id sid tid token lemma pos zp38w952s1b 1 1 recent recent ADJ zp38w952s1b 1 2 years year NOUN zp38w952s1b 1 3 have have AUX zp38w952s1b 1 4 seen see VERB zp38w952s1b 1 5 an an DET zp38w952s1b 1 6 explosion explosion NOUN zp38w952s1b 1 7 in in ADP zp38w952s1b 1 8 the the DET zp38w952s1b 1 9 amount amount NOUN zp38w952s1b 1 10 of of ADP zp38w952s1b 1 11 genomic genomic ADJ zp38w952s1b 1 12 data datum NOUN zp38w952s1b 1 13 available available ADJ zp38w952s1b 1 14 . . PUNCT zp38w952s1b 2 1 however however ADV zp38w952s1b 2 2 , , PUNCT zp38w952s1b 2 3 before before SCONJ zp38w952s1b 2 4 any any DET zp38w952s1b 2 5 analysis analysis NOUN zp38w952s1b 2 6 can can AUX zp38w952s1b 2 7 be be AUX zp38w952s1b 2 8 performed perform VERB zp38w952s1b 2 9 , , PUNCT zp38w952s1b 2 10 an an DET zp38w952s1b 2 11 assembly assembly NOUN zp38w952s1b 2 12 step step NOUN zp38w952s1b 2 13 must must AUX zp38w952s1b 2 14 be be AUX zp38w952s1b 2 15 completed complete VERB zp38w952s1b 2 16 that that PRON zp38w952s1b 2 17 combines combine VERB zp38w952s1b 2 18 the the DET zp38w952s1b 2 19 short short ADJ zp38w952s1b 2 20 dna dna PROPN zp38w952s1b 2 21 sequences sequence NOUN zp38w952s1b 2 22 generated generate VERB zp38w952s1b 2 23 by by ADP zp38w952s1b 2 24 the the DET zp38w952s1b 2 25 sequencing sequence VERB zp38w952s1b 2 26 technology technology NOUN zp38w952s1b 2 27 into into ADP zp38w952s1b 2 28 large large ADJ zp38w952s1b 2 29 sequences sequence NOUN zp38w952s1b 2 30 that that PRON zp38w952s1b 2 31 more more ADV zp38w952s1b 2 32 closely closely ADV zp38w952s1b 2 33 represent represent VERB zp38w952s1b 2 34 the the DET zp38w952s1b 2 35 dna dna NOUN zp38w952s1b 2 36 as as SCONJ zp38w952s1b 2 37 it it PRON zp38w952s1b 2 38 exists exist VERB zp38w952s1b 2 39 in in ADP zp38w952s1b 2 40 the the DET zp38w952s1b 2 41 cell cell NOUN zp38w952s1b 2 42 . . PUNCT zp38w952s1b 3 1 this this DET zp38w952s1b 3 2 thesis thesis NOUN zp38w952s1b 3 3 presents present VERB zp38w952s1b 3 4 a a DET zp38w952s1b 3 5 mate mate NOUN zp38w952s1b 3 6 - - PUNCT zp38w952s1b 3 7 pair pair NOUN zp38w952s1b 3 8 based base VERB zp38w952s1b 3 9 method method NOUN zp38w952s1b 3 10 of of ADP zp38w952s1b 3 11 validating validate VERB zp38w952s1b 3 12 assemblies assembly NOUN zp38w952s1b 3 13 and and CCONJ zp38w952s1b 3 14 identifying identify VERB zp38w952s1b 3 15 structural structural ADJ zp38w952s1b 3 16 variation variation NOUN zp38w952s1b 3 17 that that PRON zp38w952s1b 3 18 relies rely VERB zp38w952s1b 3 19 on on ADP zp38w952s1b 3 20 already already ADV zp38w952s1b 3 21 existing exist VERB zp38w952s1b 3 22 draft draft NOUN zp38w952s1b 3 23 assemblies assembly NOUN zp38w952s1b 3 24 . . PUNCT zp38w952s1b 4 1 the the DET zp38w952s1b 4 2 pipeline pipeline NOUN zp38w952s1b 4 3 is be AUX zp38w952s1b 4 4 successful successful ADJ zp38w952s1b 4 5 in in ADP zp38w952s1b 4 6 finding find VERB zp38w952s1b 4 7 structural structural ADJ zp38w952s1b 4 8 variation variation NOUN zp38w952s1b 4 9 , , PUNCT zp38w952s1b 4 10 but but CCONJ zp38w952s1b 4 11 less less ADV zp38w952s1b 4 12 so so ADV zp38w952s1b 4 13 in in ADP zp38w952s1b 4 14 improving improve VERB zp38w952s1b 4 15 assembly assembly NOUN zp38w952s1b 4 16 quality quality NOUN zp38w952s1b 4 17 . . PUNCT zp38w952s1b 5 1 additionally additionally ADV zp38w952s1b 5 2 , , PUNCT zp38w952s1b 5 3 a a DET zp38w952s1b 5 4 distributed distribute VERB zp38w952s1b 5 5 overlap overlap NOUN zp38w952s1b 5 6 pipeline pipeline NOUN zp38w952s1b 5 7 is be AUX zp38w952s1b 5 8 presented present VERB zp38w952s1b 5 9 that that PRON zp38w952s1b 5 10 achieves achieve VERB zp38w952s1b 5 11 improved improved ADJ zp38w952s1b 5 12 runtimes runtime NOUN zp38w952s1b 5 13 over over ADP zp38w952s1b 5 14 a a DET zp38w952s1b 5 15 typical typical ADJ zp38w952s1b 5 16 sequential sequential ADJ zp38w952s1b 5 17 genome genome NOUN zp38w952s1b 5 18 assembler assembler PROPN zp38w952s1b 5 19 . . PUNCT zp38w952s1b 6 1 this this DET zp38w952s1b 6 2 pipeline pipeline NOUN zp38w952s1b 6 3 is be AUX zp38w952s1b 6 4 divided divide VERB zp38w952s1b 6 5 into into ADP zp38w952s1b 6 6 two two NUM zp38w952s1b 6 7 parts part NOUN zp38w952s1b 6 8 : : PUNCT zp38w952s1b 6 9 a a DET zp38w952s1b 6 10 minimizer minimizer NOUN zp38w952s1b 6 11 counter counter NOUN zp38w952s1b 6 12 , , PUNCT zp38w952s1b 6 13 which which PRON zp38w952s1b 6 14 reduces reduce VERB zp38w952s1b 6 15 memory memory NOUN zp38w952s1b 6 16 consumption consumption NOUN zp38w952s1b 6 17 and and CCONJ zp38w952s1b 6 18 allows allow VERB zp38w952s1b 6 19 parallelism parallelism NOUN zp38w952s1b 6 20 at at ADP zp38w952s1b 6 21 the the DET zp38w952s1b 6 22 cost cost NOUN zp38w952s1b 6 23 of of ADP zp38w952s1b 6 24 increased increase VERB zp38w952s1b 6 25 computation computation NOUN zp38w952s1b 6 26 , , PUNCT zp38w952s1b 6 27 and and CCONJ zp38w952s1b 6 28 an an DET zp38w952s1b 6 29 aligner aligner NOUN zp38w952s1b 6 30 , , PUNCT zp38w952s1b 6 31 which which PRON zp38w952s1b 6 32 computes compute VERB zp38w952s1b 6 33 millions million NOUN zp38w952s1b 6 34 of of ADP zp38w952s1b 6 35 alignments alignment NOUN zp38w952s1b 6 36 very very ADV zp38w952s1b 6 37 efficiently efficiently ADV zp38w952s1b 6 38 in in ADP zp38w952s1b 6 39 parallel parallel NOUN zp38w952s1b 6 40 . . PUNCT