id sid tid token lemma pos jd472v2769n 1 1 polymers polymer NOUN jd472v2769n 1 2 are be AUX jd472v2769n 1 3 ubiquitous ubiquitous ADJ jd472v2769n 1 4 in in ADP jd472v2769n 1 5 real real ADJ jd472v2769n 1 6 - - PUNCT jd472v2769n 1 7 world world NOUN jd472v2769n 1 8 applications application NOUN jd472v2769n 1 9 , , PUNCT jd472v2769n 1 10 due due ADP jd472v2769n 1 11 to to ADP jd472v2769n 1 12 possessing possess VERB jd472v2769n 1 13 many many ADJ jd472v2769n 1 14 superior superior ADJ jd472v2769n 1 15 properties property NOUN jd472v2769n 1 16 . . PUNCT jd472v2769n 2 1 with with ADP jd472v2769n 2 2 the the DET jd472v2769n 2 3 increasing increase VERB jd472v2769n 2 4 demand demand NOUN jd472v2769n 2 5 for for ADP jd472v2769n 2 6 functional functional ADJ jd472v2769n 2 7 polymers polymer NOUN jd472v2769n 2 8 from from ADP jd472v2769n 2 9 different different ADJ jd472v2769n 2 10 fields field NOUN jd472v2769n 2 11 , , PUNCT jd472v2769n 2 12 designing design VERB jd472v2769n 2 13 polymers polymer NOUN jd472v2769n 2 14 that that PRON jd472v2769n 2 15 can can AUX jd472v2769n 2 16 serve serve VERB jd472v2769n 2 17 different different ADJ jd472v2769n 2 18 purposes purpose NOUN jd472v2769n 2 19 is be AUX jd472v2769n 2 20 of of ADP jd472v2769n 2 21 great great ADJ jd472v2769n 2 22 significance significance NOUN jd472v2769n 2 23 . . PUNCT jd472v2769n 3 1 traditionally traditionally ADV jd472v2769n 3 2 , , PUNCT jd472v2769n 3 3 designing design VERB jd472v2769n 3 4 polymers polymer NOUN jd472v2769n 3 5 intensively intensively ADV jd472v2769n 3 6 depends depend VERB jd472v2769n 3 7 on on ADP jd472v2769n 3 8 those those DET jd472v2769n 3 9 time time NOUN jd472v2769n 3 10 - - PUNCT jd472v2769n 3 11 consuming consume VERB jd472v2769n 3 12 approaches approach NOUN jd472v2769n 3 13 , , PUNCT jd472v2769n 3 14 like like ADP jd472v2769n 3 15 experimental experimental ADJ jd472v2769n 3 16 measurements measurement NOUN jd472v2769n 3 17 and and CCONJ jd472v2769n 3 18 computational computational ADJ jd472v2769n 3 19 simulations simulation NOUN jd472v2769n 3 20 , , PUNCT jd472v2769n 3 21 which which PRON jd472v2769n 3 22 can can AUX jd472v2769n 3 23 not not PART jd472v2769n 3 24 meet meet VERB jd472v2769n 3 25 the the DET jd472v2769n 3 26 increasing increase VERB jd472v2769n 3 27 demands demand NOUN jd472v2769n 3 28 anymore anymore ADV jd472v2769n 3 29 . . PUNCT jd472v2769n 4 1 however however ADV jd472v2769n 4 2 , , PUNCT jd472v2769n 4 3 as as SCONJ jd472v2769n 4 4 more more ADJ jd472v2769n 4 5 and and CCONJ jd472v2769n 4 6 more more ADJ jd472v2769n 4 7 polymer polymer NOUN jd472v2769n 4 8 data datum NOUN jd472v2769n 4 9 ( ( PUNCT jd472v2769n 4 10 both both CCONJ jd472v2769n 4 11 experimental experimental ADJ jd472v2769n 4 12 and and CCONJ jd472v2769n 4 13 computational computational ADJ jd472v2769n 4 14 ) ) PUNCT jd472v2769n 4 15 are be AUX jd472v2769n 4 16 accumulated accumulate VERB jd472v2769n 4 17 , , PUNCT jd472v2769n 4 18 data data NOUN jd472v2769n 4 19 - - PUNCT jd472v2769n 4 20 driven drive VERB jd472v2769n 4 21 approaches approach NOUN jd472v2769n 4 22 become become VERB jd472v2769n 4 23 a a DET jd472v2769n 4 24 promising promising ADJ jd472v2769n 4 25 route route NOUN jd472v2769n 4 26 to to PART jd472v2769n 4 27 accelerate accelerate VERB jd472v2769n 4 28 the the DET jd472v2769n 4 29 polymer polymer NOUN jd472v2769n 4 30 design design NOUN jd472v2769n 4 31 , , PUNCT jd472v2769n 4 32 which which PRON jd472v2769n 4 33 is be AUX jd472v2769n 4 34 known know VERB jd472v2769n 4 35 as as ADP jd472v2769n 4 36 polymer polymer NOUN jd472v2769n 4 37 informatics.currently informatics.currently PROPN jd472v2769n 4 38 , , PUNCT jd472v2769n 4 39 the the DET jd472v2769n 4 40 core core NOUN jd472v2769n 4 41 of of ADP jd472v2769n 4 42 polymer polymer NOUN jd472v2769n 4 43 informatics informatic NOUN jd472v2769n 4 44 research research NOUN jd472v2769n 4 45 is be AUX jd472v2769n 4 46 to to PART jd472v2769n 4 47 quantify quantify VERB jd472v2769n 4 48 structure structure NOUN jd472v2769n 4 49 - - PUNCT jd472v2769n 4 50 property property NOUN jd472v2769n 4 51 relationships relationship NOUN jd472v2769n 4 52 via via ADP jd472v2769n 4 53 data data NOUN jd472v2769n 4 54 - - PUNCT jd472v2769n 4 55 driven drive VERB jd472v2769n 4 56 approaches approach NOUN jd472v2769n 4 57 , , PUNCT jd472v2769n 4 58 where where SCONJ jd472v2769n 4 59 representing represent VERB jd472v2769n 4 60 polymers polymer NOUN jd472v2769n 4 61 is be AUX jd472v2769n 4 62 the the DET jd472v2769n 4 63 first first ADJ jd472v2769n 4 64 and and CCONJ jd472v2769n 4 65 foremost foremost ADJ jd472v2769n 4 66 thing thing NOUN jd472v2769n 4 67 to to PART jd472v2769n 4 68 do do VERB jd472v2769n 4 69 , , PUNCT jd472v2769n 4 70 as as SCONJ jd472v2769n 4 71 those those DET jd472v2769n 4 72 data data NOUN jd472v2769n 4 73 - - PUNCT jd472v2769n 4 74 driven drive VERB jd472v2769n 4 75 approaches approach NOUN jd472v2769n 4 76 require require VERB jd472v2769n 4 77 numerical numerical ADJ jd472v2769n 4 78 inputs input NOUN jd472v2769n 4 79 . . PUNCT jd472v2769n 5 1 i i PRON jd472v2769n 5 2 study study VERB jd472v2769n 5 3 two two NUM jd472v2769n 5 4 general general ADJ jd472v2769n 5 5 polymer polymer NOUN jd472v2769n 5 6 representations representation NOUN jd472v2769n 5 7 here here ADV jd472v2769n 5 8 , , PUNCT jd472v2769n 5 9 including include VERB jd472v2769n 5 10 morgan morgan PROPN jd472v2769n 5 11 fingerprint fingerprint NOUN jd472v2769n 5 12 and and CCONJ jd472v2769n 5 13 molecular molecular ADJ jd472v2769n 5 14 embedding embedding NOUN jd472v2769n 5 15 . . PUNCT jd472v2769n 6 1 after after ADP jd472v2769n 6 2 conducting conduct VERB jd472v2769n 6 3 a a DET jd472v2769n 6 4 series series NOUN jd472v2769n 6 5 of of ADP jd472v2769n 6 6 machine machine NOUN jd472v2769n 6 7 learning learn VERB jd472v2769n 6 8 experiments experiment NOUN jd472v2769n 6 9 on on ADP jd472v2769n 6 10 diverse diverse ADJ jd472v2769n 6 11 datasets dataset NOUN jd472v2769n 6 12 , , PUNCT jd472v2769n 6 13 i i PRON jd472v2769n 6 14 find find VERB jd472v2769n 6 15 molecular molecular ADJ jd472v2769n 6 16 embedding embedding NOUN jd472v2769n 6 17 outperforms outperform VERB jd472v2769n 6 18 morgan morgan PROPN jd472v2769n 6 19 fingerprint fingerprint NOUN jd472v2769n 6 20 as as ADP jd472v2769n 6 21 the the DET jd472v2769n 6 22 polymer polymer NOUN jd472v2769n 6 23 representation representation NOUN jd472v2769n 6 24 . . PUNCT jd472v2769n 7 1 such such ADJ jd472v2769n 7 2 superiority superiority NOUN jd472v2769n 7 3 of of ADP jd472v2769n 7 4 molecular molecular ADJ jd472v2769n 7 5 embedding embedding NOUN jd472v2769n 7 6 can can AUX jd472v2769n 7 7 be be AUX jd472v2769n 7 8 attributed attribute VERB jd472v2769n 7 9 to to ADP jd472v2769n 7 10 the the DET jd472v2769n 7 11 accurately accurately ADV jd472v2769n 7 12 estimated estimate VERB jd472v2769n 7 13 substructure substructure NOUN jd472v2769n 7 14 similarity similarity NOUN jd472v2769n 7 15 in in ADP jd472v2769n 7 16 it it PRON jd472v2769n 7 17 , , PUNCT jd472v2769n 7 18 which which PRON jd472v2769n 7 19 has have AUX jd472v2769n 7 20 been be AUX jd472v2769n 7 21 intensively intensively ADV jd472v2769n 7 22 studied study VERB jd472v2769n 7 23 in in ADP jd472v2769n 7 24 this this DET jd472v2769n 7 25 dissertation dissertation NOUN jd472v2769n 7 26 . . PUNCT jd472v2769n 8 1 another another DET jd472v2769n 8 2 important important ADJ jd472v2769n 8 3 aspect aspect NOUN jd472v2769n 8 4 of of ADP jd472v2769n 8 5 polymer polymer NOUN jd472v2769n 8 6 informatics informatic NOUN jd472v2769n 8 7 research research PROPN jd472v2769n 8 8 is be AUX jd472v2769n 8 9 benchmark benchmark NOUN jd472v2769n 8 10 database database NOUN jd472v2769n 8 11 , , PUNCT jd472v2769n 8 12 on on ADP jd472v2769n 8 13 which which PRON jd472v2769n 8 14 algorithms algorithm NOUN jd472v2769n 8 15 can can AUX jd472v2769n 8 16 be be AUX jd472v2769n 8 17 developed develop VERB jd472v2769n 8 18 , , PUNCT jd472v2769n 8 19 tested test VERB jd472v2769n 8 20 , , PUNCT jd472v2769n 8 21 and and CCONJ jd472v2769n 8 22 compared compare VERB jd472v2769n 8 23 . . PUNCT jd472v2769n 9 1 besides besides ADV jd472v2769n 9 2 , , PUNCT jd472v2769n 9 3 the the DET jd472v2769n 9 4 polymers polymer NOUN jd472v2769n 9 5 in in ADP jd472v2769n 9 6 it it PRON jd472v2769n 9 7 can can AUX jd472v2769n 9 8 also also ADV jd472v2769n 9 9 be be AUX jd472v2769n 9 10 synthesized synthesize VERB jd472v2769n 9 11 for for ADP jd472v2769n 9 12 practical practical ADJ jd472v2769n 9 13 use use NOUN jd472v2769n 9 14 . . PUNCT jd472v2769n 10 1 to to PART jd472v2769n 10 2 achieve achieve VERB jd472v2769n 10 3 this this PRON jd472v2769n 10 4 , , PUNCT jd472v2769n 10 5 i i PRON jd472v2769n 10 6 build build VERB jd472v2769n 10 7 a a DET jd472v2769n 10 8 benchmark benchmark ADJ jd472v2769n 10 9 database database NOUN jd472v2769n 10 10 called call VERB jd472v2769n 10 11 pi1 pi1 NOUN jd472v2769n 10 12 m m PROPN jd472v2769n 10 13 , , PUNCT jd472v2769n 10 14 which which PRON jd472v2769n 10 15 contains contain VERB jd472v2769n 10 16 ~1 ~1 NUM jd472v2769n 10 17 million million NUM jd472v2769n 10 18 polymer polymer NOUN jd472v2769n 10 19 structures structure NOUN jd472v2769n 10 20 for for ADP jd472v2769n 10 21 polymer polymer NOUN jd472v2769n 10 22 informatics informatic NOUN jd472v2769n 10 23 . . PUNCT jd472v2769n 11 1 12,777 12,777 NUM jd472v2769n 11 2 polymers polymer NOUN jd472v2769n 11 3 are be AUX jd472v2769n 11 4 collected collect VERB jd472v2769n 11 5 by by ADP jd472v2769n 11 6 hand hand NOUN jd472v2769n 11 7 from from ADP jd472v2769n 11 8 the the DET jd472v2769n 11 9 well well ADV jd472v2769n 11 10 - - PUNCT jd472v2769n 11 11 known know VERB jd472v2769n 11 12 online online ADJ jd472v2769n 11 13 polymer polymer NOUN jd472v2769n 11 14 database database NOUN jd472v2769n 11 15 polyinfo polyinfo NOUN jd472v2769n 11 16 , , PUNCT jd472v2769n 11 17 which which PRON jd472v2769n 11 18 is be AUX jd472v2769n 11 19 not not PART jd472v2769n 11 20 accessible accessible ADJ jd472v2769n 11 21 to to ADP jd472v2769n 11 22 researchers researcher NOUN jd472v2769n 11 23 on on ADP jd472v2769n 11 24 large large ADJ jd472v2769n 11 25 scale scale NOUN jd472v2769n 11 26 . . PUNCT jd472v2769n 12 1 a a DET jd472v2769n 12 2 generative generative ADJ jd472v2769n 12 3 model model NOUN jd472v2769n 12 4 is be AUX jd472v2769n 12 5 then then ADV jd472v2769n 12 6 trained train VERB jd472v2769n 12 7 on on ADP jd472v2769n 12 8 those those DET jd472v2769n 12 9 collected collect VERB jd472v2769n 12 10 polymers polymer NOUN jd472v2769n 12 11 , , PUNCT jd472v2769n 12 12 after after ADP jd472v2769n 12 13 which which PRON jd472v2769n 12 14 around around ADV jd472v2769n 12 15 1 1 NUM jd472v2769n 12 16 million million NUM jd472v2769n 12 17 polymers polymer NOUN jd472v2769n 12 18 are be AUX jd472v2769n 12 19 sampled sample VERB jd472v2769n 12 20 from from ADP jd472v2769n 12 21 this this DET jd472v2769n 12 22 generative generative ADJ jd472v2769n 12 23 model model NOUN jd472v2769n 12 24 to to PART jd472v2769n 12 25 form form VERB jd472v2769n 12 26 pi1 pi1 SPACE jd472v2769n 12 27 m. m. NOUN jd472v2769n 12 28 the the DET jd472v2769n 12 29 performance performance NOUN jd472v2769n 12 30 of of ADP jd472v2769n 12 31 pi1 pi1 NOUN jd472v2769n 12 32 m m NOUN jd472v2769n 12 33 is be AUX jd472v2769n 12 34 compared compare VERB jd472v2769n 12 35 against against ADP jd472v2769n 12 36 polyinfo polyinfo NOUN jd472v2769n 12 37 as as ADV jd472v2769n 12 38 well well ADV jd472v2769n 12 39 as as ADP jd472v2769n 12 40 other other ADJ jd472v2769n 12 41 popular popular ADJ jd472v2769n 12 42 organic organic ADJ jd472v2769n 12 43 databases database NOUN jd472v2769n 12 44 , , PUNCT jd472v2769n 12 45 like like ADP jd472v2769n 12 46 zinc zinc NOUN jd472v2769n 12 47 , , PUNCT jd472v2769n 12 48 from from ADP jd472v2769n 12 49 different different ADJ jd472v2769n 12 50 aspects aspect NOUN jd472v2769n 12 51 , , PUNCT jd472v2769n 12 52 the the DET jd472v2769n 12 53 results result NOUN jd472v2769n 12 54 of of ADP jd472v2769n 12 55 which which PRON jd472v2769n 12 56 prove prove VERB jd472v2769n 12 57 that that SCONJ jd472v2769n 12 58 pi1 pi1 VERB jd472v2769n 12 59 m m VERB jd472v2769n 12 60 can can AUX jd472v2769n 12 61 serve serve VERB jd472v2769n 12 62 as as ADP jd472v2769n 12 63 a a DET jd472v2769n 12 64 good good ADJ jd472v2769n 12 65 benchmark benchmark NOUN jd472v2769n 12 66 database database NOUN jd472v2769n 12 67 for for ADP jd472v2769n 12 68 polymer polymer NOUN jd472v2769n 12 69 informatics informatic NOUN jd472v2769n 12 70 . . PUNCT jd472v2769n 13 1 while while SCONJ jd472v2769n 13 2 pi1 pi1 NOUN jd472v2769n 13 3 m m VERB jd472v2769n 13 4 is be AUX jd472v2769n 13 5 powerful powerful ADJ jd472v2769n 13 6 as as ADP jd472v2769n 13 7 a a DET jd472v2769n 13 8 benchmark benchmark NOUN jd472v2769n 13 9 database database NOUN jd472v2769n 13 10 for for ADP jd472v2769n 13 11 polymer polymer NOUN jd472v2769n 13 12 informatics informatic NOUN jd472v2769n 13 13 , , PUNCT jd472v2769n 13 14 it it PRON jd472v2769n 13 15 does do AUX jd472v2769n 13 16 not not PART jd472v2769n 13 17 contain contain VERB jd472v2769n 13 18 polymer polymer NOUN jd472v2769n 13 19 properties property NOUN jd472v2769n 13 20 , , PUNCT jd472v2769n 13 21 i.e. i.e. X jd472v2769n 13 22 , , PUNCT jd472v2769n 13 23 labels label NOUN jd472v2769n 13 24 , , PUNCT jd472v2769n 13 25 about about ADP jd472v2769n 13 26 which which PRON jd472v2769n 13 27 researchers researcher NOUN jd472v2769n 13 28 care care VERB jd472v2769n 13 29 most most ADV jd472v2769n 13 30 . . PUNCT jd472v2769n 14 1 to to PART jd472v2769n 14 2 produce produce VERB jd472v2769n 14 3 polymer polymer NOUN jd472v2769n 14 4 labels label NOUN jd472v2769n 14 5 that that PRON jd472v2769n 14 6 could could AUX jd472v2769n 14 7 meet meet VERB jd472v2769n 14 8 the the DET jd472v2769n 14 9 requirements requirement NOUN jd472v2769n 14 10 of of ADP jd472v2769n 14 11 polymer polymer NOUN jd472v2769n 14 12 informatics informatic NOUN jd472v2769n 14 13 , , PUNCT jd472v2769n 14 14 i.e. i.e. X jd472v2769n 14 15 , , PUNCT jd472v2769n 14 16 on on ADP jd472v2769n 14 17 large large ADJ jd472v2769n 14 18 scale scale NOUN jd472v2769n 14 19 , , PUNCT jd472v2769n 14 20 i i PRON jd472v2769n 14 21 implement implement VERB jd472v2769n 14 22 high high ADJ jd472v2769n 14 23 - - PUNCT jd472v2769n 14 24 throughput throughput NOUN jd472v2769n 14 25 molecular molecular ADJ jd472v2769n 14 26 dynamics dynamic NOUN jd472v2769n 14 27 simulation simulation NOUN jd472v2769n 14 28 for for ADP jd472v2769n 14 29 polymer polymer NOUN jd472v2769n 14 30 labeling labeling NOUN jd472v2769n 14 31 , , PUNCT jd472v2769n 14 32 where where SCONJ jd472v2769n 14 33 everything everything PRON jd472v2769n 14 34 is be AUX jd472v2769n 14 35 automated automate VERB jd472v2769n 14 36 . . PUNCT jd472v2769n 15 1 taking take VERB jd472v2769n 15 2 advantage advantage NOUN jd472v2769n 15 3 of of ADP jd472v2769n 15 4 the the DET jd472v2769n 15 5 molecular molecular ADJ jd472v2769n 15 6 embedding embedding NOUN jd472v2769n 15 7 , , PUNCT jd472v2769n 15 8 pi1 pi1 NOUN jd472v2769n 15 9 m m VERB jd472v2769n 15 10 , , PUNCT jd472v2769n 15 11 and and CCONJ jd472v2769n 15 12 high high ADJ jd472v2769n 15 13 - - PUNCT jd472v2769n 15 14 throughput throughput NOUN jd472v2769n 15 15 molecular molecular ADJ jd472v2769n 15 16 dynamics dynamic NOUN jd472v2769n 15 17 simulation simulation NOUN jd472v2769n 15 18 , , PUNCT jd472v2769n 15 19 while while SCONJ jd472v2769n 15 20 additionally additionally ADV jd472v2769n 15 21 assisted assist VERB jd472v2769n 15 22 by by ADP jd472v2769n 15 23 machine machine NOUN jd472v2769n 15 24 learning learning NOUN jd472v2769n 15 25 , , PUNCT jd472v2769n 15 26 i i PRON jd472v2769n 15 27 successfully successfully ADV jd472v2769n 15 28 create create VERB jd472v2769n 15 29 the the DET jd472v2769n 15 30 state state NOUN jd472v2769n 15 31 - - PUNCT jd472v2769n 15 32 of of ADP jd472v2769n 15 33 - - PUNCT jd472v2769n 15 34 the the DET jd472v2769n 15 35 - - PUNCT jd472v2769n 15 36 art art NOUN jd472v2769n 15 37 approach approach NOUN jd472v2769n 15 38 for for ADP jd472v2769n 15 39 a a DET jd472v2769n 15 40 previously previously ADV jd472v2769n 15 41 underexplored underexplored ADJ jd472v2769n 15 42 task task NOUN jd472v2769n 15 43 : : PUNCT jd472v2769n 15 44 finding find VERB jd472v2769n 15 45 amorphous amorphous ADJ jd472v2769n 15 46 polymers polymer NOUN jd472v2769n 15 47 with with ADP jd472v2769n 15 48 high high ADJ jd472v2769n 15 49 thermal thermal ADJ jd472v2769n 15 50 conductivity conductivity NOUN jd472v2769n 15 51 . . PUNCT jd472v2769n 16 1 however however ADV jd472v2769n 16 2 , , PUNCT jd472v2769n 16 3 the the DET jd472v2769n 16 4 polymer polymer NOUN jd472v2769n 16 5 candidates candidate NOUN jd472v2769n 16 6 screened screen VERB jd472v2769n 16 7 from from ADP jd472v2769n 16 8 existing exist VERB jd472v2769n 16 9 database database NOUN jd472v2769n 16 10 can can AUX jd472v2769n 16 11 not not PART jd472v2769n 16 12 always always ADV jd472v2769n 16 13 meet meet VERB jd472v2769n 16 14 the the DET jd472v2769n 16 15 design design NOUN jd472v2769n 16 16 goal goal NOUN jd472v2769n 16 17 . . PUNCT jd472v2769n 17 1 to to PART jd472v2769n 17 2 mitigate mitigate VERB jd472v2769n 17 3 this this DET jd472v2769n 17 4 problem problem NOUN jd472v2769n 17 5 , , PUNCT jd472v2769n 17 6 we we PRON jd472v2769n 17 7 develop develop VERB jd472v2769n 17 8 an an DET jd472v2769n 17 9 inverse inverse ADJ jd472v2769n 17 10 polymer polymer NOUN jd472v2769n 17 11 design design NOUN jd472v2769n 17 12 algorithm algorithm NOUN jd472v2769n 17 13 that that PRON jd472v2769n 17 14 can can AUX jd472v2769n 17 15 generate generate VERB jd472v2769n 17 16 new new ADJ jd472v2769n 17 17 polymer polymer NOUN jd472v2769n 17 18 structures structure NOUN jd472v2769n 17 19 to to PART jd472v2769n 17 20 meet meet VERB jd472v2769n 17 21 the the DET jd472v2769n 17 22 design design NOUN jd472v2769n 17 23 goal goal NOUN jd472v2769n 17 24 . . PUNCT jd472v2769n 18 1 the the DET jd472v2769n 18 2 synthesizability synthesizability NOUN jd472v2769n 18 3 of of ADP jd472v2769n 18 4 the the DET jd472v2769n 18 5 generated generate VERB jd472v2769n 18 6 polymer polymer NOUN jd472v2769n 18 7 structures structure NOUN jd472v2769n 18 8 is be AUX jd472v2769n 18 9 also also ADV jd472v2769n 18 10 investigated investigate VERB jd472v2769n 18 11 , , PUNCT jd472v2769n 18 12 to to PART jd472v2769n 18 13 maximize maximize VERB jd472v2769n 18 14 their their PRON jd472v2769n 18 15 utility utility NOUN jd472v2769n 18 16 in in ADP jd472v2769n 18 17 real real ADJ jd472v2769n 18 18 - - PUNCT jd472v2769n 18 19 world world NOUN jd472v2769n 18 20 scenarios scenario NOUN jd472v2769n 18 21 . . PUNCT