id sid tid token lemma pos 2n49t151g06 1 1 human human ADJ 2n49t151g06 1 2 - - PUNCT 2n49t151g06 1 3 machine machine NOUN 2n49t151g06 1 4 teaming teaming NOUN 2n49t151g06 1 5 is be AUX 2n49t151g06 1 6 the the DET 2n49t151g06 1 7 idea idea NOUN 2n49t151g06 1 8 that that SCONJ 2n49t151g06 1 9 humans human NOUN 2n49t151g06 1 10 and and CCONJ 2n49t151g06 1 11 machines machine NOUN 2n49t151g06 1 12 can can AUX 2n49t151g06 1 13 provide provide VERB 2n49t151g06 1 14 complementary complementary ADJ 2n49t151g06 1 15 information information NOUN 2n49t151g06 1 16 in in ADP 2n49t151g06 1 17 solving solve VERB 2n49t151g06 1 18 a a DET 2n49t151g06 1 19 given give VERB 2n49t151g06 1 20 task task NOUN 2n49t151g06 1 21 such such ADJ 2n49t151g06 1 22 that that SCONJ 2n49t151g06 1 23 their their PRON 2n49t151g06 1 24 combination combination NOUN 2n49t151g06 1 25 results result NOUN 2n49t151g06 1 26 in in ADP 2n49t151g06 1 27 better well ADJ 2n49t151g06 1 28 performance performance NOUN 2n49t151g06 1 29 than than ADP 2n49t151g06 1 30 either either PRON 2n49t151g06 1 31 individually individually ADV 2n49t151g06 1 32 . . PUNCT 2n49t151g06 2 1 we we PRON 2n49t151g06 2 2 implement implement VERB 2n49t151g06 2 3 human human ADJ 2n49t151g06 2 4 - - PUNCT 2n49t151g06 2 5 machine machine NOUN 2n49t151g06 2 6 teaming teaming NOUN 2n49t151g06 2 7 by by ADP 2n49t151g06 2 8 introducing introduce VERB 2n49t151g06 2 9 the the DET 2n49t151g06 2 10 concept concept NOUN 2n49t151g06 2 11 of of ADP 2n49t151g06 2 12 human human ADJ 2n49t151g06 2 13 - - PUNCT 2n49t151g06 2 14 ai ai NOUN 2n49t151g06 2 15 supervision supervision NOUN 2n49t151g06 2 16 . . PUNCT 2n49t151g06 3 1 this this PRON 2n49t151g06 3 2 refers refer VERB 2n49t151g06 3 3 to to ADP 2n49t151g06 3 4 a a DET 2n49t151g06 3 5 hypothesis hypothesis NOUN 2n49t151g06 3 6 that that SCONJ 2n49t151g06 3 7 humans human NOUN 2n49t151g06 3 8 can can AUX 2n49t151g06 3 9 provide provide VERB 2n49t151g06 3 10 input input NOUN 2n49t151g06 3 11 to to PART 2n49t151g06 3 12 train train VERB 2n49t151g06 3 13 better well ADJ 2n49t151g06 3 14 models model NOUN 2n49t151g06 3 15 by by ADP 2n49t151g06 3 16 guiding guide VERB 2n49t151g06 3 17 them they PRON 2n49t151g06 3 18 towards towards ADP 2n49t151g06 3 19 salient salient ADJ 2n49t151g06 3 20 information information NOUN 2n49t151g06 3 21 and and CCONJ 2n49t151g06 3 22 in in ADP 2n49t151g06 3 23 turn turn NOUN 2n49t151g06 3 24 these these DET 2n49t151g06 3 25 human human NOUN 2n49t151g06 3 26 - - PUNCT 2n49t151g06 3 27 aided aid VERB 2n49t151g06 3 28 models model NOUN 2n49t151g06 3 29 can can AUX 2n49t151g06 3 30 help help VERB 2n49t151g06 3 31 future future ADJ 2n49t151g06 3 32 human human ADJ 2n49t151g06 3 33 examiners examiner NOUN 2n49t151g06 3 34 to to PART 2n49t151g06 3 35 solve solve VERB 2n49t151g06 3 36 the the DET 2n49t151g06 3 37 task task NOUN 2n49t151g06 3 38 more more ADV 2n49t151g06 3 39 effectively effectively ADV 2n49t151g06 3 40 . . PUNCT 2n49t151g06 4 1 this this DET 2n49t151g06 4 2 dissertation dissertation NOUN 2n49t151g06 4 3 aims aim VERB 2n49t151g06 4 4 to to PART 2n49t151g06 4 5 address address VERB 2n49t151g06 4 6 the the DET 2n49t151g06 4 7 question question NOUN 2n49t151g06 4 8 of of ADP 2n49t151g06 4 9 how how SCONJ 2n49t151g06 4 10 to to PART 2n49t151g06 4 11 accomplish accomplish VERB 2n49t151g06 4 12 this this PRON 2n49t151g06 4 13 in in ADP 2n49t151g06 4 14 the the DET 2n49t151g06 4 15 context context NOUN 2n49t151g06 4 16 of of ADP 2n49t151g06 4 17 human human ADJ 2n49t151g06 4 18 visual visual ADJ 2n49t151g06 4 19 perception perception NOUN 2n49t151g06 4 20 and and CCONJ 2n49t151g06 4 21 deep deep ADJ 2n49t151g06 4 22 convolutional convolutional ADJ 2n49t151g06 4 23 neural neural ADJ 2n49t151g06 4 24 networks.this networks.this PROPN 2n49t151g06 4 25 document document NOUN 2n49t151g06 4 26 will will AUX 2n49t151g06 4 27 present present VERB 2n49t151g06 4 28 a a DET 2n49t151g06 4 29 series series NOUN 2n49t151g06 4 30 of of ADP 2n49t151g06 4 31 works work NOUN 2n49t151g06 4 32 that that PRON 2n49t151g06 4 33 outline outline VERB 2n49t151g06 4 34 how how SCONJ 2n49t151g06 4 35 to to PART 2n49t151g06 4 36 effectively effectively ADV 2n49t151g06 4 37 guide guide VERB 2n49t151g06 4 38 deep deep ADJ 2n49t151g06 4 39 learning learning NOUN 2n49t151g06 4 40 models model NOUN 2n49t151g06 4 41 towards towards ADP 2n49t151g06 4 42 human human NOUN 2n49t151g06 4 43 - - PUNCT 2n49t151g06 4 44 defined define VERB 2n49t151g06 4 45 regions region NOUN 2n49t151g06 4 46 of of ADP 2n49t151g06 4 47 saliency saliency NOUN 2n49t151g06 4 48 and and CCONJ 2n49t151g06 4 49 thus thus ADV 2n49t151g06 4 50 help help VERB 2n49t151g06 4 51 the the DET 2n49t151g06 4 52 models model NOUN 2n49t151g06 4 53 to to PART 2n49t151g06 4 54 learn learn VERB 2n49t151g06 4 55 more more ADV 2n49t151g06 4 56 generalized generalized ADJ 2n49t151g06 4 57 features feature NOUN 2n49t151g06 4 58 ( ( PUNCT 2n49t151g06 4 59 part part NOUN 2n49t151g06 4 60 1 1 NUM 2n49t151g06 4 61 of of ADP 2n49t151g06 4 62 human human ADJ 2n49t151g06 4 63 - - PUNCT 2n49t151g06 4 64 ai ai NOUN 2n49t151g06 4 65 supervision supervision NOUN 2n49t151g06 4 66 ) ) PUNCT 2n49t151g06 4 67 . . PUNCT 2n49t151g06 5 1 finally finally ADV 2n49t151g06 5 2 , , PUNCT 2n49t151g06 5 3 i i PRON 2n49t151g06 5 4 will will AUX 2n49t151g06 5 5 show show VERB 2n49t151g06 5 6 that that SCONJ 2n49t151g06 5 7 these these DET 2n49t151g06 5 8 human human NOUN 2n49t151g06 5 9 - - PUNCT 2n49t151g06 5 10 guided guide VERB 2n49t151g06 5 11 models model NOUN 2n49t151g06 5 12 can can AUX 2n49t151g06 5 13 aid aid VERB 2n49t151g06 5 14 future future ADJ 2n49t151g06 5 15 humans human NOUN 2n49t151g06 5 16 solving solve VERB 2n49t151g06 5 17 the the DET 2n49t151g06 5 18 task task NOUN 2n49t151g06 5 19 by by ADP 2n49t151g06 5 20 supplying supply VERB 2n49t151g06 5 21 useful useful ADJ 2n49t151g06 5 22 information information NOUN 2n49t151g06 5 23 about about ADP 2n49t151g06 5 24 the the DET 2n49t151g06 5 25 sample sample NOUN 2n49t151g06 5 26 ( ( PUNCT 2n49t151g06 5 27 part part NOUN 2n49t151g06 5 28 2 2 NUM 2n49t151g06 5 29 of of ADP 2n49t151g06 5 30 human human ADJ 2n49t151g06 5 31 - - PUNCT 2n49t151g06 5 32 ai ai NOUN 2n49t151g06 5 33 supervision supervision NOUN 2n49t151g06 5 34 ) ) PUNCT 2n49t151g06 5 35 . . PUNCT 2n49t151g06 6 1 by by ADP 2n49t151g06 6 2 guiding guide VERB 2n49t151g06 6 3 our our PRON 2n49t151g06 6 4 models model NOUN 2n49t151g06 6 5 to to ADP 2n49t151g06 6 6 human human NOUN 2n49t151g06 6 7 - - PUNCT 2n49t151g06 6 8 defined define VERB 2n49t151g06 6 9 saliency saliency NOUN 2n49t151g06 6 10 , , PUNCT 2n49t151g06 6 11 it it PRON 2n49t151g06 6 12 avoids avoid VERB 2n49t151g06 6 13 learning learn VERB 2n49t151g06 6 14 spurious spurious ADJ 2n49t151g06 6 15 features feature NOUN 2n49t151g06 6 16 i.e. i.e. X 2n49t151g06 6 17 incidental incidental ADJ 2n49t151g06 6 18 features feature NOUN 2n49t151g06 6 19 in in ADP 2n49t151g06 6 20 the the DET 2n49t151g06 6 21 training training NOUN 2n49t151g06 6 22 data datum NOUN 2n49t151g06 6 23 that that PRON 2n49t151g06 6 24 do do AUX 2n49t151g06 6 25 not not PART 2n49t151g06 6 26 generalize generalize VERB 2n49t151g06 6 27 to to ADP 2n49t151g06 6 28 the the DET 2n49t151g06 6 29 entire entire ADJ 2n49t151g06 6 30 domain domain NOUN 2n49t151g06 6 31 . . PUNCT 2n49t151g06 7 1 results result NOUN 2n49t151g06 7 2 show show VERB 2n49t151g06 7 3 that that SCONJ 2n49t151g06 7 4 one one NUM 2n49t151g06 7 5 sample sample NOUN 2n49t151g06 7 6 with with ADP 2n49t151g06 7 7 human human ADJ 2n49t151g06 7 8 saliency saliency NOUN 2n49t151g06 7 9 can can AUX 2n49t151g06 7 10 be be AUX 2n49t151g06 7 11 equivalent equivalent ADJ 2n49t151g06 7 12 to to ADP 2n49t151g06 7 13 training training NOUN 2n49t151g06 7 14 on on ADP 2n49t151g06 7 15 multiple multiple ADJ 2n49t151g06 7 16 samples sample NOUN 2n49t151g06 7 17 without without ADV 2n49t151g06 7 18 . . PUNCT 2n49t151g06 8 1 while while SCONJ 2n49t151g06 8 2 this this DET 2n49t151g06 8 3 idea idea NOUN 2n49t151g06 8 4 could could AUX 2n49t151g06 8 5 theoretically theoretically ADV 2n49t151g06 8 6 be be AUX 2n49t151g06 8 7 applied apply VERB 2n49t151g06 8 8 to to ADP 2n49t151g06 8 9 any any DET 2n49t151g06 8 10 domain domain NOUN 2n49t151g06 8 11 in in ADP 2n49t151g06 8 12 which which PRON 2n49t151g06 8 13 humans human NOUN 2n49t151g06 8 14 can can AUX 2n49t151g06 8 15 provide provide VERB 2n49t151g06 8 16 meaningful meaningful ADJ 2n49t151g06 8 17 input input NOUN 2n49t151g06 8 18 , , PUNCT 2n49t151g06 8 19 for for ADP 2n49t151g06 8 20 this this DET 2n49t151g06 8 21 talk talk NOUN 2n49t151g06 8 22 it it PRON 2n49t151g06 8 23 will will AUX 2n49t151g06 8 24 be be AUX 2n49t151g06 8 25 focused focus VERB 2n49t151g06 8 26 on on ADP 2n49t151g06 8 27 computer computer NOUN 2n49t151g06 8 28 vision vision NOUN 2n49t151g06 8 29 applications application NOUN 2n49t151g06 8 30 , , PUNCT 2n49t151g06 8 31 specifically specifically ADV 2n49t151g06 8 32 post post ADJ 2n49t151g06 8 33 - - ADJ 2n49t151g06 8 34 mortem mortem ADJ 2n49t151g06 8 35 iris iris PROPN 2n49t151g06 8 36 recognition recognition NOUN 2n49t151g06 8 37 , , PUNCT 2n49t151g06 8 38 fake fake ADJ 2n49t151g06 8 39 iris iris PROPN 2n49t151g06 8 40 detection detection NOUN 2n49t151g06 8 41 , , PUNCT 2n49t151g06 8 42 synthetic synthetic ADJ 2n49t151g06 8 43 face face NOUN 2n49t151g06 8 44 detection detection NOUN 2n49t151g06 8 45 and and CCONJ 2n49t151g06 8 46 physiological physiological ADJ 2n49t151g06 8 47 abnormality abnormality NOUN 2n49t151g06 8 48 detection detection NOUN 2n49t151g06 8 49 based base VERB 2n49t151g06 8 50 on on ADP 2n49t151g06 8 51 chest chest NOUN 2n49t151g06 8 52 x x NOUN 2n49t151g06 8 53 - - NOUN 2n49t151g06 8 54 ray ray NOUN 2n49t151g06 8 55 scans scan NOUN