id sid tid token lemma pos tq57np21r75 1 1 networks network NOUN tq57np21r75 1 2 are be AUX tq57np21r75 1 3 used use VERB tq57np21r75 1 4 to to PART tq57np21r75 1 5 model model VERB tq57np21r75 1 6 a a DET tq57np21r75 1 7 wide wide ADJ tq57np21r75 1 8 variety variety NOUN tq57np21r75 1 9 of of ADP tq57np21r75 1 10 real real ADJ tq57np21r75 1 11 - - PUNCT tq57np21r75 1 12 world world NOUN tq57np21r75 1 13 systems system NOUN tq57np21r75 1 14 . . PUNCT tq57np21r75 2 1 network network NOUN tq57np21r75 2 2 alignment alignment NOUN tq57np21r75 2 3 ( ( PUNCT tq57np21r75 2 4 na na AUX tq57np21r75 2 5 ) ) PUNCT tq57np21r75 2 6 aims aim VERB tq57np21r75 2 7 to to PART tq57np21r75 2 8 find find VERB tq57np21r75 2 9 a a DET tq57np21r75 2 10 node node NOUN tq57np21r75 2 11 mapping mapping NOUN tq57np21r75 2 12 between between ADP tq57np21r75 2 13 networks network NOUN tq57np21r75 2 14 that that PRON tq57np21r75 2 15 identifies identify VERB tq57np21r75 2 16 topologically topologically ADV tq57np21r75 2 17 or or CCONJ tq57np21r75 2 18 functionally functionally ADV tq57np21r75 2 19 similar similar ADJ tq57np21r75 2 20 network network NOUN tq57np21r75 2 21 regions region NOUN tq57np21r75 2 22 . . PUNCT tq57np21r75 3 1 na na PART tq57np21r75 3 2 has have VERB tq57np21r75 3 3 applications application NOUN tq57np21r75 3 4 in in ADP tq57np21r75 3 5 many many ADJ tq57np21r75 3 6 fields field NOUN tq57np21r75 3 7 , , PUNCT tq57np21r75 3 8 including include VERB tq57np21r75 3 9 computational computational ADJ tq57np21r75 3 10 biology biology NOUN tq57np21r75 3 11 , , PUNCT tq57np21r75 3 12 ontology ontology NOUN tq57np21r75 3 13 matching matching NOUN tq57np21r75 3 14 , , PUNCT tq57np21r75 3 15 language language NOUN tq57np21r75 3 16 processing processing NOUN tq57np21r75 3 17 , , PUNCT tq57np21r75 3 18 and and CCONJ tq57np21r75 3 19 social social ADJ tq57np21r75 3 20 networks network NOUN tq57np21r75 3 21 . . PUNCT tq57np21r75 4 1 the the DET tq57np21r75 4 2 focus focus NOUN tq57np21r75 4 3 of of ADP tq57np21r75 4 4 this this DET tq57np21r75 4 5 dissertation dissertation NOUN tq57np21r75 4 6 is be AUX tq57np21r75 4 7 on on ADP tq57np21r75 4 8 na na ADP tq57np21r75 4 9 in in ADP tq57np21r75 4 10 the the DET tq57np21r75 4 11 domain domain NOUN tq57np21r75 4 12 of of ADP tq57np21r75 4 13 computational computational ADJ tq57np21r75 4 14 biology biology NOUN tq57np21r75 4 15 , , PUNCT tq57np21r75 4 16 where where SCONJ tq57np21r75 4 17 na na PRON tq57np21r75 4 18 is be AUX tq57np21r75 4 19 used use VERB tq57np21r75 4 20 to to PART tq57np21r75 4 21 align align VERB tq57np21r75 4 22 biological biological ADJ tq57np21r75 4 23 networks network NOUN tq57np21r75 4 24 of of ADP tq57np21r75 4 25 different different ADJ tq57np21r75 4 26 species specie NOUN tq57np21r75 4 27 , , PUNCT tq57np21r75 4 28 such such ADJ tq57np21r75 4 29 as as ADP tq57np21r75 4 30 the the DET tq57np21r75 4 31 species specie NOUN tq57np21r75 4 32 ' ' PART tq57np21r75 4 33 protein protein NOUN tq57np21r75 4 34 interaction interaction NOUN tq57np21r75 4 35 networks network NOUN tq57np21r75 4 36 ( ( PUNCT tq57np21r75 4 37 pins pin NOUN tq57np21r75 4 38 ) ) PUNCT tq57np21r75 4 39 . . PUNCT tq57np21r75 5 1 then then ADV tq57np21r75 5 2 , , PUNCT tq57np21r75 5 3 na na PART tq57np21r75 5 4 can can AUX tq57np21r75 5 5 guide guide VERB tq57np21r75 5 6 the the DET tq57np21r75 5 7 transfer transfer NOUN tq57np21r75 5 8 of of ADP tq57np21r75 5 9 biological biological ADJ tq57np21r75 5 10 knowledge knowledge NOUN tq57np21r75 5 11 from from ADP tq57np21r75 5 12 well well ADV tq57np21r75 5 13 - - PUNCT tq57np21r75 5 14 studied study VERB tq57np21r75 5 15 species specie NOUN tq57np21r75 5 16 to to ADP tq57np21r75 5 17 poorly poorly ADV tq57np21r75 5 18 - - PUNCT tq57np21r75 5 19 studied study VERB tq57np21r75 5 20 species specie NOUN tq57np21r75 5 21 between between ADP tq57np21r75 5 22 conserved conserved PROPN tq57np21r75 5 23 ( ( PUNCT tq57np21r75 5 24 i.e. i.e. X tq57np21r75 5 25 , , PUNCT tq57np21r75 5 26 aligned align VERB tq57np21r75 5 27 ) ) PUNCT tq57np21r75 5 28 pin pin NOUN tq57np21r75 5 29 regions region NOUN tq57np21r75 5 30 . . PUNCT tq57np21r75 6 1 as as ADP tq57np21r75 6 2 such such ADJ tq57np21r75 6 3 , , PUNCT tq57np21r75 6 4 na na PART tq57np21r75 6 5 has have VERB tq57np21r75 6 6 the the DET tq57np21r75 6 7 potential potential NOUN tq57np21r75 6 8 to to PART tq57np21r75 6 9 revolutionize revolutionize VERB tq57np21r75 6 10 our our PRON tq57np21r75 6 11 biological biological ADJ tq57np21r75 6 12 understanding understanding NOUN tq57np21r75 6 13 , , PUNCT tq57np21r75 6 14 just just ADV tq57np21r75 6 15 as as SCONJ tq57np21r75 6 16 genomic genomic ADJ tq57np21r75 6 17 sequence sequence NOUN tq57np21r75 6 18 alignment alignment NOUN tq57np21r75 6 19 has have AUX tq57np21r75 6 20 had.na had.na VERB tq57np21r75 6 21 can can AUX tq57np21r75 6 22 be be AUX tq57np21r75 6 23 categorized categorize VERB tq57np21r75 6 24 into into ADP tq57np21r75 6 25 pairwise pairwise NOUN tq57np21r75 6 26 and and CCONJ tq57np21r75 6 27 multiple multiple ADJ tq57np21r75 6 28 . . PUNCT tq57np21r75 7 1 pairwise pairwise NOUN tq57np21r75 7 2 na na ADP tq57np21r75 7 3 ( ( PUNCT tq57np21r75 7 4 pna pna PROPN tq57np21r75 7 5 ) ) PUNCT tq57np21r75 7 6 aims aim VERB tq57np21r75 7 7 to to PART tq57np21r75 7 8 align align VERB tq57np21r75 7 9 two two NUM tq57np21r75 7 10 networks network NOUN tq57np21r75 7 11 while while SCONJ tq57np21r75 7 12 multiple multiple ADJ tq57np21r75 7 13 na na X tq57np21r75 7 14 ( ( PUNCT tq57np21r75 7 15 mna mna PROPN tq57np21r75 7 16 ) ) PUNCT tq57np21r75 7 17 can can AUX tq57np21r75 7 18 align align VERB tq57np21r75 7 19 more more ADJ tq57np21r75 7 20 than than ADP tq57np21r75 7 21 two two NUM tq57np21r75 7 22 networks network NOUN tq57np21r75 7 23 . . PUNCT tq57np21r75 8 1 it it PRON tq57np21r75 8 2 is be AUX tq57np21r75 8 3 hypothesized hypothesize VERB tq57np21r75 8 4 that that SCONJ tq57np21r75 8 5 mna mna PROPN tq57np21r75 8 6 might might AUX tq57np21r75 8 7 lead lead VERB tq57np21r75 8 8 to to ADP tq57np21r75 8 9 deeper deep ADJ tq57np21r75 8 10 biological biological ADJ tq57np21r75 8 11 insights insight NOUN tq57np21r75 8 12 than than ADP tq57np21r75 8 13 pna pna PROPN tq57np21r75 8 14 , , PUNCT tq57np21r75 8 15 because because SCONJ tq57np21r75 8 16 mna mna PROPN tq57np21r75 8 17 can can AUX tq57np21r75 8 18 simultaneously simultaneously ADV tq57np21r75 8 19 capture capture VERB tq57np21r75 8 20 conserved conserve VERB tq57np21r75 8 21 regions region NOUN tq57np21r75 8 22 between between ADP tq57np21r75 8 23 more more ADJ tq57np21r75 8 24 networks network NOUN tq57np21r75 8 25 than than ADP tq57np21r75 8 26 pna pna PROPN tq57np21r75 8 27 , , PUNCT tq57np21r75 8 28 though though SCONJ tq57np21r75 8 29 at at ADP tq57np21r75 8 30 the the DET tq57np21r75 8 31 expense expense NOUN tq57np21r75 8 32 of of ADP tq57np21r75 8 33 higher high ADJ tq57np21r75 8 34 computational computational ADJ tq57np21r75 8 35 complexity complexity NOUN tq57np21r75 8 36 . . PUNCT tq57np21r75 9 1 in in ADP tq57np21r75 9 2 this this DET tq57np21r75 9 3 context context NOUN tq57np21r75 9 4 , , PUNCT tq57np21r75 9 5 we we PRON tq57np21r75 9 6 make make VERB tq57np21r75 9 7 the the DET tq57np21r75 9 8 following follow VERB tq57np21r75 9 9 contributions contribution NOUN tq57np21r75 9 10 . . PUNCT tq57np21r75 10 1 first first ADV tq57np21r75 10 2 , , PUNCT tq57np21r75 10 3 we we PRON tq57np21r75 10 4 introduce introduce VERB tq57np21r75 10 5 magna++ magna++ PROPN tq57np21r75 10 6 , , PUNCT tq57np21r75 10 7 our our PRON tq57np21r75 10 8 novel novel ADJ tq57np21r75 10 9 state state NOUN tq57np21r75 10 10 - - PUNCT tq57np21r75 10 11 of of ADP tq57np21r75 10 12 - - PUNCT tq57np21r75 10 13 the the DET tq57np21r75 10 14 - - PUNCT tq57np21r75 10 15 art art NOUN tq57np21r75 10 16 pna pna PROPN tq57np21r75 10 17 method method NOUN tq57np21r75 10 18 . . PUNCT tq57np21r75 11 1 second second ADV tq57np21r75 11 2 , , PUNCT tq57np21r75 11 3 we we PRON tq57np21r75 11 4 introduce introduce VERB tq57np21r75 11 5 our our PRON tq57np21r75 11 6 new new ADJ tq57np21r75 11 7 method method NOUN tq57np21r75 11 8 called call VERB tq57np21r75 11 9 multimagna++ multimagna++ SPACE tq57np21r75 11 10 , , PUNCT tq57np21r75 11 11 which which PRON tq57np21r75 11 12 is be AUX tq57np21r75 11 13 magna++ magna++ SPACE tq57np21r75 11 14 's 's PART tq57np21r75 11 15 equivalent equivalent NOUN tq57np21r75 11 16 for for ADP tq57np21r75 11 17 mna mna PROPN tq57np21r75 11 18 . . PUNCT tq57np21r75 12 1 we we PRON tq57np21r75 12 2 also also ADV tq57np21r75 12 3 introduce introduce VERB tq57np21r75 12 4 new new ADJ tq57np21r75 12 5 measures measure NOUN tq57np21r75 12 6 of of ADP tq57np21r75 12 7 alignment alignment NOUN tq57np21r75 12 8 quality quality NOUN tq57np21r75 12 9 for for ADP tq57np21r75 12 10 mna mna PROPN tq57np21r75 12 11 . . PUNCT tq57np21r75 13 1 third third PROPN tq57np21r75 13 2 , , PUNCT tq57np21r75 13 3 since since SCONJ tq57np21r75 13 4 new new ADJ tq57np21r75 13 5 pna pna PROPN tq57np21r75 13 6 or or CCONJ tq57np21r75 13 7 mna mna PROPN tq57np21r75 13 8 methods method NOUN tq57np21r75 13 9 proposed propose VERB tq57np21r75 13 10 in in ADP tq57np21r75 13 11 the the DET tq57np21r75 13 12 literature literature NOUN tq57np21r75 13 13 are be AUX tq57np21r75 13 14 generally generally ADV tq57np21r75 13 15 compared compare VERB tq57np21r75 13 16 only only ADV tq57np21r75 13 17 to to ADP tq57np21r75 13 18 other other ADJ tq57np21r75 13 19 methods method NOUN tq57np21r75 13 20 from from ADP tq57np21r75 13 21 the the DET tq57np21r75 13 22 same same ADJ tq57np21r75 13 23 na na NOUN tq57np21r75 13 24 category category NOUN tq57np21r75 13 25 , , PUNCT tq57np21r75 13 26 we we PRON tq57np21r75 13 27 perform perform VERB tq57np21r75 13 28 the the DET tq57np21r75 13 29 first first ADJ tq57np21r75 13 30 ever ever ADJ tq57np21r75 13 31 evaluation evaluation NOUN tq57np21r75 13 32 of of ADP tq57np21r75 13 33 pna pna PROPN tq57np21r75 13 34 against against ADP tq57np21r75 13 35 mna mna PROPN tq57np21r75 13 36 , , PUNCT tq57np21r75 13 37 where where SCONJ tq57np21r75 13 38 we we PRON tq57np21r75 13 39 shockingly shockingly ADV tq57np21r75 13 40 find find VERB tq57np21r75 13 41 that that SCONJ tq57np21r75 13 42 in in ADP tq57np21r75 13 43 general general ADJ tq57np21r75 13 44 pna pna PROPN tq57np21r75 13 45 is be AUX tq57np21r75 13 46 both both CCONJ tq57np21r75 13 47 more more ADV tq57np21r75 13 48 accurate accurate ADJ tq57np21r75 13 49 and and CCONJ tq57np21r75 13 50 faster fast ADV tq57np21r75 13 51 than than ADP tq57np21r75 13 52 mna mna PROPN tq57np21r75 13 53 , , PUNCT tq57np21r75 13 54 which which PRON tq57np21r75 13 55 has have VERB tq57np21r75 13 56 many many ADJ tq57np21r75 13 57 implications implication NOUN tq57np21r75 13 58 for for ADP tq57np21r75 13 59 future future NOUN tq57np21r75 13 60 na na ADP tq57np21r75 13 61 research research NOUN tq57np21r75 13 62 . . PUNCT tq57np21r75 14 1 fourth fourth ADJ tq57np21r75 14 2 , , PUNCT tq57np21r75 14 3 existing exist VERB tq57np21r75 14 4 na na ADP tq57np21r75 14 5 methods method NOUN tq57np21r75 14 6 can can AUX tq57np21r75 14 7 only only ADV tq57np21r75 14 8 align align VERB tq57np21r75 14 9 static static ADJ tq57np21r75 14 10 networks network NOUN tq57np21r75 14 11 . . PUNCT tq57np21r75 15 1 however however ADV tq57np21r75 15 2 , , PUNCT tq57np21r75 15 3 most most ADJ tq57np21r75 15 4 of of ADP tq57np21r75 15 5 complex complex ADJ tq57np21r75 15 6 real real ADJ tq57np21r75 15 7 - - PUNCT tq57np21r75 15 8 world world NOUN tq57np21r75 15 9 systems system NOUN tq57np21r75 15 10 evolve evolve VERB tq57np21r75 15 11 over over ADP tq57np21r75 15 12 time time NOUN tq57np21r75 15 13 and and CCONJ tq57np21r75 15 14 should should AUX tq57np21r75 15 15 thus thus ADV tq57np21r75 15 16 be be AUX tq57np21r75 15 17 modeled model VERB tq57np21r75 15 18 as as ADP tq57np21r75 15 19 dynamic dynamic ADJ tq57np21r75 15 20 networks network NOUN tq57np21r75 15 21 . . PUNCT tq57np21r75 16 1 we we PRON tq57np21r75 16 2 hypothesize hypothesize VERB tq57np21r75 16 3 that that SCONJ tq57np21r75 16 4 aligning align VERB tq57np21r75 16 5 dynamic dynamic ADJ tq57np21r75 16 6 network network NOUN tq57np21r75 16 7 representations representation NOUN tq57np21r75 16 8 of of ADP tq57np21r75 16 9 evolving evolve VERB tq57np21r75 16 10 systems system NOUN tq57np21r75 16 11 will will AUX tq57np21r75 16 12 produce produce VERB tq57np21r75 16 13 superior superior ADJ tq57np21r75 16 14 alignments alignment NOUN tq57np21r75 16 15 compared compare VERB tq57np21r75 16 16 to to ADP tq57np21r75 16 17 aligning align VERB tq57np21r75 16 18 the the DET tq57np21r75 16 19 systems system NOUN tq57np21r75 16 20 ' ' PART tq57np21r75 16 21 static static ADJ tq57np21r75 16 22 network network NOUN tq57np21r75 16 23 representations representation NOUN tq57np21r75 16 24 , , PUNCT tq57np21r75 16 25 as as SCONJ tq57np21r75 16 26 is be AUX tq57np21r75 16 27 currently currently ADV tq57np21r75 16 28 done do VERB tq57np21r75 16 29 . . PUNCT tq57np21r75 17 1 for for ADP tq57np21r75 17 2 this this DET tq57np21r75 17 3 purpose purpose NOUN tq57np21r75 17 4 , , PUNCT tq57np21r75 17 5 we we PRON tq57np21r75 17 6 introduce introduce VERB tq57np21r75 17 7 the the DET tq57np21r75 17 8 first first ADJ tq57np21r75 17 9 ever ever ADV tq57np21r75 17 10 dynamic dynamic ADJ tq57np21r75 17 11 pna pna NOUN tq57np21r75 17 12 method method NOUN tq57np21r75 17 13 and and CCONJ tq57np21r75 17 14 confirm confirm VERB tq57np21r75 17 15 our our PRON tq57np21r75 17 16 hypothesis hypothesis NOUN tq57np21r75 17 17 . . PUNCT