNP 01-hintze-artificial 2 2 Hintze Hintze NNP 01-hintze-artificial 2 3 Dalarna Dalarna NNP 01-hintze-artificial 2 4 University University NNP 01-hintze-artificial 2 5 Jorden Jorden NNP 01-hintze-artificial 2 6 Schossau Schossau NNP 01-hintze-artificial 2 7 Michigan Michigan NNP 01-hintze-artificial 2 8 State State NNP 01-hintze-artificial 2 9 University University NNP 01-hintze-artificial 2 10 Introduction Introduction NNP 01-hintze-artificial 2 11 Artificial Artificial NNP 01-hintze-artificial 2 12 Intelligence Intelligence NNP 01-hintze-artificial 2 13 , , , 01-hintze-artificial 2 14 with with IN 01-hintze-artificial 2 15 its -PRON- PRP$ 01-hintze-artificial 2 16 ability ability NN 01-hintze-artificial 2 17 to to TO 01-hintze-artificial 2 18 machine machine NN 01-hintze-artificial 2 19 learn learn VB 01-hintze-artificial 2 20 coupled couple VBN 01-hintze-artificial 2 21 to to IN 01-hintze-artificial 2 22 an an DT 01-hintze-artificial 2 23 almost almost RB 01-hintze-artificial 2 24 human human NN 01-hintze-artificial 2 25 - - HYPH 01-hintze-artificial 2 26 like like JJ 01-hintze-artificial 2 27 under- under- NNP 01-hintze-artificial 2 28 standing standing NN 01-hintze-artificial 2 29 , , , 01-hintze-artificial 2 30 sounds sound VBZ 01-hintze-artificial 2 31 like like IN 01-hintze-artificial 2 32 the the DT 01-hintze-artificial 2 33 ideal ideal JJ 01-hintze-artificial 2 34 tool tool NN 01-hintze-artificial 2 35 to to IN 01-hintze-artificial 2 36 the the DT 01-hintze-artificial 2 37 humanities humanity NNS 01-hintze-artificial 2 38 . . . 01-hintze-artificial 3 1 Instead instead RB 01-hintze-artificial 3 2 of of IN 01-hintze-artificial 3 3 using use VBG 01-hintze-artificial 3 4 primitive primitive JJ 01-hintze-artificial 3 5 quantitative quantitative JJ 01-hintze-artificial 3 6 methods method NNS 01-hintze-artificial 3 7 to to TO 01-hintze-artificial 3 8 count count VB 01-hintze-artificial 3 9 words word NNS 01-hintze-artificial 3 10 or or CC 01-hintze-artificial 3 11 catalogue catalogue NN 01-hintze-artificial 3 12 books book NNS 01-hintze-artificial 3 13 , , , 01-hintze-artificial 3 14 current current JJ 01-hintze-artificial 3 15 advancements advancement NNS 01-hintze-artificial 3 16 promise promise VBP 01-hintze-artificial 3 17 to to TO 01-hintze-artificial 3 18 reveal reveal VB 01-hintze-artificial 3 19 insights insight NNS 01-hintze-artificial 3 20 that that WDT 01-hintze-artificial 3 21 otherwise otherwise RB 01-hintze-artificial 3 22 could could MD 01-hintze-artificial 3 23 only only RB 01-hintze-artificial 3 24 be be VB 01-hintze-artificial 3 25 obtained obtain VBN 01-hintze-artificial 3 26 by by IN 01-hintze-artificial 3 27 years year NNS 01-hintze-artificial 3 28 of of IN 01-hintze-artificial 3 29 dedicated dedicated JJ 01-hintze-artificial 3 30 scholarship scholarship NN 01-hintze-artificial 3 31 . . . 01-hintze-artificial 4 1 But but CC 01-hintze-artificial 4 2 are be VBP 01-hintze-artificial 4 3 these these DT 01-hintze-artificial 4 4 technolo- technolo- JJ 01-hintze-artificial 4 5 gies gy NNS 01-hintze-artificial 4 6 imbued imbue VBN 01-hintze-artificial 4 7 with with IN 01-hintze-artificial 4 8 intuition intuition NN 01-hintze-artificial 4 9 or or CC 01-hintze-artificial 4 10 understanding understanding NN 01-hintze-artificial 4 11 , , , 01-hintze-artificial 4 12 and and CC 01-hintze-artificial 4 13 do do VBP 01-hintze-artificial 4 14 they -PRON- PRP 01-hintze-artificial 4 15 learn learn VB 01-hintze-artificial 4 16 like like IN 01-hintze-artificial 4 17 humans human NNS 01-hintze-artificial 4 18 ? ? . 01-hintze-artificial 5 1 Are be VBP 01-hintze-artificial 5 2 they -PRON- PRP 01-hintze-artificial 5 3 capable capable JJ 01-hintze-artificial 5 4 of of IN 01-hintze-artificial 5 5 developing develop VBG 01-hintze-artificial 5 6 their -PRON- PRP$ 01-hintze-artificial 5 7 own own JJ 01-hintze-artificial 5 8 perspective perspective NN 01-hintze-artificial 5 9 , , , 01-hintze-artificial 5 10 and and CC 01-hintze-artificial 5 11 can can MD 01-hintze-artificial 5 12 they -PRON- PRP 01-hintze-artificial 5 13 aid aid VB 01-hintze-artificial 5 14 in in IN 01-hintze-artificial 5 15 qualitative qualitative JJ 01-hintze-artificial 5 16 research research NN 01-hintze-artificial 5 17 ? ? . 01-hintze-artificial 6 1 In in IN 01-hintze-artificial 6 2 the the DT 01-hintze-artificial 6 3 80s 80 NNS 01-hintze-artificial 6 4 and and CC 01-hintze-artificial 6 5 90s 90 NNS 01-hintze-artificial 6 6 , , , 01-hintze-artificial 6 7 as as IN 01-hintze-artificial 6 8 home home NN 01-hintze-artificial 6 9 computers computer NNS 01-hintze-artificial 6 10 were be VBD 01-hintze-artificial 6 11 becoming become VBG 01-hintze-artificial 6 12 more more RBR 01-hintze-artificial 6 13 common common JJ 01-hintze-artificial 6 14 , , , 01-hintze-artificial 6 15 Hollywood Hollywood NNP 01-hintze-artificial 6 16 was be VBD 01-hintze-artificial 6 17 sen- sen- RB 01-hintze-artificial 6 18 sationalizing sationalize VBG 01-hintze-artificial 6 19 the the DT 01-hintze-artificial 6 20 idea idea NN 01-hintze-artificial 6 21 of of IN 01-hintze-artificial 6 22 smart smart JJ 01-hintze-artificial 6 23 or or CC 01-hintze-artificial 6 24 human human JJ 01-hintze-artificial 6 25 - - HYPH 01-hintze-artificial 6 26 like like JJ 01-hintze-artificial 6 27 Artificial Artificial NNP 01-hintze-artificial 6 28 Intelligent Intelligent NNP 01-hintze-artificial 6 29 machines machine NNS 01-hintze-artificial 6 30 ( ( -LRB- 01-hintze-artificial 6 31 AI AI NNP 01-hintze-artificial 6 32 ) ) -RRB- 01-hintze-artificial 6 33 through through IN 01-hintze-artificial 6 34 movies movie NNS 01-hintze-artificial 6 35 such such JJ 01-hintze-artificial 6 36 as as IN 01-hintze-artificial 6 37 Terminator Terminator NNP 01-hintze-artificial 6 38 , , , 01-hintze-artificial 6 39 Blade Blade NNP 01-hintze-artificial 6 40 Runner Runner NNP 01-hintze-artificial 6 41 , , , 01-hintze-artificial 6 42 Short Short NNP 01-hintze-artificial 6 43 Circuit Circuit NNP 01-hintze-artificial 6 44 , , , 01-hintze-artificial 6 45 and and CC 01-hintze-artificial 6 46 Bicentennial Bicentennial NNP 01-hintze-artificial 6 47 Man Man NNP 01-hintze-artificial 6 48 . . . 01-hintze-artificial 7 1 At at IN 01-hintze-artificial 7 2 the the DT 01-hintze-artificial 7 3 same same JJ 01-hintze-artificial 7 4 time time NN 01-hintze-artificial 7 5 , , , 01-hintze-artificial 7 6 the the DT 01-hintze-artificial 7 7 home home NN 01-hintze-artificial 7 8 experience experience NN 01-hintze-artificial 7 9 of of IN 01-hintze-artificial 7 10 personal personal JJ 01-hintze-artificial 7 11 computing computing NN 01-hintze-artificial 7 12 highlighted highlight VBD 01-hintze-artificial 7 13 the the DT 01-hintze-artificial 7 14 difference difference NN 01-hintze-artificial 7 15 between between IN 01-hintze-artificial 7 16 Hollywood Hollywood NNP 01-hintze-artificial 7 17 intelli- intelli- NNP 01-hintze-artificial 7 18 gent gent NN 01-hintze-artificial 7 19 machines machine NNS 01-hintze-artificial 7 20 and and CC 01-hintze-artificial 7 21 the the DT 01-hintze-artificial 7 22 reality reality NN 01-hintze-artificial 7 23 of of IN 01-hintze-artificial 7 24 how how WRB 01-hintze-artificial 7 25 “ " `` 01-hintze-artificial 7 26 dumb dumb JJ 01-hintze-artificial 7 27 ” " '' 01-hintze-artificial 7 28 machines machine NNS 01-hintze-artificial 7 29 really really RB 01-hintze-artificial 7 30 were be VBD 01-hintze-artificial 7 31 . . . 01-hintze-artificial 8 1 Home home NN 01-hintze-artificial 8 2 , , , 01-hintze-artificial 8 3 or or CC 01-hintze-artificial 8 4 even even RB 01-hintze-artificial 8 5 industry industry NN 01-hintze-artificial 8 6 machines machine NNS 01-hintze-artificial 8 7 , , , 01-hintze-artificial 8 8 could could MD 01-hintze-artificial 8 9 not not RB 01-hintze-artificial 8 10 answer answer VB 01-hintze-artificial 8 11 simple simple JJ 01-hintze-artificial 8 12 natural natural JJ 01-hintze-artificial 8 13 language language NN 01-hintze-artificial 8 14 questions question NNS 01-hintze-artificial 8 15 of of IN 01-hintze-artificial 8 16 anything anything NN 01-hintze-artificial 8 17 but but IN 01-hintze-artificial 8 18 the the DT 01-hintze-artificial 8 19 simplest simple JJS 01-hintze-artificial 8 20 of of IN 01-hintze-artificial 8 21 complexity complexity NN 01-hintze-artificial 8 22 . . . 01-hintze-artificial 9 1 Instead instead RB 01-hintze-artificial 9 2 , , , 01-hintze-artificial 9 3 users user NNS 01-hintze-artificial 9 4 or or CC 01-hintze-artificial 9 5 programmers programmer NNS 01-hintze-artificial 9 6 needed need VBN 01-hintze-artificial 9 7 to to TO 01-hintze-artificial 9 8 painstakingly painstakingly RB 01-hintze-artificial 9 9 implement implement VB 01-hintze-artificial 9 10 an an DT 01-hintze-artificial 9 11 algorithm algorithm NN 01-hintze-artificial 9 12 to to TO 01-hintze-artificial 9 13 address address VB 01-hintze-artificial 9 14 their -PRON- PRP$ 01-hintze-artificial 9 15 question question NN 01-hintze-artificial 9 16 . . . 01-hintze-artificial 10 1 Then then RB 01-hintze-artificial 10 2 , , , 01-hintze-artificial 10 3 the the DT 01-hintze-artificial 10 4 user user NN 01-hintze-artificial 10 5 was be VBD 01-hintze-artificial 10 6 required require VBN 01-hintze-artificial 10 7 to to TO 01-hintze-artificial 10 8 wait wait VB 01-hintze-artificial 10 9 for for IN 01-hintze-artificial 10 10 the the DT 01-hintze-artificial 10 11 machine machine NN 01-hintze-artificial 10 12 to to TO 01-hintze-artificial 10 13 slavishly slavishly RB 01-hintze-artificial 10 14 follow follow VB 01-hintze-artificial 10 15 each each DT 01-hintze-artificial 10 16 instruction instruction NN 01-hintze-artificial 10 17 that that WDT 01-hintze-artificial 10 18 was be VBD 01-hintze-artificial 10 19 programmed program VBN 01-hintze-artificial 10 20 while while IN 01-hintze-artificial 10 21 hoping hope VBG 01-hintze-artificial 10 22 that that IN 01-hintze-artificial 10 23 whoever whoever WP 01-hintze-artificial 10 24 entered enter VBD 01-hintze-artificial 10 25 the the DT 01-hintze-artificial 10 26 instructions instruction NNS 01-hintze-artificial 10 27 did do VBD 01-hintze-artificial 10 28 3 3 CD 01-hintze-artificial 10 29 4 4 CD 01-hintze-artificial 10 30 Machine Machine NNP 01-hintze-artificial 10 31 Learning Learning NNP 01-hintze-artificial 10 32 , , , 01-hintze-artificial 10 33 Libraries Libraries NNPS 01-hintze-artificial 10 34 , , , 01-hintze-artificial 10 35 and and CC 01-hintze-artificial 10 36 Cross Cross NNP 01-hintze-artificial 10 37 - - NNP 01-hintze-artificial 10 38 Disciplinary Disciplinary NNP 01-hintze-artificial 10 39 ResearchǔChapter ResearchǔChapter NNP 01-hintze-artificial 10 40 1 1 CD 01-hintze-artificial 10 41 not not RB 01-hintze-artificial 10 42 make make VB 01-hintze-artificial 10 43 a a DT 01-hintze-artificial 10 44 mistake mistake NN 01-hintze-artificial 10 45 . . . 01-hintze-artificial 11 1 Despite despite IN 01-hintze-artificial 11 2 the the DT 01-hintze-artificial 11 3 Hollywood Hollywood NNP 01-hintze-artificial 11 4 intelligent intelligent JJ 01-hintze-artificial 11 5 machines machine NNS 01-hintze-artificial 11 6 sensation sensation NN 01-hintze-artificial 11 7 , , , 01-hintze-artificial 11 8 people people NNS 01-hintze-artificial 11 9 understood understand VBD 01-hintze-artificial 11 10 that that IN 01-hintze-artificial 11 11 computers computer NNS 01-hintze-artificial 11 12 did do VBD 01-hintze-artificial 11 13 not not RB 01-hintze-artificial 11 14 and and CC 01-hintze-artificial 11 15 could could MD 01-hintze-artificial 11 16 not not RB 01-hintze-artificial 11 17 think think VB 01-hintze-artificial 11 18 like like IN 01-hintze-artificial 11 19 humans human NNS 01-hintze-artificial 11 20 , , , 01-hintze-artificial 11 21 but but CC 01-hintze-artificial 11 22 that that IN 01-hintze-artificial 11 23 they -PRON- PRP 01-hintze-artificial 11 24 do do VBP 01-hintze-artificial 11 25 excel excel VB 01-hintze-artificial 11 26 at at IN 01-hintze-artificial 11 27 perform- perform- NN 01-hintze-artificial 11 28 ing ing JJ 01-hintze-artificial 11 29 repetitive repetitive JJ 01-hintze-artificial 11 30 tasks task NNS 01-hintze-artificial 11 31 with with IN 01-hintze-artificial 11 32 extreme extreme JJ 01-hintze-artificial 11 33 speed speed NN 01-hintze-artificial 11 34 and and CC 01-hintze-artificial 11 35 fidelity fidelity NN 01-hintze-artificial 11 36 . . . 01-hintze-artificial 12 1 This this DT 01-hintze-artificial 12 2 shaped shape VBD 01-hintze-artificial 12 3 the the DT 01-hintze-artificial 12 4 expectations expectation NNS 01-hintze-artificial 12 5 for for IN 01-hintze-artificial 12 6 interacting interact VBG 01-hintze-artificial 12 7 with with IN 01-hintze-artificial 12 8 computers computer NNS 01-hintze-artificial 12 9 . . . 01-hintze-artificial 13 1 Computers computer NNS 01-hintze-artificial 13 2 became become VBD 01-hintze-artificial 13 3 efficient efficient JJ 01-hintze-artificial 13 4 tools tool NNS 01-hintze-artificial 13 5 that that WDT 01-hintze-artificial 13 6 required require VBD 01-hintze-artificial 13 7 specific specific JJ 01-hintze-artificial 13 8 instruction instruction NN 01-hintze-artificial 13 9 in in IN 01-hintze-artificial 13 10 order order NN 01-hintze-artificial 13 11 to to TO 01-hintze-artificial 13 12 achieve achieve VB 01-hintze-artificial 13 13 a a DT 01-hintze-artificial 13 14 desired desire VBN 01-hintze-artificial 13 15 outcome outcome NN 01-hintze-artificial 13 16 . . . 01-hintze-artificial 14 1 Computational computational JJ 01-hintze-artificial 14 2 technology technology NN 01-hintze-artificial 14 3 and and CC 01-hintze-artificial 14 4 user user NN 01-hintze-artificial 14 5 experience experience NN 01-hintze-artificial 14 6 drastically drastically RB 01-hintze-artificial 14 7 changed change VBD 01-hintze-artificial 14 8 over over IN 01-hintze-artificial 14 9 the the DT 01-hintze-artificial 14 10 next next JJ 01-hintze-artificial 14 11 20 20 CD 01-hintze-artificial 14 12 years year NNS 01-hintze-artificial 14 13 . . . 01-hintze-artificial 15 1 Technology technology NN 01-hintze-artificial 15 2 became become VBD 01-hintze-artificial 15 3 much much RB 01-hintze-artificial 15 4 more more RBR 01-hintze-artificial 15 5 intuitive intuitive JJ 01-hintze-artificial 15 6 to to TO 01-hintze-artificial 15 7 use use VB 01-hintze-artificial 15 8 while while IN 01-hintze-artificial 15 9 it -PRON- PRP 01-hintze-artificial 15 10 also also RB 01-hintze-artificial 15 11 became become VBD 01-hintze-artificial 15 12 much much RB 01-hintze-artificial 15 13 more more RBR 01-hintze-artificial 15 14 powerful powerful JJ 01-hintze-artificial 15 15 at at IN 01-hintze-artificial 15 16 handling handle VBG 01-hintze-artificial 15 17 large large JJ 01-hintze-artificial 15 18 data data NN 01-hintze-artificial 15 19 sets set NNS 01-hintze-artificial 15 20 . . . 01-hintze-artificial 16 1 For for IN 01-hintze-artificial 16 2 instance instance NN 01-hintze-artificial 16 3 , , , 01-hintze-artificial 16 4 Google Google NNP 01-hintze-artificial 16 5 can can MD 01-hintze-artificial 16 6 return return VB 01-hintze-artificial 16 7 search search NN 01-hintze-artificial 16 8 results result NNS 01-hintze-artificial 16 9 for for IN 01-hintze-artificial 16 10 websites website NNS 01-hintze-artificial 16 11 as as IN 01-hintze-artificial 16 12 a a DT 01-hintze-artificial 16 13 response response NN 01-hintze-artificial 16 14 to to TO 01-hintze-artificial 16 15 even even RB 01-hintze-artificial 16 16 the the DT 01-hintze-artificial 16 17 silliest silly JJS 01-hintze-artificial 16 18 or or CC 01-hintze-artificial 16 19 sparsest sparse JJS 01-hintze-artificial 16 20 request request NN 01-hintze-artificial 16 21 , , , 01-hintze-artificial 16 22 with with IN 01-hintze-artificial 16 23 a a DT 01-hintze-artificial 16 24 decent decent JJ 01-hintze-artificial 16 25 chance chance NN 01-hintze-artificial 16 26 that that IN 01-hintze-artificial 16 27 the the DT 01-hintze-artificial 16 28 results result NNS 01-hintze-artificial 16 29 are be VBP 01-hintze-artificial 16 30 relevant relevant JJ 01-hintze-artificial 16 31 to to IN 01-hintze-artificial 16 32 the the DT 01-hintze-artificial 16 33 question question NN 01-hintze-artificial 16 34 asked ask VBD 01-hintze-artificial 16 35 . . . 01-hintze-artificial 17 1 Did do VBD 01-hintze-artificial 17 2 you -PRON- PRP 01-hintze-artificial 17 3 read read VB 01-hintze-artificial 17 4 a a DT 01-hintze-artificial 17 5 manual manual NN 01-hintze-artificial 17 6 before before IN 01-hintze-artificial 17 7 you -PRON- PRP 01-hintze-artificial 17 8 used use VBD 01-hintze-artificial 17 9 your -PRON- PRP$ 01-hintze-artificial 17 10 smartphone smartphone NN 01-hintze-artificial 17 11 , , , 01-hintze-artificial 17 12 or or CC 01-hintze-artificial 17 13 did do VBD 01-hintze-artificial 17 14 you -PRON- PRP 01-hintze-artificial 17 15 like like VB 01-hintze-artificial 17 16 everyone everyone NN 01-hintze-artificial 17 17 else else RB 01-hintze-artificial 17 18 just just RB 01-hintze-artificial 17 19 “ " `` 01-hintze-artificial 17 20 figure figure VB 01-hintze-artificial 17 21 it -PRON- PRP 01-hintze-artificial 17 22 out out RP 01-hintze-artificial 17 23 ” " '' 01-hintze-artificial 17 24 ? ? . 01-hintze-artificial 18 1 Or or CC 01-hintze-artificial 18 2 , , , 01-hintze-artificial 18 3 as as IN 01-hintze-artificial 18 4 a a DT 01-hintze-artificial 18 5 consequence consequence NN 01-hintze-artificial 18 6 of of IN 01-hintze-artificial 18 7 modern modern JJ 01-hintze-artificial 18 8 - - HYPH 01-hintze-artificial 18 9 day day NN 01-hintze-artificial 18 10 media medium NNS 01-hintze-artificial 18 11 and and CC 01-hintze-artificial 18 12 its -PRON- PRP$ 01-hintze-artificial 18 13 on on IN 01-hintze-artificial 18 14 - - HYPH 01-hintze-artificial 18 15 demand demand NN 01-hintze-artificial 18 16 services service NNS 01-hintze-artificial 18 17 , , , 01-hintze-artificial 18 18 children child NNS 01-hintze-artificial 18 19 ask ask VBP 01-hintze-artificial 18 20 to to TO 01-hintze-artificial 18 21 skip skip VB 01-hintze-artificial 18 22 a a DT 01-hintze-artificial 18 23 song song NN 01-hintze-artificial 18 24 playing play VBG 01-hintze-artificial 18 25 through through IN 01-hintze-artificial 18 26 radio radio NN 01-hintze-artificial 18 27 broadcast broadcast NN 01-hintze-artificial 18 28 . . . 01-hintze-artificial 19 1 The the DT 01-hintze-artificial 19 2 older old JJR 01-hintze-artificial 19 3 technologies technology NNS 01-hintze-artificial 19 4 quickly quickly RB 01-hintze-artificial 19 5 feel feel VBP 01-hintze-artificial 19 6 archaic archaic NN 01-hintze-artificial 19 7 . . . 01-hintze-artificial 20 1 These these DT 01-hintze-artificial 20 2 technological technological JJ 01-hintze-artificial 20 3 advancements advancement NNS 01-hintze-artificial 20 4 go go VBP 01-hintze-artificial 20 5 hand hand NN 01-hintze-artificial 20 6 in in IN 01-hintze-artificial 20 7 hand hand NN 01-hintze-artificial 20 8 with with IN 01-hintze-artificial 20 9 the the DT 01-hintze-artificial 20 10 developments development NNS 01-hintze-artificial 20 11 in in IN 01-hintze-artificial 20 12 the the DT 01-hintze-artificial 20 13 field field NN 01-hintze-artificial 20 14 of of IN 01-hintze-artificial 20 15 machine machine NN 01-hintze-artificial 20 16 learning learning NN 01-hintze-artificial 20 17 and and CC 01-hintze-artificial 20 18 artificial artificial JJ 01-hintze-artificial 20 19 intelligence intelligence NN 01-hintze-artificial 20 20 . . . 01-hintze-artificial 21 1 The the DT 01-hintze-artificial 21 2 automotive automotive JJ 01-hintze-artificial 21 3 industry industry NN 01-hintze-artificial 21 4 is be VBZ 01-hintze-artificial 21 5 on on IN 01-hintze-artificial 21 6 the the DT 01-hintze-artificial 21 7 cusp cusp NN 01-hintze-artificial 21 8 of of IN 01-hintze-artificial 21 9 fully fully RB 01-hintze-artificial 21 10 self- self- NNS 01-hintze-artificial 21 11 driving drive VBG 01-hintze-artificial 21 12 cars car NNS 01-hintze-artificial 21 13 . . . 01-hintze-artificial 22 1 Electronic electronic JJ 01-hintze-artificial 22 2 assistants assistant NNS 01-hintze-artificial 22 3 are be VBP 01-hintze-artificial 22 4 not not RB 01-hintze-artificial 22 5 only only RB 01-hintze-artificial 22 6 keeping keep VBG 01-hintze-artificial 22 7 track track NN 01-hintze-artificial 22 8 of of IN 01-hintze-artificial 22 9 our -PRON- PRP$ 01-hintze-artificial 22 10 dates date NNS 01-hintze-artificial 22 11 and and CC 01-hintze-artificial 22 12 responding respond VBG 01-hintze-artificial 22 13 to to IN 01-hintze-artificial 22 14 spo- spo- VB 01-hintze-artificial 22 15 ken ken NNP 01-hintze-artificial 22 16 language language NN 01-hintze-artificial 22 17 , , , 01-hintze-artificial 22 18 they -PRON- PRP 01-hintze-artificial 22 19 will will MD 01-hintze-artificial 22 20 also also RB 01-hintze-artificial 22 21 soon soon RB 01-hintze-artificial 22 22 start start VB 01-hintze-artificial 22 23 making make VBG 01-hintze-artificial 22 24 our -PRON- PRP$ 01-hintze-artificial 22 25 appointments appointment NNS 01-hintze-artificial 22 26 by by IN 01-hintze-artificial 22 27 speaking speak VBG 01-hintze-artificial 22 28 to to IN 01-hintze-artificial 22 29 other other JJ 01-hintze-artificial 22 30 humans human NNS 01-hintze-artificial 22 31 on on IN 01-hintze-artificial 22 32 our -PRON- PRP$ 01-hintze-artificial 22 33 behalf behalf NN 01-hintze-artificial 22 34 . . . 01-hintze-artificial 23 1 Databases database NNS 01-hintze-artificial 23 2 are be VBP 01-hintze-artificial 23 3 getting get VBG 01-hintze-artificial 23 4 new new JJ 01-hintze-artificial 23 5 voice voice NN 01-hintze-artificial 23 6 - - HYPH 01-hintze-artificial 23 7 controlled control VBN 01-hintze-artificial 23 8 intuitive intuitive JJ 01-hintze-artificial 23 9 interfaces interface NNS 01-hintze-artificial 23 10 , , , 01-hintze-artificial 23 11 changing change VBG 01-hintze-artificial 23 12 a a DT 01-hintze-artificial 23 13 typ- typ- NN 01-hintze-artificial 23 14 ical ical JJ 01-hintze-artificial 23 15 incomprehensible incomprehensible NN 01-hintze-artificial 23 16 “ " `` 01-hintze-artificial 23 17 a1G1*h a1G1*h NNP 01-hintze-artificial 23 18 � � NNP 01-hintze-artificial 23 19 o o XX 01-hintze-artificial 23 20 : : : 01-hintze-artificial 23 21 Ub Ub NNP 01-hintze-artificial 23 22 � � NNP 01-hintze-artificial 23 23 H H NNP 01-hintze-artificial 23 24 � � NN 01-hintze-artificial 23 25 `vV `vv NN 01-hintze-artificial 23 26 6_PJ 6_pj CD 01-hintze-artificial 23 27 2KTHQv22GBbi 2kthqv22gbbi CD 01-hintze-artificial 23 28 q>1_1 q>1_1 NNP 01-hintze-artificial 23 29 v2 v2 NN 01-hintze-artificial 23 30 � � NNP 01-hintze-artificial 23 31 `>B`2/ `>b`2/ CD 01-hintze-artificial 23 32 = = SYM 01-hintze-artificial 23 33 kyRkc kyrkc NN 01-hintze-artificial 23 34 ” " '' 01-hintze-artificial 23 35 to to IN 01-hintze-artificial 23 36 a a DT 01-hintze-artificial 23 37 spoken spoken JJ 01-hintze-artificial 23 38 “ " `` 01-hintze-artificial 23 39 Average average JJ 01-hintze-artificial 23 40 salary salary NN 01-hintze-artificial 23 41 of of IN 01-hintze-artificial 23 42 our -PRON- PRP$ 01-hintze-artificial 23 43 employees employee NNS 01-hintze-artificial 23 44 hired hire VBN 01-hintze-artificial 23 45 after after IN 01-hintze-artificial 23 46 2012 2012 CD 01-hintze-artificial 23 47 ? ? . 01-hintze-artificial 23 48 ” " '' 01-hintze-artificial 23 49 Another another DT 01-hintze-artificial 23 50 phenomenon phenomenon NN 01-hintze-artificial 23 51 is be VBZ 01-hintze-artificial 23 52 the the DT 01-hintze-artificial 23 53 trend trend NN 01-hintze-artificial 23 54 in in IN 01-hintze-artificial 23 55 many many JJ 01-hintze-artificial 23 56 disciplines discipline NNS 01-hintze-artificial 23 57 to to TO 01-hintze-artificial 23 58 go go VB 01-hintze-artificial 23 59 from from IN 01-hintze-artificial 23 60 “ " `` 01-hintze-artificial 23 61 qualitative qualitative JJ 01-hintze-artificial 23 62 ” " '' 01-hintze-artificial 23 63 to to TO 01-hintze-artificial 23 64 “ " `` 01-hintze-artificial 23 65 quanti- quanti- VB 01-hintze-artificial 23 66 tative tative NN 01-hintze-artificial 23 67 ” " '' 01-hintze-artificial 23 68 research research NN 01-hintze-artificial 23 69 , , , 01-hintze-artificial 23 70 or or CC 01-hintze-artificial 23 71 to to TO 01-hintze-artificial 23 72 think think VB 01-hintze-artificial 23 73 about about IN 01-hintze-artificial 23 74 the the DT 01-hintze-artificial 23 75 “ " `` 01-hintze-artificial 23 76 system system NN 01-hintze-artificial 23 77 ” " '' 01-hintze-artificial 23 78 rather rather RB 01-hintze-artificial 23 79 than than IN 01-hintze-artificial 23 80 the the DT 01-hintze-artificial 23 81 “ " `` 01-hintze-artificial 23 82 components component NNS 01-hintze-artificial 23 83 . . . 01-hintze-artificial 23 84 ” " '' 01-hintze-artificial 23 85 The the DT 01-hintze-artificial 23 86 field field NN 01-hintze-artificial 23 87 that that WDT 01-hintze-artificial 23 88 probably probably RB 01-hintze-artificial 23 89 experienced experience VBD 01-hintze-artificial 23 90 this this DT 01-hintze-artificial 23 91 trend trend NN 01-hintze-artificial 23 92 first first RB 01-hintze-artificial 23 93 was be VBD 01-hintze-artificial 23 94 biology biology NN 01-hintze-artificial 23 95 . . . 01-hintze-artificial 24 1 While while IN 01-hintze-artificial 24 2 obviously obviously RB 01-hintze-artificial 24 3 descriptive descriptive JJ 01-hintze-artificial 24 4 about about IN 01-hintze-artificial 24 5 species specie NNS 01-hintze-artificial 24 6 of of IN 01-hintze-artificial 24 7 organisms organism NNS 01-hintze-artificial 24 8 , , , 01-hintze-artificial 24 9 biologists biologist NNS 01-hintze-artificial 24 10 also also RB 01-hintze-artificial 24 11 always always RB 01-hintze-artificial 24 12 wanted want VBD 01-hintze-artificial 24 13 to to TO 01-hintze-artificial 24 14 understand understand VB 01-hintze-artificial 24 15 the the DT 01-hintze-artificial 24 16 mechanisms mechanism NNS 01-hintze-artificial 24 17 that that WDT 01-hintze-artificial 24 18 drive drive VBP 01-hintze-artificial 24 19 life life NN 01-hintze-artificial 24 20 on on IN 01-hintze-artificial 24 21 earth earth NN 01-hintze-artificial 24 22 spanning span VBG 01-hintze-artificial 24 23 micro micro NNP 01-hintze-artificial 24 24 to to IN 01-hintze-artificial 24 25 macro macro JJ 01-hintze-artificial 24 26 scales scale NNS 01-hintze-artificial 24 27 . . . 01-hintze-artificial 25 1 Consequently consequently RB 01-hintze-artificial 25 2 , , , 01-hintze-artificial 25 3 a a DT 01-hintze-artificial 25 4 lot lot NN 01-hintze-artificial 25 5 is be VBZ 01-hintze-artificial 25 6 known know VBN 01-hintze-artificial 25 7 about about IN 01-hintze-artificial 25 8 the the DT 01-hintze-artificial 25 9 individual individual JJ 01-hintze-artificial 25 10 chemical chemical NN 01-hintze-artificial 25 11 components component NNS 01-hintze-artificial 25 12 that that WDT 01-hintze-artificial 25 13 constitute constitute VBP 01-hintze-artificial 25 14 our -PRON- PRP$ 01-hintze-artificial 25 15 metabolism metabolism NN 01-hintze-artificial 25 16 , , , 01-hintze-artificial 25 17 the the DT 01-hintze-artificial 25 18 components component NNS 01-hintze-artificial 25 19 that that WDT 01-hintze-artificial 25 20 drive drive VBP 01-hintze-artificial 25 21 cell cell NN 01-hintze-artificial 25 22 division division NN 01-hintze-artificial 25 23 and and CC 01-hintze-artificial 25 24 DNA dna NN 01-hintze-artificial 25 25 replication replication NN 01-hintze-artificial 25 26 , , , 01-hintze-artificial 25 27 and and CC 01-hintze-artificial 25 28 which which WDT 01-hintze-artificial 25 29 genes gene NNS 01-hintze-artificial 25 30 are be VBP 01-hintze-artificial 25 31 involved involve VBN 01-hintze-artificial 25 32 in in IN 01-hintze-artificial 25 33 , , , 01-hintze-artificial 25 34 for for IN 01-hintze-artificial 25 35 example example NN 01-hintze-artificial 25 36 , , , 01-hintze-artificial 25 37 developmental developmental JJ 01-hintze-artificial 25 38 processes process NNS 01-hintze-artificial 25 39 . . . 01-hintze-artificial 26 1 However however RB 01-hintze-artificial 26 2 , , , 01-hintze-artificial 26 3 in in IN 01-hintze-artificial 26 4 many many JJ 01-hintze-artificial 26 5 cases case NNS 01-hintze-artificial 26 6 , , , 01-hintze-artificial 26 7 our -PRON- PRP$ 01-hintze-artificial 26 8 scientific scientific JJ 01-hintze-artificial 26 9 knowledge knowledge NN 01-hintze-artificial 26 10 only only RB 01-hintze-artificial 26 11 covers cover VBZ 01-hintze-artificial 26 12 single single JJ 01-hintze-artificial 26 13 functions function NNS 01-hintze-artificial 26 14 of of IN 01-hintze-artificial 26 15 single single JJ 01-hintze-artificial 26 16 components component NNS 01-hintze-artificial 26 17 . . . 01-hintze-artificial 27 1 In in IN 01-hintze-artificial 27 2 the the DT 01-hintze-artificial 27 3 context context NN 01-hintze-artificial 27 4 of of IN 01-hintze-artificial 27 5 the the DT 01-hintze-artificial 27 6 cell cell NN 01-hintze-artificial 27 7 , , , 01-hintze-artificial 27 8 the the DT 01-hintze-artificial 27 9 state state NN 01-hintze-artificial 27 10 of of IN 01-hintze-artificial 27 11 the the DT 01-hintze-artificial 27 12 organism organism NN 01-hintze-artificial 27 13 and and CC 01-hintze-artificial 27 14 how how WRB 01-hintze-artificial 27 15 other other JJ 01-hintze-artificial 27 16 components component NNS 01-hintze-artificial 27 17 interact interact VBP 01-hintze-artificial 27 18 matters matter VBZ 01-hintze-artificial 27 19 a a DT 01-hintze-artificial 27 20 lot lot NN 01-hintze-artificial 27 21 . . . 01-hintze-artificial 28 1 Cancer cancer NN 01-hintze-artificial 28 2 , , , 01-hintze-artificial 28 3 for for IN 01-hintze-artificial 28 4 example example NN 01-hintze-artificial 28 5 , , , 01-hintze-artificial 28 6 can can MD 01-hintze-artificial 28 7 not not RB 01-hintze-artificial 28 8 be be VB 01-hintze-artificial 28 9 explained explain VBN 01-hintze-artificial 28 10 by by IN 01-hintze-artificial 28 11 a a DT 01-hintze-artificial 28 12 single single JJ 01-hintze-artificial 28 13 mutation mutation NN 01-hintze-artificial 28 14 on on IN 01-hintze-artificial 28 15 a a DT 01-hintze-artificial 28 16 single single JJ 01-hintze-artificial 28 17 gene gene NN 01-hintze-artificial 28 18 but but CC 01-hintze-artificial 28 19 involves involve VBZ 01-hintze-artificial 28 20 many many JJ 01-hintze-artificial 28 21 complex complex JJ 01-hintze-artificial 28 22 interactions interaction NNS 01-hintze-artificial 28 23 ( ( -LRB- 01-hintze-artificial 28 24 Hanahan Hanahan NNP 01-hintze-artificial 28 25 and and CC 01-hintze-artificial 28 26 Weinberg Weinberg NNP 01-hintze-artificial 28 27 2011 2011 CD 01-hintze-artificial 28 28 ) ) -RRB- 01-hintze-artificial 28 29 . . . 01-hintze-artificial 29 1 Ecosystems ecosystem NNS 01-hintze-artificial 29 2 do do VBP 01-hintze-artificial 29 3 n’t not RB 01-hintze-artificial 29 4 collapse collapse VB 01-hintze-artificial 29 5 because because IN 01-hintze-artificial 29 6 a a DT 01-hintze-artificial 29 7 single single JJ 01-hintze-artificial 29 8 insect insect NN 01-hintze-artificial 29 9 dies die VBZ 01-hintze-artificial 29 10 , , , 01-hintze-artificial 29 11 but but CC 01-hintze-artificial 29 12 because because IN 01-hintze-artificial 29 13 indirect indirect JJ 01-hintze-artificial 29 14 changes change NNS 01-hintze-artificial 29 15 in in IN 01-hintze-artificial 29 16 the the DT 01-hintze-artificial 29 17 food food NN 01-hintze-artificial 29 18 chain chain NN 01-hintze-artificial 29 19 interact interact VB 01-hintze-artificial 29 20 in in IN 01-hintze-artificial 29 21 complex complex JJ 01-hintze-artificial 29 22 ways way NNS 01-hintze-artificial 29 23 ( ( -LRB- 01-hintze-artificial 29 24 for for IN 01-hintze-artificial 29 25 a a DT 01-hintze-artificial 29 26 review review NN 01-hintze-artificial 29 27 of of IN 01-hintze-artificial 29 28 the the DT 01-hintze-artificial 29 29 different different JJ 01-hintze-artificial 29 30 theories theory NNS 01-hintze-artificial 29 31 , , , 01-hintze-artificial 29 32 see see VB 01-hintze-artificial 29 33 Tilman Tilman NNP 01-hintze-artificial 29 34 1996 1996 CD 01-hintze-artificial 29 35 ) ) -RRB- 01-hintze-artificial 29 36 . . . 01-hintze-artificial 30 1 As as IN 01-hintze-artificial 30 2 a a DT 01-hintze-artificial 30 3 result result NN 01-hintze-artificial 30 4 , , , 01-hintze-artificial 30 5 systems system NNS 01-hintze-artificial 30 6 biology biology NN 01-hintze-artificial 30 7 emerged emerge VBD 01-hintze-artificial 30 8 . . . 01-hintze-artificial 31 1 Systems system NNS 01-hintze-artificial 31 2 biolo- biolo- NN 01-hintze-artificial 31 3 gists gist NNS 01-hintze-artificial 31 4 use use VBP 01-hintze-artificial 31 5 large large JJ 01-hintze-artificial 31 6 data data NN 01-hintze-artificial 31 7 sets set NNS 01-hintze-artificial 31 8 and and CC 01-hintze-artificial 31 9 are be VBP 01-hintze-artificial 31 10 often often RB 01-hintze-artificial 31 11 dependent dependent JJ 01-hintze-artificial 31 12 on on IN 01-hintze-artificial 31 13 computer computer NN 01-hintze-artificial 31 14 models model NNS 01-hintze-artificial 31 15 to to TO 01-hintze-artificial 31 16 understand understand VB 01-hintze-artificial 31 17 phenomena phenomenon NNS 01-hintze-artificial 31 18 on on IN 01-hintze-artificial 31 19 the the DT 01-hintze-artificial 31 20 systems system NNS 01-hintze-artificial 31 21 level level NN 01-hintze-artificial 31 22 . . . 01-hintze-artificial 32 1 The the DT 01-hintze-artificial 32 2 field field NN 01-hintze-artificial 32 3 of of IN 01-hintze-artificial 32 4 Bioinformatics Bioinformatics NNP 01-hintze-artificial 32 5 is be VBZ 01-hintze-artificial 32 6 one one CD 01-hintze-artificial 32 7 such such JJ 01-hintze-artificial 32 8 example example NN 01-hintze-artificial 32 9 of of IN 01-hintze-artificial 32 10 an an DT 01-hintze-artificial 32 11 entire entire JJ 01-hintze-artificial 32 12 field field NN 01-hintze-artificial 32 13 that that WDT 01-hintze-artificial 32 14 emerged emerge VBD 01-hintze-artificial 32 15 as as IN 01-hintze-artificial 32 16 a a DT 01-hintze-artificial 32 17 result result NN 01-hintze-artificial 32 18 of of IN 01-hintze-artificial 32 19 using use VBG 01-hintze-artificial 32 20 computers computer NNS 01-hintze-artificial 32 21 to to TO 01-hintze-artificial 32 22 study study VB 01-hintze-artificial 32 23 entire entire JJ 01-hintze-artificial 32 24 systems system NNS 01-hintze-artificial 32 25 that that WDT 01-hintze-artificial 32 26 were be VBD 01-hintze-artificial 32 27 otherwise otherwise RB 01-hintze-artificial 32 28 humanly humanly RB 01-hintze-artificial 32 29 intractable intractable JJ 01-hintze-artificial 32 30 . . . 01-hintze-artificial 33 1 The the DT 01-hintze-artificial 33 2 human human JJ 01-hintze-artificial 33 3 genome genome JJ 01-hintze-artificial 33 4 project project NN 01-hintze-artificial 33 5 to to TO 01-hintze-artificial 33 6 sequence sequence VB 01-hintze-artificial 33 7 the the DT 01-hintze-artificial 33 8 complete complete JJ 01-hintze-artificial 33 9 human human NN 01-hintze-artificial 33 10 genome genome NN 01-hintze-artificial 33 11 finished finish VBN 01-hintze-artificial 33 12 in in IN 01-hintze-artificial 33 13 2003 2003 CD 01-hintze-artificial 33 14 , , , 01-hintze-artificial 33 15 a a DT 01-hintze-artificial 33 16 time time NN 01-hintze-artificial 33 17 when when WRB 01-hintze-artificial 33 18 our -PRON- PRP$ 01-hintze-artificial 33 19 con- con- NNP 01-hintze-artificial 33 20 sumer sumer NNP 01-hintze-artificial 33 21 data data NNP 01-hintze-artificial 33 22 storage storage NN 01-hintze-artificial 33 23 was be VBD 01-hintze-artificial 33 24 limited limit VBN 01-hintze-artificial 33 25 by by IN 01-hintze-artificial 33 26 the the DT 01-hintze-artificial 33 27 amount amount NN 01-hintze-artificial 33 28 of of IN 01-hintze-artificial 33 29 data datum NNS 01-hintze-artificial 33 30 that that WDT 01-hintze-artificial 33 31 fit fit VBP 01-hintze-artificial 33 32 on on IN 01-hintze-artificial 33 33 a a DT 01-hintze-artificial 33 34 DVD dvd NN 01-hintze-artificial 33 35 ( ( -LRB- 01-hintze-artificial 33 36 4.9 4.9 CD 01-hintze-artificial 33 37 GB GB NNP 01-hintze-artificial 33 38 ) ) -RRB- 01-hintze-artificial 33 39 . . . 01-hintze-artificial 34 1 While while IN 01-hintze-artificial 34 2 the the DT 01-hintze-artificial 34 3 hu- hu- JJ 01-hintze-artificial 34 4 man man NN 01-hintze-artificial 34 5 genome genome JJ 01-hintze-artificial 34 6 fits fit VBZ 01-hintze-artificial 34 7 on on IN 01-hintze-artificial 34 8 a a DT 01-hintze-artificial 34 9 DVD dvd NN 01-hintze-artificial 34 10 , , , 01-hintze-artificial 34 11 the the DT 01-hintze-artificial 34 12 data datum NNS 01-hintze-artificial 34 13 that that WDT 01-hintze-artificial 34 14 came come VBD 01-hintze-artificial 34 15 from from IN 01-hintze-artificial 34 16 the the DT 01-hintze-artificial 34 17 sequencing sequencing NN 01-hintze-artificial 34 18 machines machine NNS 01-hintze-artificial 34 19 was be VBD 01-hintze-artificial 34 20 much much RB 01-hintze-artificial 34 21 larger large JJR 01-hintze-artificial 34 22 . . . 01-hintze-artificial 35 1 Short short JJ 01-hintze-artificial 35 2 repetitive repetitive JJ 01-hintze-artificial 35 3 sequences sequence NNS 01-hintze-artificial 35 4 first first RB 01-hintze-artificial 35 5 needed need VBD 01-hintze-artificial 35 6 assembly assembly NN 01-hintze-artificial 35 7 , , , 01-hintze-artificial 35 8 which which WDT 01-hintze-artificial 35 9 at at IN 01-hintze-artificial 35 10 that that DT 01-hintze-artificial 35 11 time time NN 01-hintze-artificial 35 12 was be VBD 01-hintze-artificial 35 13 a a DT 01-hintze-artificial 35 14 high high JJ 01-hintze-artificial 35 15 - - HYPH 01-hintze-artificial 35 16 performance performance NN 01-hintze-artificial 35 17 com- com- NN 01-hintze-artificial 35 18 puting puting NN 01-hintze-artificial 35 19 task task NN 01-hintze-artificial 35 20 . . . 01-hintze-artificial 36 1 Other other JJ 01-hintze-artificial 36 2 fields field NNS 01-hintze-artificial 36 3 have have VBP 01-hintze-artificial 36 4 since since IN 01-hintze-artificial 36 5 undergone undergo VBN 01-hintze-artificial 36 6 their -PRON- PRP$ 01-hintze-artificial 36 7 own own JJ 01-hintze-artificial 36 8 computational computational JJ 01-hintze-artificial 36 9 revolutions revolution NNS 01-hintze-artificial 36 10 , , , 01-hintze-artificial 36 11 and and CC 01-hintze-artificial 36 12 now now RB 01-hintze-artificial 36 13 the the DT 01-hintze-artificial 36 14 hu- hu- NN 01-hintze-artificial 36 15 manities manitie NNS 01-hintze-artificial 36 16 begin begin VBP 01-hintze-artificial 36 17 their -PRON- PRP$ 01-hintze-artificial 36 18 computational computational JJ 01-hintze-artificial 36 19 revolution revolution NN 01-hintze-artificial 36 20 . . . 01-hintze-artificial 37 1 Computers computer NNS 01-hintze-artificial 37 2 have have VBP 01-hintze-artificial 37 3 been be VBN 01-hintze-artificial 37 4 a a DT 01-hintze-artificial 37 5 part part NN 01-hintze-artificial 37 6 of of IN 01-hintze-artificial 37 7 core core NN 01-hintze-artificial 37 8 library library NN 01-hintze-artificial 37 9 in- in- JJ 01-hintze-artificial 37 10 frastructure frastructure NN 01-hintze-artificial 37 11 and and CC 01-hintze-artificial 37 12 experience experience NN 01-hintze-artificial 37 13 for for IN 01-hintze-artificial 37 14 some some DT 01-hintze-artificial 37 15 time time NN 01-hintze-artificial 37 16 now now RB 01-hintze-artificial 37 17 , , , 01-hintze-artificial 37 18 by by IN 01-hintze-artificial 37 19 cataloging catalog VBG 01-hintze-artificial 37 20 entries entry NNS 01-hintze-artificial 37 21 in in IN 01-hintze-artificial 37 22 a a DT 01-hintze-artificial 37 23 database database NN 01-hintze-artificial 37 24 and and CC 01-hintze-artificial 37 25 allowing allow VBG 01-hintze-artificial 37 26 intuitive intuitive JJ 01-hintze-artificial 37 27 user user NN 01-hintze-artificial 37 28 exploration exploration NN 01-hintze-artificial 37 29 of of IN 01-hintze-artificial 37 30 that that DT 01-hintze-artificial 37 31 database database NN 01-hintze-artificial 37 32 . . . 01-hintze-artificial 38 1 However however RB 01-hintze-artificial 38 2 , , , 01-hintze-artificial 38 3 the the DT 01-hintze-artificial 38 4 digital digital JJ 01-hintze-artificial 38 5 humanities humanity NNS 01-hintze-artificial 38 6 go go VBP 01-hintze-artificial 38 7 beyond beyond IN 01-hintze-artificial 38 8 this this DT 01-hintze-artificial 38 9 ( ( -LRB- 01-hintze-artificial 38 10 Fitz- Fitz- NNP 01-hintze-artificial 38 11 Hintze Hintze NNP 01-hintze-artificial 38 12 and and CC 01-hintze-artificial 38 13 Schossau Schossau NNP 01-hintze-artificial 38 14 5 5 CD 01-hintze-artificial 38 15 patrick patrick NNP 01-hintze-artificial 38 16 2012 2012 CD 01-hintze-artificial 38 17 ) ) -RRB- 01-hintze-artificial 38 18 . . . 01-hintze-artificial 39 1 The the DT 01-hintze-artificial 39 2 ability ability NN 01-hintze-artificial 39 3 to to TO 01-hintze-artificial 39 4 analyze analyze VB 01-hintze-artificial 39 5 ( ( -LRB- 01-hintze-artificial 39 6 crawl crawl NN 01-hintze-artificial 39 7 ) ) -RRB- 01-hintze-artificial 39 8 extremely extremely RB 01-hintze-artificial 39 9 large large JJ 01-hintze-artificial 39 10 corpora corpora NN 01-hintze-artificial 39 11 of of IN 01-hintze-artificial 39 12 different different JJ 01-hintze-artificial 39 13 sources source NNS 01-hintze-artificial 39 14 , , , 01-hintze-artificial 39 15 monitor monitor VBP 01-hintze-artificial 39 16 the the DT 01-hintze-artificial 39 17 internet internet NN 01-hintze-artificial 39 18 using use VBG 01-hintze-artificial 39 19 the the DT 01-hintze-artificial 39 20 Internet internet NN 01-hintze-artificial 39 21 of of IN 01-hintze-artificial 39 22 Things thing NNS 01-hintze-artificial 39 23 as as IN 01-hintze-artificial 39 24 large large JJ 01-hintze-artificial 39 25 sensor sensor NN 01-hintze-artificial 39 26 arrays array NNS 01-hintze-artificial 39 27 , , , 01-hintze-artificial 39 28 and and CC 01-hintze-artificial 39 29 detect detect VB 01-hintze-artificial 39 30 patterns pattern NNS 01-hintze-artificial 39 31 by by IN 01-hintze-artificial 39 32 using use VBG 01-hintze-artificial 39 33 so- so- NNP 01-hintze-artificial 39 34 phisticated phisticate VBN 01-hintze-artificial 39 35 algorithms algorithm NNS 01-hintze-artificial 39 36 can can MD 01-hintze-artificial 39 37 each each DT 01-hintze-artificial 39 38 produce produce VB 01-hintze-artificial 39 39 a a DT 01-hintze-artificial 39 40 treasure treasure NN 01-hintze-artificial 39 41 trove trove NN 01-hintze-artificial 39 42 of of IN 01-hintze-artificial 39 43 quantitative quantitative JJ 01-hintze-artificial 39 44 data datum NNS 01-hintze-artificial 39 45 . . . 01-hintze-artificial 40 1 Until until IN 01-hintze-artificial 40 2 this this DT 01-hintze-artificial 40 3 point point NN 01-hintze-artificial 40 4 these these DT 01-hintze-artificial 40 5 tasks task NNS 01-hintze-artificial 40 6 could could MD 01-hintze-artificial 40 7 only only RB 01-hintze-artificial 40 8 be be VB 01-hintze-artificial 40 9 described describe VBN 01-hintze-artificial 40 10 or or CC 01-hintze-artificial 40 11 analyzed analyze VBN 01-hintze-artificial 40 12 qualitatively qualitatively RB 01-hintze-artificial 40 13 . . . 01-hintze-artificial 41 1 Additionally additionally RB 01-hintze-artificial 41 2 , , , 01-hintze-artificial 41 3 artificial artificial JJ 01-hintze-artificial 41 4 intelligence intelligence NN 01-hintze-artificial 41 5 promises promise NNS 01-hintze-artificial 41 6 models model NNS 01-hintze-artificial 41 7 of of IN 01-hintze-artificial 41 8 the the DT 01-hintze-artificial 41 9 human human JJ 01-hintze-artificial 41 10 mind mind NN 01-hintze-artificial 41 11 ( ( -LRB- 01-hintze-artificial 41 12 Yampolskiy Yampolskiy NNP 01-hintze-artificial 41 13 and and CC 01-hintze-artificial 41 14 Fox Fox NNP 01-hintze-artificial 41 15 2012 2012 CD 01-hintze-artificial 41 16 ) ) -RRB- 01-hintze-artificial 41 17 . . . 01-hintze-artificial 42 1 Machine machine NN 01-hintze-artificial 42 2 learning learning NN 01-hintze-artificial 42 3 allows allow VBZ 01-hintze-artificial 42 4 us -PRON- PRP 01-hintze-artificial 42 5 to to TO 01-hintze-artificial 42 6 learn learn VB 01-hintze-artificial 42 7 from from IN 01-hintze-artificial 42 8 these these DT 01-hintze-artificial 42 9 data datum NNS 01-hintze-artificial 42 10 sets set NNS 01-hintze-artificial 42 11 in in IN 01-hintze-artificial 42 12 ways way NNS 01-hintze-artificial 42 13 that that WDT 01-hintze-artificial 42 14 exceed exceed VBP 01-hintze-artificial 42 15 human human JJ 01-hintze-artificial 42 16 capa- capa- JJ 01-hintze-artificial 42 17 bilities bilitie NNS 01-hintze-artificial 42 18 , , , 01-hintze-artificial 42 19 while while IN 01-hintze-artificial 42 20 an an DT 01-hintze-artificial 42 21 artificial artificial JJ 01-hintze-artificial 42 22 brain brain NN 01-hintze-artificial 42 23 will will MD 01-hintze-artificial 42 24 eventually eventually RB 01-hintze-artificial 42 25 allow allow VB 01-hintze-artificial 42 26 us -PRON- PRP 01-hintze-artificial 42 27 to to TO 01-hintze-artificial 42 28 objectively objectively RB 01-hintze-artificial 42 29 describe describe VB 01-hintze-artificial 42 30 a a DT 01-hintze-artificial 42 31 subjective subjective JJ 01-hintze-artificial 42 32 experi- experi- JJ 01-hintze-artificial 42 33 ence ence NN 01-hintze-artificial 42 34 ( ( -LRB- 01-hintze-artificial 42 35 through through IN 01-hintze-artificial 42 36 quantifying quantify VBG 01-hintze-artificial 42 37 neural neural JJ 01-hintze-artificial 42 38 activations activation NNS 01-hintze-artificial 42 39 or or CC 01-hintze-artificial 42 40 positively positively RB 01-hintze-artificial 42 41 and and CC 01-hintze-artificial 42 42 negatively negatively RB 01-hintze-artificial 42 43 associated associate VBN 01-hintze-artificial 42 44 memories memory NNS 01-hintze-artificial 42 45 ) ) -RRB- 01-hintze-artificial 42 46 . . . 01-hintze-artificial 43 1 This this DT 01-hintze-artificial 43 2 would would MD 01-hintze-artificial 43 3 ultimately ultimately RB 01-hintze-artificial 43 4 close close VB 01-hintze-artificial 43 5 the the DT 01-hintze-artificial 43 6 gap gap NN 01-hintze-artificial 43 7 between between IN 01-hintze-artificial 43 8 quantitative quantitative JJ 01-hintze-artificial 43 9 and and CC 01-hintze-artificial 43 10 qualitative qualitative JJ 01-hintze-artificial 43 11 approaches approach NNS 01-hintze-artificial 43 12 by by IN 01-hintze-artificial 43 13 allowing allow VBG 01-hintze-artificial 43 14 an an DT 01-hintze-artificial 43 15 inspection inspection NN 01-hintze-artificial 43 16 of of IN 01-hintze-artificial 43 17 experience experience NN 01-hintze-artificial 43 18 . . . 01-hintze-artificial 44 1 However however RB 01-hintze-artificial 44 2 , , , 01-hintze-artificial 44 3 this this DT 01-hintze-artificial 44 4 bridging bridging NN 01-hintze-artificial 44 5 between between IN 01-hintze-artificial 44 6 quantitative quantitative JJ 01-hintze-artificial 44 7 and and CC 01-hintze-artificial 44 8 qualitative qualitative JJ 01-hintze-artificial 44 9 methods method NNS 01-hintze-artificial 44 10 causes cause VBZ 01-hintze-artificial 44 11 a a DT 01-hintze-artificial 44 12 possible possible JJ 01-hintze-artificial 44 13 ten- ten- NN 01-hintze-artificial 44 14 sion sion NN 01-hintze-artificial 44 15 for for IN 01-hintze-artificial 44 16 the the DT 01-hintze-artificial 44 17 humanities humanity NNS 01-hintze-artificial 44 18 , , , 01-hintze-artificial 44 19 which which WDT 01-hintze-artificial 44 20 historically historically RB 01-hintze-artificial 44 21 defines define VBZ 01-hintze-artificial 44 22 itself -PRON- PRP 01-hintze-artificial 44 23 by by IN 01-hintze-artificial 44 24 qualitative qualitative JJ 01-hintze-artificial 44 25 methodologies methodology NNS 01-hintze-artificial 44 26 . . . 01-hintze-artificial 45 1 When when WRB 01-hintze-artificial 45 2 qualitative qualitative JJ 01-hintze-artificial 45 3 experiences experience NNS 01-hintze-artificial 45 4 or or CC 01-hintze-artificial 45 5 responses response NNS 01-hintze-artificial 45 6 can can MD 01-hintze-artificial 45 7 be be VB 01-hintze-artificial 45 8 finely finely RB 01-hintze-artificial 45 9 quantified quantify VBN 01-hintze-artificial 45 10 , , , 01-hintze-artificial 45 11 such such JJ 01-hintze-artificial 45 12 as as IN 01-hintze-artificial 45 13 sadness sadness NN 01-hintze-artificial 45 14 caused cause VBN 01-hintze-artificial 45 15 by by IN 01-hintze-artificial 45 16 reading read VBG 01-hintze-artificial 45 17 a a DT 01-hintze-artificial 45 18 particular particular JJ 01-hintze-artificial 45 19 passage passage NN 01-hintze-artificial 45 20 , , , 01-hintze-artificial 45 21 or or CC 01-hintze-artificial 45 22 the the DT 01-hintze-artificial 45 23 curiosity curiosity NN 01-hintze-artificial 45 24 caused cause VBN 01-hintze-artificial 45 25 by by IN 01-hintze-artificial 45 26 viewing view VBG 01-hintze-artificial 45 27 certain certain JJ 01-hintze-artificial 45 28 works work NNS 01-hintze-artificial 45 29 of of IN 01-hintze-artificial 45 30 art art NN 01-hintze-artificial 45 31 , , , 01-hintze-artificial 45 32 then then RB 01-hintze-artificial 45 33 the the DT 01-hintze-artificial 45 34 field field NN 01-hintze-artificial 45 35 will will MD 01-hintze-artificial 45 36 undergo undergo VB 01-hintze-artificial 45 37 a a DT 01-hintze-artificial 45 38 revolution revolution NN 01-hintze-artificial 45 39 . . . 01-hintze-artificial 46 1 When when WRB 01-hintze-artificial 46 2 this this DT 01-hintze-artificial 46 3 happens happen VBZ 01-hintze-artificial 46 4 , , , 01-hintze-artificial 46 5 we -PRON- PRP 01-hintze-artificial 46 6 will will MD 01-hintze-artificial 46 7 be be VB 01-hintze-artificial 46 8 able able JJ 01-hintze-artificial 46 9 to to TO 01-hintze-artificial 46 10 quantify quantify VB 01-hintze-artificial 46 11 and and CC 01-hintze-artificial 46 12 discuss discuss VB 01-hintze-artificial 46 13 how how WRB 01-hintze-artificial 46 14 sadness sadness NN 01-hintze-artificial 46 15 was be VBD 01-hintze-artificial 46 16 learned learn VBN 01-hintze-artificial 46 17 by by IN 01-hintze-artificial 46 18 reading read VBG 01-hintze-artificial 46 19 , , , 01-hintze-artificial 46 20 or or CC 01-hintze-artificial 46 21 how how WRB 01-hintze-artificial 46 22 much much JJ 01-hintze-artificial 46 23 surprise surprise NN 01-hintze-artificial 46 24 was be VBD 01-hintze-artificial 46 25 generated generate VBN 01-hintze-artificial 46 26 by by IN 01-hintze-artificial 46 27 viewing view VBG 01-hintze-artificial 46 28 an an DT 01-hintze-artificial 46 29 artwork artwork NN 01-hintze-artificial 46 30 . . . 01-hintze-artificial 47 1 This this DT 01-hintze-artificial 47 2 is be VBZ 01-hintze-artificial 47 3 exactly exactly RB 01-hintze-artificial 47 4 the the DT 01-hintze-artificial 47 5 point point NN 01-hintze-artificial 47 6 where where WRB 01-hintze-artificial 47 7 the the DT 01-hintze-artificial 47 8 metaphors metaphor NNS 01-hintze-artificial 47 9 break break VBP 01-hintze-artificial 47 10 down down RP 01-hintze-artificial 47 11 . . . 01-hintze-artificial 48 1 Current current JJ 01-hintze-artificial 48 2 computational computational JJ 01-hintze-artificial 48 3 models model NNS 01-hintze-artificial 48 4 of of IN 01-hintze-artificial 48 5 the the DT 01-hintze-artificial 48 6 mind mind NN 01-hintze-artificial 48 7 are be VBP 01-hintze-artificial 48 8 not not RB 01-hintze-artificial 48 9 sophisticated sophisticated JJ 01-hintze-artificial 48 10 enough enough RB 01-hintze-artificial 48 11 to to TO 01-hintze-artificial 48 12 allow allow VB 01-hintze-artificial 48 13 these these DT 01-hintze-artificial 48 14 kinds kind NNS 01-hintze-artificial 48 15 of of IN 01-hintze-artificial 48 16 inferences inference NNS 01-hintze-artificial 48 17 . . . 01-hintze-artificial 49 1 Machine machine NN 01-hintze-artificial 49 2 learning learning NN 01-hintze-artificial 49 3 algorithms algorithm NNS 01-hintze-artificial 49 4 work work VBP 01-hintze-artificial 49 5 well well RB 01-hintze-artificial 49 6 for for IN 01-hintze-artificial 49 7 what what WP 01-hintze-artificial 49 8 they -PRON- PRP 01-hintze-artificial 49 9 do do VBP 01-hintze-artificial 49 10 but but CC 01-hintze-artificial 49 11 have have VB 01-hintze-artificial 49 12 nothing nothing NN 01-hintze-artificial 49 13 to to TO 01-hintze-artificial 49 14 do do VB 01-hintze-artificial 49 15 with with IN 01-hintze-artificial 49 16 what what WP 01-hintze-artificial 49 17 a a DT 01-hintze-artificial 49 18 person person NN 01-hintze-artificial 49 19 would would MD 01-hintze-artificial 49 20 call call VB 01-hintze-artificial 49 21 learning learn VBG 01-hintze-artificial 49 22 . . . 01-hintze-artificial 50 1 Artificial artificial JJ 01-hintze-artificial 50 2 intelligence intelligence NN 01-hintze-artificial 50 3 is be VBZ 01-hintze-artificial 50 4 a a DT 01-hintze-artificial 50 5 broad broad JJ 01-hintze-artificial 50 6 encompassing encompassing JJ 01-hintze-artificial 50 7 field field NN 01-hintze-artificial 50 8 . . . 01-hintze-artificial 51 1 It -PRON- PRP 01-hintze-artificial 51 2 includes include VBZ 01-hintze-artificial 51 3 methods method NNS 01-hintze-artificial 51 4 that that WDT 01-hintze-artificial 51 5 might may MD 01-hintze-artificial 51 6 have have VB 01-hintze-artificial 51 7 appeared appear VBN 01-hintze-artificial 51 8 to to TO 01-hintze-artificial 51 9 be be VB 01-hintze-artificial 51 10 magic magic JJ 01-hintze-artificial 51 11 only only RB 01-hintze-artificial 51 12 a a DT 01-hintze-artificial 51 13 couple couple NN 01-hintze-artificial 51 14 of of IN 01-hintze-artificial 51 15 years year NNS 01-hintze-artificial 51 16 ago ago RB 01-hintze-artificial 51 17 ( ( -LRB- 01-hintze-artificial 51 18 such such JJ 01-hintze-artificial 51 19 as as IN 01-hintze-artificial 51 20 generative generative JJ 01-hintze-artificial 51 21 adversarial adversarial JJ 01-hintze-artificial 51 22 networks network NNS 01-hintze-artificial 51 23 ) ) -RRB- 01-hintze-artificial 51 24 . . . 01-hintze-artificial 52 1 Algorithmic algorithmic JJ 01-hintze-artificial 52 2 finesse finesse NN 01-hintze-artificial 52 3 resulting result VBG 01-hintze-artificial 52 4 from from IN 01-hintze-artificial 52 5 these these DT 01-hintze-artificial 52 6 advances advance NNS 01-hintze-artificial 52 7 is be VBZ 01-hintze-artificial 52 8 capable capable JJ 01-hintze-artificial 52 9 of of IN 01-hintze-artificial 52 10 beating beat VBG 01-hintze-artificial 52 11 humans human NNS 01-hintze-artificial 52 12 in in IN 01-hintze-artificial 52 13 chess chess NNP 01-hintze-artificial 52 14 ( ( -LRB- 01-hintze-artificial 52 15 Camp- Camp- NNP 01-hintze-artificial 52 16 bell bell NNP 01-hintze-artificial 52 17 , , , 01-hintze-artificial 52 18 Hoane Hoane NNP 01-hintze-artificial 52 19 Jr Jr NNP 01-hintze-artificial 52 20 , , , 01-hintze-artificial 52 21 and and CC 01-hintze-artificial 52 22 Hsu Hsu NNP 01-hintze-artificial 52 23 2002 2002 CD 01-hintze-artificial 52 24 ) ) -RRB- 01-hintze-artificial 52 25 , , , 01-hintze-artificial 52 26 but but CC 01-hintze-artificial 52 27 it -PRON- PRP 01-hintze-artificial 52 28 is be VBZ 01-hintze-artificial 52 29 only only RB 01-hintze-artificial 52 30 a a DT 01-hintze-artificial 52 31 very very RB 01-hintze-artificial 52 32 specialized specialized JJ 01-hintze-artificial 52 33 algorithm algorithm NN 01-hintze-artificial 52 34 that that WDT 01-hintze-artificial 52 35 has have VBZ 01-hintze-artificial 52 36 nothing nothing NN 01-hintze-artificial 52 37 to to TO 01-hintze-artificial 52 38 do do VB 01-hintze-artificial 52 39 with with IN 01-hintze-artificial 52 40 the the DT 01-hintze-artificial 52 41 way way NN 01-hintze-artificial 52 42 humans human NNS 01-hintze-artificial 52 43 play play VBP 01-hintze-artificial 52 44 or or CC 01-hintze-artificial 52 45 learn learn VBP 01-hintze-artificial 52 46 chess chess NN 01-hintze-artificial 52 47 . . . 01-hintze-artificial 53 1 This this DT 01-hintze-artificial 53 2 means mean VBZ 01-hintze-artificial 53 3 we -PRON- PRP 01-hintze-artificial 53 4 are be VBP 01-hintze-artificial 53 5 back back RB 01-hintze-artificial 53 6 to to IN 01-hintze-artificial 53 7 the the DT 01-hintze-artificial 53 8 problem problem NN 01-hintze-artificial 53 9 we -PRON- PRP 01-hintze-artificial 53 10 had have VBD 01-hintze-artificial 53 11 in in IN 01-hintze-artificial 53 12 the the DT 01-hintze-artificial 53 13 80s 80 NNS 01-hintze-artificial 53 14 . . . 01-hintze-artificial 54 1 Instead instead RB 01-hintze-artificial 54 2 of of IN 01-hintze-artificial 54 3 being be VBG 01-hintze-artificial 54 4 disappointed disappoint VBN 01-hintze-artificial 54 5 by by IN 01-hintze-artificial 54 6 the the DT 01-hintze-artificial 54 7 difference difference NN 01-hintze-artificial 54 8 between between IN 01-hintze-artificial 54 9 modern modern JJ 01-hintze-artificial 54 10 technology technology NN 01-hintze-artificial 54 11 and and CC 01-hintze-artificial 54 12 Hol- Hol- NNP 01-hintze-artificial 54 13 lywood lywood NN 01-hintze-artificial 54 14 technology technology NN 01-hintze-artificial 54 15 , , , 01-hintze-artificial 54 16 we -PRON- PRP 01-hintze-artificial 54 17 are be VBP 01-hintze-artificial 54 18 disappointed disappointed JJ 01-hintze-artificial 54 19 by by IN 01-hintze-artificial 54 20 the the DT 01-hintze-artificial 54 21 difference difference NN 01-hintze-artificial 54 22 between between IN 01-hintze-artificial 54 23 modern modern JJ 01-hintze-artificial 54 24 technology technology NN 01-hintze-artificial 54 25 and and CC 01-hintze-artificial 54 26 the the DT 01-hintze-artificial 54 27 experience experience NN 01-hintze-artificial 54 28 implied imply VBN 01-hintze-artificial 54 29 by by IN 01-hintze-artificial 54 30 the the DT 01-hintze-artificial 54 31 labels label NNS 01-hintze-artificial 54 32 given give VBN 01-hintze-artificial 54 33 to to IN 01-hintze-artificial 54 34 those those DT 01-hintze-artificial 54 35 technologies technology NNS 01-hintze-artificial 54 36 . . . 01-hintze-artificial 55 1 Applying apply VBG 01-hintze-artificial 55 2 misnomer misnomer NN 01-hintze-artificial 55 3 terminology terminology NN 01-hintze-artificial 55 4 , , , 01-hintze-artificial 55 5 such such JJ 01-hintze-artificial 55 6 as as IN 01-hintze-artificial 55 7 “ " `` 01-hintze-artificial 55 8 smart smart JJ 01-hintze-artificial 55 9 , , , 01-hintze-artificial 55 10 ” " '' 01-hintze-artificial 55 11 “ " `` 01-hintze-artificial 55 12 intelligent intelligent JJ 01-hintze-artificial 55 13 , , , 01-hintze-artificial 55 14 ” " '' 01-hintze-artificial 55 15 “ " `` 01-hintze-artificial 55 16 search search NN 01-hintze-artificial 55 17 , , , 01-hintze-artificial 55 18 ” " '' 01-hintze-artificial 55 19 and and CC 01-hintze-artificial 55 20 “ " `` 01-hintze-artificial 55 21 learning learn VBG 01-hintze-artificial 55 22 ” " '' 01-hintze-artificial 55 23 to to IN 01-hintze-artificial 55 24 modern modern JJ 01-hintze-artificial 55 25 technologies technology NNS 01-hintze-artificial 55 26 that that WDT 01-hintze-artificial 55 27 have have VBP 01-hintze-artificial 55 28 little little JJ 01-hintze-artificial 55 29 to to TO 01-hintze-artificial 55 30 do do VB 01-hintze-artificial 55 31 with with IN 01-hintze-artificial 55 32 those those DT 01-hintze-artificial 55 33 terms term NNS 01-hintze-artificial 55 34 is be VBZ 01-hintze-artificial 55 35 misleading mislead VBG 01-hintze-artificial 55 36 . . . 01-hintze-artificial 56 1 It -PRON- PRP 01-hintze-artificial 56 2 is be VBZ 01-hintze-artificial 56 3 possible possible JJ 01-hintze-artificial 56 4 that that IN 01-hintze-artificial 56 5 such such JJ 01-hintze-artificial 56 6 technology technology NN 01-hintze-artificial 56 7 was be VBD 01-hintze-artificial 56 8 deliberately deliberately RB 01-hintze-artificial 56 9 branded brand VBN 01-hintze-artificial 56 10 with with IN 01-hintze-artificial 56 11 these these DT 01-hintze-artificial 56 12 terms term NNS 01-hintze-artificial 56 13 for for IN 01-hintze-artificial 56 14 the the DT 01-hintze-artificial 56 15 improved improve VBN 01-hintze-artificial 56 16 marketing marketing NN 01-hintze-artificial 56 17 and and CC 01-hintze-artificial 56 18 sales sale NNS 01-hintze-artificial 56 19 , , , 01-hintze-artificial 56 20 effectively effectively RB 01-hintze-artificial 56 21 redefining redefine VBG 01-hintze-artificial 56 22 them -PRON- PRP 01-hintze-artificial 56 23 and and CC 01-hintze-artificial 56 24 obscuring obscure VBG 01-hintze-artificial 56 25 their -PRON- PRP$ 01-hintze-artificial 56 26 original original JJ 01-hintze-artificial 56 27 meaning meaning NN 01-hintze-artificial 56 28 . . . 01-hintze-artificial 57 1 Consequently consequently RB 01-hintze-artificial 57 2 , , , 01-hintze-artificial 57 3 we -PRON- PRP 01-hintze-artificial 57 4 again again RB 01-hintze-artificial 57 5 are be VBP 01-hintze-artificial 57 6 disappointed disappoint VBN 01-hintze-artificial 57 7 by by IN 01-hintze-artificial 57 8 the the DT 01-hintze-artificial 57 9 mismatch mismatch NN 01-hintze-artificial 57 10 of of IN 01-hintze-artificial 57 11 the the DT 01-hintze-artificial 57 12 expec- expec- JJ 01-hintze-artificial 57 13 tations tation NNS 01-hintze-artificial 57 14 of of IN 01-hintze-artificial 57 15 our -PRON- PRP$ 01-hintze-artificial 57 16 computing compute VBG 01-hintze-artificial 57 17 infrastructure infrastructure NN 01-hintze-artificial 57 18 and and CC 01-hintze-artificial 57 19 the the DT 01-hintze-artificial 57 20 reality reality NN 01-hintze-artificial 57 21 of of IN 01-hintze-artificial 57 22 our -PRON- PRP$ 01-hintze-artificial 57 23 experiences experience NNS 01-hintze-artificial 57 24 . . . 01-hintze-artificial 58 1 The the DT 01-hintze-artificial 58 2 following follow VBG 01-hintze-artificial 58 3 paragraphs paragraph NNS 01-hintze-artificial 58 4 will will MD 01-hintze-artificial 58 5 explore explore VB 01-hintze-artificial 58 6 current current JJ 01-hintze-artificial 58 7 Machine Machine NNP 01-hintze-artificial 58 8 Learning Learning NNP 01-hintze-artificial 58 9 and and CC 01-hintze-artificial 58 10 Artificial Artificial NNP 01-hintze-artificial 58 11 Intelligence Intelligence NNP 01-hintze-artificial 58 12 technologies technology NNS 01-hintze-artificial 58 13 , , , 01-hintze-artificial 58 14 explain explain VB 01-hintze-artificial 58 15 how how WRB 01-hintze-artificial 58 16 quantitative quantitative JJ 01-hintze-artificial 58 17 or or CC 01-hintze-artificial 58 18 qualitative qualitative JJ 01-hintze-artificial 58 19 they -PRON- PRP 01-hintze-artificial 58 20 really really RB 01-hintze-artificial 58 21 are be VBP 01-hintze-artificial 58 22 , , , 01-hintze-artificial 58 23 and and CC 01-hintze-artificial 58 24 explore explore VB 01-hintze-artificial 58 25 what what WP 01-hintze-artificial 58 26 the the DT 01-hintze-artificial 58 27 possible possible JJ 01-hintze-artificial 58 28 implications implication NNS 01-hintze-artificial 58 29 for for IN 01-hintze-artificial 58 30 future future JJ 01-hintze-artificial 58 31 Digital Digital NNP 01-hintze-artificial 58 32 Humanities Humanities NNPS 01-hintze-artificial 58 33 could could MD 01-hintze-artificial 58 34 be be VB 01-hintze-artificial 58 35 . . . 01-hintze-artificial 59 1 Learning learn VBG 01-hintze-artificial 59 2 : : : 01-hintze-artificial 59 3 Phenomenon phenomenon NN 01-hintze-artificial 59 4 versus versus IN 01-hintze-artificial 59 5 Mechanism Mechanism NNP 01-hintze-artificial 59 6 Learning Learning NNP 01-hintze-artificial 59 7 is be VBZ 01-hintze-artificial 59 8 an an DT 01-hintze-artificial 59 9 electrochemical electrochemical JJ 01-hintze-artificial 59 10 process process NN 01-hintze-artificial 59 11 that that WDT 01-hintze-artificial 59 12 involves involve VBZ 01-hintze-artificial 59 13 cells cell NNS 01-hintze-artificial 59 14 , , , 01-hintze-artificial 59 15 their -PRON- PRP$ 01-hintze-artificial 59 16 genetic genetic JJ 01-hintze-artificial 59 17 makeup makeup NN 01-hintze-artificial 59 18 , , , 01-hintze-artificial 59 19 and and CC 01-hintze-artificial 59 20 how how WRB 01-hintze-artificial 59 21 they -PRON- PRP 01-hintze-artificial 59 22 are be VBP 01-hintze-artificial 59 23 interconnected interconnect VBN 01-hintze-artificial 59 24 . . . 01-hintze-artificial 60 1 Some some DT 01-hintze-artificial 60 2 interplay interplay NN 01-hintze-artificial 60 3 between between IN 01-hintze-artificial 60 4 external external JJ 01-hintze-artificial 60 5 stimuli stimulus NNS 01-hintze-artificial 60 6 and and CC 01-hintze-artificial 60 7 receptor receptor NN 01-hintze-artificial 60 8 proteins protein NNS 01-hintze-artificial 60 9 in in IN 01-hintze-artificial 60 10 specialized specialized JJ 01-hintze-artificial 60 11 sensor sensor NN 01-hintze-artificial 60 12 neurons neuron NNS 01-hintze-artificial 60 13 leads lead VBZ 01-hintze-artificial 60 14 to to IN 01-hintze-artificial 60 15 electrochemical electrochemical JJ 01-hintze-artificial 60 16 signals signal NNS 01-hintze-artificial 60 17 propagating propagate VBG 01-hintze-artificial 60 18 over over IN 01-hintze-artificial 60 19 a a DT 01-hintze-artificial 60 20 network network NN 01-hintze-artificial 60 21 of of IN 01-hintze-artificial 60 22 interconnected interconnected JJ 01-hintze-artificial 60 23 cells cell NNS 01-hintze-artificial 60 24 , , , 01-hintze-artificial 60 25 which which WDT 01-hintze-artificial 60 26 themselves -PRON- PRP 01-hintze-artificial 60 27 respond respond VBP 01-hintze-artificial 60 28 with with IN 01-hintze-artificial 60 29 physical physical JJ 01-hintze-artificial 60 30 and and CC 01-hintze-artificial 60 31 genetic genetic JJ 01-hintze-artificial 60 32 changes change NNS 01-hintze-artificial 60 33 to to IN 01-hintze-artificial 60 34 said say VBD 01-hintze-artificial 60 35 stimuli stimulus NNS 01-hintze-artificial 60 36 , , , 01-hintze-artificial 60 37 probably probably RB 01-hintze-artificial 60 38 also also RB 01-hintze-artificial 60 39 dependent dependent JJ 01-hintze-artificial 60 40 on on IN 01-hintze-artificial 60 41 previous previous JJ 01-hintze-artificial 60 42 stimuli stimulus NNS 01-hintze-artificial 60 43 ( ( -LRB- 01-hintze-artificial 60 44 Kandel Kandel NNP 01-hintze-artificial 60 45 , , , 01-hintze-artificial 60 46 Schwartz Schwartz NNP 01-hintze-artificial 60 47 , , , 01-hintze-artificial 60 48 Jessel Jessel NNP 01-hintze-artificial 60 49 2000 2000 CD 01-hintze-artificial 60 50 ) ) -RRB- 01-hintze-artificial 60 51 . . . 01-hintze-artificial 61 1 This this DT 01-hintze-artificial 61 2 concoction concoction NN 01-hintze-artificial 61 3 of of IN 01-hintze-artificial 61 4 elaborate elaborate JJ 01-hintze-artificial 61 5 terms term NNS 01-hintze-artificial 61 6 might may MD 01-hintze-artificial 61 7 suggest suggest VB 01-hintze-artificial 61 8 that that IN 01-hintze-artificial 61 9 we -PRON- PRP 01-hintze-artificial 61 10 know know VBP 01-hintze-artificial 61 11 in in IN 01-hintze-artificial 61 12 principle principle NN 01-hintze-artificial 61 13 which which WDT 01-hintze-artificial 61 14 parts part NNS 01-hintze-artificial 61 15 are be VBP 01-hintze-artificial 61 16 involved involve VBN 01-hintze-artificial 61 17 and and CC 01-hintze-artificial 61 18 where where WRB 01-hintze-artificial 61 19 they -PRON- PRP 01-hintze-artificial 61 20 are be VBP 01-hintze-artificial 61 21 , , , 01-hintze-artificial 61 22 but but CC 01-hintze-artificial 61 23 we -PRON- PRP 01-hintze-artificial 61 24 are be VBP 01-hintze-artificial 61 25 far far RB 01-hintze-artificial 61 26 from from IN 01-hintze-artificial 61 27 an an DT 01-hintze-artificial 61 28 understanding understanding NN 01-hintze-artificial 61 29 of of IN 01-hintze-artificial 61 30 the the DT 01-hintze-artificial 61 31 learning learning NN 01-hintze-artificial 61 32 mechanism mechanism NN 01-hintze-artificial 61 33 . . . 01-hintze-artificial 62 1 The the DT 01-hintze-artificial 62 2 description description NN 01-hintze-artificial 62 3 above above RB 01-hintze-artificial 62 4 is be VBZ 01-hintze-artificial 62 5 as as RB 01-hintze-artificial 62 6 generic generic JJ 01-hintze-artificial 62 7 as as IN 01-hintze-artificial 62 8 saying say VBG 01-hintze-artificial 62 9 that that IN 01-hintze-artificial 62 10 a a DT 01-hintze-artificial 62 11 city city NN 01-hintze-artificial 62 12 functions function NNS 01-hintze-artificial 62 13 because because IN 01-hintze-artificial 62 14 cars car NNS 01-hintze-artificial 62 15 drive drive VBP 01-hintze-artificial 62 16 on on IN 01-hintze-artificial 62 17 streets street NNS 01-hintze-artificial 62 18 . . . 01-hintze-artificial 63 1 Even even RB 01-hintze-artificial 63 2 though though IN 01-hintze-artificial 63 3 we -PRON- PRP 01-hintze-artificial 63 4 might may MD 01-hintze-artificial 63 5 know know VB 01-hintze-artificial 63 6 a a DT 01-hintze-artificial 63 7 lot lot NN 01-hintze-artificial 63 8 6 6 CD 01-hintze-artificial 63 9 Machine Machine NNP 01-hintze-artificial 63 10 Learning Learning NNP 01-hintze-artificial 63 11 , , , 01-hintze-artificial 63 12 Libraries Libraries NNPS 01-hintze-artificial 63 13 , , , 01-hintze-artificial 63 14 and and CC 01-hintze-artificial 63 15 Cross Cross NNP 01-hintze-artificial 63 16 - - NNP 01-hintze-artificial 63 17 Disciplinary Disciplinary NNP 01-hintze-artificial 63 18 ResearchǔChapter ResearchǔChapter NNP 01-hintze-artificial 63 19 1 1 CD 01-hintze-artificial 63 20 about about IN 01-hintze-artificial 63 21 long long JJ 01-hintze-artificial 63 22 - - HYPH 01-hintze-artificial 63 23 term term NN 01-hintze-artificial 63 24 potentiation potentiation NN 01-hintze-artificial 63 25 or or CC 01-hintze-artificial 63 26 the the DT 01-hintze-artificial 63 27 mechanism mechanism NN 01-hintze-artificial 63 28 of of IN 01-hintze-artificial 63 29 neurons neuron NNS 01-hintze-artificial 63 30 which which WDT 01-hintze-artificial 63 31 fire fire VBP 01-hintze-artificial 63 32 together together RB 01-hintze-artificial 63 33 wiring wire VBG 01-hintze-artificial 63 34 together together RB 01-hintze-artificial 63 35 ( ( -LRB- 01-hintze-artificial 63 36 aka aka DT 01-hintze-artificial 63 37 Hebbian hebbian JJ 01-hintze-artificial 63 38 learning learning NN 01-hintze-artificial 63 39 ) ) -RRB- 01-hintze-artificial 63 40 , , , 01-hintze-artificial 63 41 neither neither DT 01-hintze-artificial 63 42 of of IN 01-hintze-artificial 63 43 these these DT 01-hintze-artificial 63 44 processes process NNS 01-hintze-artificial 63 45 actually actually RB 01-hintze-artificial 63 46 mechanistically mechanistically RB 01-hintze-artificial 63 47 explains explain VBZ 01-hintze-artificial 63 48 how how WRB 01-hintze-artificial 63 49 learning learning NN 01-hintze-artificial 63 50 works work NNS 01-hintze-artificial 63 51 . . . 01-hintze-artificial 64 1 Neuroscience neuroscience RB 01-hintze-artificial 64 2 , , , 01-hintze-artificial 64 3 neurophysiology neurophysiology NN 01-hintze-artificial 64 4 , , , 01-hintze-artificial 64 5 and and CC 01-hintze-artificial 64 6 cognitive cognitive JJ 01-hintze-artificial 64 7 science science NN 01-hintze-artificial 64 8 have have VBP 01-hintze-artificial 64 9 not not RB 01-hintze-artificial 64 10 been be VBN 01-hintze-artificial 64 11 able able JJ 01-hintze-artificial 64 12 to to TO 01-hintze-artificial 64 13 discover discover VB 01-hintze-artificial 64 14 this this DT 01-hintze-artificial 64 15 complete complete JJ 01-hintze-artificial 64 16 process process NN 01-hintze-artificial 64 17 in in IN 01-hintze-artificial 64 18 such such PDT 01-hintze-artificial 64 19 a a DT 01-hintze-artificial 64 20 way way NN 01-hintze-artificial 64 21 that that WDT 01-hintze-artificial 64 22 we -PRON- PRP 01-hintze-artificial 64 23 can can MD 01-hintze-artificial 64 24 replicate replicate VB 01-hintze-artificial 64 25 it -PRON- PRP 01-hintze-artificial 64 26 , , , 01-hintze-artificial 64 27 though though IN 01-hintze-artificial 64 28 some some DT 01-hintze-artificial 64 29 inroads inroad NNS 01-hintze-artificial 64 30 are be VBP 01-hintze-artificial 64 31 being be VBG 01-hintze-artificial 64 32 made make VBN 01-hintze-artificial 64 33 ( ( -LRB- 01-hintze-artificial 64 34 El- El- NNP 01-hintze-artificial 64 35 Boustani Boustani NNP 01-hintze-artificial 64 36 et et FW 01-hintze-artificial 64 37 al al NNP 01-hintze-artificial 64 38 . . . 01-hintze-artificial 65 1 2018 2018 CD 01-hintze-artificial 65 2 ) ) -RRB- 01-hintze-artificial 65 3 . . . 01-hintze-artificial 66 1 Similarly similarly RB 01-hintze-artificial 66 2 , , , 01-hintze-artificial 66 3 we -PRON- PRP 01-hintze-artificial 66 4 find find VBP 01-hintze-artificial 66 5 promising promise VBG 01-hintze-artificial 66 6 new new JJ 01-hintze-artificial 66 7 interdisciplinary interdisciplinary JJ 01-hintze-artificial 66 8 efforts effort NNS 01-hintze-artificial 66 9 like like IN 01-hintze-artificial 66 10 “ " `` 01-hintze-artificial 66 11 Cognitive cognitive JJ 01-hintze-artificial 66 12 computational computational JJ 01-hintze-artificial 66 13 neuroscience neuroscience NN 01-hintze-artificial 66 14 ” " '' 01-hintze-artificial 66 15 that that WDT 01-hintze-artificial 66 16 try try VBP 01-hintze-artificial 66 17 to to TO 01-hintze-artificial 66 18 bridge bridge VB 01-hintze-artificial 66 19 the the DT 01-hintze-artificial 66 20 gap gap NN 01-hintze-artificial 66 21 between between IN 01-hintze-artificial 66 22 neuro- neuro- NN 01-hintze-artificial 66 23 and and CC 01-hintze-artificial 66 24 cognitive cognitive JJ 01-hintze-artificial 66 25 science science NN 01-hintze-artificial 66 26 and and CC 01-hintze-artificial 66 27 computation computation NN 01-hintze-artificial 66 28 ( ( -LRB- 01-hintze-artificial 66 29 Kriegeskorte Kriegeskorte NNP 01-hintze-artificial 66 30 and and CC 01-hintze-artificial 66 31 Douglas Douglas NNP 01-hintze-artificial 66 32 2018 2018 CD 01-hintze-artificial 66 33 ) ) -RRB- 01-hintze-artificial 66 34 . . . 01-hintze-artificial 67 1 So so RB 01-hintze-artificial 67 2 , , , 01-hintze-artificial 67 3 unfortunately unfortunately RB 01-hintze-artificial 67 4 , , , 01-hintze-artificial 67 5 while while IN 01-hintze-artificial 67 6 the the DT 01-hintze-artificial 67 7 components component NNS 01-hintze-artificial 67 8 involved involve VBN 01-hintze-artificial 67 9 can can MD 01-hintze-artificial 67 10 be be VB 01-hintze-artificial 67 11 identified identify VBN 01-hintze-artificial 67 12 , , , 01-hintze-artificial 67 13 the the DT 01-hintze-artificial 67 14 question question NN 01-hintze-artificial 67 15 about about IN 01-hintze-artificial 67 16 “ " `` 01-hintze-artificial 67 17 how how WRB 01-hintze-artificial 67 18 learning learning JJ 01-hintze-artificial 67 19 works work NNS 01-hintze-artificial 67 20 ” " '' 01-hintze-artificial 67 21 can can MD 01-hintze-artificial 67 22 not not RB 01-hintze-artificial 67 23 be be VB 01-hintze-artificial 67 24 answered answer VBN 01-hintze-artificial 67 25 mech- mech- JJ 01-hintze-artificial 67 26 anistically anistically RB 01-hintze-artificial 67 27 . . . 01-hintze-artificial 68 1 However however RB 01-hintze-artificial 68 2 , , , 01-hintze-artificial 68 3 a a DT 01-hintze-artificial 68 4 lot lot NN 01-hintze-artificial 68 5 is be VBZ 01-hintze-artificial 68 6 known know VBN 01-hintze-artificial 68 7 about about IN 01-hintze-artificial 68 8 the the DT 01-hintze-artificial 68 9 phenomenon phenomenon NN 01-hintze-artificial 68 10 of of IN 01-hintze-artificial 68 11 learning learning NN 01-hintze-artificial 68 12 . . . 01-hintze-artificial 69 1 It -PRON- PRP 01-hintze-artificial 69 2 happens happen VBZ 01-hintze-artificial 69 3 during during IN 01-hintze-artificial 69 4 the the DT 01-hintze-artificial 69 5 lifetime lifetime NN 01-hintze-artificial 69 6 of of IN 01-hintze-artificial 69 7 an an DT 01-hintze-artificial 69 8 organism organism NN 01-hintze-artificial 69 9 . . . 01-hintze-artificial 70 1 What what WP 01-hintze-artificial 70 2 happens happen VBZ 01-hintze-artificial 70 3 between between IN 01-hintze-artificial 70 4 the the DT 01-hintze-artificial 70 5 lifetimes lifetime NNS 01-hintze-artificial 70 6 of of IN 01-hintze-artificial 70 7 related related JJ 01-hintze-artificial 70 8 organisms organism NNS 01-hintze-artificial 70 9 is be VBZ 01-hintze-artificial 70 10 an an DT 01-hintze-artificial 70 11 adaptive adaptive JJ 01-hintze-artificial 70 12 process process NN 01-hintze-artificial 70 13 called call VBN 01-hintze-artificial 70 14 evolution evolution NN 01-hintze-artificial 70 15 : : : 01-hintze-artificial 70 16 inheritance inheritance NN 01-hintze-artificial 70 17 , , , 01-hintze-artificial 70 18 variation variation NN 01-hintze-artificial 70 19 , , , 01-hintze-artificial 70 20 and and CC 01-hintze-artificial 70 21 natural natural JJ 01-hintze-artificial 70 22 selection selection NN 01-hintze-artificial 70 23 over over IN 01-hintze-artificial 70 24 many many JJ 01-hintze-artificial 70 25 generations generation NNS 01-hintze-artificial 70 26 up up IN 01-hintze-artificial 70 27 to to IN 01-hintze-artificial 70 28 3.5 3.5 CD 01-hintze-artificial 70 29 billion billion CD 01-hintze-artificial 70 30 years year NNS 01-hintze-artificial 70 31 here here RB 01-hintze-artificial 70 32 on on IN 01-hintze-artificial 70 33 Earth Earth NNP 01-hintze-artificial 70 34 enabled enable VBD 01-hintze-artificial 70 35 populations population NNS 01-hintze-artificial 70 36 of of IN 01-hintze-artificial 70 37 organisms organism NNS 01-hintze-artificial 70 38 to to TO 01-hintze-artificial 70 39 succeed succeed VB 01-hintze-artificial 70 40 in in IN 01-hintze-artificial 70 41 their -PRON- PRP$ 01-hintze-artificial 70 42 environments environment NNS 01-hintze-artificial 70 43 in in IN 01-hintze-artificial 70 44 any any DT 01-hintze-artificial 70 45 way way NN 01-hintze-artificial 70 46 they -PRON- PRP 01-hintze-artificial 70 47 could could MD 01-hintze-artificial 70 48 . . . 01-hintze-artificial 71 1 Evolutionary evolutionary JJ 01-hintze-artificial 71 2 forces force NNS 01-hintze-artificial 71 3 found find VBD 01-hintze-artificial 71 4 ways way NNS 01-hintze-artificial 71 5 for for IN 01-hintze-artificial 71 6 organisms organism NNS 01-hintze-artificial 71 7 to to TO 01-hintze-artificial 71 8 adapt adapt VB 01-hintze-artificial 71 9 to to IN 01-hintze-artificial 71 10 their -PRON- PRP$ 01-hintze-artificial 71 11 environment environment NN 01-hintze-artificial 71 12 during during IN 01-hintze-artificial 71 13 their -PRON- PRP$ 01-hintze-artificial 71 14 own own JJ 01-hintze-artificial 71 15 lifetimes lifetime NNS 01-hintze-artificial 71 16 . . . 01-hintze-artificial 72 1 While while IN 01-hintze-artificial 72 2 this this DT 01-hintze-artificial 72 3 can can MD 01-hintze-artificial 72 4 take take VB 01-hintze-artificial 72 5 many many JJ 01-hintze-artificial 72 6 forms form NNS 01-hintze-artificial 72 7 , , , 01-hintze-artificial 72 8 such such JJ 01-hintze-artificial 72 9 as as IN 01-hintze-artificial 72 10 storing store VBG 01-hintze-artificial 72 11 energy energy NN 01-hintze-artificial 72 12 , , , 01-hintze-artificial 72 13 seeking seek VBG 01-hintze-artificial 72 14 shel- shel- NNP 01-hintze-artificial 72 15 ter ter NN 01-hintze-artificial 72 16 , , , 01-hintze-artificial 72 17 having have VBG 01-hintze-artificial 72 18 a a DT 01-hintze-artificial 72 19 fight fight NN 01-hintze-artificial 72 20 or or CC 01-hintze-artificial 72 21 flight flight NN 01-hintze-artificial 72 22 response response NN 01-hintze-artificial 72 23 , , , 01-hintze-artificial 72 24 it -PRON- PRP 01-hintze-artificial 72 25 has have VBZ 01-hintze-artificial 72 26 led lead VBN 01-hintze-artificial 72 27 to to IN 01-hintze-artificial 72 28 the the DT 01-hintze-artificial 72 29 phenomenon phenomenon NN 01-hintze-artificial 72 30 we -PRON- PRP 01-hintze-artificial 72 31 now now RB 01-hintze-artificial 72 32 call call VBP 01-hintze-artificial 72 33 learning learn VBG 01-hintze-artificial 72 34 . . . 01-hintze-artificial 73 1 Instead instead RB 01-hintze-artificial 73 2 of of IN 01-hintze-artificial 73 3 discussing discuss VBG 01-hintze-artificial 73 4 the the DT 01-hintze-artificial 73 5 diversity diversity NN 01-hintze-artificial 73 6 of of IN 01-hintze-artificial 73 7 learning learn VBG 01-hintze-artificial 73 8 in in IN 01-hintze-artificial 73 9 the the DT 01-hintze-artificial 73 10 animal animal NN 01-hintze-artificial 73 11 kingdom kingdom NN 01-hintze-artificial 73 12 , , , 01-hintze-artificial 73 13 we -PRON- PRP 01-hintze-artificial 73 14 will will MD 01-hintze-artificial 73 15 discuss discuss VB 01-hintze-artificial 73 16 the the DT 01-hintze-artificial 73 17 richest rich JJS 01-hintze-artificial 73 18 example example NN 01-hintze-artificial 73 19 : : : 01-hintze-artificial 73 20 human human JJ 01-hintze-artificial 73 21 learning learning NN 01-hintze-artificial 73 22 . . . 01-hintze-artificial 74 1 Here here RB 01-hintze-artificial 74 2 , , , 01-hintze-artificial 74 3 learning learning NN 01-hintze-artificial 74 4 is be VBZ 01-hintze-artificial 74 5 defined define VBN 01-hintze-artificial 74 6 as as IN 01-hintze-artificial 74 7 the the DT 01-hintze-artificial 74 8 cognitive cognitive JJ 01-hintze-artificial 74 9 adaptation adaptation NN 01-hintze-artificial 74 10 to to IN 01-hintze-artificial 74 11 external external JJ 01-hintze-artificial 74 12 stimulus stimulus NN 01-hintze-artificial 74 13 . . . 01-hintze-artificial 75 1 The the DT 01-hintze-artificial 75 2 phenomenon phenomenon NN 01-hintze-artificial 75 3 of of IN 01-hintze-artificial 75 4 learning learning NN 01-hintze-artificial 75 5 can can MD 01-hintze-artificial 75 6 be be VB 01-hintze-artificial 75 7 observed observe VBN 01-hintze-artificial 75 8 as as IN 01-hintze-artificial 75 9 an an DT 01-hintze-artificial 75 10 increase increase NN 01-hintze-artificial 75 11 in in IN 01-hintze-artificial 75 12 performance performance NN 01-hintze-artificial 75 13 over over IN 01-hintze-artificial 75 14 time time NN 01-hintze-artificial 75 15 . . . 01-hintze-artificial 76 1 Learning learning NN 01-hintze-artificial 76 2 makes make VBZ 01-hintze-artificial 76 3 the the DT 01-hintze-artificial 76 4 organism organism NN 01-hintze-artificial 76 5 better well RBR 01-hintze-artificial 76 6 at at IN 01-hintze-artificial 76 7 doing do VBG 01-hintze-artificial 76 8 something something NN 01-hintze-artificial 76 9 . . . 01-hintze-artificial 77 1 In in IN 01-hintze-artificial 77 2 humans human NNS 01-hintze-artificial 77 3 , , , 01-hintze-artificial 77 4 because because IN 01-hintze-artificial 77 5 we -PRON- PRP 01-hintze-artificial 77 6 have have VBP 01-hintze-artificial 77 7 language language NN 01-hintze-artificial 77 8 and and CC 01-hintze-artificial 77 9 a a DT 01-hintze-artificial 77 10 much much RB 01-hintze-artificial 77 11 higher high JJR 01-hintze-artificial 77 12 degree degree NN 01-hintze-artificial 77 13 of of IN 01-hintze-artificial 77 14 abstract abstract JJ 01-hintze-artificial 77 15 thinking thinking NN 01-hintze-artificial 77 16 , , , 01-hintze-artificial 77 17 an an DT 01-hintze-artificial 77 18 improvement improvement NN 01-hintze-artificial 77 19 in in IN 01-hintze-artificial 77 20 performance performance NN 01-hintze-artificial 77 21 can can MD 01-hintze-artificial 77 22 be be VB 01-hintze-artificial 77 23 facilitated facilitate VBN 01-hintze-artificial 77 24 very very RB 01-hintze-artificial 77 25 quickly quickly RB 01-hintze-artificial 77 26 . . . 01-hintze-artificial 78 1 While while IN 01-hintze-artificial 78 2 it -PRON- PRP 01-hintze-artificial 78 3 takes take VBZ 01-hintze-artificial 78 4 time time NN 01-hintze-artificial 78 5 to to TO 01-hintze-artificial 78 6 learn learn VB 01-hintze-artificial 78 7 how how WRB 01-hintze-artificial 78 8 to to TO 01-hintze-artificial 78 9 juggle juggle NNP 01-hintze-artificial 78 10 , , , 01-hintze-artificial 78 11 the the DT 01-hintze-artificial 78 12 ability ability NN 01-hintze-artificial 78 13 to to TO 01-hintze-artificial 78 14 find find VB 01-hintze-artificial 78 15 the the DT 01-hintze-artificial 78 16 mean mean NN 01-hintze-artificial 78 17 of of IN 01-hintze-artificial 78 18 a a DT 01-hintze-artificial 78 19 series series NN 01-hintze-artificial 78 20 of of IN 01-hintze-artificial 78 21 samples sample NNS 01-hintze-artificial 78 22 can can MD 01-hintze-artificial 78 23 be be VB 01-hintze-artificial 78 24 quickly quickly RB 01-hintze-artificial 78 25 com- com- NN 01-hintze-artificial 78 26 municated municate VBN 01-hintze-artificial 78 27 by by IN 01-hintze-artificial 78 28 reading read VBG 01-hintze-artificial 78 29 Wikipedia Wikipedia NNP 01-hintze-artificial 78 30 . . . 01-hintze-artificial 79 1 Both both DT 01-hintze-artificial 79 2 types type NNS 01-hintze-artificial 79 3 of of IN 01-hintze-artificial 79 4 lifetime lifetime NN 01-hintze-artificial 79 5 adaptations adaptation NNS 01-hintze-artificial 79 6 are be VBP 01-hintze-artificial 79 7 called call VBN 01-hintze-artificial 79 8 learning learn VBG 01-hintze-artificial 79 9 . . . 01-hintze-artificial 80 1 How- How- NNP 01-hintze-artificial 80 2 ever ever RB 01-hintze-artificial 80 3 , , , 01-hintze-artificial 80 4 these these DT 01-hintze-artificial 80 5 lifetime lifetime NN 01-hintze-artificial 80 6 adaptations adaptation NNS 01-hintze-artificial 80 7 are be VBP 01-hintze-artificial 80 8 facilitated facilitate VBN 01-hintze-artificial 80 9 by by IN 01-hintze-artificial 80 10 two two CD 01-hintze-artificial 80 11 different different JJ 01-hintze-artificial 80 12 cognitive cognitive JJ 01-hintze-artificial 80 13 processes process NNS 01-hintze-artificial 80 14 : : : 01-hintze-artificial 80 15 explicit explicit JJ 01-hintze-artificial 80 16 or or CC 01-hintze-artificial 80 17 im- im- JJ 01-hintze-artificial 80 18 plicit plicit NN 01-hintze-artificial 80 19 learning learn VBG 01-hintze-artificial 80 20 . . . 01-hintze-artificial 81 1 1 1 CD 01-hintze-artificial 81 2 Explicit explicit JJ 01-hintze-artificial 81 3 learning learning NN 01-hintze-artificial 81 4 — — : 01-hintze-artificial 81 5 or or CC 01-hintze-artificial 81 6 episodic episodic JJ 01-hintze-artificial 81 7 memory memory NN 01-hintze-artificial 81 8 — — : 01-hintze-artificial 81 9 is be VBZ 01-hintze-artificial 81 10 fact fact NN 01-hintze-artificial 81 11 - - HYPH 01-hintze-artificial 81 12 based base VBN 01-hintze-artificial 81 13 memory memory NN 01-hintze-artificial 81 14 . . . 01-hintze-artificial 82 1 What what WP 01-hintze-artificial 82 2 you -PRON- PRP 01-hintze-artificial 82 3 did do VBD 01-hintze-artificial 82 4 yesterday yesterday NN 01-hintze-artificial 82 5 , , , 01-hintze-artificial 82 6 what what WP 01-hintze-artificial 82 7 happened happen VBD 01-hintze-artificial 82 8 in in IN 01-hintze-artificial 82 9 your -PRON- PRP$ 01-hintze-artificial 82 10 childhood childhood NN 01-hintze-artificial 82 11 , , , 01-hintze-artificial 82 12 or or CC 01-hintze-artificial 82 13 the the DT 01-hintze-artificial 82 14 list list NN 01-hintze-artificial 82 15 of of IN 01-hintze-artificial 82 16 things thing NNS 01-hintze-artificial 82 17 you -PRON- PRP 01-hintze-artificial 82 18 should should MD 01-hintze-artificial 82 19 buy buy VB 01-hintze-artificial 82 20 when when WRB 01-hintze-artificial 82 21 you -PRON- PRP 01-hintze-artificial 82 22 go go VBP 01-hintze-artificial 82 23 shopping shopping NN 01-hintze-artificial 82 24 , , , 01-hintze-artificial 82 25 are be VBP 01-hintze-artificial 82 26 all all DT 01-hintze-artificial 82 27 memories memory NNS 01-hintze-artificial 82 28 . . . 01-hintze-artificial 83 1 Currently currently RB 01-hintze-artificial 83 2 , , , 01-hintze-artificial 83 3 the the DT 01-hintze-artificial 83 4 engram engram NNP 01-hintze-artificial 83 5 theory theory NN 01-hintze-artificial 83 6 best good JJS 01-hintze-artificial 83 7 explains explain VBZ 01-hintze-artificial 83 8 this this DT 01-hintze-artificial 83 9 mechanism mechanism NN 01-hintze-artificial 83 10 ( ( -LRB- 01-hintze-artificial 83 11 Poo Poo NNP 01-hintze-artificial 83 12 et et NNP 01-hintze-artificial 83 13 al al NNP 01-hintze-artificial 83 14 . . . 01-hintze-artificial 84 1 2016 2016 CD 01-hintze-artificial 84 2 elaborates elaborate NNS 01-hintze-artificial 84 3 on on IN 01-hintze-artificial 84 4 the the DT 01-hintze-artificial 84 5 origins origin NNS 01-hintze-artificial 84 6 of of IN 01-hintze-artificial 84 7 the the DT 01-hintze-artificial 84 8 term term NN 01-hintze-artificial 84 9 ) ) -RRB- 01-hintze-artificial 84 10 . . . 01-hintze-artificial 85 1 Explicit explicit JJ 01-hintze-artificial 85 2 memory memory NN 01-hintze-artificial 85 3 can can MD 01-hintze-artificial 85 4 be be VB 01-hintze-artificial 85 5 retrieved retrieve VBN 01-hintze-artificial 85 6 relatively relatively RB 01-hintze-artificial 85 7 easily easily RB 01-hintze-artificial 85 8 and and CC 01-hintze-artificial 85 9 then then RB 01-hintze-artificial 85 10 used use VBN 01-hintze-artificial 85 11 to to TO 01-hintze-artificial 85 12 inform inform VB 01-hintze-artificial 85 13 future future JJ 01-hintze-artificial 85 14 decisions decision NNS 01-hintze-artificial 85 15 : : : 01-hintze-artificial 85 16 “ " `` 01-hintze-artificial 85 17 Press press VB 01-hintze-artificial 85 18 the the DT 01-hintze-artificial 85 19 green green JJ 01-hintze-artificial 85 20 button button NN 01-hintze-artificial 85 21 if if IN 01-hintze-artificial 85 22 the the DT 01-hintze-artificial 85 23 capital capital NN 01-hintze-artificial 85 24 of of IN 01-hintze-artificial 85 25 Italy Italy NNP 01-hintze-artificial 85 26 is be VBZ 01-hintze-artificial 85 27 Paris Paris NNP 01-hintze-artificial 85 28 , , , 01-hintze-artificial 85 29 otherwise otherwise RB 01-hintze-artificial 85 30 press press VB 01-hintze-artificial 85 31 the the DT 01-hintze-artificial 85 32 red red NN 01-hintze-artificial 85 33 . . . 01-hintze-artificial 85 34 ” " '' 01-hintze-artificial 85 35 The the DT 01-hintze-artificial 85 36 rate rate NN 01-hintze-artificial 85 37 of of IN 01-hintze-artificial 85 38 learning learn VBG 01-hintze-artificial 85 39 for for IN 01-hintze-artificial 85 40 explicit explicit JJ 01-hintze-artificial 85 41 memory memory NN 01-hintze-artificial 85 42 can can MD 01-hintze-artificial 85 43 be be VB 01-hintze-artificial 85 44 much much RB 01-hintze-artificial 85 45 higher high JJR 01-hintze-artificial 85 46 than than IN 01-hintze-artificial 85 47 for for IN 01-hintze-artificial 85 48 implicit implicit JJ 01-hintze-artificial 85 49 memory memory NN 01-hintze-artificial 85 50 , , , 01-hintze-artificial 85 51 and and CC 01-hintze-artificial 85 52 it -PRON- PRP 01-hintze-artificial 85 53 can can MD 01-hintze-artificial 85 54 also also RB 01-hintze-artificial 85 55 be be VB 01-hintze-artificial 85 56 communicated communicate VBN 01-hintze-artificial 85 57 more more RBR 01-hintze-artificial 85 58 quickly quickly RB 01-hintze-artificial 85 59 . . . 01-hintze-artificial 86 1 Abstract abstract JJ 01-hintze-artificial 86 2 communication communication NN 01-hintze-artificial 86 3 , , , 01-hintze-artificial 86 4 such such JJ 01-hintze-artificial 86 5 as as IN 01-hintze-artificial 86 6 “ " `` 01-hintze-artificial 86 7 I -PRON- PRP 01-hintze-artificial 86 8 saw see VBD 01-hintze-artificial 86 9 a a DT 01-hintze-artificial 86 10 wolf wolf NN 01-hintze-artificial 86 11 ” " '' 01-hintze-artificial 86 12 allows allow VBZ 01-hintze-artificial 86 13 us -PRON- PRP 01-hintze-artificial 86 14 to to TO 01-hintze-artificial 86 15 transfer transfer VB 01-hintze-artificial 86 16 the the DT 01-hintze-artificial 86 17 experience experience NN 01-hintze-artificial 86 18 of of IN 01-hintze-artificial 86 19 seeing see VBG 01-hintze-artificial 86 20 a a DT 01-hintze-artificial 86 21 wolf wolf NN 01-hintze-artificial 86 22 quickly quickly RB 01-hintze-artificial 86 23 to to IN 01-hintze-artificial 86 24 other other JJ 01-hintze-artificial 86 25 individuals individual NNS 01-hintze-artificial 86 26 , , , 01-hintze-artificial 86 27 even even RB 01-hintze-artificial 86 28 though though IN 01-hintze-artificial 86 29 their -PRON- PRP$ 01-hintze-artificial 86 30 evoked evoked JJ 01-hintze-artificial 86 31 explicit explicit JJ 01-hintze-artificial 86 32 memory memory NN 01-hintze-artificial 86 33 might may MD 01-hintze-artificial 86 34 not not RB 01-hintze-artificial 86 35 be be VB 01-hintze-artificial 86 36 identical identical JJ 01-hintze-artificial 86 37 to to IN 01-hintze-artificial 86 38 ours -PRON- PRP 01-hintze-artificial 86 39 . . . 01-hintze-artificial 87 1 Learning learn VBG 01-hintze-artificial 87 2 by by IN 01-hintze-artificial 87 3 using use VBG 01-hintze-artificial 87 4 implicit implicit JJ 01-hintze-artificial 87 5 memory memory NN 01-hintze-artificial 87 6 — — : 01-hintze-artificial 87 7 sometimes sometimes RB 01-hintze-artificial 87 8 called call VBN 01-hintze-artificial 87 9 procedural procedural JJ 01-hintze-artificial 87 10 memory memory NN 01-hintze-artificial 87 11 — — : 01-hintze-artificial 87 12 is be VBZ 01-hintze-artificial 87 13 facilitated facilitate VBN 01-hintze-artificial 87 14 by by IN 01-hintze-artificial 87 15 much much RB 01-hintze-artificial 87 16 slower slow JJR 01-hintze-artificial 87 17 processes process NNS 01-hintze-artificial 87 18 ( ( -LRB- 01-hintze-artificial 87 19 Schacter Schacter NNP 01-hintze-artificial 87 20 , , , 01-hintze-artificial 87 21 Chiu Chiu NNP 01-hintze-artificial 87 22 , , , 01-hintze-artificial 87 23 and and CC 01-hintze-artificial 87 24 Ochsner Ochsner NNP 01-hintze-artificial 87 25 1993 1993 CD 01-hintze-artificial 87 26 ) ) -RRB- 01-hintze-artificial 87 27 . . . 01-hintze-artificial 88 1 It -PRON- PRP 01-hintze-artificial 88 2 is be VBZ 01-hintze-artificial 88 3 generally generally RB 01-hintze-artificial 88 4 based base VBN 01-hintze-artificial 88 5 on on IN 01-hintze-artificial 88 6 the the DT 01-hintze-artificial 88 7 idea idea NN 01-hintze-artificial 88 8 that that IN 01-hintze-artificial 88 9 learning learn VBG 01-hintze-artificial 88 10 is be VBZ 01-hintze-artificial 88 11 a a DT 01-hintze-artificial 88 12 combination combination NN 01-hintze-artificial 88 13 of of IN 01-hintze-artificial 88 14 expectation expectation NN 01-hintze-artificial 88 15 , , , 01-hintze-artificial 88 16 observation observation NN 01-hintze-artificial 88 17 or or CC 01-hintze-artificial 88 18 action action NN 01-hintze-artificial 88 19 , , , 01-hintze-artificial 88 20 and and CC 01-hintze-artificial 88 21 internal internal JJ 01-hintze-artificial 88 22 model model NN 01-hintze-artificial 88 23 changes change NNS 01-hintze-artificial 88 24 . . . 01-hintze-artificial 89 1 For for IN 01-hintze-artificial 89 2 example example NN 01-hintze-artificial 89 3 , , , 01-hintze-artificial 89 4 a a DT 01-hintze-artificial 89 5 recovering recover VBG 01-hintze-artificial 89 6 hospital hospital NN 01-hintze-artificial 89 7 patient patient NN 01-hintze-artificial 89 8 who who WP 01-hintze-artificial 89 9 has have VBZ 01-hintze-artificial 89 10 suffered suffer VBN 01-hintze-artificial 89 11 a a DT 01-hintze-artificial 89 12 stroke stroke NN 01-hintze-artificial 89 13 is be VBZ 01-hintze-artificial 89 14 handed hand VBN 01-hintze-artificial 89 15 an an DT 01-hintze-artificial 89 16 apple apple NN 01-hintze-artificial 89 17 . . . 01-hintze-artificial 90 1 In in IN 01-hintze-artificial 90 2 this this DT 01-hintze-artificial 90 3 exchange exchange NN 01-hintze-artificial 90 4 , , , 01-hintze-artificial 90 5 the the DT 01-hintze-artificial 90 6 patient patient NN 01-hintze-artificial 90 7 forms form VBZ 01-hintze-artificial 90 8 an an DT 01-hintze-artificial 90 9 expectation expectation NN 01-hintze-artificial 90 10 of of IN 01-hintze-artificial 90 11 where where WRB 01-hintze-artificial 90 12 his -PRON- PRP$ 01-hintze-artificial 90 13 hand hand NN 01-hintze-artificial 90 14 will will MD 01-hintze-artificial 90 15 be be VB 01-hintze-artificial 90 16 to to TO 01-hintze-artificial 90 17 accept accept VB 01-hintze-artificial 90 18 the the DT 01-hintze-artificial 90 19 apple apple NN 01-hintze-artificial 90 20 . . . 01-hintze-artificial 91 1 He -PRON- PRP 01-hintze-artificial 91 2 en- en- RB 01-hintze-artificial 91 3 gages gage VBZ 01-hintze-artificial 91 4 his -PRON- PRP$ 01-hintze-artificial 91 5 muscles muscle NNS 01-hintze-artificial 91 6 to to TO 01-hintze-artificial 91 7 move move VB 01-hintze-artificial 91 8 his -PRON- PRP$ 01-hintze-artificial 91 9 forearm forearm NN 01-hintze-artificial 91 10 and and CC 01-hintze-artificial 91 11 hand hand NN 01-hintze-artificial 91 12 to to TO 01-hintze-artificial 91 13 accept accept VB 01-hintze-artificial 91 14 the the DT 01-hintze-artificial 91 15 apple apple NN 01-hintze-artificial 91 16 , , , 01-hintze-artificial 91 17 which which WDT 01-hintze-artificial 91 18 is be VBZ 01-hintze-artificial 91 19 his -PRON- PRP$ 01-hintze-artificial 91 20 action action NN 01-hintze-artificial 91 21 . . . 01-hintze-artificial 92 1 Then then RB 01-hintze-artificial 92 2 the the DT 01-hintze-artificial 92 3 patient patient NN 01-hintze-artificial 92 4 observes observe VBZ 01-hintze-artificial 92 5 that that IN 01-hintze-artificial 92 6 his -PRON- PRP$ 01-hintze-artificial 92 7 arm arm NN 01-hintze-artificial 92 8 did do VBD 01-hintze-artificial 92 9 not not RB 01-hintze-artificial 92 10 arrive arrive VB 01-hintze-artificial 92 11 at at IN 01-hintze-artificial 92 12 the the DT 01-hintze-artificial 92 13 correct correct JJ 01-hintze-artificial 92 14 position position NN 01-hintze-artificial 92 15 ( ( -LRB- 01-hintze-artificial 92 16 due due JJ 01-hintze-artificial 92 17 to to IN 01-hintze-artificial 92 18 neurological neurological JJ 01-hintze-artificial 92 19 damage damage NN 01-hintze-artificial 92 20 ) ) -RRB- 01-hintze-artificial 92 21 . . . 01-hintze-artificial 93 1 This this DT 01-hintze-artificial 93 2 discrepancy discrepancy NN 01-hintze-artificial 93 3 between between IN 01-hintze-artificial 93 4 expectation expectation NN 01-hintze-artificial 93 5 and and CC 01-hintze-artificial 93 6 action action NN 01-hintze-artificial 93 7 - - HYPH 01-hintze-artificial 93 8 outcome outcome NN 01-hintze-artificial 93 9 drives drive VBZ 01-hintze-artificial 93 10 internal internal JJ 01-hintze-artificial 93 11 changes change NNS 01-hintze-artificial 93 12 so so IN 01-hintze-artificial 93 13 that that IN 01-hintze-artificial 93 14 the the DT 01-hintze-artificial 93 15 patient patient NN 01-hintze-artificial 93 16 ’s ’s POS 01-hintze-artificial 93 17 brain brain NN 01-hintze-artificial 93 18 learns learn VBZ 01-hintze-artificial 93 19 how how WRB 01-hintze-artificial 93 20 to to TO 01-hintze-artificial 93 21 adequately adequately RB 01-hintze-artificial 93 22 control control VB 01-hintze-artificial 93 23 their -PRON- PRP$ 01-hintze-artificial 93 24 arm arm NN 01-hintze-artificial 93 25 . . . 01-hintze-artificial 94 1 Presumably presumably RB 01-hintze-artificial 94 2 , , , 01-hintze-artificial 94 3 everything everything NN 01-hintze-artificial 94 4 considered consider VBD 01-hintze-artificial 94 5 a a DT 01-hintze-artificial 94 6 skill skill NN 01-hintze-artificial 94 7 is be VBZ 01-hintze-artificial 94 8 based base VBN 01-hintze-artificial 94 9 on on IN 01-hintze-artificial 94 10 this this DT 01-hintze-artificial 94 11 process process NN 01-hintze-artificial 94 12 . . . 01-hintze-artificial 95 1 While while IN 01-hintze-artificial 95 2 very very RB 01-hintze-artificial 95 3 flexible flexible JJ 01-hintze-artificial 95 4 , , , 01-hintze-artificial 95 5 this this DT 01-hintze-artificial 95 6 form form NN 01-hintze-artificial 95 7 of of IN 01-hintze-artificial 95 8 memory memory NN 01-hintze-artificial 95 9 is be VBZ 01-hintze-artificial 95 10 not not RB 01-hintze-artificial 95 11 easily easily RB 01-hintze-artificial 95 12 communicated communicate VBN 01-hintze-artificial 95 13 nor nor CC 01-hintze-artificial 95 14 fast fast RB 01-hintze-artificial 95 15 to to TO 01-hintze-artificial 95 16 acquire acquire VB 01-hintze-artificial 95 17 . . . 01-hintze-artificial 96 1 For for IN 01-hintze-artificial 96 2 instance instance NN 01-hintze-artificial 96 3 , , , 01-hintze-artificial 96 4 while while IN 01-hintze-artificial 96 5 juggling juggling NN 01-hintze-artificial 96 6 can can MD 01-hintze-artificial 96 7 be be VB 01-hintze-artificial 96 8 described describe VBN 01-hintze-artificial 96 9 it -PRON- PRP 01-hintze-artificial 96 10 can can MD 01-hintze-artificial 96 11 not not RB 01-hintze-artificial 96 12 be be VB 01-hintze-artificial 96 13 communicated communicate VBN 01-hintze-artificial 96 14 in in IN 01-hintze-artificial 96 15 1There 1there CD 01-hintze-artificial 96 16 are be VBP 01-hintze-artificial 96 17 more more JJR 01-hintze-artificial 96 18 than than IN 01-hintze-artificial 96 19 these these DT 01-hintze-artificial 96 20 two two CD 01-hintze-artificial 96 21 mechanisms mechanism NNS 01-hintze-artificial 96 22 , , , 01-hintze-artificial 96 23 but but CC 01-hintze-artificial 96 24 these these DT 01-hintze-artificial 96 25 are be VBP 01-hintze-artificial 96 26 the the DT 01-hintze-artificial 96 27 two two CD 01-hintze-artificial 96 28 major major JJ 01-hintze-artificial 96 29 ones one NNS 01-hintze-artificial 96 30 . . . 01-hintze-artificial 97 1 Hintze Hintze NNP 01-hintze-artificial 97 2 and and CC 01-hintze-artificial 97 3 Schossau Schossau NNP 01-hintze-artificial 97 4 7 7 CD 01-hintze-artificial 97 5 such such PDT 01-hintze-artificial 97 6 a a DT 01-hintze-artificial 97 7 way way NN 01-hintze-artificial 97 8 that that WDT 01-hintze-artificial 97 9 it -PRON- PRP 01-hintze-artificial 97 10 enables enable VBZ 01-hintze-artificial 97 11 the the DT 01-hintze-artificial 97 12 recipient recipient NN 01-hintze-artificial 97 13 to to TO 01-hintze-artificial 97 14 juggle juggle NNP 01-hintze-artificial 97 15 without without IN 01-hintze-artificial 97 16 additional additional JJ 01-hintze-artificial 97 17 training training NN 01-hintze-artificial 97 18 . . . 01-hintze-artificial 98 1 This this DT 01-hintze-artificial 98 2 description description NN 01-hintze-artificial 98 3 of of IN 01-hintze-artificial 98 4 explicit explicit JJ 01-hintze-artificial 98 5 and and CC 01-hintze-artificial 98 6 implicit implicit JJ 01-hintze-artificial 98 7 learning learning NN 01-hintze-artificial 98 8 is be VBZ 01-hintze-artificial 98 9 an an DT 01-hintze-artificial 98 10 amalgamation amalgamation NN 01-hintze-artificial 98 11 of of IN 01-hintze-artificial 98 12 many many JJ 01-hintze-artificial 98 13 different different JJ 01-hintze-artificial 98 14 hy- hy- JJ 01-hintze-artificial 98 15 potheses pothese NNS 01-hintze-artificial 98 16 and and CC 01-hintze-artificial 98 17 observations observation NNS 01-hintze-artificial 98 18 . . . 01-hintze-artificial 99 1 Also also RB 01-hintze-artificial 99 2 , , , 01-hintze-artificial 99 3 these these DT 01-hintze-artificial 99 4 processes process NNS 01-hintze-artificial 99 5 are be VBP 01-hintze-artificial 99 6 not not RB 01-hintze-artificial 99 7 as as RB 01-hintze-artificial 99 8 well well RB 01-hintze-artificial 99 9 segregated segregate VBN 01-hintze-artificial 99 10 in in IN 01-hintze-artificial 99 11 practice practice NN 01-hintze-artificial 99 12 as as IN 01-hintze-artificial 99 13 outlined outline VBN 01-hintze-artificial 99 14 here here RB 01-hintze-artificial 99 15 . . . 01-hintze-artificial 100 1 What what WP 01-hintze-artificial 100 2 is be VBZ 01-hintze-artificial 100 3 important important JJ 01-hintze-artificial 100 4 is be VBZ 01-hintze-artificial 100 5 what what WP 01-hintze-artificial 100 6 these these DT 01-hintze-artificial 100 7 two two CD 01-hintze-artificial 100 8 learning learning NN 01-hintze-artificial 100 9 mechanisms mechanism NNS 01-hintze-artificial 100 10 are be VBP 01-hintze-artificial 100 11 based base VBN 01-hintze-artificial 100 12 on on IN 01-hintze-artificial 100 13 : : : 01-hintze-artificial 100 14 observations observation NNS 01-hintze-artificial 100 15 lead lead NN 01-hintze-artificial 100 16 to to IN 01-hintze-artificial 100 17 memory memory NN 01-hintze-artificial 100 18 , , , 01-hintze-artificial 100 19 and and CC 01-hintze-artificial 100 20 internal internal JJ 01-hintze-artificial 100 21 predictions prediction NNS 01-hintze-artificial 100 22 together together RB 01-hintze-artificial 100 23 with with IN 01-hintze-artificial 100 24 exploration exploration NN 01-hintze-artificial 100 25 lead lead NN 01-hintze-artificial 100 26 to to IN 01-hintze-artificial 100 27 improved improve VBN 01-hintze-artificial 100 28 models model NNS 01-hintze-artificial 100 29 about about IN 01-hintze-artificial 100 30 the the DT 01-hintze-artificial 100 31 world world NN 01-hintze-artificial 100 32 . . . 01-hintze-artificial 101 1 Lastly lastly RB 01-hintze-artificial 101 2 , , , 01-hintze-artificial 101 3 these these DT 01-hintze-artificial 101 4 learning learning NN 01-hintze-artificial 101 5 processes process NNS 01-hintze-artificial 101 6 only only RB 01-hintze-artificial 101 7 exist exist VBP 01-hintze-artificial 101 8 in in IN 01-hintze-artificial 101 9 organisms organism NNS 01-hintze-artificial 101 10 because because IN 01-hintze-artificial 101 11 they -PRON- PRP 01-hintze-artificial 101 12 previously previously RB 01-hintze-artificial 101 13 conferred confer VBD 01-hintze-artificial 101 14 an an DT 01-hintze-artificial 101 15 evolutionary evolutionary JJ 01-hintze-artificial 101 16 advantage advantage NN 01-hintze-artificial 101 17 : : : 01-hintze-artificial 101 18 Organisms organism NNS 01-hintze-artificial 101 19 that that WDT 01-hintze-artificial 101 20 could could MD 01-hintze-artificial 101 21 memorize memorize VB 01-hintze-artificial 101 22 and and CC 01-hintze-artificial 101 23 then then RB 01-hintze-artificial 101 24 act act VB 01-hintze-artificial 101 25 on on IN 01-hintze-artificial 101 26 those those DT 01-hintze-artificial 101 27 memories memory NNS 01-hintze-artificial 101 28 had have VBD 01-hintze-artificial 101 29 more more JJR 01-hintze-artificial 101 30 offspring offspring NN 01-hintze-artificial 101 31 than than IN 01-hintze-artificial 101 32 those those DT 01-hintze-artificial 101 33 that that WDT 01-hintze-artificial 101 34 did do VBD 01-hintze-artificial 101 35 not not RB 01-hintze-artificial 101 36 . . . 01-hintze-artificial 102 1 This this DT 01-hintze-artificial 102 2 interaction interaction NN 01-hintze-artificial 102 3 of of IN 01-hintze-artificial 102 4 learning learning NN 01-hintze-artificial 102 5 and and CC 01-hintze-artificial 102 6 evolution evolution NN 01-hintze-artificial 102 7 is be VBZ 01-hintze-artificial 102 8 called call VBN 01-hintze-artificial 102 9 the the DT 01-hintze-artificial 102 10 Baldwin Baldwin NNP 01-hintze-artificial 102 11 effect effect NN 01-hintze-artificial 102 12 ( ( -LRB- 01-hintze-artificial 102 13 Weber Weber NNP 01-hintze-artificial 102 14 and and CC 01-hintze-artificial 102 15 Depew Depew NNP 01-hintze-artificial 102 16 2003 2003 CD 01-hintze-artificial 102 17 ) ) -RRB- 01-hintze-artificial 102 18 . . . 01-hintze-artificial 103 1 Organisms organism NNS 01-hintze-artificial 103 2 that that WDT 01-hintze-artificial 103 3 could could MD 01-hintze-artificial 103 4 explore explore VB 01-hintze-artificial 103 5 the the DT 01-hintze-artificial 103 6 environment environment NN 01-hintze-artificial 103 7 , , , 01-hintze-artificial 103 8 make make VB 01-hintze-artificial 103 9 predictions prediction NNS 01-hintze-artificial 103 10 about about IN 01-hintze-artificial 103 11 it -PRON- PRP 01-hintze-artificial 103 12 , , , 01-hintze-artificial 103 13 and and CC 01-hintze-artificial 103 14 use use VB 01-hintze-artificial 103 15 observations observation NNS 01-hintze-artificial 103 16 to to TO 01-hintze-artificial 103 17 optimize optimize VB 01-hintze-artificial 103 18 their -PRON- PRP$ 01-hintze-artificial 103 19 internal internal JJ 01-hintze-artificial 103 20 models model NNS 01-hintze-artificial 103 21 were be VBD 01-hintze-artificial 103 22 similarly similarly RB 01-hintze-artificial 103 23 more more RBR 01-hintze-artificial 103 24 capable capable JJ 01-hintze-artificial 103 25 than than IN 01-hintze-artificial 103 26 organisms organism NNS 01-hintze-artificial 103 27 that that WDT 01-hintze-artificial 103 28 could could MD 01-hintze-artificial 103 29 not not RB 01-hintze-artificial 103 30 . . . 01-hintze-artificial 104 1 Machines machine NNS 01-hintze-artificial 104 2 do do VBP 01-hintze-artificial 104 3 not not RB 01-hintze-artificial 104 4 Learn learn VB 01-hintze-artificial 104 5 ; ; : 01-hintze-artificial 104 6 They -PRON- PRP 01-hintze-artificial 104 7 are be VBP 01-hintze-artificial 104 8 Trained train VBN 01-hintze-artificial 104 9 Now now RB 01-hintze-artificial 104 10 prepared prepared JJ 01-hintze-artificial 104 11 with with IN 01-hintze-artificial 104 12 a a DT 01-hintze-artificial 104 13 proper proper JJ 01-hintze-artificial 104 14 intuition intuition NN 01-hintze-artificial 104 15 about about IN 01-hintze-artificial 104 16 learning learning NN 01-hintze-artificial 104 17 , , , 01-hintze-artificial 104 18 we -PRON- PRP 01-hintze-artificial 104 19 can can MD 01-hintze-artificial 104 20 turn turn VB 01-hintze-artificial 104 21 our -PRON- PRP$ 01-hintze-artificial 104 22 attention attention NN 01-hintze-artificial 104 23 to to IN 01-hintze-artificial 104 24 machine machine NN 01-hintze-artificial 104 25 learning learning NN 01-hintze-artificial 104 26 . . . 01-hintze-artificial 105 1 After after RB 01-hintze-artificial 105 2 all all RB 01-hintze-artificial 105 3 , , , 01-hintze-artificial 105 4 our -PRON- PRP$ 01-hintze-artificial 105 5 intuitions intuition NNS 01-hintze-artificial 105 6 should should MD 01-hintze-artificial 105 7 be be VB 01-hintze-artificial 105 8 meaningful meaningful JJ 01-hintze-artificial 105 9 in in IN 01-hintze-artificial 105 10 the the DT 01-hintze-artificial 105 11 computational computational JJ 01-hintze-artificial 105 12 domain domain NN 01-hintze-artificial 105 13 as as RB 01-hintze-artificial 105 14 well well RB 01-hintze-artificial 105 15 , , , 01-hintze-artificial 105 16 because because IN 01-hintze-artificial 105 17 learning learning NN 01-hintze-artificial 105 18 always always RB 01-hintze-artificial 105 19 follows follow VBZ 01-hintze-artificial 105 20 the the DT 01-hintze-artificial 105 21 same same JJ 01-hintze-artificial 105 22 pattern pattern NN 01-hintze-artificial 105 23 . . . 01-hintze-artificial 106 1 One one PRP 01-hintze-artificial 106 2 might may MD 01-hintze-artificial 106 3 be be VB 01-hintze-artificial 106 4 disappointed disappoint VBN 01-hintze-artificial 106 5 when when WRB 01-hintze-artificial 106 6 looking look VBG 01-hintze-artificial 106 7 over over IN 01-hintze-artificial 106 8 the the DT 01-hintze-artificial 106 9 table table NN 01-hintze-artificial 106 10 of of IN 01-hintze-artificial 106 11 contents content NNS 01-hintze-artificial 106 12 of of IN 01-hintze-artificial 106 13 a a DT 01-hintze-artificial 106 14 machine machine NN 01-hintze-artificial 106 15 learning learn VBG 01-hintze-artificial 106 16 book book NN 01-hintze-artificial 106 17 and and CC 01-hintze-artificial 106 18 find find VBP 01-hintze-artificial 106 19 only only JJ 01-hintze-artificial 106 20 methods method NNS 01-hintze-artificial 106 21 for for IN 01-hintze-artificial 106 22 creating create VBG 01-hintze-artificial 106 23 static static JJ 01-hintze-artificial 106 24 trans- trans- NN 01-hintze-artificial 106 25 formation formation NN 01-hintze-artificial 106 26 functions function NNS 01-hintze-artificial 106 27 ( ( -LRB- 01-hintze-artificial 106 28 see see VB 01-hintze-artificial 106 29 Russell Russell NNP 01-hintze-artificial 106 30 and and CC 01-hintze-artificial 106 31 Norvig Norvig NNP 01-hintze-artificial 106 32 2016 2016 CD 01-hintze-artificial 106 33 , , , 01-hintze-artificial 106 34 one one CD 01-hintze-artificial 106 35 of of IN 01-hintze-artificial 106 36 the the DT 01-hintze-artificial 106 37 putative putative JJ 01-hintze-artificial 106 38 foundations foundation NNS 01-hintze-artificial 106 39 of of IN 01-hintze-artificial 106 40 machine machine NN 01-hintze-artificial 106 41 learning learning NN 01-hintze-artificial 106 42 and and CC 01-hintze-artificial 106 43 AI AI NNP 01-hintze-artificial 106 44 ) ) -RRB- 01-hintze-artificial 106 45 . . . 01-hintze-artificial 107 1 There there EX 01-hintze-artificial 107 2 will will MD 01-hintze-artificial 107 3 typically typically RB 01-hintze-artificial 107 4 be be VB 01-hintze-artificial 107 5 a a DT 01-hintze-artificial 107 6 distinction distinction NN 01-hintze-artificial 107 7 between between IN 01-hintze-artificial 107 8 supervised supervised JJ 01-hintze-artificial 107 9 and and CC 01-hintze-artificial 107 10 unsupervised unsupervise VBD 01-hintze-artificial 107 11 learn- learn- JJ 01-hintze-artificial 107 12 ing ing NN 01-hintze-artificial 107 13 , , , 01-hintze-artificial 107 14 between between IN 01-hintze-artificial 107 15 categorical categorical JJ 01-hintze-artificial 107 16 and and CC 01-hintze-artificial 107 17 continuous continuous JJ 01-hintze-artificial 107 18 data datum NNS 01-hintze-artificial 107 19 , , , 01-hintze-artificial 107 20 and and CC 01-hintze-artificial 107 21 maybe maybe RB 01-hintze-artificial 107 22 a a DT 01-hintze-artificial 107 23 section section NN 01-hintze-artificial 107 24 about about IN 01-hintze-artificial 107 25 other other JJ 01-hintze-artificial 107 26 “ " `` 01-hintze-artificial 107 27 smart smart JJ 01-hintze-artificial 107 28 ” " '' 01-hintze-artificial 107 29 algo- algo- JJ 01-hintze-artificial 107 30 rithms rithms NNP 01-hintze-artificial 107 31 . . . 01-hintze-artificial 108 1 You -PRON- PRP 01-hintze-artificial 108 2 will will MD 01-hintze-artificial 108 3 not not RB 01-hintze-artificial 108 4 find find VB 01-hintze-artificial 108 5 a a DT 01-hintze-artificial 108 6 discussion discussion NN 01-hintze-artificial 108 7 about about IN 01-hintze-artificial 108 8 implicit implicit JJ 01-hintze-artificial 108 9 and and CC 01-hintze-artificial 108 10 explicit explicit JJ 01-hintze-artificial 108 11 memory memory NN 01-hintze-artificial 108 12 , , , 01-hintze-artificial 108 13 let let VB 01-hintze-artificial 108 14 alone alone JJ 01-hintze-artificial 108 15 methods method NNS 01-hintze-artificial 108 16 for for IN 01-hintze-artificial 108 17 implementing implement VBG 01-hintze-artificial 108 18 these these DT 01-hintze-artificial 108 19 concepts concept NNS 01-hintze-artificial 108 20 . . . 01-hintze-artificial 109 1 So so CC 01-hintze-artificial 109 2 , , , 01-hintze-artificial 109 3 if if IN 01-hintze-artificial 109 4 these these DT 01-hintze-artificial 109 5 important important JJ 01-hintze-artificial 109 6 sections section NNS 01-hintze-artificial 109 7 in in IN 01-hintze-artificial 109 8 our -PRON- PRP$ 01-hintze-artificial 109 9 imaginary imaginary JJ 01-hintze-artificial 109 10 machine machine NN 01-hintze-artificial 109 11 learning learning NN 01-hintze-artificial 109 12 book book NN 01-hintze-artificial 109 13 do do VBP 01-hintze-artificial 109 14 not not RB 01-hintze-artificial 109 15 discuss discuss VB 01-hintze-artificial 109 16 the the DT 01-hintze-artificial 109 17 mechanisms mechanism NNS 01-hintze-artificial 109 18 of of IN 01-hintze-artificial 109 19 learning learning NN 01-hintze-artificial 109 20 , , , 01-hintze-artificial 109 21 then then RB 01-hintze-artificial 109 22 what what WP 01-hintze-artificial 109 23 are be VBP 01-hintze-artificial 109 24 they -PRON- PRP 01-hintze-artificial 109 25 discussing discuss VBG 01-hintze-artificial 109 26 ? ? . 01-hintze-artificial 110 1 Unsupervised unsupervise VBN 01-hintze-artificial 110 2 learning learning NN 01-hintze-artificial 110 3 describes describe VBZ 01-hintze-artificial 110 4 algorithms algorithm NNS 01-hintze-artificial 110 5 that that WDT 01-hintze-artificial 110 6 report report VBP 01-hintze-artificial 110 7 information information NN 01-hintze-artificial 110 8 based base VBN 01-hintze-artificial 110 9 on on IN 01-hintze-artificial 110 10 associations association NNS 01-hintze-artificial 110 11 within within IN 01-hintze-artificial 110 12 the the DT 01-hintze-artificial 110 13 data datum NNS 01-hintze-artificial 110 14 . . . 01-hintze-artificial 111 1 Clustering cluster VBG 01-hintze-artificial 111 2 algorithms algorithm NNS 01-hintze-artificial 111 3 are be VBP 01-hintze-artificial 111 4 a a DT 01-hintze-artificial 111 5 popular popular JJ 01-hintze-artificial 111 6 example example NN 01-hintze-artificial 111 7 of of IN 01-hintze-artificial 111 8 unsupervised unsupervised JJ 01-hintze-artificial 111 9 learning learning NN 01-hintze-artificial 111 10 . . . 01-hintze-artificial 112 1 These these DT 01-hintze-artificial 112 2 use use VBP 01-hintze-artificial 112 3 similarity similarity NN 01-hintze-artificial 112 4 between between IN 01-hintze-artificial 112 5 data datum NNS 01-hintze-artificial 112 6 points point NNS 01-hintze-artificial 112 7 to to TO 01-hintze-artificial 112 8 form form VB 01-hintze-artificial 112 9 and and CC 01-hintze-artificial 112 10 report report VB 01-hintze-artificial 112 11 on on IN 01-hintze-artificial 112 12 distinct distinct JJ 01-hintze-artificial 112 13 groups group NNS 01-hintze-artificial 112 14 of of IN 01-hintze-artificial 112 15 data datum NNS 01-hintze-artificial 112 16 . . . 01-hintze-artificial 113 1 Clustering cluster VBG 01-hintze-artificial 113 2 is be VBZ 01-hintze-artificial 113 3 a a DT 01-hintze-artificial 113 4 very very RB 01-hintze-artificial 113 5 important important JJ 01-hintze-artificial 113 6 method method NN 01-hintze-artificial 113 7 but but CC 01-hintze-artificial 113 8 is be VBZ 01-hintze-artificial 113 9 only only RB 01-hintze-artificial 113 10 a a DT 01-hintze-artificial 113 11 well well RB 01-hintze-artificial 113 12 - - HYPH 01-hintze-artificial 113 13 designed design VBN 01-hintze-artificial 113 14 algorithm algorithm NN 01-hintze-artificial 113 15 that that WDT 01-hintze-artificial 113 16 is be VBZ 01-hintze-artificial 113 17 not not RB 01-hintze-artificial 113 18 adaptive adaptive JJ 01-hintze-artificial 113 19 . . . 01-hintze-artificial 114 1 Supervised supervise VBN 01-hintze-artificial 114 2 learning learning NN 01-hintze-artificial 114 3 describes describe VBZ 01-hintze-artificial 114 4 algorithms algorithm NNS 01-hintze-artificial 114 5 that that WDT 01-hintze-artificial 114 6 refine refine VBP 01-hintze-artificial 114 7 a a DT 01-hintze-artificial 114 8 transformation transformation NN 01-hintze-artificial 114 9 function function NN 01-hintze-artificial 114 10 to to TO 01-hintze-artificial 114 11 convert convert VB 01-hintze-artificial 114 12 from from IN 01-hintze-artificial 114 13 a a DT 01-hintze-artificial 114 14 certain certain JJ 01-hintze-artificial 114 15 input input NN 01-hintze-artificial 114 16 to to IN 01-hintze-artificial 114 17 a a DT 01-hintze-artificial 114 18 certain certain JJ 01-hintze-artificial 114 19 output output NN 01-hintze-artificial 114 20 . . . 01-hintze-artificial 115 1 The the DT 01-hintze-artificial 115 2 idea idea NN 01-hintze-artificial 115 3 is be VBZ 01-hintze-artificial 115 4 to to TO 01-hintze-artificial 115 5 balance balance VB 01-hintze-artificial 115 6 specific specific JJ 01-hintze-artificial 115 7 and and CC 01-hintze-artificial 115 8 general general JJ 01-hintze-artificial 115 9 refining refining NN 01-hintze-artificial 115 10 such such JJ 01-hintze-artificial 115 11 that that IN 01-hintze-artificial 115 12 the the DT 01-hintze-artificial 115 13 transformation transformation NN 01-hintze-artificial 115 14 function function NN 01-hintze-artificial 115 15 correctly correctly RB 01-hintze-artificial 115 16 transforms transform VBZ 01-hintze-artificial 115 17 all all DT 01-hintze-artificial 115 18 known know VBN 01-hintze-artificial 115 19 examples example NNS 01-hintze-artificial 115 20 but but CC 01-hintze-artificial 115 21 generalizes generalize VBZ 01-hintze-artificial 115 22 enough enough RB 01-hintze-artificial 115 23 to to TO 01-hintze-artificial 115 24 work work VB 01-hintze-artificial 115 25 well well RB 01-hintze-artificial 115 26 on on IN 01-hintze-artificial 115 27 new new JJ 01-hintze-artificial 115 28 variations variation NNS 01-hintze-artificial 115 29 . . . 01-hintze-artificial 116 1 For for IN 01-hintze-artificial 116 2 example example NN 01-hintze-artificial 116 3 , , , 01-hintze-artificial 116 4 we -PRON- PRP 01-hintze-artificial 116 5 would would MD 01-hintze-artificial 116 6 like like VB 01-hintze-artificial 116 7 the the DT 01-hintze-artificial 116 8 machine machine NN 01-hintze-artificial 116 9 to to TO 01-hintze-artificial 116 10 transform transform VB 01-hintze-artificial 116 11 image image NN 01-hintze-artificial 116 12 data datum NNS 01-hintze-artificial 116 13 into into IN 01-hintze-artificial 116 14 textual textual JJ 01-hintze-artificial 116 15 labels label NNS 01-hintze-artificial 116 16 , , , 01-hintze-artificial 116 17 such such JJ 01-hintze-artificial 116 18 as as IN 01-hintze-artificial 116 19 “ " `` 01-hintze-artificial 116 20 house house NN 01-hintze-artificial 116 21 ” " '' 01-hintze-artificial 116 22 or or CC 01-hintze-artificial 116 23 “ " `` 01-hintze-artificial 116 24 car car NN 01-hintze-artificial 116 25 . . . 01-hintze-artificial 116 26 ” " '' 01-hintze-artificial 116 27 The the DT 01-hintze-artificial 116 28 input input NN 01-hintze-artificial 116 29 is be VBZ 01-hintze-artificial 116 30 an an DT 01-hintze-artificial 116 31 image image NN 01-hintze-artificial 116 32 and and CC 01-hintze-artificial 116 33 the the DT 01-hintze-artificial 116 34 output output NN 01-hintze-artificial 116 35 is be VBZ 01-hintze-artificial 116 36 a a DT 01-hintze-artificial 116 37 label label NN 01-hintze-artificial 116 38 . . . 01-hintze-artificial 117 1 The the DT 01-hintze-artificial 117 2 input input NN 01-hintze-artificial 117 3 image image NN 01-hintze-artificial 117 4 data datum NNS 01-hintze-artificial 117 5 are be VBP 01-hintze-artificial 117 6 provided provide VBN 01-hintze-artificial 117 7 to to IN 01-hintze-artificial 117 8 the the DT 01-hintze-artificial 117 9 machine machine NN 01-hintze-artificial 117 10 , , , 01-hintze-artificial 117 11 and and CC 01-hintze-artificial 117 12 small small JJ 01-hintze-artificial 117 13 adjustments adjustment NNS 01-hintze-artificial 117 14 to to IN 01-hintze-artificial 117 15 the the DT 01-hintze-artificial 117 16 machine machine NN 01-hintze-artificial 117 17 ’s ’s POS 01-hintze-artificial 117 18 function function NN 01-hintze-artificial 117 19 are be VBP 01-hintze-artificial 117 20 made make VBN 01-hintze-artificial 117 21 depending depend VBG 01-hintze-artificial 117 22 on on IN 01-hintze-artificial 117 23 how how WRB 01-hintze-artificial 117 24 well well RB 01-hintze-artificial 117 25 it -PRON- PRP 01-hintze-artificial 117 26 provided provide VBD 01-hintze-artificial 117 27 the the DT 01-hintze-artificial 117 28 correct correct JJ 01-hintze-artificial 117 29 output output NN 01-hintze-artificial 117 30 . . . 01-hintze-artificial 118 1 Many many JJ 01-hintze-artificial 118 2 iterations iteration NNS 01-hintze-artificial 118 3 later later RB 01-hintze-artificial 118 4 ideally ideally RB 01-hintze-artificial 118 5 will will MD 01-hintze-artificial 118 6 result result VB 01-hintze-artificial 118 7 in in IN 01-hintze-artificial 118 8 a a DT 01-hintze-artificial 118 9 machine machine NN 01-hintze-artificial 118 10 that that WDT 01-hintze-artificial 118 11 can can MD 01-hintze-artificial 118 12 transform transform VB 01-hintze-artificial 118 13 all all DT 01-hintze-artificial 118 14 image image NN 01-hintze-artificial 118 15 data datum NNS 01-hintze-artificial 118 16 to to TO 01-hintze-artificial 118 17 correct correct VB 01-hintze-artificial 118 18 labels label NNS 01-hintze-artificial 118 19 , , , 01-hintze-artificial 118 20 and and CC 01-hintze-artificial 118 21 even even RB 01-hintze-artificial 118 22 operate operate VBP 01-hintze-artificial 118 23 correctly correctly RB 01-hintze-artificial 118 24 on on IN 01-hintze-artificial 118 25 new new JJ 01-hintze-artificial 118 26 variations variation NNS 01-hintze-artificial 118 27 of of IN 01-hintze-artificial 118 28 images image NNS 01-hintze-artificial 118 29 not not RB 01-hintze-artificial 118 30 provided provide VBN 01-hintze-artificial 118 31 before before RB 01-hintze-artificial 118 32 . . . 01-hintze-artificial 119 1 Supervised supervise VBN 01-hintze-artificial 119 2 learning learning NN 01-hintze-artificial 119 3 is be VBZ 01-hintze-artificial 119 4 extremely extremely RB 01-hintze-artificial 119 5 powerful powerful JJ 01-hintze-artificial 119 6 and and CC 01-hintze-artificial 119 7 is be VBZ 01-hintze-artificial 119 8 yet yet RB 01-hintze-artificial 119 9 to to TO 01-hintze-artificial 119 10 be be VB 01-hintze-artificial 119 11 fully fully RB 01-hintze-artificial 119 12 explored explore VBN 01-hintze-artificial 119 13 . . . 01-hintze-artificial 120 1 However however RB 01-hintze-artificial 120 2 , , , 01-hintze-artificial 120 3 supervised supervise VBN 01-hintze-artificial 120 4 learning learning NN 01-hintze-artificial 120 5 is be VBZ 01-hintze-artificial 120 6 quite quite RB 01-hintze-artificial 120 7 dissimilar dissimilar JJ 01-hintze-artificial 120 8 to to IN 01-hintze-artificial 120 9 actual actual JJ 01-hintze-artificial 120 10 learning learning NN 01-hintze-artificial 120 11 . . . 01-hintze-artificial 121 1 A a DT 01-hintze-artificial 121 2 common common JJ 01-hintze-artificial 121 3 argument argument NN 01-hintze-artificial 121 4 is be VBZ 01-hintze-artificial 121 5 that that IN 01-hintze-artificial 121 6 supervised supervise VBN 01-hintze-artificial 121 7 learning learning NN 01-hintze-artificial 121 8 uses use VBZ 01-hintze-artificial 121 9 feedback feedback NN 01-hintze-artificial 121 10 in in IN 01-hintze-artificial 121 11 a a DT 01-hintze-artificial 121 12 “ " `` 01-hintze-artificial 121 13 student student NN 01-hintze-artificial 121 14 - - HYPH 01-hintze-artificial 121 15 teacher teacher NN 01-hintze-artificial 121 16 ” " '' 01-hintze-artificial 121 17 paradigm paradigm NN 01-hintze-artificial 121 18 of of IN 01-hintze-artificial 121 19 making make VBG 01-hintze-artificial 121 20 changes change NNS 01-hintze-artificial 121 21 with with IN 01-hintze-artificial 121 22 feedback feedback NN 01-hintze-artificial 121 23 until until IN 01-hintze-artificial 121 24 proper proper JJ 01-hintze-artificial 121 25 behavior behavior NN 01-hintze-artificial 121 26 is be VBZ 01-hintze-artificial 121 27 achieved achieve VBN 01-hintze-artificial 121 28 , , , 01-hintze-artificial 121 29 so so IN 01-hintze-artificial 121 30 it -PRON- PRP 01-hintze-artificial 121 31 could could MD 01-hintze-artificial 121 32 be be VB 01-hintze-artificial 121 33 considered consider VBN 01-hintze-artificial 121 34 learning learn VBG 01-hintze-artificial 121 35 . . . 01-hintze-artificial 122 1 But but CC 01-hintze-artificial 122 2 this this DT 01-hintze-artificial 122 3 feedback feedback NN 01-hintze-artificial 122 4 is be VBZ 01-hintze-artificial 122 5 external external JJ 01-hintze-artificial 122 6 , , , 01-hintze-artificial 122 7 objective objective JJ 01-hintze-artificial 122 8 , , , 01-hintze-artificial 122 9 and and CC 01-hintze-artificial 122 10 not not RB 01-hintze-artificial 122 11 at at RB 01-hintze-artificial 122 12 all all RB 01-hintze-artificial 122 13 similar similar JJ 01-hintze-artificial 122 14 to to IN 01-hintze-artificial 122 15 our -PRON- PRP$ 01-hintze-artificial 122 16 prediction prediction NN 01-hintze-artificial 122 17 and and CC 01-hintze-artificial 122 18 com- com- NN 01-hintze-artificial 122 19 parison parison NN 01-hintze-artificial 122 20 model model NN 01-hintze-artificial 122 21 that that WDT 01-hintze-artificial 122 22 , , , 01-hintze-artificial 122 23 for for IN 01-hintze-artificial 122 24 instance instance NN 01-hintze-artificial 122 25 , , , 01-hintze-artificial 122 26 operates operate VBZ 01-hintze-artificial 122 27 without without IN 01-hintze-artificial 122 28 an an DT 01-hintze-artificial 122 29 all all RB 01-hintze-artificial 122 30 - - HYPH 01-hintze-artificial 122 31 knowing know VBG 01-hintze-artificial 122 32 oracle oracle NN 01-hintze-artificial 122 33 whispering whisper VBG 01-hintze-artificial 122 34 “ " `` 01-hintze-artificial 122 35 good good JJ 01-hintze-artificial 122 36 ” " '' 01-hintze-artificial 122 37 or or CC 01-hintze-artificial 122 38 “ " `` 01-hintze-artificial 122 39 bad bad JJ 01-hintze-artificial 122 40 ” " '' 01-hintze-artificial 122 41 into into IN 01-hintze-artificial 122 42 our -PRON- PRP$ 01-hintze-artificial 122 43 ears ear NNS 01-hintze-artificial 122 44 . . . 01-hintze-artificial 123 1 Humans human NNS 01-hintze-artificial 123 2 and and CC 01-hintze-artificial 123 3 other other JJ 01-hintze-artificial 123 4 organisms organism NNS 01-hintze-artificial 123 5 instead instead RB 01-hintze-artificial 123 6 compare compare VBP 01-hintze-artificial 123 7 predictions prediction NNS 01-hintze-artificial 123 8 with with IN 01-hintze-artificial 123 9 outcomes outcome NNS 01-hintze-artificial 123 10 , , , 01-hintze-artificial 123 11 and and CC 01-hintze-artificial 123 12 the the DT 01-hintze-artificial 123 13 choices choice NNS 01-hintze-artificial 123 14 are be VBP 01-hintze-artificial 123 15 driven drive VBN 01-hintze-artificial 123 16 by by IN 01-hintze-artificial 123 17 an an DT 01-hintze-artificial 123 18 intersection intersection NN 01-hintze-artificial 123 19 of of IN 01-hintze-artificial 123 20 desire desire NN 01-hintze-artificial 123 21 and and CC 01-hintze-artificial 123 22 prediction prediction NN 01-hintze-artificial 123 23 . . . 01-hintze-artificial 124 1 What what WP 01-hintze-artificial 124 2 seems seem VBZ 01-hintze-artificial 124 3 astonishing astonishing JJ 01-hintze-artificial 124 4 is be VBZ 01-hintze-artificial 124 5 the the DT 01-hintze-artificial 124 6 diverse diverse JJ 01-hintze-artificial 124 7 and and CC 01-hintze-artificial 124 8 specialized specialized JJ 01-hintze-artificial 124 9 capabilities capability NNS 01-hintze-artificial 124 10 that that IN 01-hintze-artificial 124 11 these these DT 01-hintze-artificial 124 12 two two CD 01-hintze-artificial 124 13 rather rather RB 01-hintze-artificial 124 14 simple simple JJ 01-hintze-artificial 124 15 types type NNS 01-hintze-artificial 124 16 of of IN 01-hintze-artificial 124 17 computation computation NN 01-hintze-artificial 124 18 , , , 01-hintze-artificial 124 19 clustering clustering NN 01-hintze-artificial 124 20 and and CC 01-hintze-artificial 124 21 classification classification NN 01-hintze-artificial 124 22 , , , 01-hintze-artificial 124 23 can can MD 01-hintze-artificial 124 24 produce produce VB 01-hintze-artificial 124 25 . . . 01-hintze-artificial 125 1 Their -PRON- PRP$ 01-hintze-artificial 125 2 economic economic JJ 01-hintze-artificial 125 3 impact impact NN 01-hintze-artificial 125 4 is be VBZ 01-hintze-artificial 125 5 enor- enor- IN 01-hintze-artificial 125 6 8 8 CD 01-hintze-artificial 125 7 Machine Machine NNP 01-hintze-artificial 125 8 Learning Learning NNP 01-hintze-artificial 125 9 , , , 01-hintze-artificial 125 10 Libraries Libraries NNPS 01-hintze-artificial 125 11 , , , 01-hintze-artificial 125 12 and and CC 01-hintze-artificial 125 13 Cross Cross NNP 01-hintze-artificial 125 14 - - NNP 01-hintze-artificial 125 15 Disciplinary Disciplinary NNP 01-hintze-artificial 125 16 ResearchǔChapter ResearchǔChapter NNP 01-hintze-artificial 125 17 1 1 CD 01-hintze-artificial 125 18 mous mous JJ 01-hintze-artificial 125 19 , , , 01-hintze-artificial 125 20 and and CC 01-hintze-artificial 125 21 we -PRON- PRP 01-hintze-artificial 125 22 are be VBP 01-hintze-artificial 125 23 still still RB 01-hintze-artificial 125 24 finding find VBG 01-hintze-artificial 125 25 new new JJ 01-hintze-artificial 125 26 ways way NNS 01-hintze-artificial 125 27 to to TO 01-hintze-artificial 125 28 combine combine VB 01-hintze-artificial 125 29 neural neural JJ 01-hintze-artificial 125 30 networks network NNS 01-hintze-artificial 125 31 and and CC 01-hintze-artificial 125 32 exploit exploit VB 01-hintze-artificial 125 33 deep deep JJ 01-hintze-artificial 125 34 learning learning NN 01-hintze-artificial 125 35 techniques technique NNS 01-hintze-artificial 125 36 to to TO 01-hintze-artificial 125 37 create create VB 01-hintze-artificial 125 38 amazing amazing JJ 01-hintze-artificial 125 39 data data NN 01-hintze-artificial 125 40 transformations transformation NNS 01-hintze-artificial 125 41 , , , 01-hintze-artificial 125 42 such such JJ 01-hintze-artificial 125 43 as as IN 01-hintze-artificial 125 44 deep deep JJ 01-hintze-artificial 125 45 fake fake JJ 01-hintze-artificial 125 46 videos video NNS 01-hintze-artificial 125 47 . . . 01-hintze-artificial 126 1 But but CC 01-hintze-artificial 126 2 so so RB 01-hintze-artificial 126 3 far far RB 01-hintze-artificial 126 4 , , , 01-hintze-artificial 126 5 each each DT 01-hintze-artificial 126 6 as- as- IN 01-hintze-artificial 126 7 tounding tounde VBG 01-hintze-artificial 126 8 example example NN 01-hintze-artificial 126 9 of of IN 01-hintze-artificial 126 10 AI AI NNP 01-hintze-artificial 126 11 , , , 01-hintze-artificial 126 12 through through IN 01-hintze-artificial 126 13 machine machine NN 01-hintze-artificial 126 14 learning learning NN 01-hintze-artificial 126 15 or or CC 01-hintze-artificial 126 16 some some DT 01-hintze-artificial 126 17 other other JJ 01-hintze-artificial 126 18 method method NN 01-hintze-artificial 126 19 , , , 01-hintze-artificial 126 20 is be VBZ 01-hintze-artificial 126 21 not not RB 01-hintze-artificial 126 22 showcasing showcase VBG 01-hintze-artificial 126 23 all all PDT 01-hintze-artificial 126 24 these these DT 01-hintze-artificial 126 25 capabilities capability NNS 01-hintze-artificial 126 26 as as IN 01-hintze-artificial 126 27 one one CD 01-hintze-artificial 126 28 machine machine NN 01-hintze-artificial 126 29 , , , 01-hintze-artificial 126 30 but but CC 01-hintze-artificial 126 31 instead instead RB 01-hintze-artificial 126 32 each each DT 01-hintze-artificial 126 33 as as IN 01-hintze-artificial 126 34 an an DT 01-hintze-artificial 126 35 independently independently RB 01-hintze-artificial 126 36 achieved achieve VBN 01-hintze-artificial 126 37 computational computational JJ 01-hintze-artificial 126 38 marvel marvel NN 01-hintze-artificial 126 39 . . . 01-hintze-artificial 127 1 Each each DT 01-hintze-artificial 127 2 of of IN 01-hintze-artificial 127 3 these these DT 01-hintze-artificial 127 4 examples example NNS 01-hintze-artificial 127 5 does do VBZ 01-hintze-artificial 127 6 only only RB 01-hintze-artificial 127 7 exactly exactly RB 01-hintze-artificial 127 8 what what WP 01-hintze-artificial 127 9 it -PRON- PRP 01-hintze-artificial 127 10 was be VBD 01-hintze-artificial 127 11 trained train VBN 01-hintze-artificial 127 12 to to TO 01-hintze-artificial 127 13 do do VB 01-hintze-artificial 127 14 in in IN 01-hintze-artificial 127 15 a a DT 01-hintze-artificial 127 16 narrow narrow JJ 01-hintze-artificial 127 17 domain domain NN 01-hintze-artificial 127 18 and and CC 01-hintze-artificial 127 19 no no RB 01-hintze-artificial 127 20 more more JJR 01-hintze-artificial 127 21 . . . 01-hintze-artificial 128 1 Siri Siri NNP 01-hintze-artificial 128 2 , , , 01-hintze-artificial 128 3 or or CC 01-hintze-artificial 128 4 any any DT 01-hintze-artificial 128 5 other other JJ 01-hintze-artificial 128 6 voice voice NN 01-hintze-artificial 128 7 assistant assistant NN 01-hintze-artificial 128 8 for for IN 01-hintze-artificial 128 9 that that DT 01-hintze-artificial 128 10 matter matter NN 01-hintze-artificial 128 11 , , , 01-hintze-artificial 128 12 does do VBZ 01-hintze-artificial 128 13 not not RB 01-hintze-artificial 128 14 drive drive VB 01-hintze-artificial 128 15 a a DT 01-hintze-artificial 128 16 car car NN 01-hintze-artificial 128 17 ( ( -LRB- 01-hintze-artificial 128 18 López López NNP 01-hintze-artificial 128 19 , , , 01-hintze-artificial 128 20 Que- Que- NNP 01-hintze-artificial 128 21 sada sada NN 01-hintze-artificial 128 22 , , , 01-hintze-artificial 128 23 and and CC 01-hintze-artificial 128 24 Guerrero Guerrero NNP 01-hintze-artificial 128 25 2017 2017 CD 01-hintze-artificial 128 26 ) ) -RRB- 01-hintze-artificial 128 27 , , , 01-hintze-artificial 128 28 Watson Watson NNP 01-hintze-artificial 128 29 does do VBZ 01-hintze-artificial 128 30 not not RB 01-hintze-artificial 128 31 play play VB 01-hintze-artificial 128 32 chess chess NN 01-hintze-artificial 128 33 ( ( -LRB- 01-hintze-artificial 128 34 Ferrucci Ferrucci NNP 01-hintze-artificial 128 35 et et FW 01-hintze-artificial 128 36 al al NNP 01-hintze-artificial 128 37 . . . 01-hintze-artificial 129 1 2013 2013 CD 01-hintze-artificial 129 2 ) ) -RRB- 01-hintze-artificial 129 3 , , , 01-hintze-artificial 129 4 and and CC 01-hintze-artificial 129 5 Google Google NNP 01-hintze-artificial 129 6 Alpha Alpha NNP 01-hintze-artificial 129 7 Go Go NNP 01-hintze-artificial 129 8 can can MD 01-hintze-artificial 129 9 not not RB 01-hintze-artificial 129 10 understand understand VB 01-hintze-artificial 129 11 spoken spoken JJ 01-hintze-artificial 129 12 language language NN 01-hintze-artificial 129 13 ( ( -LRB- 01-hintze-artificial 129 14 Gibney Gibney NNP 01-hintze-artificial 129 15 2016 2016 CD 01-hintze-artificial 129 16 ) ) -RRB- 01-hintze-artificial 129 17 . . . 01-hintze-artificial 130 1 Even even RB 01-hintze-artificial 130 2 hybrid hybrid JJ 01-hintze-artificial 130 3 approaches approach NNS 01-hintze-artificial 130 4 , , , 01-hintze-artificial 130 5 such such JJ 01-hintze-artificial 130 6 as as IN 01-hintze-artificial 130 7 com- com- NN 01-hintze-artificial 130 8 bining bining NN 01-hintze-artificial 130 9 speech speech NN 01-hintze-artificial 130 10 recognition recognition NN 01-hintze-artificial 130 11 , , , 01-hintze-artificial 130 12 chess chess NN 01-hintze-artificial 130 13 playing playing NN 01-hintze-artificial 130 14 , , , 01-hintze-artificial 130 15 and and CC 01-hintze-artificial 130 16 autonomous autonomous JJ 01-hintze-artificial 130 17 driving driving NN 01-hintze-artificial 130 18 , , , 01-hintze-artificial 130 19 would would MD 01-hintze-artificial 130 20 only only RB 01-hintze-artificial 130 21 be be VB 01-hintze-artificial 130 22 a a DT 01-hintze-artificial 130 23 combination combination NN 01-hintze-artificial 130 24 of of IN 01-hintze-artificial 130 25 specialty specialty NN 01-hintze-artificial 130 26 strategies strategy NNS 01-hintze-artificial 130 27 , , , 01-hintze-artificial 130 28 not not RB 01-hintze-artificial 130 29 a a DT 01-hintze-artificial 130 30 trained train VBN 01-hintze-artificial 130 31 entity entity NN 01-hintze-artificial 130 32 from from IN 01-hintze-artificial 130 33 the the DT 01-hintze-artificial 130 34 ground ground NN 01-hintze-artificial 130 35 up up RP 01-hintze-artificial 130 36 . . . 01-hintze-artificial 131 1 Modern modern JJ 01-hintze-artificial 131 2 machine machine NN 01-hintze-artificial 131 3 learning learning NN 01-hintze-artificial 131 4 gives give VBZ 01-hintze-artificial 131 5 us -PRON- PRP 01-hintze-artificial 131 6 an an DT 01-hintze-artificial 131 7 amazing amazing JJ 01-hintze-artificial 131 8 collection collection NN 01-hintze-artificial 131 9 of of IN 01-hintze-artificial 131 10 very very RB 01-hintze-artificial 131 11 applicable applicable JJ 01-hintze-artificial 131 12 , , , 01-hintze-artificial 131 13 but but CC 01-hintze-artificial 131 14 extremely extremely RB 01-hintze-artificial 131 15 specialized specialized JJ 01-hintze-artificial 131 16 , , , 01-hintze-artificial 131 17 computational computational JJ 01-hintze-artificial 131 18 tools tool NNS 01-hintze-artificial 131 19 that that WDT 01-hintze-artificial 131 20 may may MD 01-hintze-artificial 131 21 be be VB 01-hintze-artificial 131 22 customized customize VBN 01-hintze-artificial 131 23 to to IN 01-hintze-artificial 131 24 particular particular JJ 01-hintze-artificial 131 25 data data NN 01-hintze-artificial 131 26 sets set NNS 01-hintze-artificial 131 27 , , , 01-hintze-artificial 131 28 but but CC 01-hintze-artificial 131 29 the the DT 01-hintze-artificial 131 30 resulting result VBG 01-hintze-artificial 131 31 machines machine NNS 01-hintze-artificial 131 32 do do VBP 01-hintze-artificial 131 33 not not RB 01-hintze-artificial 131 34 learn learn VB 01-hintze-artificial 131 35 autonomously autonomously RB 01-hintze-artificial 131 36 as as IN 01-hintze-artificial 131 37 you -PRON- PRP 01-hintze-artificial 131 38 or or CC 01-hintze-artificial 131 39 I -PRON- PRP 01-hintze-artificial 131 40 do do VBP 01-hintze-artificial 131 41 . . . 01-hintze-artificial 132 1 There there EX 01-hintze-artificial 132 2 are be VBP 01-hintze-artificial 132 3 cutting cut VBG 01-hintze-artificial 132 4 edge edge NN 01-hintze-artificial 132 5 technologies technology NNS 01-hintze-artificial 132 6 , , , 01-hintze-artificial 132 7 such such JJ 01-hintze-artificial 132 8 as as IN 01-hintze-artificial 132 9 so so RB 01-hintze-artificial 132 10 - - HYPH 01-hintze-artificial 132 11 called call VBN 01-hintze-artificial 132 12 neuromorphic neuromorphic JJ 01-hintze-artificial 132 13 chips chip NNS 01-hintze-artificial 132 14 ( ( -LRB- 01-hintze-artificial 132 15 Nawrocki Nawrocki NNP 01-hintze-artificial 132 16 , , , 01-hintze-artificial 132 17 Voyles Voyles NNP 01-hintze-artificial 132 18 , , , 01-hintze-artificial 132 19 and and CC 01-hintze-artificial 132 20 Shaheen Shaheen NNP 01-hintze-artificial 132 21 2016 2016 CD 01-hintze-artificial 132 22 ) ) -RRB- 01-hintze-artificial 132 23 and and CC 01-hintze-artificial 132 24 other other JJ 01-hintze-artificial 132 25 computational computational JJ 01-hintze-artificial 132 26 brain brain NN 01-hintze-artificial 132 27 models model NNS 01-hintze-artificial 132 28 that that WDT 01-hintze-artificial 132 29 more more RBR 01-hintze-artificial 132 30 closely closely RB 01-hintze-artificial 132 31 mimic mimic JJ 01-hintze-artificial 132 32 brain brain NN 01-hintze-artificial 132 33 function function NN 01-hintze-artificial 132 34 , , , 01-hintze-artificial 132 35 but but CC 01-hintze-artificial 132 36 they -PRON- PRP 01-hintze-artificial 132 37 are be VBP 01-hintze-artificial 132 38 not not RB 01-hintze-artificial 132 39 what what WP 01-hintze-artificial 132 40 has have VBZ 01-hintze-artificial 132 41 been be VBN 01-hintze-artificial 132 42 sensation- sensation- NN 01-hintze-artificial 132 43 alized alize VBN 01-hintze-artificial 132 44 in in IN 01-hintze-artificial 132 45 the the DT 01-hintze-artificial 132 46 media medium NNS 01-hintze-artificial 132 47 as as IN 01-hintze-artificial 132 48 machine machine NN 01-hintze-artificial 132 49 learning learning NN 01-hintze-artificial 132 50 or or CC 01-hintze-artificial 132 51 AI AI NNP 01-hintze-artificial 132 52 , , , 01-hintze-artificial 132 53 and and CC 01-hintze-artificial 132 54 they -PRON- PRP 01-hintze-artificial 132 55 have have VBP 01-hintze-artificial 132 56 yet yet RB 01-hintze-artificial 132 57 to to TO 01-hintze-artificial 132 58 showcase showcase VB 01-hintze-artificial 132 59 competence competence NN 01-hintze-artificial 132 60 on on IN 01-hintze-artificial 132 61 difficult difficult JJ 01-hintze-artificial 132 62 problems problem NNS 01-hintze-artificial 132 63 competitive competitive JJ 01-hintze-artificial 132 64 with with IN 01-hintze-artificial 132 65 standard standard JJ 01-hintze-artificial 132 66 supervised supervise VBN 01-hintze-artificial 132 67 learning learning NN 01-hintze-artificial 132 68 . . . 01-hintze-artificial 133 1 Curiously curiously RB 01-hintze-artificial 133 2 , , , 01-hintze-artificial 133 3 many many JJ 01-hintze-artificial 133 4 people people NNS 01-hintze-artificial 133 5 in in IN 01-hintze-artificial 133 6 the the DT 01-hintze-artificial 133 7 machine machine NN 01-hintze-artificial 133 8 learning learning NN 01-hintze-artificial 133 9 community community NN 01-hintze-artificial 133 10 defend defend VBP 01-hintze-artificial 133 11 the the DT 01-hintze-artificial 133 12 term term NN 01-hintze-artificial 133 13 “ " `` 01-hintze-artificial 133 14 learning learning NN 01-hintze-artificial 133 15 , , , 01-hintze-artificial 133 16 ” " '' 01-hintze-artificial 133 17 ar- ar- XX 01-hintze-artificial 133 18 guing gue VBG 01-hintze-artificial 133 19 there there EX 01-hintze-artificial 133 20 is be VBZ 01-hintze-artificial 133 21 no no DT 01-hintze-artificial 133 22 difference difference NN 01-hintze-artificial 133 23 between between IN 01-hintze-artificial 133 24 learning learning NN 01-hintze-artificial 133 25 and and CC 01-hintze-artificial 133 26 training training NN 01-hintze-artificial 133 27 . . . 01-hintze-artificial 134 1 In in IN 01-hintze-artificial 134 2 traditional traditional JJ 01-hintze-artificial 134 3 machine machine NN 01-hintze-artificial 134 4 learning learning NN 01-hintze-artificial 134 5 , , , 01-hintze-artificial 134 6 the the DT 01-hintze-artificial 134 7 trained trained JJ 01-hintze-artificial 134 8 algorithm algorithm NNP 01-hintze-artificial 134 9 is be VBZ 01-hintze-artificial 134 10 deployed deploy VBN 01-hintze-artificial 134 11 as as IN 01-hintze-artificial 134 12 a a DT 01-hintze-artificial 134 13 service service NN 01-hintze-artificial 134 14 after after IN 01-hintze-artificial 134 15 which which WDT 01-hintze-artificial 134 16 it -PRON- PRP 01-hintze-artificial 134 17 no no RB 01-hintze-artificial 134 18 longer long RBR 01-hintze-artificial 134 19 improves improve VBZ 01-hintze-artificial 134 20 . . . 01-hintze-artificial 135 1 If if IN 01-hintze-artificial 135 2 the the DT 01-hintze-artificial 135 3 data datum NNS 01-hintze-artificial 135 4 set set VBD 01-hintze-artificial 135 5 ever ever RB 01-hintze-artificial 135 6 changes change NNS 01-hintze-artificial 135 7 , , , 01-hintze-artificial 135 8 then then RB 01-hintze-artificial 135 9 a a DT 01-hintze-artificial 135 10 new new JJ 01-hintze-artificial 135 11 training training NN 01-hintze-artificial 135 12 set set NN 01-hintze-artificial 135 13 including include VBG 01-hintze-artificial 135 14 correct correct JJ 01-hintze-artificial 135 15 labels label NNS 01-hintze-artificial 135 16 needs need VBZ 01-hintze-artificial 135 17 to to TO 01-hintze-artificial 135 18 be be VB 01-hintze-artificial 135 19 generated generate VBN 01-hintze-artificial 135 20 and and CC 01-hintze-artificial 135 21 a a DT 01-hintze-artificial 135 22 new new JJ 01-hintze-artificial 135 23 train- train- JJ 01-hintze-artificial 135 24 ing ing NN 01-hintze-artificial 135 25 phase phase NN 01-hintze-artificial 135 26 initiated initiate VBD 01-hintze-artificial 135 27 . . . 01-hintze-artificial 136 1 However however RB 01-hintze-artificial 136 2 , , , 01-hintze-artificial 136 3 if if IN 01-hintze-artificial 136 4 the the DT 01-hintze-artificial 136 5 teacher teacher NN 01-hintze-artificial 136 6 can can MD 01-hintze-artificial 136 7 be be VB 01-hintze-artificial 136 8 forever forever RB 01-hintze-artificial 136 9 bundled bundle VBN 01-hintze-artificial 136 10 with with IN 01-hintze-artificial 136 11 the the DT 01-hintze-artificial 136 12 learner learner NN 01-hintze-artificial 136 13 and and CC 01-hintze-artificial 136 14 training training NN 01-hintze-artificial 136 15 continued continue VBD 01-hintze-artificial 136 16 during during IN 01-hintze-artificial 136 17 the the DT 01-hintze-artificial 136 18 deployment deployment NN 01-hintze-artificial 136 19 phase phase NN 01-hintze-artificial 136 20 , , , 01-hintze-artificial 136 21 even even RB 01-hintze-artificial 136 22 on on IN 01-hintze-artificial 136 23 new new JJ 01-hintze-artificial 136 24 never never RB 01-hintze-artificial 136 25 - - HYPH 01-hintze-artificial 136 26 before before RB 01-hintze-artificial 136 27 - - HYPH 01-hintze-artificial 136 28 seen see VBN 01-hintze-artificial 136 29 data datum NNS 01-hintze-artificial 136 30 , , , 01-hintze-artificial 136 31 then then RB 01-hintze-artificial 136 32 indeed indeed RB 01-hintze-artificial 136 33 the the DT 01-hintze-artificial 136 34 delineation delineation NN 01-hintze-artificial 136 35 between between IN 01-hintze-artificial 136 36 learning learning NN 01-hintze-artificial 136 37 and and CC 01-hintze-artificial 136 38 training training NN 01-hintze-artificial 136 39 is be VBZ 01-hintze-artificial 136 40 far far RB 01-hintze-artificial 136 41 less less RBR 01-hintze-artificial 136 42 clear clear JJ 01-hintze-artificial 136 43 . . . 01-hintze-artificial 137 1 Approaches approach NNS 01-hintze-artificial 137 2 to to IN 01-hintze-artificial 137 3 such such JJ 01-hintze-artificial 137 4 lifelong lifelong JJ 01-hintze-artificial 137 5 learning learning NN 01-hintze-artificial 137 6 exist exist VBP 01-hintze-artificial 137 7 , , , 01-hintze-artificial 137 8 but but CC 01-hintze-artificial 137 9 they -PRON- PRP 01-hintze-artificial 137 10 struggle struggle VBP 01-hintze-artificial 137 11 with with IN 01-hintze-artificial 137 12 what what WP 01-hintze-artificial 137 13 is be VBZ 01-hintze-artificial 137 14 called call VBN 01-hintze-artificial 137 15 catastrophic catastrophic JJ 01-hintze-artificial 137 16 forgetting forgetting NN 01-hintze-artificial 137 17 — — : 01-hintze-artificial 137 18 the the DT 01-hintze-artificial 137 19 phenomenon phenomenon NN 01-hintze-artificial 137 20 that that WDT 01-hintze-artificial 137 21 only only RB 01-hintze-artificial 137 22 the the DT 01-hintze-artificial 137 23 most most RBS 01-hintze-artificial 137 24 recent recent JJ 01-hintze-artificial 137 25 experiences experience NNS 01-hintze-artificial 137 26 are be VBP 01-hintze-artificial 137 27 learned learn VBN 01-hintze-artificial 137 28 at at IN 01-hintze-artificial 137 29 the the DT 01-hintze-artificial 137 30 expense expense NN 01-hintze-artificial 137 31 of of IN 01-hintze-artificial 137 32 older old JJR 01-hintze-artificial 137 33 ones one NNS 01-hintze-artificial 137 34 ( ( -LRB- 01-hintze-artificial 137 35 French French NNP 01-hintze-artificial 137 36 1999 1999 CD 01-hintze-artificial 137 37 ) ) -RRB- 01-hintze-artificial 137 38 . . . 01-hintze-artificial 138 1 This this DT 01-hintze-artificial 138 2 is be VBZ 01-hintze-artificial 138 3 the the DT 01-hintze-artificial 138 4 objective objective NN 01-hintze-artificial 138 5 for for IN 01-hintze-artificial 138 6 Continuous continuous JJ 01-hintze-artificial 138 7 Delivery Delivery NNP 01-hintze-artificial 138 8 for for IN 01-hintze-artificial 138 9 machine machine NN 01-hintze-artificial 138 10 learning learning NN 01-hintze-artificial 138 11 . . . 01-hintze-artificial 139 1 Unfortunately unfortunately RB 01-hintze-artificial 139 2 , , , 01-hintze-artificial 139 3 creating create VBG 01-hintze-artificial 139 4 a a DT 01-hintze-artificial 139 5 new new JJ 01-hintze-artificial 139 6 training training NN 01-hintze-artificial 139 7 set set NN 01-hintze-artificial 139 8 is be VBZ 01-hintze-artificial 139 9 typically typically RB 01-hintze-artificial 139 10 the the DT 01-hintze-artificial 139 11 most most RBS 01-hintze-artificial 139 12 expensive expensive JJ 01-hintze-artificial 139 13 endeavor endeavor NN 01-hintze-artificial 139 14 for for IN 01-hintze-artificial 139 15 standard standard JJ 01-hintze-artificial 139 16 supervised supervised JJ 01-hintze-artificial 139 17 machine machine NN 01-hintze-artificial 139 18 learning learning NN 01-hintze-artificial 139 19 develop- develop- NNP 01-hintze-artificial 139 20 ment ment NNP 01-hintze-artificial 139 21 . . . 01-hintze-artificial 140 1 Adequate adequate JJ 01-hintze-artificial 140 2 training training NN 01-hintze-artificial 140 3 then then RB 01-hintze-artificial 140 4 becomes become VBZ 01-hintze-artificial 140 5 difficult difficult JJ 01-hintze-artificial 140 6 or or CC 01-hintze-artificial 140 7 impossible impossible JJ 01-hintze-artificial 140 8 without without IN 01-hintze-artificial 140 9 involving involve VBG 01-hintze-artificial 140 10 thousands thousand NNS 01-hintze-artificial 140 11 or or CC 01-hintze-artificial 140 12 millions million NNS 01-hintze-artificial 140 13 of of IN 01-hintze-artificial 140 14 human human JJ 01-hintze-artificial 140 15 inputs input NNS 01-hintze-artificial 140 16 to to TO 01-hintze-artificial 140 17 keep keep VB 01-hintze-artificial 140 18 up up RP 01-hintze-artificial 140 19 with with IN 01-hintze-artificial 140 20 training training NN 01-hintze-artificial 140 21 and and CC 01-hintze-artificial 140 22 using use VBG 01-hintze-artificial 140 23 the the DT 01-hintze-artificial 140 24 online online JJ 01-hintze-artificial 140 25 machine machine NN 01-hintze-artificial 140 26 on on IN 01-hintze-artificial 140 27 an an DT 01-hintze-artificial 140 28 ever- ever- XX 01-hintze-artificial 140 29 evolving evolve VBG 01-hintze-artificial 140 30 data data NN 01-hintze-artificial 140 31 set set NN 01-hintze-artificial 140 32 . . . 01-hintze-artificial 141 1 Some some DT 01-hintze-artificial 141 2 have have VBP 01-hintze-artificial 141 3 tried try VBN 01-hintze-artificial 141 4 to to TO 01-hintze-artificial 141 5 use use VB 01-hintze-artificial 141 6 such such JJ 01-hintze-artificial 141 7 “ " `` 01-hintze-artificial 141 8 human human NN 01-hintze-artificial 141 9 - - HYPH 01-hintze-artificial 141 10 in in IN 01-hintze-artificial 141 11 - - HYPH 01-hintze-artificial 141 12 the the DT 01-hintze-artificial 141 13 - - HYPH 01-hintze-artificial 141 14 loop loop NN 01-hintze-artificial 141 15 ” " '' 01-hintze-artificial 141 16 methods method NNS 01-hintze-artificial 141 17 , , , 01-hintze-artificial 141 18 but but CC 01-hintze-artificial 141 19 the the DT 01-hintze-artificial 141 20 resulting result VBG 01-hintze-artificial 141 21 machine machine NN 01-hintze-artificial 141 22 then then RB 01-hintze-artificial 141 23 becomes become VBZ 01-hintze-artificial 141 24 only only RB 01-hintze-artificial 141 25 a a DT 01-hintze-artificial 141 26 slight slight JJ 01-hintze-artificial 141 27 extension extension NN 01-hintze-artificial 141 28 of of IN 01-hintze-artificial 141 29 the the DT 01-hintze-artificial 141 30 humans human NNS 01-hintze-artificial 141 31 who who WP 01-hintze-artificial 141 32 are be VBP 01-hintze-artificial 141 33 forever forever RB 01-hintze-artificial 141 34 caught catch VBN 01-hintze-artificial 141 35 in in IN 01-hintze-artificial 141 36 the the DT 01-hintze-artificial 141 37 loop loop NN 01-hintze-artificial 141 38 . . . 01-hintze-artificial 142 1 Is be VBZ 01-hintze-artificial 142 2 it -PRON- PRP 01-hintze-artificial 142 3 an an DT 01-hintze-artificial 142 4 intelligent intelligent JJ 01-hintze-artificial 142 5 machine machine NN 01-hintze-artificial 142 6 , , , 01-hintze-artificial 142 7 or or CC 01-hintze-artificial 142 8 a a DT 01-hintze-artificial 142 9 human human JJ 01-hintze-artificial 142 10 trapped trap VBN 01-hintze-artificial 142 11 in in IN 01-hintze-artificial 142 12 a a DT 01-hintze-artificial 142 13 machine machine NN 01-hintze-artificial 142 14 ? ? . 01-hintze-artificial 143 1 To to TO 01-hintze-artificial 143 2 combat combat VB 01-hintze-artificial 143 3 this this DT 01-hintze-artificial 143 4 problem problem NN 01-hintze-artificial 143 5 of of IN 01-hintze-artificial 143 6 generating generate VBG 01-hintze-artificial 143 7 the the DT 01-hintze-artificial 143 8 training training NN 01-hintze-artificial 143 9 set set NN 01-hintze-artificial 143 10 , , , 01-hintze-artificial 143 11 researchers researcher NNS 01-hintze-artificial 143 12 altered alter VBD 01-hintze-artificial 143 13 the the DT 01-hintze-artificial 143 14 standard standard JJ 01-hintze-artificial 143 15 super- super- NNP 01-hintze-artificial 143 16 vised vise VBD 01-hintze-artificial 143 17 learning learn VBG 01-hintze-artificial 143 18 paradigm paradigm NN 01-hintze-artificial 143 19 of of IN 01-hintze-artificial 143 20 flexible flexible JJ 01-hintze-artificial 143 21 learner learner NN 01-hintze-artificial 143 22 and and CC 01-hintze-artificial 143 23 rigid rigid JJ 01-hintze-artificial 143 24 teacher teacher NN 01-hintze-artificial 143 25 to to TO 01-hintze-artificial 143 26 make make VB 01-hintze-artificial 143 27 the the DT 01-hintze-artificial 143 28 teacher teacher NN 01-hintze-artificial 143 29 likewise likewise RB 01-hintze-artificial 143 30 flexible flexible JJ 01-hintze-artificial 143 31 to to TO 01-hintze-artificial 143 32 generate generate VB 01-hintze-artificial 143 33 new new JJ 01-hintze-artificial 143 34 data datum NNS 01-hintze-artificial 143 35 , , , 01-hintze-artificial 143 36 continually continually RB 01-hintze-artificial 143 37 probing probe VBG 01-hintze-artificial 143 38 the the DT 01-hintze-artificial 143 39 bounds bound NNS 01-hintze-artificial 143 40 of of IN 01-hintze-artificial 143 41 the the DT 01-hintze-artificial 143 42 student student NN 01-hintze-artificial 143 43 machine machine NN 01-hintze-artificial 143 44 . . . 01-hintze-artificial 144 1 This this DT 01-hintze-artificial 144 2 is be VBZ 01-hintze-artificial 144 3 the the DT 01-hintze-artificial 144 4 method method NN 01-hintze-artificial 144 5 of of IN 01-hintze-artificial 144 6 Generative Generative NNP 01-hintze-artificial 144 7 Adversarial Adversarial NNP 01-hintze-artificial 144 8 Networks Networks NNPS 01-hintze-artificial 144 9 , , , 01-hintze-artificial 144 10 or or CC 01-hintze-artificial 144 11 GANs gan NNS 01-hintze-artificial 144 12 ( ( -LRB- 01-hintze-artificial 144 13 Goodfellow Goodfellow NNP 01-hintze-artificial 144 14 et et NNP 01-hintze-artificial 144 15 al al NNP 01-hintze-artificial 144 16 . . . 01-hintze-artificial 145 1 2014 2014 CD 01-hintze-artificial 145 2 ) ) -RRB- 01-hintze-artificial 145 3 . . . 01-hintze-artificial 146 1 The the DT 01-hintze-artificial 146 2 teacher teacher NN 01-hintze-artificial 146 3 generates generate VBZ 01-hintze-artificial 146 4 training training NN 01-hintze-artificial 146 5 examples example NNS 01-hintze-artificial 146 6 and and CC 01-hintze-artificial 146 7 the the DT 01-hintze-artificial 146 8 student student NN 01-hintze-artificial 146 9 discerns discern NNS 01-hintze-artificial 146 10 between between IN 01-hintze-artificial 146 11 those those DT 01-hintze-artificial 146 12 generated generate VBN 01-hintze-artificial 146 13 examples example NNS 01-hintze-artificial 146 14 and and CC 01-hintze-artificial 146 15 the the DT 01-hintze-artificial 146 16 original original JJ 01-hintze-artificial 146 17 labeled labeled JJ 01-hintze-artificial 146 18 training training NN 01-hintze-artificial 146 19 data datum NNS 01-hintze-artificial 146 20 . . . 01-hintze-artificial 147 1 After after IN 01-hintze-artificial 147 2 many many JJ 01-hintze-artificial 147 3 iterations iteration NNS 01-hintze-artificial 147 4 , , , 01-hintze-artificial 147 5 the the DT 01-hintze-artificial 147 6 teacher teacher NN 01-hintze-artificial 147 7 is be VBZ 01-hintze-artificial 147 8 improved improve VBN 01-hintze-artificial 147 9 to to TO 01-hintze-artificial 147 10 better well RBR 01-hintze-artificial 147 11 fool fool VB 01-hintze-artificial 147 12 the the DT 01-hintze-artificial 147 13 student student NN 01-hintze-artificial 147 14 , , , 01-hintze-artificial 147 15 and and CC 01-hintze-artificial 147 16 the the DT 01-hintze-artificial 147 17 student student NN 01-hintze-artificial 147 18 is be VBZ 01-hintze-artificial 147 19 improved improve VBN 01-hintze-artificial 147 20 to to IN 01-hintze-artificial 147 21 better well RBR 01-hintze-artificial 147 22 discern discern NN 01-hintze-artificial 147 23 generated generate VBN 01-hintze-artificial 147 24 training training NN 01-hintze-artificial 147 25 data datum NNS 01-hintze-artificial 147 26 . . . 01-hintze-artificial 148 1 As as RB 01-hintze-artificial 148 2 amazing amazing JJ 01-hintze-artificial 148 3 as as IN 01-hintze-artificial 148 4 they -PRON- PRP 01-hintze-artificial 148 5 are be VBP 01-hintze-artificial 148 6 , , , 01-hintze-artificial 148 7 GANs gan NNS 01-hintze-artificial 148 8 only only RB 01-hintze-artificial 148 9 partially partially RB 01-hintze-artificial 148 10 mitigate mitigate VBP 01-hintze-artificial 148 11 the the DT 01-hintze-artificial 148 12 problematic problematic JJ 01-hintze-artificial 148 13 requirement requirement NN 01-hintze-artificial 148 14 for for IN 01-hintze-artificial 148 15 human human NN 01-hintze-artificial 148 16 - - HYPH 01-hintze-artificial 148 17 labeled label VBN 01-hintze-artificial 148 18 training training NN 01-hintze-artificial 148 19 data datum NNS 01-hintze-artificial 148 20 , , , 01-hintze-artificial 148 21 be- be- XX 01-hintze-artificial 148 22 cause cause NN 01-hintze-artificial 148 23 GANs gan NNS 01-hintze-artificial 148 24 can can MD 01-hintze-artificial 148 25 only only RB 01-hintze-artificial 148 26 mimic mimic VB 01-hintze-artificial 148 27 a a DT 01-hintze-artificial 148 28 known know VBN 01-hintze-artificial 148 29 labeled labeled JJ 01-hintze-artificial 148 30 distribution distribution NN 01-hintze-artificial 148 31 . . . 01-hintze-artificial 149 1 If if IN 01-hintze-artificial 149 2 that that DT 01-hintze-artificial 149 3 distribution distribution NN 01-hintze-artificial 149 4 ever ever RB 01-hintze-artificial 149 5 changes change VBZ 01-hintze-artificial 149 6 , , , 01-hintze-artificial 149 7 then then RB 01-hintze-artificial 149 8 new new JJ 01-hintze-artificial 149 9 labeled label VBN 01-hintze-artificial 149 10 data datum NNS 01-hintze-artificial 149 11 must must MD 01-hintze-artificial 149 12 be be VB 01-hintze-artificial 149 13 generated generate VBN 01-hintze-artificial 149 14 , , , 01-hintze-artificial 149 15 and and CC 01-hintze-artificial 149 16 again again RB 01-hintze-artificial 149 17 we -PRON- PRP 01-hintze-artificial 149 18 have have VBP 01-hintze-artificial 149 19 the the DT 01-hintze-artificial 149 20 same same JJ 01-hintze-artificial 149 21 problem problem NN 01-hintze-artificial 149 22 as as IN 01-hintze-artificial 149 23 before before RB 01-hintze-artificial 149 24 . . . 01-hintze-artificial 150 1 Unfor- Unfor- NNP 01-hintze-artificial 150 2 tunately tunately RB 01-hintze-artificial 150 3 , , , 01-hintze-artificial 150 4 GANs gan NNS 01-hintze-artificial 150 5 have have VBP 01-hintze-artificial 150 6 been be VBN 01-hintze-artificial 150 7 sensationalized sensationalize VBN 01-hintze-artificial 150 8 as as IN 01-hintze-artificial 150 9 magic magic NN 01-hintze-artificial 150 10 , , , 01-hintze-artificial 150 11 and and CC 01-hintze-artificial 150 12 public public JJ 01-hintze-artificial 150 13 and and CC 01-hintze-artificial 150 14 hobbyist hobbyist JJ 01-hintze-artificial 150 15 expectation expectation NN 01-hintze-artificial 150 16 is be VBZ 01-hintze-artificial 150 17 that that IN 01-hintze-artificial 150 18 GANs gan NNS 01-hintze-artificial 150 19 are be VBP 01-hintze-artificial 150 20 a a DT 01-hintze-artificial 150 21 way way NN 01-hintze-artificial 150 22 toward toward IN 01-hintze-artificial 150 23 much much RB 01-hintze-artificial 150 24 better well JJR 01-hintze-artificial 150 25 artificial artificial JJ 01-hintze-artificial 150 26 intelligence intelligence NN 01-hintze-artificial 150 27 . . . 01-hintze-artificial 151 1 Disappointment disappointment NN 01-hintze-artificial 151 2 is be VBZ 01-hintze-artificial 151 3 inevitable inevitable JJ 01-hintze-artificial 151 4 because because IN 01-hintze-artificial 151 5 GANs gan NNS 01-hintze-artificial 151 6 only only RB 01-hintze-artificial 151 7 allow allow VBP 01-hintze-artificial 151 8 us -PRON- PRP 01-hintze-artificial 151 9 to to TO 01-hintze-artificial 151 10 explore explore VB 01-hintze-artificial 151 11 what what WP 01-hintze-artificial 151 12 it -PRON- PRP 01-hintze-artificial 151 13 would would MD 01-hintze-artificial 151 14 be be VB 01-hintze-artificial 151 15 like like IN 01-hintze-artificial 151 16 to to TO 01-hintze-artificial 151 17 have have VB 01-hintze-artificial 151 18 more more JJR 01-hintze-artificial 151 19 training training NN 01-hintze-artificial 151 20 data datum NNS 01-hintze-artificial 151 21 from from IN 01-hintze-artificial 151 22 the the DT 01-hintze-artificial 151 23 same same JJ 01-hintze-artificial 151 24 Hintze Hintze NNP 01-hintze-artificial 151 25 and and CC 01-hintze-artificial 151 26 Schossau Schossau NNP 01-hintze-artificial 151 27 9 9 CD 01-hintze-artificial 151 28 data data NN 01-hintze-artificial 151 29 sets set NNS 01-hintze-artificial 151 30 we -PRON- PRP 01-hintze-artificial 151 31 were be VBD 01-hintze-artificial 151 32 using use VBG 01-hintze-artificial 151 33 before before RB 01-hintze-artificial 151 34 . . . 01-hintze-artificial 152 1 These these DT 01-hintze-artificial 152 2 expectations expectation NNS 01-hintze-artificial 152 3 are be VBP 01-hintze-artificial 152 4 important important JJ 01-hintze-artificial 152 5 for for IN 01-hintze-artificial 152 6 machine machine NN 01-hintze-artificial 152 7 learning learning NN 01-hintze-artificial 152 8 and and CC 01-hintze-artificial 152 9 AI AI NNP 01-hintze-artificial 152 10 . . . 01-hintze-artificial 153 1 We -PRON- PRP 01-hintze-artificial 153 2 are be VBP 01-hintze-artificial 153 3 very very RB 01-hintze-artificial 153 4 familiar familiar JJ 01-hintze-artificial 153 5 with with IN 01-hintze-artificial 153 6 learning learning NN 01-hintze-artificial 153 7 , , , 01-hintze-artificial 153 8 to to IN 01-hintze-artificial 153 9 the the DT 01-hintze-artificial 153 10 point point NN 01-hintze-artificial 153 11 where where WRB 01-hintze-artificial 153 12 our -PRON- PRP$ 01-hintze-artificial 153 13 whole whole JJ 01-hintze-artificial 153 14 identity identity NN 01-hintze-artificial 153 15 as as IN 01-hintze-artificial 153 16 human human NN 01-hintze-artificial 153 17 could could MD 01-hintze-artificial 153 18 be be VB 01-hintze-artificial 153 19 generously generously RB 01-hintze-artificial 153 20 defined define VBN 01-hintze-artificial 153 21 as as IN 01-hintze-artificial 153 22 the the DT 01-hintze-artificial 153 23 result result NN 01-hintze-artificial 153 24 of of IN 01-hintze-artificial 153 25 being be VBG 01-hintze-artificial 153 26 a a DT 01-hintze-artificial 153 27 monkey monkey NN 01-hintze-artificial 153 28 with with IN 01-hintze-artificial 153 29 an an DT 01-hintze-artificial 153 30 exceptional exceptional JJ 01-hintze-artificial 153 31 proclivity proclivity NN 01-hintze-artificial 153 32 for for IN 01-hintze-artificial 153 33 learning learn VBG 01-hintze-artificial 153 34 . . . 01-hintze-artificial 154 1 If if IN 01-hintze-artificial 154 2 we -PRON- PRP 01-hintze-artificial 154 3 now now RB 01-hintze-artificial 154 4 approach approach VBP 01-hintze-artificial 154 5 AI AI NNP 01-hintze-artificial 154 6 and and CC 01-hintze-artificial 154 7 machine machine NN 01-hintze-artificial 154 8 learning learn VBG 01-hintze-artificial 154 9 with with IN 01-hintze-artificial 154 10 expectations expectation NNS 01-hintze-artificial 154 11 that that IN 01-hintze-artificial 154 12 these these DT 01-hintze-artificial 154 13 technologies technology NNS 01-hintze-artificial 154 14 learn learn VBP 01-hintze-artificial 154 15 as as IN 01-hintze-artificial 154 16 we -PRON- PRP 01-hintze-artificial 154 17 do do VBP 01-hintze-artificial 154 18 , , , 01-hintze-artificial 154 19 or or CC 01-hintze-artificial 154 20 are be VBP 01-hintze-artificial 154 21 an an DT 01-hintze-artificial 154 22 equally equally RB 01-hintze-artificial 154 23 general general JJ 01-hintze-artificial 154 24 - - HYPH 01-hintze-artificial 154 25 purpose purpose NN 01-hintze-artificial 154 26 intelligence intelligence NN 01-hintze-artificial 154 27 , , , 01-hintze-artificial 154 28 then then RB 01-hintze-artificial 154 29 we -PRON- PRP 01-hintze-artificial 154 30 will will MD 01-hintze-artificial 154 31 be be VB 01-hintze-artificial 154 32 bitterly bitterly RB 01-hintze-artificial 154 33 disappointed disappointed JJ 01-hintze-artificial 154 34 . . . 01-hintze-artificial 155 1 The the DT 01-hintze-artificial 155 2 best good JJS 01-hintze-artificial 155 3 example example NN 01-hintze-artificial 155 4 of of IN 01-hintze-artificial 155 5 such such JJ 01-hintze-artificial 155 6 discrepancy discrepancy NN 01-hintze-artificial 155 7 is be VBZ 01-hintze-artificial 155 8 how how WRB 01-hintze-artificial 155 9 easily easily RB 01-hintze-artificial 155 10 neural neural JJ 01-hintze-artificial 155 11 networks network NNS 01-hintze-artificial 155 12 trained train VBN 01-hintze-artificial 155 13 by by IN 01-hintze-artificial 155 14 deep deep JJ 01-hintze-artificial 155 15 learning learning NN 01-hintze-artificial 155 16 can can MD 01-hintze-artificial 155 17 be be VB 01-hintze-artificial 155 18 fooled fool VBN 01-hintze-artificial 155 19 . . . 01-hintze-artificial 156 1 Images image NNS 01-hintze-artificial 156 2 that that WDT 01-hintze-artificial 156 3 are be VBP 01-hintze-artificial 156 4 seemingly seemingly RB 01-hintze-artificial 156 5 identical identical JJ 01-hintze-artificial 156 6 and and CC 01-hintze-artificial 156 7 differ differ VBP 01-hintze-artificial 156 8 only only RB 01-hintze-artificial 156 9 by by IN 01-hintze-artificial 156 10 a a DT 01-hintze-artificial 156 11 few few JJ 01-hintze-artificial 156 12 pixels pixel NNS 01-hintze-artificial 156 13 are be VBP 01-hintze-artificial 156 14 grossly grossly RB 01-hintze-artificial 156 15 misclassified misclassifie VBN 01-hintze-artificial 156 16 , , , 01-hintze-artificial 156 17 a a DT 01-hintze-artificial 156 18 mistake mistake NN 01-hintze-artificial 156 19 no no DT 01-hintze-artificial 156 20 human human NN 01-hintze-artificial 156 21 would would MD 01-hintze-artificial 156 22 make make VB 01-hintze-artificial 156 23 ( ( -LRB- 01-hintze-artificial 156 24 Nguyen Nguyen NNP 01-hintze-artificial 156 25 , , , 01-hintze-artificial 156 26 Yosinski Yosinski NNP 01-hintze-artificial 156 27 , , , 01-hintze-artificial 156 28 and and CC 01-hintze-artificial 156 29 Clune Clune NNP 01-hintze-artificial 156 30 2015 2015 CD 01-hintze-artificial 156 31 ) ) -RRB- 01-hintze-artificial 156 32 . . . 01-hintze-artificial 157 1 Fortunately fortunately RB 01-hintze-artificial 157 2 , , , 01-hintze-artificial 157 3 we -PRON- PRP 01-hintze-artificial 157 4 know know VBP 01-hintze-artificial 157 5 about about IN 01-hintze-artificial 157 6 these these DT 01-hintze-artificial 157 7 biases bias NNS 01-hintze-artificial 157 8 and and CC 01-hintze-artificial 157 9 the the DT 01-hintze-artificial 157 10 possible possible JJ 01-hintze-artificial 157 11 shortcomings shortcoming NNS 01-hintze-artificial 157 12 of of IN 01-hintze-artificial 157 13 these these DT 01-hintze-artificial 157 14 methods method NNS 01-hintze-artificial 157 15 . . . 01-hintze-artificial 158 1 As as RB 01-hintze-artificial 158 2 long long RB 01-hintze-artificial 158 3 as as IN 01-hintze-artificial 158 4 we -PRON- PRP 01-hintze-artificial 158 5 have have VBP 01-hintze-artificial 158 6 the the DT 01-hintze-artificial 158 7 right right JJ 01-hintze-artificial 158 8 expectations expectation NNS 01-hintze-artificial 158 9 , , , 01-hintze-artificial 158 10 we -PRON- PRP 01-hintze-artificial 158 11 can can MD 01-hintze-artificial 158 12 take take VB 01-hintze-artificial 158 13 their -PRON- PRP$ 01-hintze-artificial 158 14 flaws flaw NNS 01-hintze-artificial 158 15 into into IN 01-hintze-artificial 158 16 account account NN 01-hintze-artificial 158 17 and and CC 01-hintze-artificial 158 18 still still RB 01-hintze-artificial 158 19 enjoy enjoy VB 01-hintze-artificial 158 20 the the DT 01-hintze-artificial 158 21 prospects prospect NNS 01-hintze-artificial 158 22 they -PRON- PRP 01-hintze-artificial 158 23 provide provide VBP 01-hintze-artificial 158 24 . . . 01-hintze-artificial 159 1 Trained train VBN 01-hintze-artificial 159 2 Machines Machines NNPS 01-hintze-artificial 159 3 : : : 01-hintze-artificial 159 4 Tool tool NN 01-hintze-artificial 159 5 or or CC 01-hintze-artificial 159 6 Provocation provocation NN 01-hintze-artificial 159 7 ? ? . 01-hintze-artificial 160 1 On on IN 01-hintze-artificial 160 2 one one CD 01-hintze-artificial 160 3 side side NN 01-hintze-artificial 160 4 we -PRON- PRP 01-hintze-artificial 160 5 have have VBP 01-hintze-artificial 160 6 the the DT 01-hintze-artificial 160 7 natural natural JJ 01-hintze-artificial 160 8 sciences science NNS 01-hintze-artificial 160 9 characterized characterize VBN 01-hintze-artificial 160 10 by by IN 01-hintze-artificial 160 11 hypothesis hypothesis NN 01-hintze-artificial 160 12 - - HYPH 01-hintze-artificial 160 13 driven drive VBN 01-hintze-artificial 160 14 experimentation experimentation NN 01-hintze-artificial 160 15 re- re- RB 01-hintze-artificial 160 16 ducing duce VBG 01-hintze-artificial 160 17 reality reality NN 01-hintze-artificial 160 18 to to IN 01-hintze-artificial 160 19 an an DT 01-hintze-artificial 160 20 abstract abstract JJ 01-hintze-artificial 160 21 model model NN 01-hintze-artificial 160 22 of of IN 01-hintze-artificial 160 23 causal causal JJ 01-hintze-artificial 160 24 interactions interaction NNS 01-hintze-artificial 160 25 . . . 01-hintze-artificial 161 1 This this DT 01-hintze-artificial 161 2 approach approach NN 01-hintze-artificial 161 3 can can MD 01-hintze-artificial 161 4 inform inform VB 01-hintze-artificial 161 5 us -PRON- PRP 01-hintze-artificial 161 6 about about IN 01-hintze-artificial 161 7 the the DT 01-hintze-artificial 161 8 consequences consequence NNS 01-hintze-artificial 161 9 of of IN 01-hintze-artificial 161 10 our -PRON- PRP$ 01-hintze-artificial 161 11 possible possible JJ 01-hintze-artificial 161 12 actions action NNS 01-hintze-artificial 161 13 , , , 01-hintze-artificial 161 14 but but CC 01-hintze-artificial 161 15 only only RB 01-hintze-artificial 161 16 as as RB 01-hintze-artificial 161 17 far far RB 01-hintze-artificial 161 18 in in IN 01-hintze-artificial 161 19 the the DT 01-hintze-artificial 161 20 future future NN 01-hintze-artificial 161 21 as as IN 01-hintze-artificial 161 22 the the DT 01-hintze-artificial 161 23 model model NN 01-hintze-artificial 161 24 can can MD 01-hintze-artificial 161 25 adequately adequately RB 01-hintze-artificial 161 26 predict predict VB 01-hintze-artificial 161 27 . . . 01-hintze-artificial 162 1 With with IN 01-hintze-artificial 162 2 machine machine NN 01-hintze-artificial 162 3 learning learning NN 01-hintze-artificial 162 4 and and CC 01-hintze-artificial 162 5 AI ai NN 01-hintze-artificial 162 6 , , , 01-hintze-artificial 162 7 we -PRON- PRP 01-hintze-artificial 162 8 can can MD 01-hintze-artificial 162 9 move move VB 01-hintze-artificial 162 10 this this DT 01-hintze-artificial 162 11 temporal temporal JJ 01-hintze-artificial 162 12 horizon horizon NN 01-hintze-artificial 162 13 of of IN 01-hintze-artificial 162 14 prediction prediction NN 01-hintze-artificial 162 15 far- far- VBP 01-hintze-artificial 162 16 ther ther RB 01-hintze-artificial 162 17 into into IN 01-hintze-artificial 162 18 the the DT 01-hintze-artificial 162 19 future future NN 01-hintze-artificial 162 20 . . . 01-hintze-artificial 163 1 While while IN 01-hintze-artificial 163 2 weather weather NN 01-hintze-artificial 163 3 models model NNS 01-hintze-artificial 163 4 might may MD 01-hintze-artificial 163 5 still still RB 01-hintze-artificial 163 6 struggle struggle VB 01-hintze-artificial 163 7 to to TO 01-hintze-artificial 163 8 predict predict VB 01-hintze-artificial 163 9 precipitation precipitation NN 01-hintze-artificial 163 10 7 7 CD 01-hintze-artificial 163 11 days day NNS 01-hintze-artificial 163 12 in in IN 01-hintze-artificial 163 13 advance advance NN 01-hintze-artificial 163 14 , , , 01-hintze-artificial 163 15 global global JJ 01-hintze-artificial 163 16 climate climate NN 01-hintze-artificial 163 17 models model NNS 01-hintze-artificial 163 18 predict predict VBP 01-hintze-artificial 163 19 in in IN 01-hintze-artificial 163 20 detail detail NN 01-hintze-artificial 163 21 the the DT 01-hintze-artificial 163 22 effects effect NNS 01-hintze-artificial 163 23 of of IN 01-hintze-artificial 163 24 global global JJ 01-hintze-artificial 163 25 warming warming NN 01-hintze-artificial 163 26 in in IN 01-hintze-artificial 163 27 100 100 CD 01-hintze-artificial 163 28 years year NNS 01-hintze-artificial 163 29 . . . 01-hintze-artificial 164 1 But but CC 01-hintze-artificial 164 2 these these DT 01-hintze-artificial 164 3 models model NNS 01-hintze-artificial 164 4 are be VBP 01-hintze-artificial 164 5 nihilist nihilist JJ 01-hintze-artificial 164 6 , , , 01-hintze-artificial 164 7 void void JJ 01-hintze-artificial 164 8 of of IN 01-hintze-artificial 164 9 values value NNS 01-hintze-artificial 164 10 , , , 01-hintze-artificial 164 11 and and CC 01-hintze-artificial 164 12 can can MD 01-hintze-artificial 164 13 not not RB 01-hintze-artificial 164 14 themselves -PRON- PRP 01-hintze-artificial 164 15 answer answer VB 01-hintze-artificial 164 16 the the DT 01-hintze-artificial 164 17 question question NN 01-hintze-artificial 164 18 if if IN 01-hintze-artificial 164 19 humans human NNS 01-hintze-artificial 164 20 would would MD 01-hintze-artificial 164 21 prefer prefer VB 01-hintze-artificial 164 22 to to TO 01-hintze-artificial 164 23 live live VB 01-hintze-artificial 164 24 in in IN 01-hintze-artificial 164 25 one one CD 01-hintze-artificial 164 26 possible possible JJ 01-hintze-artificial 164 27 future future NN 01-hintze-artificial 164 28 or or CC 01-hintze-artificial 164 29 another another DT 01-hintze-artificial 164 30 . . . 01-hintze-artificial 165 1 Is be VBZ 01-hintze-artificial 165 2 sunshine sunshine NN 01-hintze-artificial 165 3 better well JJR 01-hintze-artificial 165 4 than than IN 01-hintze-artificial 165 5 rain rain NN 01-hintze-artificial 165 6 ? ? . 01-hintze-artificial 166 1 The the DT 01-hintze-artificial 166 2 human- human- JJ 01-hintze-artificial 166 3 ities itie NNS 01-hintze-artificial 166 4 , , , 01-hintze-artificial 166 5 on on IN 01-hintze-artificial 166 6 the the DT 01-hintze-artificial 166 7 other other JJ 01-hintze-artificial 166 8 hand hand NN 01-hintze-artificial 166 9 , , , 01-hintze-artificial 166 10 are be VBP 01-hintze-artificial 166 11 home home NN 01-hintze-artificial 166 12 to to IN 01-hintze-artificial 166 13 exactly exactly RB 01-hintze-artificial 166 14 these these DT 01-hintze-artificial 166 15 problems problem NNS 01-hintze-artificial 166 16 . . . 01-hintze-artificial 167 1 What what WP 01-hintze-artificial 167 2 are be VBP 01-hintze-artificial 167 3 our -PRON- PRP$ 01-hintze-artificial 167 4 values value NNS 01-hintze-artificial 167 5 ? ? . 01-hintze-artificial 168 1 How how WRB 01-hintze-artificial 168 2 do do VBP 01-hintze-artificial 168 3 we -PRON- PRP 01-hintze-artificial 168 4 understand understand VB 01-hintze-artificial 168 5 what what WP 01-hintze-artificial 168 6 is be VBZ 01-hintze-artificial 168 7 essential essential JJ 01-hintze-artificial 168 8 ? ? . 01-hintze-artificial 169 1 Now now RB 01-hintze-artificial 169 2 that that IN 01-hintze-artificial 169 3 we -PRON- PRP 01-hintze-artificial 169 4 know know VBP 01-hintze-artificial 169 5 the the DT 01-hintze-artificial 169 6 facts fact NNS 01-hintze-artificial 169 7 , , , 01-hintze-artificial 169 8 how how WRB 01-hintze-artificial 169 9 should should MD 01-hintze-artificial 169 10 we -PRON- PRP 01-hintze-artificial 169 11 choose choose VB 01-hintze-artificial 169 12 ? ? . 01-hintze-artificial 170 1 Do do VBP 01-hintze-artificial 170 2 we -PRON- PRP 01-hintze-artificial 170 3 speak speak VB 01-hintze-artificial 170 4 for for IN 01-hintze-artificial 170 5 everyone everyone NN 01-hintze-artificial 170 6 ? ? . 01-hintze-artificial 171 1 The the DT 01-hintze-artificial 171 2 questions question NNS 01-hintze-artificial 171 3 seem seem VBP 01-hintze-artificial 171 4 to to TO 01-hintze-artificial 171 5 be be VB 01-hintze-artificial 171 6 endless endless JJ 01-hintze-artificial 171 7 , , , 01-hintze-artificial 171 8 but but CC 01-hintze-artificial 171 9 they -PRON- PRP 01-hintze-artificial 171 10 are be VBP 01-hintze-artificial 171 11 what what WP 01-hintze-artificial 171 12 makes make VBZ 01-hintze-artificial 171 13 our -PRON- PRP$ 01-hintze-artificial 171 14 human human JJ 01-hintze-artificial 171 15 experience experience NN 01-hintze-artificial 171 16 so so RB 01-hintze-artificial 171 17 special special JJ 01-hintze-artificial 171 18 , , , 01-hintze-artificial 171 19 and and CC 01-hintze-artificial 171 20 what what WP 01-hintze-artificial 171 21 separates separate VBZ 01-hintze-artificial 171 22 the the DT 01-hintze-artificial 171 23 humanities humanity NNS 01-hintze-artificial 171 24 from from IN 01-hintze-artificial 171 25 the the DT 01-hintze-artificial 171 26 sciences science NNS 01-hintze-artificial 171 27 . . . 01-hintze-artificial 172 1 Labels label NNS 01-hintze-artificial 172 2 — — : 01-hintze-artificial 172 3 such such JJ 01-hintze-artificial 172 4 as as IN 01-hintze-artificial 172 5 learning learning NN 01-hintze-artificial 172 6 or or CC 01-hintze-artificial 172 7 intelligence intelligence NN 01-hintze-artificial 172 8 — — : 01-hintze-artificial 172 9 are be VBP 01-hintze-artificial 172 10 too too RB 01-hintze-artificial 172 11 easily easily RB 01-hintze-artificial 172 12 anthropomorphized anthropomorphize VBN 01-hintze-artificial 172 13 . . . 01-hintze-artificial 173 1 A a DT 01-hintze-artificial 173 2 technology technology NN 01-hintze-artificial 173 3 branded brand VBN 01-hintze-artificial 173 4 in in IN 01-hintze-artificial 173 5 this this DT 01-hintze-artificial 173 6 way way NN 01-hintze-artificial 173 7 suggests suggest VBZ 01-hintze-artificial 173 8 human human JJ 01-hintze-artificial 173 9 - - HYPH 01-hintze-artificial 173 10 like like JJ 01-hintze-artificial 173 11 properties property NNS 01-hintze-artificial 173 12 : : : 01-hintze-artificial 173 13 intelligence intelligence NN 01-hintze-artificial 173 14 , , , 01-hintze-artificial 173 15 common common JJ 01-hintze-artificial 173 16 sense sense NN 01-hintze-artificial 173 17 , , , 01-hintze-artificial 173 18 or or CC 01-hintze-artificial 173 19 even even RB 01-hintze-artificial 173 20 sub- sub- DT 01-hintze-artificial 173 21 jective jective JJ 01-hintze-artificial 173 22 opinion opinion NN 01-hintze-artificial 173 23 . . . 01-hintze-artificial 174 1 From from IN 01-hintze-artificial 174 2 a a DT 01-hintze-artificial 174 3 name name NN 01-hintze-artificial 174 4 like like IN 01-hintze-artificial 174 5 “ " `` 01-hintze-artificial 174 6 deep deep JJ 01-hintze-artificial 174 7 learning learning NN 01-hintze-artificial 174 8 ” " '' 01-hintze-artificial 174 9 we -PRON- PRP 01-hintze-artificial 174 10 expect expect VBP 01-hintze-artificial 174 11 a a DT 01-hintze-artificial 174 12 system system NN 01-hintze-artificial 174 13 that that WDT 01-hintze-artificial 174 14 develops develop VBZ 01-hintze-artificial 174 15 a a DT 01-hintze-artificial 174 16 deep deep JJ 01-hintze-artificial 174 17 and and CC 01-hintze-artificial 174 18 intuitive intuitive JJ 01-hintze-artificial 174 19 understanding understanding NN 01-hintze-artificial 174 20 with with IN 01-hintze-artificial 174 21 insights insight NNS 01-hintze-artificial 174 22 more more RBR 01-hintze-artificial 174 23 profound profound JJ 01-hintze-artificial 174 24 than than IN 01-hintze-artificial 174 25 our -PRON- PRP$ 01-hintze-artificial 174 26 own own JJ 01-hintze-artificial 174 27 . . . 01-hintze-artificial 175 1 However however RB 01-hintze-artificial 175 2 , , , 01-hintze-artificial 175 3 these these DT 01-hintze-artificial 175 4 systems system NNS 01-hintze-artificial 175 5 do do VBP 01-hintze-artificial 175 6 not not RB 01-hintze-artificial 175 7 provide provide VB 01-hintze-artificial 175 8 an an DT 01-hintze-artificial 175 9 alternative alternative JJ 01-hintze-artificial 175 10 perspective perspective NN 01-hintze-artificial 175 11 , , , 01-hintze-artificial 175 12 but but CC 01-hintze-artificial 175 13 as as IN 01-hintze-artificial 175 14 explained explain VBN 01-hintze-artificial 175 15 above above RB 01-hintze-artificial 175 16 , , , 01-hintze-artificial 175 17 are be VBP 01-hintze-artificial 175 18 only only RB 01-hintze-artificial 175 19 as as RB 01-hintze-artificial 175 20 good good JJ 01-hintze-artificial 175 21 or or CC 01-hintze-artificial 175 22 as as RB 01-hintze-artificial 175 23 biased biased JJ 01-hintze-artificial 175 24 as as IN 01-hintze-artificial 175 25 the the DT 01-hintze-artificial 175 26 scientist scientist NN 01-hintze-artificial 175 27 selecting select VBG 01-hintze-artificial 175 28 their -PRON- PRP$ 01-hintze-artificial 175 29 training training NN 01-hintze-artificial 175 30 data datum NNS 01-hintze-artificial 175 31 . . . 01-hintze-artificial 176 1 Just just RB 01-hintze-artificial 176 2 because because IN 01-hintze-artificial 176 3 humans human NNS 01-hintze-artificial 176 4 and and CC 01-hintze-artificial 176 5 machine machine NN 01-hintze-artificial 176 6 learning learning NN 01-hintze-artificial 176 7 are be VBP 01-hintze-artificial 176 8 both both DT 01-hintze-artificial 176 9 black black JJ 01-hintze-artificial 176 10 boxes box NNS 01-hintze-artificial 176 11 in in IN 01-hintze-artificial 176 12 the the DT 01-hintze-artificial 176 13 sense sense NN 01-hintze-artificial 176 14 that that IN 01-hintze-artificial 176 15 their -PRON- PRP$ 01-hintze-artificial 176 16 inner inner JJ 01-hintze-artificial 176 17 workings working NNS 01-hintze-artificial 176 18 are be VBP 01-hintze-artificial 176 19 opaque opaque JJ 01-hintze-artificial 176 20 , , , 01-hintze-artificial 176 21 does do VBZ 01-hintze-artificial 176 22 not not RB 01-hintze-artificial 176 23 mean mean VB 01-hintze-artificial 176 24 they -PRON- PRP 01-hintze-artificial 176 25 share share VBP 01-hintze-artificial 176 26 other other JJ 01-hintze-artificial 176 27 quali- quali- JJ 01-hintze-artificial 176 28 ties tie NNS 01-hintze-artificial 176 29 . . . 01-hintze-artificial 177 1 For for IN 01-hintze-artificial 177 2 instance instance NN 01-hintze-artificial 177 3 , , , 01-hintze-artificial 177 4 having have VBG 01-hintze-artificial 177 5 labeled label VBN 01-hintze-artificial 177 6 the the DT 01-hintze-artificial 177 7 ML ML NNP 01-hintze-artificial 177 8 training training NN 01-hintze-artificial 177 9 process process NN 01-hintze-artificial 177 10 as as IN 01-hintze-artificial 177 11 “ " `` 01-hintze-artificial 177 12 learning learn VBG 01-hintze-artificial 177 13 ” " '' 01-hintze-artificial 177 14 does do VBZ 01-hintze-artificial 177 15 not not RB 01-hintze-artificial 177 16 imply imply VB 01-hintze-artificial 177 17 that that IN 01-hintze-artificial 177 18 ML ML NNP 01-hintze-artificial 177 19 algorithms algorithm NNS 01-hintze-artificial 177 20 are be VBP 01-hintze-artificial 177 21 curious curious JJ 01-hintze-artificial 177 22 and and CC 01-hintze-artificial 177 23 learn learn VB 01-hintze-artificial 177 24 from from IN 01-hintze-artificial 177 25 observations observation NNS 01-hintze-artificial 177 26 . . . 01-hintze-artificial 178 1 While while IN 01-hintze-artificial 178 2 these these DT 01-hintze-artificial 178 3 new new JJ 01-hintze-artificial 178 4 computerized computerized JJ 01-hintze-artificial 178 5 quantitative quantitative JJ 01-hintze-artificial 178 6 measures measure NNS 01-hintze-artificial 178 7 might may MD 01-hintze-artificial 178 8 be be VB 01-hintze-artificial 178 9 welcomed welcome VBN 01-hintze-artificial 178 10 by by IN 01-hintze-artificial 178 11 some some DT 01-hintze-artificial 178 12 scholars scholar NNS 01-hintze-artificial 178 13 , , , 01-hintze-artificial 178 14 there there EX 01-hintze-artificial 178 15 will will MD 01-hintze-artificial 178 16 be be VB 01-hintze-artificial 178 17 others other NNS 01-hintze-artificial 178 18 who who WP 01-hintze-artificial 178 19 view view VBP 01-hintze-artificial 178 20 it -PRON- PRP 01-hintze-artificial 178 21 as as IN 01-hintze-artificial 178 22 an an DT 01-hintze-artificial 178 23 existential existential JJ 01-hintze-artificial 178 24 threat threat NN 01-hintze-artificial 178 25 to to IN 01-hintze-artificial 178 26 the the DT 01-hintze-artificial 178 27 very very JJ 01-hintze-artificial 178 28 nature nature NN 01-hintze-artificial 178 29 of of IN 01-hintze-artificial 178 30 the the DT 01-hintze-artificial 178 31 humanities humanity NNS 01-hintze-artificial 178 32 . . . 01-hintze-artificial 179 1 Are be VBP 01-hintze-artificial 179 2 these these DT 01-hintze-artificial 179 3 quantitative quantitative JJ 01-hintze-artificial 179 4 methods method NNS 01-hintze-artificial 179 5 sneaking sneak VBG 01-hintze-artificial 179 6 into into IN 01-hintze-artificial 179 7 the the DT 01-hintze-artificial 179 8 hu- hu- JJ 01-hintze-artificial 179 9 manities manitie NNS 01-hintze-artificial 179 10 disguised disguise VBN 01-hintze-artificial 179 11 by by IN 01-hintze-artificial 179 12 anthropomorphic anthropomorphic JJ 01-hintze-artificial 179 13 terms term NNS 01-hintze-artificial 179 14 like like IN 01-hintze-artificial 179 15 a a DT 01-hintze-artificial 179 16 wolf wolf NN 01-hintze-artificial 179 17 shrouded shroud VBN 01-hintze-artificial 179 18 in in IN 01-hintze-artificial 179 19 a a DT 01-hintze-artificial 179 20 sheep sheep NN 01-hintze-artificial 179 21 ’s ’s NN 01-hintze-artificial 179 22 fleece fleece NN 01-hintze-artificial 179 23 ? ? . 01-hintze-artificial 180 1 From from IN 01-hintze-artificial 180 2 this this DT 01-hintze-artificial 180 3 viewpoint viewpoint NN 01-hintze-artificial 180 4 , , , 01-hintze-artificial 180 5 having have VBG 01-hintze-artificial 180 6 the the DT 01-hintze-artificial 180 7 wrong wrong JJ 01-hintze-artificial 180 8 expectations expectation NNS 01-hintze-artificial 180 9 is be VBZ 01-hintze-artificial 180 10 not not RB 01-hintze-artificial 180 11 only only RB 01-hintze-artificial 180 12 provoking provoke VBG 01-hintze-artificial 180 13 a a DT 01-hintze-artificial 180 14 disappointment disappointment NN 01-hintze-artificial 180 15 , , , 01-hintze-artificial 180 16 but but CC 01-hintze-artificial 180 17 flooding flood VBG 01-hintze-artificial 180 18 the the DT 01-hintze-artificial 180 19 humanities humanity NNS 01-hintze-artificial 180 20 with with IN 01-hintze-artificial 180 21 sophisticated sophisticated JJ 01-hintze-artificial 180 22 technologies technology NNS 01-hintze-artificial 180 23 that that WDT 01-hintze-artificial 180 24 dilute dilute VBP 01-hintze-artificial 180 25 and and CC 01-hintze-artificial 180 26 muddy muddy VB 01-hintze-artificial 180 27 the the DT 01-hintze-artificial 180 28 nature nature NN 01-hintze-artificial 180 29 of of IN 01-hintze-artificial 180 30 qualitative qualitative JJ 01-hintze-artificial 180 31 research research NN 01-hintze-artificial 180 32 that that WDT 01-hintze-artificial 180 33 makes make VBZ 01-hintze-artificial 180 34 the the DT 01-hintze-artificial 180 35 humanities humanity NNS 01-hintze-artificial 180 36 special special JJ 01-hintze-artificial 180 37 . . . 01-hintze-artificial 181 1 However however RB 01-hintze-artificial 181 2 , , , 01-hintze-artificial 181 3 this this DT 01-hintze-artificial 181 4 imminent imminent JJ 01-hintze-artificial 181 5 clash clash NN 01-hintze-artificial 181 6 between between IN 01-hintze-artificial 181 7 quantitative quantitative JJ 01-hintze-artificial 181 8 and and CC 01-hintze-artificial 181 9 qualitative qualitative JJ 01-hintze-artificial 181 10 research research NN 01-hintze-artificial 181 11 also also RB 01-hintze-artificial 181 12 provides provide VBZ 01-hintze-artificial 181 13 a a DT 01-hintze-artificial 181 14 unique unique JJ 01-hintze-artificial 181 15 opportunity opportunity NN 01-hintze-artificial 181 16 . . . 01-hintze-artificial 182 1 Suppose suppose VB 01-hintze-artificial 182 2 there there EX 01-hintze-artificial 182 3 is be VBZ 01-hintze-artificial 182 4 a a DT 01-hintze-artificial 182 5 question question NN 01-hintze-artificial 182 6 that that WDT 01-hintze-artificial 182 7 can can MD 01-hintze-artificial 182 8 only only RB 01-hintze-artificial 182 9 be be VB 01-hintze-artificial 182 10 answered answer VBN 01-hintze-artificial 182 11 subjectively subjectively RB 01-hintze-artificial 182 12 and and CC 01-hintze-artificial 182 13 qualitatively qualitatively RB 01-hintze-artificial 182 14 . . . 01-hintze-artificial 183 1 If if IN 01-hintze-artificial 183 2 so so RB 01-hintze-artificial 183 3 , , , 01-hintze-artificial 183 4 it -PRON- PRP 01-hintze-artificial 183 5 would would MD 01-hintze-artificial 183 6 define define VB 01-hintze-artificial 183 7 a a DT 01-hintze-artificial 183 8 hard hard JJ 01-hintze-artificial 183 9 boundary boundary NN 01-hintze-artificial 183 10 against against IN 01-hintze-artificial 183 11 the the DT 01-hintze-artificial 183 12 aforementioned aforementioned JJ 01-hintze-artificial 183 13 reductionism reductionism NN 01-hintze-artificial 183 14 of of IN 01-hintze-artificial 183 15 the the DT 01-hintze-artificial 183 16 purely purely RB 01-hintze-artificial 183 17 causal causal JJ 01-hintze-artificial 183 18 quantitative quantitative JJ 01-hintze-artificial 183 19 approach approach NN 01-hintze-artificial 183 20 . . . 01-hintze-artificial 184 1 At at IN 01-hintze-artificial 184 2 the the DT 01-hintze-artificial 184 3 same same JJ 01-hintze-artificial 184 4 time time NN 01-hintze-artificial 184 5 , , , 01-hintze-artificial 184 6 such such PDT 01-hintze-artificial 184 7 a a DT 01-hintze-artificial 184 8 boundary boundary JJ 01-hintze-artificial 184 9 presents present VBZ 01-hintze-artificial 184 10 the the DT 01-hintze-artificial 184 11 perfect perfect JJ 01-hintze-artificial 184 12 target target NN 01-hintze-artificial 184 13 for for IN 01-hintze-artificial 184 14 an an DT 01-hintze-artificial 184 15 artificially artificially RB 01-hintze-artificial 184 16 intelligent intelligent JJ 01-hintze-artificial 184 17 system system NN 01-hintze-artificial 184 18 to to TO 01-hintze-artificial 184 19 prove prove VB 01-hintze-artificial 184 20 its -PRON- PRP$ 01-hintze-artificial 184 21 utility utility NN 01-hintze-artificial 184 22 . . . 01-hintze-artificial 185 1 If if IN 01-hintze-artificial 185 2 a a DT 01-hintze-artificial 185 3 computational computational JJ 01-hintze-artificial 185 4 human human JJ 01-hintze-artificial 185 5 analog analog NN 01-hintze-artificial 185 6 10 10 CD 01-hintze-artificial 185 7 Machine Machine NNP 01-hintze-artificial 185 8 Learning Learning NNP 01-hintze-artificial 185 9 , , , 01-hintze-artificial 185 10 Libraries Libraries NNPS 01-hintze-artificial 185 11 , , , 01-hintze-artificial 185 12 and and CC 01-hintze-artificial 185 13 Cross Cross NNP 01-hintze-artificial 185 14 - - NNP 01-hintze-artificial 185 15 Disciplinary Disciplinary NNP 01-hintze-artificial 185 16 ResearchǔChapter ResearchǔChapter NNP 01-hintze-artificial 185 17 1 1 CD 01-hintze-artificial 185 18 can can MD 01-hintze-artificial 185 19 be be VB 01-hintze-artificial 185 20 created create VBN 01-hintze-artificial 185 21 , , , 01-hintze-artificial 185 22 then then RB 01-hintze-artificial 185 23 it -PRON- PRP 01-hintze-artificial 185 24 must must MD 01-hintze-artificial 185 25 be be VB 01-hintze-artificial 185 26 capable capable JJ 01-hintze-artificial 185 27 of of IN 01-hintze-artificial 185 28 performing perform VBG 01-hintze-artificial 185 29 the the DT 01-hintze-artificial 185 30 same same JJ 01-hintze-artificial 185 31 tasks task NNS 01-hintze-artificial 185 32 as as IN 01-hintze-artificial 185 33 a a DT 01-hintze-artificial 185 34 humanities humanity NNS 01-hintze-artificial 185 35 researcher researcher NN 01-hintze-artificial 185 36 . . . 01-hintze-artificial 186 1 In in IN 01-hintze-artificial 186 2 other other JJ 01-hintze-artificial 186 3 words word NNS 01-hintze-artificial 186 4 , , , 01-hintze-artificial 186 5 it -PRON- PRP 01-hintze-artificial 186 6 must must MD 01-hintze-artificial 186 7 be be VB 01-hintze-artificial 186 8 able able JJ 01-hintze-artificial 186 9 to to TO 01-hintze-artificial 186 10 answer answer VB 01-hintze-artificial 186 11 subjective subjective JJ 01-hintze-artificial 186 12 and and CC 01-hintze-artificial 186 13 qualitative qualitative JJ 01-hintze-artificial 186 14 questions question NNS 01-hintze-artificial 186 15 , , , 01-hintze-artificial 186 16 regardless regardless RB 01-hintze-artificial 186 17 of of IN 01-hintze-artificial 186 18 its -PRON- PRP$ 01-hintze-artificial 186 19 computational computational JJ 01-hintze-artificial 186 20 and and CC 01-hintze-artificial 186 21 quantitative quantitative JJ 01-hintze-artificial 186 22 construction construction NN 01-hintze-artificial 186 23 . . . 01-hintze-artificial 187 1 Failing fail VBG 01-hintze-artificial 187 2 at at IN 01-hintze-artificial 187 3 such such PDT 01-hintze-artificial 187 4 a a DT 01-hintze-artificial 187 5 task task NN 01-hintze-artificial 187 6 would would MD 01-hintze-artificial 187 7 be be VB 01-hintze-artificial 187 8 equivalent equivalent JJ 01-hintze-artificial 187 9 to to IN 01-hintze-artificial 187 10 fail- fail- VB 01-hintze-artificial 187 11 ing e VBG 01-hintze-artificial 187 12 the the DT 01-hintze-artificial 187 13 famous famous JJ 01-hintze-artificial 187 14 Turing Turing NNP 01-hintze-artificial 187 15 test test NN 01-hintze-artificial 187 16 , , , 01-hintze-artificial 187 17 thereby thereby RB 01-hintze-artificial 187 18 proving prove VBG 01-hintze-artificial 187 19 the the DT 01-hintze-artificial 187 20 AI AI NNP 01-hintze-artificial 187 21 is be VBZ 01-hintze-artificial 187 22 not not RB 01-hintze-artificial 187 23 yet yet RB 01-hintze-artificial 187 24 human human JJ 01-hintze-artificial 187 25 - - HYPH 01-hintze-artificial 187 26 like like JJ 01-hintze-artificial 187 27 enough enough NN 01-hintze-artificial 187 28 . . . 01-hintze-artificial 188 1 In in IN 01-hintze-artificial 188 2 this this DT 01-hintze-artificial 188 3 way way NN 01-hintze-artificial 188 4 , , , 01-hintze-artificial 188 5 the the DT 01-hintze-artificial 188 6 qualitative qualitative JJ 01-hintze-artificial 188 7 nature nature NN 01-hintze-artificial 188 8 of of IN 01-hintze-artificial 188 9 the the DT 01-hintze-artificial 188 10 humanities humanity NNS 01-hintze-artificial 188 11 poses pose VBZ 01-hintze-artificial 188 12 a a DT 01-hintze-artificial 188 13 challenge challenge NN 01-hintze-artificial 188 14 — — : 01-hintze-artificial 188 15 and and CC 01-hintze-artificial 188 16 maybe maybe RB 01-hintze-artificial 188 17 a a DT 01-hintze-artificial 188 18 threat threat NN 01-hintze-artificial 188 19 — — : 01-hintze-artificial 188 20 to to TO 01-hintze-artificial 188 21 artificially artificially RB 01-hintze-artificial 188 22 intelligent intelligent JJ 01-hintze-artificial 188 23 systems system NNS 01-hintze-artificial 188 24 . . . 01-hintze-artificial 189 1 While while IN 01-hintze-artificial 189 2 some some DT 01-hintze-artificial 189 3 might may MD 01-hintze-artificial 189 4 say say VB 01-hintze-artificial 189 5 the the DT 01-hintze-artificial 189 6 threat threat NN 01-hintze-artificial 189 7 is be VBZ 01-hintze-artificial 189 8 mutual mutual JJ 01-hintze-artificial 189 9 , , , 01-hintze-artificial 189 10 past past JJ 01-hintze-artificial 189 11 successes success NNS 01-hintze-artificial 189 12 of of IN 01-hintze-artificial 189 13 interdisciplinary interdisciplinary JJ 01-hintze-artificial 189 14 research research NN 01-hintze-artificial 189 15 suggest suggest VBP 01-hintze-artificial 189 16 otherwise otherwise RB 01-hintze-artificial 189 17 : : : 01-hintze-artificial 189 18 The the DT 01-hintze-artificial 189 19 digital digital JJ 01-hintze-artificial 189 20 humanities humanity NNS 01-hintze-artificial 189 21 could could MD 01-hintze-artificial 189 22 become become VB 01-hintze-artificial 189 23 the the DT 01-hintze-artificial 189 24 forefront forefront NN 01-hintze-artificial 189 25 of of IN 01-hintze-artificial 189 26 AI AI NNP 01-hintze-artificial 189 27 research research NN 01-hintze-artificial 189 28 . . . 01-hintze-artificial 190 1 Beyond beyond IN 01-hintze-artificial 190 2 machine machine NN 01-hintze-artificial 190 3 training training NN 01-hintze-artificial 190 4 , , , 01-hintze-artificial 190 5 towards towards IN 01-hintze-artificial 190 6 general general JJ 01-hintze-artificial 190 7 purpose purpose NN 01-hintze-artificial 190 8 intelligence intelligence NN 01-hintze-artificial 190 9 Currently currently RB 01-hintze-artificial 190 10 , , , 01-hintze-artificial 190 11 machines machine NNS 01-hintze-artificial 190 12 do do VBP 01-hintze-artificial 190 13 not not RB 01-hintze-artificial 190 14 learn learn VB 01-hintze-artificial 190 15 but but CC 01-hintze-artificial 190 16 must must MD 01-hintze-artificial 190 17 be be VB 01-hintze-artificial 190 18 trained train VBN 01-hintze-artificial 190 19 , , , 01-hintze-artificial 190 20 typically typically RB 01-hintze-artificial 190 21 with with IN 01-hintze-artificial 190 22 human human NN 01-hintze-artificial 190 23 - - HYPH 01-hintze-artificial 190 24 labeled label VBN 01-hintze-artificial 190 25 data datum NNS 01-hintze-artificial 190 26 . . . 01-hintze-artificial 191 1 ML ML NNP 01-hintze-artificial 191 2 algorithms algorithm NNS 01-hintze-artificial 191 3 are be VBP 01-hintze-artificial 191 4 not not RB 01-hintze-artificial 191 5 smart smart JJ 01-hintze-artificial 191 6 as as IN 01-hintze-artificial 191 7 we -PRON- PRP 01-hintze-artificial 191 8 are be VBP 01-hintze-artificial 191 9 , , , 01-hintze-artificial 191 10 but but CC 01-hintze-artificial 191 11 they -PRON- PRP 01-hintze-artificial 191 12 can can MD 01-hintze-artificial 191 13 solve solve VB 01-hintze-artificial 191 14 specific specific JJ 01-hintze-artificial 191 15 tasks task NNS 01-hintze-artificial 191 16 in in IN 01-hintze-artificial 191 17 sophisticated sophisticated JJ 01-hintze-artificial 191 18 ways way NNS 01-hintze-artificial 191 19 . . . 01-hintze-artificial 192 1 Per- Per- NNP 01-hintze-artificial 192 2 haps haps RB 01-hintze-artificial 192 3 sentience sentience NN 01-hintze-artificial 192 4 will will MD 01-hintze-artificial 192 5 only only RB 01-hintze-artificial 192 6 be be VB 01-hintze-artificial 192 7 a a DT 01-hintze-artificial 192 8 product product NN 01-hintze-artificial 192 9 of of IN 01-hintze-artificial 192 10 enough enough JJ 01-hintze-artificial 192 11 time time NN 01-hintze-artificial 192 12 and and CC 01-hintze-artificial 192 13 training training NN 01-hintze-artificial 192 14 data datum NNS 01-hintze-artificial 192 15 , , , 01-hintze-artificial 192 16 but but CC 01-hintze-artificial 192 17 the the DT 01-hintze-artificial 192 18 path path NN 01-hintze-artificial 192 19 to to IN 01-hintze-artificial 192 20 sentience sentience NN 01-hintze-artificial 192 21 probably probably RB 01-hintze-artificial 192 22 requires require VBZ 01-hintze-artificial 192 23 more more JJR 01-hintze-artificial 192 24 than than IN 01-hintze-artificial 192 25 time time NN 01-hintze-artificial 192 26 and and CC 01-hintze-artificial 192 27 data datum NNS 01-hintze-artificial 192 28 . . . 01-hintze-artificial 193 1 The the DT 01-hintze-artificial 193 2 process process NN 01-hintze-artificial 193 3 that that WDT 01-hintze-artificial 193 4 gave give VBD 01-hintze-artificial 193 5 rise rise NN 01-hintze-artificial 193 6 to to IN 01-hintze-artificial 193 7 human human JJ 01-hintze-artificial 193 8 intelligence intelligence NN 01-hintze-artificial 193 9 was be VBD 01-hintze-artificial 193 10 evolution evolution NN 01-hintze-artificial 193 11 . . . 01-hintze-artificial 194 1 This this DT 01-hintze-artificial 194 2 opportunistic opportunistic JJ 01-hintze-artificial 194 3 process process NN 01-hintze-artificial 194 4 optimized optimize VBD 01-hintze-artificial 194 5 brains brain NNS 01-hintze-artificial 194 6 over over IN 01-hintze-artificial 194 7 endless endless JJ 01-hintze-artificial 194 8 generations generation NNS 01-hintze-artificial 194 9 to to TO 01-hintze-artificial 194 10 perform perform VB 01-hintze-artificial 194 11 ever ever RB 01-hintze-artificial 194 12 - - HYPH 01-hintze-artificial 194 13 changing change VBG 01-hintze-artificial 194 14 tasks task NNS 01-hintze-artificial 194 15 , , , 01-hintze-artificial 194 16 and and CC 01-hintze-artificial 194 17 it -PRON- PRP 01-hintze-artificial 194 18 is be VBZ 01-hintze-artificial 194 19 the the DT 01-hintze-artificial 194 20 only only JJ 01-hintze-artificial 194 21 known know VBN 01-hintze-artificial 194 22 example example NN 01-hintze-artificial 194 23 of of IN 01-hintze-artificial 194 24 a a DT 01-hintze-artificial 194 25 process process NN 01-hintze-artificial 194 26 that that WDT 01-hintze-artificial 194 27 resulted result VBD 01-hintze-artificial 194 28 in in IN 01-hintze-artificial 194 29 such such JJ 01-hintze-artificial 194 30 complex complex JJ 01-hintze-artificial 194 31 intelligence intelligence NN 01-hintze-artificial 194 32 . . . 01-hintze-artificial 195 1 None none NN 01-hintze-artificial 195 2 of of IN 01-hintze-artificial 195 3 the the DT 01-hintze-artificial 195 4 earlier early RBR 01-hintze-artificial 195 5 described describe VBN 01-hintze-artificial 195 6 computational computational JJ 01-hintze-artificial 195 7 methods method NNS 01-hintze-artificial 195 8 even even RB 01-hintze-artificial 195 9 remotely remotely RB 01-hintze-artificial 195 10 follow follow VBP 01-hintze-artificial 195 11 this this DT 01-hintze-artificial 195 12 paradigm paradigm NN 01-hintze-artificial 195 13 : : : 01-hintze-artificial 195 14 Researchers researcher NNS 01-hintze-artificial 195 15 designed design VBD 01-hintze-artificial 195 16 ad ad NN 01-hintze-artificial 195 17 hoc hoc FW 01-hintze-artificial 195 18 algorithms algorithm NNS 01-hintze-artificial 195 19 that that WDT 01-hintze-artificial 195 20 solved solve VBD 01-hintze-artificial 195 21 well well RB 01-hintze-artificial 195 22 - - HYPH 01-hintze-artificial 195 23 defined define VBN 01-hintze-artificial 195 24 problems problem NNS 01-hintze-artificial 195 25 . . . 01-hintze-artificial 196 1 The the DT 01-hintze-artificial 196 2 next next JJ 01-hintze-artificial 196 3 iteration iteration NN 01-hintze-artificial 196 4 of of IN 01-hintze-artificial 196 5 these these DT 01-hintze-artificial 196 6 methods method NNS 01-hintze-artificial 196 7 is be VBZ 01-hintze-artificial 196 8 either either CC 01-hintze-artificial 196 9 an an DT 01-hintze-artificial 196 10 incremental incremental JJ 01-hintze-artificial 196 11 improvement improvement NN 01-hintze-artificial 196 12 of of IN 01-hintze-artificial 196 13 existing exist VBG 01-hintze-artificial 196 14 code code NN 01-hintze-artificial 196 15 , , , 01-hintze-artificial 196 16 a a DT 01-hintze-artificial 196 17 new new JJ 01-hintze-artificial 196 18 method- method- JJ 01-hintze-artificial 196 19 ological ological JJ 01-hintze-artificial 196 20 invention invention NN 01-hintze-artificial 196 21 , , , 01-hintze-artificial 196 22 or or CC 01-hintze-artificial 196 23 an an DT 01-hintze-artificial 196 24 application application NN 01-hintze-artificial 196 25 to to IN 01-hintze-artificial 196 26 a a DT 01-hintze-artificial 196 27 new new JJ 01-hintze-artificial 196 28 data data NN 01-hintze-artificial 196 29 set set NN 01-hintze-artificial 196 30 . . . 01-hintze-artificial 197 1 These these DT 01-hintze-artificial 197 2 improvements improvement NNS 01-hintze-artificial 197 3 do do VBP 01-hintze-artificial 197 4 not not RB 01-hintze-artificial 197 5 compound compound VB 01-hintze-artificial 197 6 to to TO 01-hintze-artificial 197 7 make make VB 01-hintze-artificial 197 8 AI AI NNP 01-hintze-artificial 197 9 tools tool NNS 01-hintze-artificial 197 10 better well JJR 01-hintze-artificial 197 11 generalists generalist NNS 01-hintze-artificial 197 12 , , , 01-hintze-artificial 197 13 but but CC 01-hintze-artificial 197 14 instead instead RB 01-hintze-artificial 197 15 contribute contribute VB 01-hintze-artificial 197 16 to to IN 01-hintze-artificial 197 17 the the DT 01-hintze-artificial 197 18 diversity diversity NN 01-hintze-artificial 197 19 of of IN 01-hintze-artificial 197 20 the the DT 01-hintze-artificial 197 21 existing exist VBG 01-hintze-artificial 197 22 tools tool NNS 01-hintze-artificial 197 23 . . . 01-hintze-artificial 198 1 One one CD 01-hintze-artificial 198 2 approach approach NN 01-hintze-artificial 198 3 that that WDT 01-hintze-artificial 198 4 does do VBZ 01-hintze-artificial 198 5 not not RB 01-hintze-artificial 198 6 suffer suffer VB 01-hintze-artificial 198 7 from from IN 01-hintze-artificial 198 8 these these DT 01-hintze-artificial 198 9 shortcomings shortcoming NNS 01-hintze-artificial 198 10 is be VBZ 01-hintze-artificial 198 11 neuro neuro NNP 01-hintze-artificial 198 12 - - HYPH 01-hintze-artificial 198 13 evolution evolution NN 01-hintze-artificial 198 14 ( ( -LRB- 01-hintze-artificial 198 15 Floreano Floreano NNP 01-hintze-artificial 198 16 , , , 01-hintze-artificial 198 17 Dürr Dürr NNP 01-hintze-artificial 198 18 , , , 01-hintze-artificial 198 19 and and CC 01-hintze-artificial 198 20 Mattiussi Mattiussi NNP 01-hintze-artificial 198 21 2008 2008 CD 01-hintze-artificial 198 22 ) ) -RRB- 01-hintze-artificial 198 23 . . . 01-hintze-artificial 199 1 Currently currently RB 01-hintze-artificial 199 2 , , , 01-hintze-artificial 199 3 the the DT 01-hintze-artificial 199 4 field field NN 01-hintze-artificial 199 5 of of IN 01-hintze-artificial 199 6 Neuroevolution Neuroevolution NNP 01-hintze-artificial 199 7 is be VBZ 01-hintze-artificial 199 8 in in IN 01-hintze-artificial 199 9 its -PRON- PRP$ 01-hintze-artificial 199 10 infancy infancy NN 01-hintze-artificial 199 11 , , , 01-hintze-artificial 199 12 but but CC 01-hintze-artificial 199 13 find- find- NNP 01-hintze-artificial 199 14 ing ing NNP 01-hintze-artificial 199 15 new new JJ 01-hintze-artificial 199 16 and and CC 01-hintze-artificial 199 17 creative creative JJ 01-hintze-artificial 199 18 solutions solution NNS 01-hintze-artificial 199 19 to to TO 01-hintze-artificial 199 20 otherwise otherwise RB 01-hintze-artificial 199 21 unsolved unsolved JJ 01-hintze-artificial 199 22 problems problem NNS 01-hintze-artificial 199 23 , , , 01-hintze-artificial 199 24 such such JJ 01-hintze-artificial 199 25 as as IN 01-hintze-artificial 199 26 controlling control VBG 01-hintze-artificial 199 27 robots robot NNS 01-hintze-artificial 199 28 driv- driv- VBD 01-hintze-artificial 199 29 ing ing NN 01-hintze-artificial 199 30 cars car NNS 01-hintze-artificial 199 31 , , , 01-hintze-artificial 199 32 is be VBZ 01-hintze-artificial 199 33 a a DT 01-hintze-artificial 199 34 popular popular JJ 01-hintze-artificial 199 35 area area NN 01-hintze-artificial 199 36 of of IN 01-hintze-artificial 199 37 focus focus NN 01-hintze-artificial 199 38 ( ( -LRB- 01-hintze-artificial 199 39 Lehman Lehman NNP 01-hintze-artificial 199 40 et et NNP 01-hintze-artificial 199 41 al al NNP 01-hintze-artificial 199 42 . . . 01-hintze-artificial 200 1 2020 2020 CD 01-hintze-artificial 200 2 ) ) -RRB- 01-hintze-artificial 200 3 . . . 01-hintze-artificial 201 1 At at IN 01-hintze-artificial 201 2 the the DT 01-hintze-artificial 201 3 same same JJ 01-hintze-artificial 201 4 time time NN 01-hintze-artificial 201 5 , , , 01-hintze-artificial 201 6 memory memory NN 01-hintze-artificial 201 7 formation formation NN 01-hintze-artificial 201 8 ( ( -LRB- 01-hintze-artificial 201 9 Marstaller Marstaller NNP 01-hintze-artificial 201 10 , , , 01-hintze-artificial 201 11 Hintze Hintze NNP 01-hintze-artificial 201 12 , , , 01-hintze-artificial 201 13 and and CC 01-hintze-artificial 201 14 Adami Adami NNP 01-hintze-artificial 201 15 2013 2013 CD 01-hintze-artificial 201 16 ) ) -RRB- 01-hintze-artificial 201 17 , , , 01-hintze-artificial 201 18 information information NN 01-hintze-artificial 201 19 integration integration NN 01-hintze-artificial 201 20 in in IN 01-hintze-artificial 201 21 the the DT 01-hintze-artificial 201 22 brain brain NN 01-hintze-artificial 201 23 ( ( -LRB- 01-hintze-artificial 201 24 Tononi Tononi NNP 01-hintze-artificial 201 25 2004 2004 CD 01-hintze-artificial 201 26 ) ) -RRB- 01-hintze-artificial 201 27 , , , 01-hintze-artificial 201 28 and and CC 01-hintze-artificial 201 29 how how WRB 01-hintze-artificial 201 30 systems system NNS 01-hintze-artificial 201 31 evolve evolve VBP 01-hintze-artificial 201 32 the the DT 01-hintze-artificial 201 33 ability ability NN 01-hintze-artificial 201 34 to to TO 01-hintze-artificial 201 35 learn learn VB 01-hintze-artificial 201 36 ( ( -LRB- 01-hintze-artificial 201 37 Sheneman Sheneman NNP 01-hintze-artificial 201 38 , , , 01-hintze-artificial 201 39 Schossau Schossau NNP 01-hintze-artificial 201 40 , , , 01-hintze-artificial 201 41 and and CC 01-hintze-artificial 201 42 Hintze Hintze NNP 01-hintze-artificial 201 43 2019 2019 CD 01-hintze-artificial 201 44 ) ) -RRB- 01-hintze-artificial 201 45 are be VBP 01-hintze-artificial 201 46 also also RB 01-hintze-artificial 201 47 being be VBG 01-hintze-artificial 201 48 researched research VBN 01-hintze-artificial 201 49 , , , 01-hintze-artificial 201 50 as as IN 01-hintze-artificial 201 51 they -PRON- PRP 01-hintze-artificial 201 52 are be VBP 01-hintze-artificial 201 53 building build VBG 01-hintze-artificial 201 54 blocks block NNS 01-hintze-artificial 201 55 of of IN 01-hintze-artificial 201 56 general general JJ 01-hintze-artificial 201 57 purpose purpose NN 01-hintze-artificial 201 58 intelligence intelligence NN 01-hintze-artificial 201 59 . . . 01-hintze-artificial 202 1 While while IN 01-hintze-artificial 202 2 it -PRON- PRP 01-hintze-artificial 202 3 is be VBZ 01-hintze-artificial 202 4 not not RB 01-hintze-artificial 202 5 clear clear JJ 01-hintze-artificial 202 6 how how WRB 01-hintze-artificial 202 7 thinking thinking NN 01-hintze-artificial 202 8 machines machine NNS 01-hintze-artificial 202 9 will will MD 01-hintze-artificial 202 10 ultimately ultimately RB 01-hintze-artificial 202 11 emerge emerge VB 01-hintze-artificial 202 12 , , , 01-hintze-artificial 202 13 they -PRON- PRP 01-hintze-artificial 202 14 are be VBP 01-hintze-artificial 202 15 on on IN 01-hintze-artificial 202 16 the the DT 01-hintze-artificial 202 17 horizon horizon NN 01-hintze-artificial 202 18 . . . 01-hintze-artificial 203 1 The the DT 01-hintze-artificial 203 2 dualism dualism NN 01-hintze-artificial 203 3 of of IN 01-hintze-artificial 203 4 a a DT 01-hintze-artificial 203 5 quantitative quantitative JJ 01-hintze-artificial 203 6 system system NN 01-hintze-artificial 203 7 that that WDT 01-hintze-artificial 203 8 can can MD 01-hintze-artificial 203 9 be be VB 01-hintze-artificial 203 10 subjective subjective JJ 01-hintze-artificial 203 11 and and CC 01-hintze-artificial 203 12 understand understand VB 01-hintze-artificial 203 13 the the DT 01-hintze-artificial 203 14 qualitative qualitative JJ 01-hintze-artificial 203 15 nature nature NN 01-hintze-artificial 203 16 of of IN 01-hintze-artificial 203 17 existence existence NN 01-hintze-artificial 203 18 makes make VBZ 01-hintze-artificial 203 19 it -PRON- PRP 01-hintze-artificial 203 20 a a DT 01-hintze-artificial 203 21 strange strange JJ 01-hintze-artificial 203 22 artifact artifact NN 01-hintze-artificial 203 23 that that WDT 01-hintze-artificial 203 24 can can MD 01-hintze-artificial 203 25 not not RB 01-hintze-artificial 203 26 be be VB 01-hintze-artificial 203 27 ignored ignore VBN 01-hintze-artificial 203 28 . . . 01-hintze-artificial 204 1 References References NNPS 01-hintze-artificial 204 2 Campbell Campbell NNP 01-hintze-artificial 204 3 , , , 01-hintze-artificial 204 4 Murray Murray NNP 01-hintze-artificial 204 5 , , , 01-hintze-artificial 204 6 A a DT 01-hintze-artificial 204 7 Joseph Joseph NNP 01-hintze-artificial 204 8 Hoane Hoane NNP 01-hintze-artificial 204 9 Jr Jr NNP 01-hintze-artificial 204 10 , , , 01-hintze-artificial 204 11 and and CC 01-hintze-artificial 204 12 Feng Feng NNP 01-hintze-artificial 204 13 - - HYPH 01-hintze-artificial 204 14 hsiung hsiung NNP 01-hintze-artificial 204 15 Hsu Hsu NNP 01-hintze-artificial 204 16 . . . 01-hintze-artificial 205 1 2002 2002 CD 01-hintze-artificial 205 2 . . . 01-hintze-artificial 206 1 “ " `` 01-hintze-artificial 206 2 Deep Deep NNP 01-hintze-artificial 206 3 Blue Blue NNP 01-hintze-artificial 206 4 . . . 01-hintze-artificial 206 5 ” " '' 01-hintze-artificial 206 6 Artificial Artificial NNP 01-hintze-artificial 206 7 Intelligence Intelligence NNP 01-hintze-artificial 206 8 134 134 CD 01-hintze-artificial 206 9 ( ( -LRB- 01-hintze-artificial 206 10 1–2 1–2 CD 01-hintze-artificial 206 11 ) ) -RRB- 01-hintze-artificial 206 12 : : : 01-hintze-artificial 206 13 57–83 57–83 LS 01-hintze-artificial 206 14 . . . 01-hintze-artificial 207 1 El El NNP 01-hintze-artificial 207 2 - - HYPH 01-hintze-artificial 207 3 Boustani Boustani NNP 01-hintze-artificial 207 4 , , , 01-hintze-artificial 207 5 Sami Sami NNP 01-hintze-artificial 207 6 , , , 01-hintze-artificial 207 7 Jacque Jacque NNP 01-hintze-artificial 207 8 P P NNP 01-hintze-artificial 207 9 K K NNP 01-hintze-artificial 207 10 Ip Ip NNP 01-hintze-artificial 207 11 , , , 01-hintze-artificial 207 12 Vincent Vincent NNP 01-hintze-artificial 207 13 Breton Breton NNP 01-hintze-artificial 207 14 - - HYPH 01-hintze-artificial 207 15 Provencher Provencher NNP 01-hintze-artificial 207 16 , , , 01-hintze-artificial 207 17 Graham Graham NNP 01-hintze-artificial 207 18 W W NNP 01-hintze-artificial 207 19 Knott Knott NNP 01-hintze-artificial 207 20 , , , 01-hintze-artificial 207 21 Hiroyuki Hiroyuki NNP 01-hintze-artificial 207 22 Okuno Okuno NNP 01-hintze-artificial 207 23 , , , 01-hintze-artificial 207 24 Haruhiko Haruhiko NNP 01-hintze-artificial 207 25 Bito Bito NNP 01-hintze-artificial 207 26 , , , 01-hintze-artificial 207 27 and and CC 01-hintze-artificial 207 28 Mriganka Mriganka NNP 01-hintze-artificial 207 29 Sur Sur NNP 01-hintze-artificial 207 30 . . . 01-hintze-artificial 208 1 2018 2018 CD 01-hintze-artificial 208 2 . . . 01-hintze-artificial 209 1 “ " `` 01-hintze-artificial 209 2 Locally locally RB 01-hintze-artificial 209 3 Coordinated Coordinated NNP 01-hintze-artificial 209 4 Synaptic Synaptic NNP 01-hintze-artificial 209 5 Plasticity Plasticity NNP 01-hintze-artificial 209 6 of of IN 01-hintze-artificial 209 7 Visual Visual NNP 01-hintze-artificial 209 8 Cortex Cortex NNP 01-hintze-artificial 209 9 Neurons Neurons NNPS 01-hintze-artificial 209 10 in in IN 01-hintze-artificial 209 11 Vivo Vivo NNP 01-hintze-artificial 209 12 . . . 01-hintze-artificial 209 13 ” " '' 01-hintze-artificial 209 14 Science science NN 01-hintze-artificial 209 15 360 360 CD 01-hintze-artificial 209 16 ( ( -LRB- 01-hintze-artificial 209 17 6395 6395 CD 01-hintze-artificial 209 18 ) ) -RRB- 01-hintze-artificial 209 19 : : : 01-hintze-artificial 209 20 1349–54 1349–54 LS 01-hintze-artificial 209 21 . . . 01-hintze-artificial 210 1 Ferrucci Ferrucci NNP 01-hintze-artificial 210 2 , , , 01-hintze-artificial 210 3 David David NNP 01-hintze-artificial 210 4 , , , 01-hintze-artificial 210 5 Anthony Anthony NNP 01-hintze-artificial 210 6 Levas Levas NNP 01-hintze-artificial 210 7 , , , 01-hintze-artificial 210 8 Sugato Sugato NNP 01-hintze-artificial 210 9 Bagchi Bagchi NNP 01-hintze-artificial 210 10 , , , 01-hintze-artificial 210 11 David David NNP 01-hintze-artificial 210 12 Gondek Gondek NNP 01-hintze-artificial 210 13 , , , 01-hintze-artificial 210 14 and and CC 01-hintze-artificial 210 15 Erik Erik NNP 01-hintze-artificial 210 16 T T NNP 01-hintze-artificial 210 17 Mueller Mueller NNP 01-hintze-artificial 210 18 . . . 01-hintze-artificial 211 1 2013 2013 CD 01-hintze-artificial 211 2 . . . 01-hintze-artificial 212 1 “ " `` 01-hintze-artificial 212 2 Watson watson NN 01-hintze-artificial 212 3 : : : 01-hintze-artificial 212 4 Beyond beyond IN 01-hintze-artificial 212 5 Jeopardy Jeopardy NNP 01-hintze-artificial 212 6 ! ! . 01-hintze-artificial 212 7 ” " '' 01-hintze-artificial 212 8 Artificial Artificial NNP 01-hintze-artificial 212 9 Intelligence Intelligence NNP 01-hintze-artificial 212 10 199 199 CD 01-hintze-artificial 212 11 : : : 01-hintze-artificial 212 12 93–105 93–105 CD 01-hintze-artificial 212 13 . . . 01-hintze-artificial 213 1 Fitzpatrick Fitzpatrick NNP 01-hintze-artificial 213 2 , , , 01-hintze-artificial 213 3 Kathleen Kathleen NNP 01-hintze-artificial 213 4 . . . 01-hintze-artificial 214 1 2012 2012 CD 01-hintze-artificial 214 2 . . . 01-hintze-artificial 215 1 “ " `` 01-hintze-artificial 215 2 The the DT 01-hintze-artificial 215 3 Humanities Humanities NNPS 01-hintze-artificial 215 4 , , , 01-hintze-artificial 215 5 Done do VBN 01-hintze-artificial 215 6 Digitally digitally RB 01-hintze-artificial 215 7 . . . 01-hintze-artificial 215 8 ” " '' 01-hintze-artificial 215 9 In in IN 01-hintze-artificial 215 10 Debates debate NNS 01-hintze-artificial 215 11 in in IN 01-hintze-artificial 215 12 the the DT 01-hintze-artificial 215 13 Digital Digital NNP 01-hintze-artificial 215 14 Hu- Hu- NNP 01-hintze-artificial 215 15 manities manitie NNS 01-hintze-artificial 215 16 , , , 01-hintze-artificial 215 17 edited edit VBN 01-hintze-artificial 215 18 by by IN 01-hintze-artificial 215 19 Matthew Matthew NNP 01-hintze-artificial 215 20 K. K. NNP 01-hintze-artificial 215 21 Gold Gold NNP 01-hintze-artificial 215 22 , , , 01-hintze-artificial 215 23 12–15 12–15 CD 01-hintze-artificial 215 24 . . . 01-hintze-artificial 216 1 Minneapolis Minneapolis NNP 01-hintze-artificial 216 2 : : : 01-hintze-artificial 216 3 University University NNP 01-hintze-artificial 216 4 of of IN 01-hintze-artificial 216 5 Minnesota Minnesota NNP 01-hintze-artificial 216 6 Press Press NNP 01-hintze-artificial 216 7 . . . 01-hintze-artificial 217 1 Hintze Hintze NNP 01-hintze-artificial 217 2 and and CC 01-hintze-artificial 217 3 Schossau Schossau NNP 01-hintze-artificial 217 4 11 11 CD 01-hintze-artificial 217 5 Floreano Floreano NNP 01-hintze-artificial 217 6 , , , 01-hintze-artificial 217 7 Dario Dario NNP 01-hintze-artificial 217 8 , , , 01-hintze-artificial 217 9 Peter Peter NNP 01-hintze-artificial 217 10 Dürr Dürr NNP 01-hintze-artificial 217 11 , , , 01-hintze-artificial 217 12 and and CC 01-hintze-artificial 217 13 Claudio Claudio NNP 01-hintze-artificial 217 14 Mattiussi Mattiussi NNP 01-hintze-artificial 217 15 . . . 01-hintze-artificial 218 1 2008 2008 CD 01-hintze-artificial 218 2 . . . 01-hintze-artificial 219 1 “ " `` 01-hintze-artificial 219 2 Neuroevolution neuroevolution NN 01-hintze-artificial 219 3 : : : 01-hintze-artificial 219 4 From from IN 01-hintze-artificial 219 5 Architec- Architec- NNP 01-hintze-artificial 219 6 tures ture NNS 01-hintze-artificial 219 7 to to IN 01-hintze-artificial 219 8 Learning Learning NNP 01-hintze-artificial 219 9 . . . 01-hintze-artificial 219 10 ” " '' 01-hintze-artificial 219 11 Evolutionary Evolutionary NNP 01-hintze-artificial 219 12 Intelligence Intelligence NNP 01-hintze-artificial 219 13 1 1 CD 01-hintze-artificial 219 14 ( ( -LRB- 01-hintze-artificial 219 15 1 1 CD 01-hintze-artificial 219 16 ) ) -RRB- 01-hintze-artificial 219 17 : : : 01-hintze-artificial 219 18 47–62 47–62 LS 01-hintze-artificial 219 19 . . . 01-hintze-artificial 220 1 French French NNP 01-hintze-artificial 220 2 , , , 01-hintze-artificial 220 3 Robert Robert NNP 01-hintze-artificial 220 4 M. M. NNP 01-hintze-artificial 220 5 1999 1999 CD 01-hintze-artificial 220 6 . . . 01-hintze-artificial 221 1 “ " `` 01-hintze-artificial 221 2 Catastrophic Catastrophic NNP 01-hintze-artificial 221 3 Forgetting Forgetting NNP 01-hintze-artificial 221 4 in in IN 01-hintze-artificial 221 5 Connectionist Connectionist NNP 01-hintze-artificial 221 6 Networks Networks NNP 01-hintze-artificial 221 7 . . . 01-hintze-artificial 221 8 ” " '' 01-hintze-artificial 221 9 Trends trend NNS 01-hintze-artificial 221 10 in in IN 01-hintze-artificial 221 11 Cog- Cog- NNP 01-hintze-artificial 221 12 nitive nitive JJ 01-hintze-artificial 221 13 Sciences Sciences NNPS 01-hintze-artificial 221 14 3 3 CD 01-hintze-artificial 221 15 ( ( -LRB- 01-hintze-artificial 221 16 4 4 CD 01-hintze-artificial 221 17 ) ) -RRB- 01-hintze-artificial 221 18 : : : 01-hintze-artificial 221 19 128–35 128–35 CD 01-hintze-artificial 221 20 . . . 01-hintze-artificial 222 1 Gibney Gibney NNP 01-hintze-artificial 222 2 , , , 01-hintze-artificial 222 3 Elizabeth Elizabeth NNP 01-hintze-artificial 222 4 . . . 01-hintze-artificial 223 1 2016 2016 CD 01-hintze-artificial 223 2 . . . 01-hintze-artificial 224 1 “ " `` 01-hintze-artificial 224 2 Google Google NNP 01-hintze-artificial 224 3 AI AI NNP 01-hintze-artificial 224 4 Algorithm Algorithm NNP 01-hintze-artificial 224 5 Masters Masters NNP 01-hintze-artificial 224 6 Ancient Ancient NNP 01-hintze-artificial 224 7 Game Game NNP 01-hintze-artificial 224 8 of of IN 01-hintze-artificial 224 9 Go Go NNP 01-hintze-artificial 224 10 . . . 01-hintze-artificial 224 11 ” " '' 01-hintze-artificial 224 12 Nature Nature NNP 01-hintze-artificial 224 13 News News NNP 01-hintze-artificial 224 14 529 529 CD 01-hintze-artificial 224 15 ( ( -LRB- 01-hintze-artificial 224 16 7587 7587 CD 01-hintze-artificial 224 17 ) ) -RRB- 01-hintze-artificial 224 18 : : : 01-hintze-artificial 224 19 445 445 CD 01-hintze-artificial 224 20 . . . 01-hintze-artificial 225 1 Goodfellow Goodfellow NNP 01-hintze-artificial 225 2 , , , 01-hintze-artificial 225 3 Ian Ian NNP 01-hintze-artificial 225 4 , , , 01-hintze-artificial 225 5 Jean Jean NNP 01-hintze-artificial 225 6 Pouget Pouget NNP 01-hintze-artificial 225 7 - - HYPH 01-hintze-artificial 225 8 Abadie Abadie NNP 01-hintze-artificial 225 9 , , , 01-hintze-artificial 225 10 Mehdi Mehdi NNP 01-hintze-artificial 225 11 Mirza Mirza NNP 01-hintze-artificial 225 12 , , , 01-hintze-artificial 225 13 Bing Bing NNP 01-hintze-artificial 225 14 Xu Xu NNP 01-hintze-artificial 225 15 , , , 01-hintze-artificial 225 16 David David NNP 01-hintze-artificial 225 17 Warde Warde NNP 01-hintze-artificial 225 18 - - HYPH 01-hintze-artificial 225 19 Farley Farley NNP 01-hintze-artificial 225 20 , , , 01-hintze-artificial 225 21 Sherjil Sherjil NNP 01-hintze-artificial 225 22 Ozair Ozair NNP 01-hintze-artificial 225 23 , , , 01-hintze-artificial 225 24 Aaron Aaron NNP 01-hintze-artificial 225 25 Courville Courville NNP 01-hintze-artificial 225 26 , , , 01-hintze-artificial 225 27 and and CC 01-hintze-artificial 225 28 Yoshua Yoshua NNP 01-hintze-artificial 225 29 Bengio Bengio NNP 01-hintze-artificial 225 30 . . . 01-hintze-artificial 226 1 2014 2014 CD 01-hintze-artificial 226 2 . . . 01-hintze-artificial 227 1 “ " `` 01-hintze-artificial 227 2 Generative Generative NNP 01-hintze-artificial 227 3 Adversarial Adversarial NNP 01-hintze-artificial 227 4 Nets Nets NNPS 01-hintze-artificial 227 5 . . . 01-hintze-artificial 227 6 ” " '' 01-hintze-artificial 227 7 In in IN 01-hintze-artificial 227 8 Advances advance NNS 01-hintze-artificial 227 9 in in IN 01-hintze-artificial 227 10 Neural Neural NNP 01-hintze-artificial 227 11 Information Information NNP 01-hintze-artificial 227 12 Processing Processing NNP 01-hintze-artificial 227 13 Systems Systems NNP 01-hintze-artificial 227 14 27 27 CD 01-hintze-artificial 227 15 ( ( -LRB- 01-hintze-artificial 227 16 NIPS NIPS NNP 01-hintze-artificial 227 17 2014 2014 CD 01-hintze-artificial 227 18 ) ) -RRB- 01-hintze-artificial 227 19 , , , 01-hintze-artificial 227 20 edited edit VBN 01-hintze-artificial 227 21 by by IN 01-hintze-artificial 227 22 Z. Z. NNP 01-hintze-artificial 227 23 Ghahramani Ghahramani NNP 01-hintze-artificial 227 24 , , , 01-hintze-artificial 227 25 M. M. NNP 01-hintze-artificial 227 26 Welling Welling NNP 01-hintze-artificial 227 27 , , , 01-hintze-artificial 227 28 C. C. NNP 01-hintze-artificial 227 29 Cortes Cortes NNP 01-hintze-artificial 227 30 , , , 01-hintze-artificial 227 31 N.D. North Dakota NNP 01-hintze-artificial 227 32 Lawrence Lawrence NNP 01-hintze-artificial 227 33 , , , 01-hintze-artificial 227 34 and and CC 01-hintze-artificial 227 35 K.Q. K.Q. NNP 01-hintze-artificial 228 1 Weinberger Weinberger NNP 01-hintze-artificial 228 2 , , , 01-hintze-artificial 228 3 2672–80 2672–80 CD 01-hintze-artificial 228 4 . . . 01-hintze-artificial 229 1 N.p N.p NNP 01-hintze-artificial 229 2 . . . 01-hintze-artificial 230 1 : : : 01-hintze-artificial 230 2 Neural Neural NNP 01-hintze-artificial 230 3 Infor- Infor- NNP 01-hintze-artificial 230 4 mation mation NN 01-hintze-artificial 230 5 Processing Processing NNP 01-hintze-artificial 230 6 Systems Systems NNPS 01-hintze-artificial 230 7 Foundation Foundation NNP 01-hintze-artificial 230 8 . . . 01-hintze-artificial 231 1 Hanahan Hanahan NNP 01-hintze-artificial 231 2 , , , 01-hintze-artificial 231 3 Douglas Douglas NNP 01-hintze-artificial 231 4 , , , 01-hintze-artificial 231 5 and and CC 01-hintze-artificial 231 6 Robert Robert NNP 01-hintze-artificial 231 7 A A NNP 01-hintze-artificial 231 8 Weinberg Weinberg NNP 01-hintze-artificial 231 9 . . . 01-hintze-artificial 232 1 2011 2011 CD 01-hintze-artificial 232 2 . . . 01-hintze-artificial 233 1 “ " `` 01-hintze-artificial 233 2 Hallmarks hallmark NNS 01-hintze-artificial 233 3 of of IN 01-hintze-artificial 233 4 Cancer Cancer NNP 01-hintze-artificial 233 5 : : : 01-hintze-artificial 233 6 The the DT 01-hintze-artificial 233 7 Next Next NNP 01-hintze-artificial 233 8 Genera- Genera- NNP 01-hintze-artificial 233 9 tion tion NN 01-hintze-artificial 233 10 . . . 01-hintze-artificial 233 11 ” " '' 01-hintze-artificial 233 12 Cell cell NN 01-hintze-artificial 233 13 144 144 CD 01-hintze-artificial 233 14 ( ( -LRB- 01-hintze-artificial 233 15 5 5 CD 01-hintze-artificial 233 16 ) ) -RRB- 01-hintze-artificial 233 17 : : : 01-hintze-artificial 233 18 646–74 646–74 CD 01-hintze-artificial 233 19 . . . 01-hintze-artificial 234 1 Kandel Kandel NNP 01-hintze-artificial 234 2 , , , 01-hintze-artificial 234 3 Eric Eric NNP 01-hintze-artificial 234 4 R R NNP 01-hintze-artificial 234 5 , , , 01-hintze-artificial 234 6 James James NNP 01-hintze-artificial 234 7 H H NNP 01-hintze-artificial 234 8 Schwartz Schwartz NNP 01-hintze-artificial 234 9 , , , 01-hintze-artificial 234 10 and and CC 01-hintze-artificial 234 11 Thomas Thomas NNP 01-hintze-artificial 234 12 M M NNP 01-hintze-artificial 234 13 Jessell Jessell NNP 01-hintze-artificial 234 14 . . . 01-hintze-artificial 235 1 2000 2000 CD 01-hintze-artificial 235 2 . . . 01-hintze-artificial 236 1 Principles principle NNS 01-hintze-artificial 236 2 of of IN 01-hintze-artificial 236 3 Neural Neural NNP 01-hintze-artificial 236 4 Science Science NNP 01-hintze-artificial 236 5 . . . 01-hintze-artificial 237 1 4th 4th NNP 01-hintze-artificial 237 2 ed ed NNP 01-hintze-artificial 237 3 . . . 01-hintze-artificial 238 1 New New NNP 01-hintze-artificial 238 2 York York NNP 01-hintze-artificial 238 3 : : : 01-hintze-artificial 238 4 McGraw McGraw NNP 01-hintze-artificial 238 5 - - HYPH 01-hintze-artificial 238 6 Hill Hill NNP 01-hintze-artificial 238 7 . . . 01-hintze-artificial 239 1 Kriegeskorte Kriegeskorte NNP 01-hintze-artificial 239 2 , , , 01-hintze-artificial 239 3 Nikolaus Nikolaus NNP 01-hintze-artificial 239 4 , , , 01-hintze-artificial 239 5 and and CC 01-hintze-artificial 239 6 Pamela Pamela NNP 01-hintze-artificial 239 7 K K NNP 01-hintze-artificial 239 8 Douglas Douglas NNP 01-hintze-artificial 239 9 . . . 01-hintze-artificial 240 1 2018 2018 CD 01-hintze-artificial 240 2 . . . 01-hintze-artificial 241 1 “ " `` 01-hintze-artificial 241 2 Cognitive Cognitive NNP 01-hintze-artificial 241 3 Computational Computational NNP 01-hintze-artificial 241 4 Neuroscience neuroscience NN 01-hintze-artificial 241 5 . . . 01-hintze-artificial 241 6 ” " '' 01-hintze-artificial 241 7 Nature Nature NNP 01-hintze-artificial 241 8 Neuroscience Neuroscience NNP 01-hintze-artificial 241 9 21 21 CD 01-hintze-artificial 241 10 : : : 01-hintze-artificial 241 11 1148–60 1148–60 CD 01-hintze-artificial 241 12 . . . 01-hintze-artificial 242 1 Lehman Lehman NNP 01-hintze-artificial 242 2 , , , 01-hintze-artificial 242 3 Joel Joel NNP 01-hintze-artificial 242 4 et et NNP 01-hintze-artificial 242 5 al al NNP 01-hintze-artificial 242 6 . . . 01-hintze-artificial 243 1 2020 2020 CD 01-hintze-artificial 243 2 . . . 01-hintze-artificial 244 1 “ " `` 01-hintze-artificial 244 2 The the DT 01-hintze-artificial 244 3 Surprising Surprising NNP 01-hintze-artificial 244 4 Creativity Creativity NNP 01-hintze-artificial 244 5 of of IN 01-hintze-artificial 244 6 Digital Digital NNP 01-hintze-artificial 244 7 Evolution Evolution NNP 01-hintze-artificial 244 8 : : : 01-hintze-artificial 244 9 A a DT 01-hintze-artificial 244 10 Collection Collection NNP 01-hintze-artificial 244 11 of of IN 01-hintze-artificial 244 12 Anec- Anec- NNP 01-hintze-artificial 244 13 dotes dote NNS 01-hintze-artificial 244 14 from from IN 01-hintze-artificial 244 15 the the DT 01-hintze-artificial 244 16 Evolutionary Evolutionary NNP 01-hintze-artificial 244 17 Computation Computation NNP 01-hintze-artificial 244 18 and and CC 01-hintze-artificial 244 19 Artificial Artificial NNP 01-hintze-artificial 244 20 Life Life NNP 01-hintze-artificial 244 21 Research Research NNP 01-hintze-artificial 244 22 Communities Communities NNPS 01-hintze-artificial 244 23 . . . 01-hintze-artificial 244 24 ” " '' 01-hintze-artificial 244 25 Ar- ar- XX 01-hintze-artificial 244 26 tificial tificial JJ 01-hintze-artificial 244 27 Life life NN 01-hintze-artificial 244 28 26 26 CD 01-hintze-artificial 244 29 ( ( -LRB- 01-hintze-artificial 244 30 2 2 CD 01-hintze-artificial 244 31 ) ) -RRB- 01-hintze-artificial 244 32 : : : 01-hintze-artificial 244 33 274 274 CD 01-hintze-artificial 244 34 - - SYM 01-hintze-artificial 244 35 306 306 CD 01-hintze-artificial 244 36 . . . 01-hintze-artificial 245 1 López López NNP 01-hintze-artificial 245 2 , , , 01-hintze-artificial 245 3 Gustavo Gustavo NNP 01-hintze-artificial 245 4 , , , 01-hintze-artificial 245 5 Luis Luis NNP 01-hintze-artificial 245 6 Quesada Quesada NNP 01-hintze-artificial 245 7 , , , 01-hintze-artificial 245 8 and and CC 01-hintze-artificial 245 9 Luis Luis NNP 01-hintze-artificial 245 10 A A NNP 01-hintze-artificial 245 11 Guerrero Guerrero NNP 01-hintze-artificial 245 12 . . . 01-hintze-artificial 246 1 2017 2017 CD 01-hintze-artificial 246 2 . . . 01-hintze-artificial 247 1 “ " `` 01-hintze-artificial 247 2 Alexa Alexa NNP 01-hintze-artificial 247 3 vs. vs. FW 01-hintze-artificial 247 4 Siri Siri NNP 01-hintze-artificial 247 5 vs. vs. IN 01-hintze-artificial 247 6 Cortana Cortana NNP 01-hintze-artificial 247 7 vs. vs. IN 01-hintze-artificial 247 8 Google Google NNP 01-hintze-artificial 247 9 Assistant Assistant NNP 01-hintze-artificial 247 10 : : : 01-hintze-artificial 247 11 A a DT 01-hintze-artificial 247 12 Comparison Comparison NNP 01-hintze-artificial 247 13 of of IN 01-hintze-artificial 247 14 Speech Speech NNP 01-hintze-artificial 247 15 - - HYPH 01-hintze-artificial 247 16 Based base VBN 01-hintze-artificial 247 17 Natural Natural NNP 01-hintze-artificial 247 18 User User NNP 01-hintze-artificial 247 19 Interfaces Interfaces NNPS 01-hintze-artificial 247 20 . . . 01-hintze-artificial 247 21 ” " '' 01-hintze-artificial 247 22 In in IN 01-hintze-artificial 247 23 Interna- Interna- NNP 01-hintze-artificial 247 24 tional tional JJ 01-hintze-artificial 247 25 Conference Conference NNP 01-hintze-artificial 247 26 on on IN 01-hintze-artificial 247 27 Applied Applied NNP 01-hintze-artificial 247 28 Human Human NNP 01-hintze-artificial 247 29 Factors Factors NNPS 01-hintze-artificial 247 30 and and CC 01-hintze-artificial 247 31 Ergonomics Ergonomics NNPS 01-hintze-artificial 247 32 , , , 01-hintze-artificial 247 33 edited edit VBN 01-hintze-artificial 247 34 by by IN 01-hintze-artificial 247 35 Isabel Isabel NNP 01-hintze-artificial 247 36 L. L. NNP 01-hintze-artificial 247 37 Nunes Nunes NNP 01-hintze-artificial 247 38 , , , 01-hintze-artificial 247 39 241–50 241–50 CD 01-hintze-artificial 247 40 . . . 01-hintze-artificial 248 1 Cham Cham NNP 01-hintze-artificial 248 2 : : : 01-hintze-artificial 248 3 Springer Springer NNP 01-hintze-artificial 248 4 . . . 01-hintze-artificial 249 1 Marstaller Marstaller NNP 01-hintze-artificial 249 2 , , , 01-hintze-artificial 249 3 Lars Lars NNP 01-hintze-artificial 249 4 , , , 01-hintze-artificial 249 5 Arend Arend NNP 01-hintze-artificial 249 6 Hintze Hintze NNP 01-hintze-artificial 249 7 , , , 01-hintze-artificial 249 8 and and CC 01-hintze-artificial 249 9 Christoph Christoph NNP 01-hintze-artificial 249 10 Adami Adami NNP 01-hintze-artificial 249 11 . . . 01-hintze-artificial 250 1 2013 2013 CD 01-hintze-artificial 250 2 . . . 01-hintze-artificial 251 1 “ " `` 01-hintze-artificial 251 2 The the DT 01-hintze-artificial 251 3 Evolution Evolution NNP 01-hintze-artificial 251 4 of of IN 01-hintze-artificial 251 5 Representation Representation NNP 01-hintze-artificial 251 6 in in IN 01-hintze-artificial 251 7 Simple Simple NNP 01-hintze-artificial 251 8 Cognitive Cognitive NNP 01-hintze-artificial 251 9 Networks Networks NNP 01-hintze-artificial 251 10 . . . 01-hintze-artificial 251 11 ” " '' 01-hintze-artificial 251 12 Neural Neural NNP 01-hintze-artificial 251 13 Computation Computation NNP 01-hintze-artificial 251 14 25 25 CD 01-hintze-artificial 251 15 ( ( -LRB- 01-hintze-artificial 251 16 8) 8) CD 01-hintze-artificial 251 17 : : SYM 01-hintze-artificial 251 18 2079–2107 2079–2107 CD 01-hintze-artificial 251 19 . . . 01-hintze-artificial 252 1 Nawrocki Nawrocki NNP 01-hintze-artificial 252 2 , , , 01-hintze-artificial 252 3 Robert Robert NNP 01-hintze-artificial 252 4 A A NNP 01-hintze-artificial 252 5 , , , 01-hintze-artificial 252 6 Richard Richard NNP 01-hintze-artificial 252 7 M M NNP 01-hintze-artificial 252 8 Voyles Voyles NNP 01-hintze-artificial 252 9 , , , 01-hintze-artificial 252 10 and and CC 01-hintze-artificial 252 11 Sean Sean NNP 01-hintze-artificial 252 12 E E NNP 01-hintze-artificial 252 13 Shaheen Shaheen NNP 01-hintze-artificial 252 14 . . . 01-hintze-artificial 253 1 2016 2016 CD 01-hintze-artificial 253 2 . . . 01-hintze-artificial 254 1 “ " `` 01-hintze-artificial 254 2 A a DT 01-hintze-artificial 254 3 Mini Mini NNP 01-hintze-artificial 254 4 Review Review NNP 01-hintze-artificial 254 5 of of IN 01-hintze-artificial 254 6 Neu- Neu- NNP 01-hintze-artificial 254 7 romorphic romorphic JJ 01-hintze-artificial 254 8 Architectures Architectures NNPS 01-hintze-artificial 254 9 and and CC 01-hintze-artificial 254 10 Implementations Implementations NNPS 01-hintze-artificial 254 11 . . . 01-hintze-artificial 254 12 ” " '' 01-hintze-artificial 254 13 IEEE IEEE NNP 01-hintze-artificial 254 14 Transactions transaction NNS 01-hintze-artificial 254 15 on on IN 01-hintze-artificial 254 16 Electron Electron NNP 01-hintze-artificial 254 17 Devices Devices NNP 01-hintze-artificial 254 18 63 63 CD 01-hintze-artificial 254 19 ( ( -LRB- 01-hintze-artificial 254 20 10 10 CD 01-hintze-artificial 254 21 ) ) -RRB- 01-hintze-artificial 254 22 : : : 01-hintze-artificial 254 23 3819–29 3819–29 LS 01-hintze-artificial 254 24 . . . 01-hintze-artificial 255 1 Nguyen Nguyen NNP 01-hintze-artificial 255 2 , , , 01-hintze-artificial 255 3 Anh Anh NNP 01-hintze-artificial 255 4 , , , 01-hintze-artificial 255 5 Jason Jason NNP 01-hintze-artificial 255 6 Yosinski Yosinski NNP 01-hintze-artificial 255 7 , , , 01-hintze-artificial 255 8 and and CC 01-hintze-artificial 255 9 Jeff Jeff NNP 01-hintze-artificial 255 10 Clune Clune NNP 01-hintze-artificial 255 11 . . . 01-hintze-artificial 256 1 2015 2015 CD 01-hintze-artificial 256 2 . . . 01-hintze-artificial 257 1 “ " `` 01-hintze-artificial 257 2 Deep deep JJ 01-hintze-artificial 257 3 Neural neural NN 01-hintze-artificial 257 4 Networks network NNS 01-hintze-artificial 257 5 Are be VBP 01-hintze-artificial 257 6 Easily easily RB 01-hintze-artificial 257 7 Fooled fool VBN 01-hintze-artificial 257 8 : : : 01-hintze-artificial 257 9 High High NNP 01-hintze-artificial 257 10 Confidence confidence NN 01-hintze-artificial 257 11 Predictions prediction NNS 01-hintze-artificial 257 12 for for IN 01-hintze-artificial 257 13 Unrecognizable unrecognizable JJ 01-hintze-artificial 257 14 Images image NNS 01-hintze-artificial 257 15 . . . 01-hintze-artificial 257 16 ” " '' 01-hintze-artificial 257 17 In in IN 01-hintze-artificial 257 18 Proceedings Proceedings NNP 01-hintze-artificial 257 19 of of IN 01-hintze-artificial 257 20 the the DT 01-hintze-artificial 257 21 IEEE IEEE NNP 01-hintze-artificial 257 22 Con- Con- NNP 01-hintze-artificial 257 23 ference ference NN 01-hintze-artificial 257 24 on on IN 01-hintze-artificial 257 25 Computer Computer NNP 01-hintze-artificial 257 26 Vision Vision NNP 01-hintze-artificial 257 27 and and CC 01-hintze-artificial 257 28 Pattern Pattern NNP 01-hintze-artificial 257 29 Recognition Recognition NNP 01-hintze-artificial 257 30 ( ( -LRB- 01-hintze-artificial 257 31 CVPR CVPR NNP 01-hintze-artificial 257 32 ) ) -RRB- 01-hintze-artificial 257 33 , , , 01-hintze-artificial 257 34 427–36 427–36 CD 01-hintze-artificial 257 35 . . . 01-hintze-artificial 258 1 N.p N.p NNP 01-hintze-artificial 258 2 . . . 01-hintze-artificial 259 1 : : : 01-hintze-artificial 259 2 IEEE IEEE NNP 01-hintze-artificial 259 3 . . . 01-hintze-artificial 260 1 Poo poo VB 01-hintze-artificial 260 2 , , , 01-hintze-artificial 260 3 Mu Mu NNP 01-hintze-artificial 260 4 - - HYPH 01-hintze-artificial 260 5 ming ming NNP 01-hintze-artificial 260 6 et et NNP 01-hintze-artificial 260 7 al al NNP 01-hintze-artificial 260 8 . . . 01-hintze-artificial 261 1 2016 2016 CD 01-hintze-artificial 261 2 . . . 01-hintze-artificial 262 1 “ " `` 01-hintze-artificial 262 2 What what WP 01-hintze-artificial 262 3 Is be VBZ 01-hintze-artificial 262 4 Memory memory NN 01-hintze-artificial 262 5 ? ? . 01-hintze-artificial 263 1 The the DT 01-hintze-artificial 263 2 Present Present NNP 01-hintze-artificial 263 3 State State NNP 01-hintze-artificial 263 4 of of IN 01-hintze-artificial 263 5 the the DT 01-hintze-artificial 263 6 Engram Engram NNP 01-hintze-artificial 263 7 . . . 01-hintze-artificial 263 8 ” " '' 01-hintze-artificial 263 9 BMC BMC NNP 01-hintze-artificial 263 10 Biology Biology NNP 01-hintze-artificial 263 11 14 14 CD 01-hintze-artificial 263 12 : : SYM 01-hintze-artificial 263 13 1 1 CD 01-hintze-artificial 263 14 - - SYM 01-hintze-artificial 263 15 18 18 CD 01-hintze-artificial 263 16 . . . 01-hintze-artificial 264 1 Russell Russell NNP 01-hintze-artificial 264 2 , , , 01-hintze-artificial 264 3 Stuart Stuart NNP 01-hintze-artificial 264 4 J J NNP 01-hintze-artificial 264 5 , , , 01-hintze-artificial 264 6 and and CC 01-hintze-artificial 264 7 Peter Peter NNP 01-hintze-artificial 264 8 Norvig Norvig NNP 01-hintze-artificial 264 9 . . . 01-hintze-artificial 265 1 2016 2016 CD 01-hintze-artificial 265 2 . . . 01-hintze-artificial 266 1 Artificial Artificial NNP 01-hintze-artificial 266 2 Intelligence Intelligence NNP 01-hintze-artificial 266 3 : : : 01-hintze-artificial 266 4 A A NNP 01-hintze-artificial 266 5 Modern Modern NNP 01-hintze-artificial 266 6 Approach Approach NNP 01-hintze-artificial 266 7 . . . 01-hintze-artificial 267 1 Malaysia Malaysia NNP 01-hintze-artificial 267 2 : : : 01-hintze-artificial 267 3 Pearson Pearson NNP 01-hintze-artificial 267 4 Education Education NNP 01-hintze-artificial 267 5 Limited Limited NNP 01-hintze-artificial 267 6 . . . 01-hintze-artificial 268 1 Schacter Schacter NNP 01-hintze-artificial 268 2 , , , 01-hintze-artificial 268 3 Daniel Daniel NNP 01-hintze-artificial 268 4 L L NNP 01-hintze-artificial 268 5 , , , 01-hintze-artificial 268 6 C C NNP 01-hintze-artificial 268 7 - - HYPH 01-hintze-artificial 268 8 Y Y NNP 01-hintze-artificial 268 9 Peter Peter NNP 01-hintze-artificial 268 10 Chiu Chiu NNP 01-hintze-artificial 268 11 , , , 01-hintze-artificial 268 12 and and CC 01-hintze-artificial 268 13 Kevin Kevin NNP 01-hintze-artificial 268 14 N N NNP 01-hintze-artificial 268 15 Ochsner Ochsner NNP 01-hintze-artificial 268 16 . . . 01-hintze-artificial 269 1 1993 1993 CD 01-hintze-artificial 269 2 . . . 01-hintze-artificial 270 1 “ " `` 01-hintze-artificial 270 2 Implicit implicit JJ 01-hintze-artificial 270 3 Memory memory NN 01-hintze-artificial 270 4 : : : 01-hintze-artificial 270 5 A a DT 01-hintze-artificial 270 6 Selective Selective NNP 01-hintze-artificial 270 7 Review Review NNP 01-hintze-artificial 270 8 . . . 01-hintze-artificial 270 9 ” " '' 01-hintze-artificial 270 10 Annual Annual NNP 01-hintze-artificial 270 11 Review Review NNP 01-hintze-artificial 270 12 of of IN 01-hintze-artificial 270 13 Neuroscience Neuroscience NNP 01-hintze-artificial 270 14 16 16 CD 01-hintze-artificial 270 15 ( ( -LRB- 01-hintze-artificial 270 16 1 1 CD 01-hintze-artificial 270 17 ) ) -RRB- 01-hintze-artificial 270 18 : : : 01-hintze-artificial 270 19 159–82 159–82 CD 01-hintze-artificial 270 20 . . . 01-hintze-artificial 271 1 Sheneman Sheneman NNP 01-hintze-artificial 271 2 , , , 01-hintze-artificial 271 3 Leigh Leigh NNP 01-hintze-artificial 271 4 , , , 01-hintze-artificial 271 5 Jory Jory NNP 01-hintze-artificial 271 6 Schossau Schossau NNP 01-hintze-artificial 271 7 , , , 01-hintze-artificial 271 8 and and CC 01-hintze-artificial 271 9 Arend Arend NNP 01-hintze-artificial 271 10 Hintze Hintze NNP 01-hintze-artificial 271 11 . . . 01-hintze-artificial 272 1 2019 2019 CD 01-hintze-artificial 272 2 . . . 01-hintze-artificial 273 1 “ " `` 01-hintze-artificial 273 2 The the DT 01-hintze-artificial 273 3 Evolution Evolution NNP 01-hintze-artificial 273 4 of of IN 01-hintze-artificial 273 5 Neuroplasticity Neuroplasticity NNP 01-hintze-artificial 273 6 and and CC 01-hintze-artificial 273 7 the the DT 01-hintze-artificial 273 8 Effect Effect NNP 01-hintze-artificial 273 9 on on IN 01-hintze-artificial 273 10 Integrated Integrated NNP 01-hintze-artificial 273 11 Information Information NNP 01-hintze-artificial 273 12 . . . 01-hintze-artificial 273 13 ” " '' 01-hintze-artificial 273 14 Entropy Entropy NNP 01-hintze-artificial 273 15 21 21 CD 01-hintze-artificial 273 16 ( ( -LRB- 01-hintze-artificial 273 17 5 5 CD 01-hintze-artificial 273 18 ) ) -RRB- 01-hintze-artificial 273 19 : : : 01-hintze-artificial 273 20 1 1 CD 01-hintze-artificial 273 21 - - SYM 01-hintze-artificial 273 22 15 15 CD 01-hintze-artificial 273 23 . . . 01-hintze-artificial 274 1 Tilman Tilman NNP 01-hintze-artificial 274 2 , , , 01-hintze-artificial 274 3 David David NNP 01-hintze-artificial 274 4 . . . 01-hintze-artificial 275 1 1996 1996 CD 01-hintze-artificial 275 2 . . . 01-hintze-artificial 276 1 “ " `` 01-hintze-artificial 276 2 Biodiversity biodiversity NN 01-hintze-artificial 276 3 : : : 01-hintze-artificial 276 4 Population population NN 01-hintze-artificial 276 5 versus versus IN 01-hintze-artificial 276 6 Ecosystem Ecosystem NNP 01-hintze-artificial 276 7 Stability Stability NNP 01-hintze-artificial 276 8 . . . 01-hintze-artificial 276 9 ” " '' 01-hintze-artificial 276 10 Ecology Ecology NNP 01-hintze-artificial 276 11 77 77 CD 01-hintze-artificial 276 12 ( ( -LRB- 01-hintze-artificial 276 13 2 2 CD 01-hintze-artificial 276 14 ) ) -RRB- 01-hintze-artificial 276 15 : : : 01-hintze-artificial 276 16 350–63 350–63 CD 01-hintze-artificial 276 17 . . . 01-hintze-artificial 277 1 Tononi Tononi NNP 01-hintze-artificial 277 2 , , , 01-hintze-artificial 277 3 Giulio Giulio NNP 01-hintze-artificial 277 4 . . . 01-hintze-artificial 278 1 2004 2004 CD 01-hintze-artificial 278 2 . . . 01-hintze-artificial 279 1 “ " `` 01-hintze-artificial 279 2 An an DT 01-hintze-artificial 279 3 Information Information NNP 01-hintze-artificial 279 4 Integration Integration NNP 01-hintze-artificial 279 5 Theory Theory NNP 01-hintze-artificial 279 6 of of IN 01-hintze-artificial 279 7 Consciousness Consciousness NNP 01-hintze-artificial 279 8 . . . 01-hintze-artificial 279 9 ” " '' 01-hintze-artificial 279 10 BMC BMC NNP 01-hintze-artificial 279 11 Neuro- Neuro- NNP 01-hintze-artificial 279 12 science science NN 01-hintze-artificial 279 13 5 5 CD 01-hintze-artificial 279 14 : : : 01-hintze-artificial 279 15 1–22 1–22 CD 01-hintze-artificial 279 16 . . . 01-hintze-artificial 280 1 Weber Weber NNP 01-hintze-artificial 280 2 , , , 01-hintze-artificial 280 3 Bruce Bruce NNP 01-hintze-artificial 280 4 H H NNP 01-hintze-artificial 280 5 , , , 01-hintze-artificial 280 6 and and CC 01-hintze-artificial 280 7 David David NNP 01-hintze-artificial 280 8 J J NNP 01-hintze-artificial 280 9 Depew Depew NNP 01-hintze-artificial 280 10 . . . 01-hintze-artificial 281 1 2003 2003 CD 01-hintze-artificial 281 2 . . . 01-hintze-artificial 282 1 Evolution Evolution NNP 01-hintze-artificial 282 2 and and CC 01-hintze-artificial 282 3 Learning Learning NNP 01-hintze-artificial 282 4 : : : 01-hintze-artificial 282 5 The the DT 01-hintze-artificial 282 6 Baldwin Baldwin NNP 01-hintze-artificial 282 7 Effect Effect NNP 01-hintze-artificial 282 8 Recon- Recon- NNP 01-hintze-artificial 282 9 sidered sidere VBD 01-hintze-artificial 282 10 . . . 01-hintze-artificial 283 1 Cambridge Cambridge NNP 01-hintze-artificial 283 2 , , , 01-hintze-artificial 283 3 MA MA NNP 01-hintze-artificial 283 4 : : : 01-hintze-artificial 283 5 Mit Mit NNP 01-hintze-artificial 283 6 Press Press NNP 01-hintze-artificial 283 7 . . . 01-hintze-artificial 284 1 12 12 CD 01-hintze-artificial 284 2 Machine Machine NNP 01-hintze-artificial 284 3 Learning Learning NNP 01-hintze-artificial 284 4 , , , 01-hintze-artificial 284 5 Libraries Libraries NNPS 01-hintze-artificial 284 6 , , , 01-hintze-artificial 284 7 and and CC 01-hintze-artificial 284 8 Cross Cross NNP 01-hintze-artificial 284 9 - - NNP 01-hintze-artificial 284 10 Disciplinary Disciplinary NNP 01-hintze-artificial 284 11 ResearchǔChapter ResearchǔChapter NNP 01-hintze-artificial 284 12 1 1 CD 01-hintze-artificial 284 13 Yampolskiy Yampolskiy NNP 01-hintze-artificial 284 14 , , , 01-hintze-artificial 284 15 Roman Roman NNP 01-hintze-artificial 284 16 V v NN 01-hintze-artificial 284 17 , , , 01-hintze-artificial 284 18 and and CC 01-hintze-artificial 284 19 Joshua Joshua NNP 01-hintze-artificial 284 20 Fox Fox NNP 01-hintze-artificial 284 21 . . . 01-hintze-artificial 285 1 2012 2012 CD 01-hintze-artificial 285 2 . . . 01-hintze-artificial 286 1 “ " `` 01-hintze-artificial 286 2 Artificial Artificial NNP 01-hintze-artificial 286 3 General General NNP 01-hintze-artificial 286 4 Intelligence Intelligence NNP 01-hintze-artificial 286 5 and and CC 01-hintze-artificial 286 6 the the DT 01-hintze-artificial 286 7 Human Human NNP 01-hintze-artificial 286 8 Mental Mental NNP 01-hintze-artificial 286 9 Model Model NNP 01-hintze-artificial 286 10 . . . 01-hintze-artificial 286 11 ” " '' 01-hintze-artificial 286 12 In in IN 01-hintze-artificial 286 13 Singularity singularity NN 01-hintze-artificial 286 14 Hypotheses hypothesis NNS 01-hintze-artificial 286 15 : : : 01-hintze-artificial 286 16 A a DT 01-hintze-artificial 286 17 Scientific Scientific NNP 01-hintze-artificial 286 18 and and CC 01-hintze-artificial 286 19 Philosophical Philosophical NNP 01-hintze-artificial 286 20 Assessment Assessment NNP 01-hintze-artificial 286 21 , , , 01-hintze-artificial 286 22 edited edit VBN 01-hintze-artificial 286 23 by by IN 01-hintze-artificial 286 24 Ammon Ammon NNP 01-hintze-artificial 286 25 H. H. NNP 01-hintze-artificial 286 26 Eden Eden NNP 01-hintze-artificial 286 27 , , , 01-hintze-artificial 286 28 James James NNP 01-hintze-artificial 286 29 H. H. NNP 01-hintze-artificial 286 30 Moor Moor NNP 01-hintze-artificial 286 31 , , , 01-hintze-artificial 286 32 Johnny Johnny NNP 01-hintze-artificial 286 33 H. H. NNP 01-hintze-artificial 286 34 Søraker Søraker NNP 01-hintze-artificial 286 35 , , , 01-hintze-artificial 286 36 and and CC 01-hintze-artificial 286 37 Erik Erik NNP 01-hintze-artificial 286 38 Steinhart Steinhart NNP 01-hintze-artificial 286 39 , , , 01-hintze-artificial 286 40 129–45 129–45 CD 01-hintze-artificial 286 41 . . . 01-hintze-artificial 287 1 Hei- Hei- NNP 01-hintze-artificial 287 2 delberg delberg NN 01-hintze-artificial 287 3 : : : 01-hintze-artificial 287 4 Springer Springer NNP 01-hintze-artificial 287 5 . . .