id sid tid token lemma pos work_7jtgrdqc4zeb7lul7vifzjglr4 1 1 Transactions transaction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 1 2 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 1 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 1 4 Association Association NNP work_7jtgrdqc4zeb7lul7vifzjglr4 1 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 1 6 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 1 7 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 1 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 1 9 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 1 10 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 1 11 2013 2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 1 12 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 1 13 219–230 219–230 CD work_7jtgrdqc4zeb7lul7vifzjglr4 1 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 2 1 Action Action NNP work_7jtgrdqc4zeb7lul7vifzjglr4 2 2 Editor Editor NNP work_7jtgrdqc4zeb7lul7vifzjglr4 2 3 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 2 4 Brian Brian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 2 5 Roark Roark NNP work_7jtgrdqc4zeb7lul7vifzjglr4 2 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 3 1 Submitted submit VBN work_7jtgrdqc4zeb7lul7vifzjglr4 3 2 1/2013 1/2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 3 3 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 3 4 Revised Revised NNP work_7jtgrdqc4zeb7lul7vifzjglr4 3 5 3/2013 3/2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 3 6 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 3 7 Published publish VBD work_7jtgrdqc4zeb7lul7vifzjglr4 3 8 5/2013 5/2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 3 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 4 1 c c NNP work_7jtgrdqc4zeb7lul7vifzjglr4 4 2 © © NNP work_7jtgrdqc4zeb7lul7vifzjglr4 4 3 2013 2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 4 4 Association Association NNP work_7jtgrdqc4zeb7lul7vifzjglr4 4 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 4 6 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 4 7 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 4 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 5 1 Joint Joint NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 2 Arc Arc NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 3 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 5 4 factored factored JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 5 Parsing Parsing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 5 7 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 5 9 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 10 Dependencies Dependencies NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 5 11 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 12 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 5 14 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 15 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 5 17 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 18 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 19 TALP TALP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 20 Research Research NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 21 Center Center NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 22 Universitat Universitat NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 23 Politècnica Politècnica NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 24 de de IN work_7jtgrdqc4zeb7lul7vifzjglr4 5 25 Catalunya Catalunya NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 26 Jordi Jordi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 27 Girona Girona NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 28 1–3 1–3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 5 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 5 30 08034 08034 CD work_7jtgrdqc4zeb7lul7vifzjglr4 5 31 Barcelona Barcelona NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 32 { { -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 5 33 xlluis,carreras,lluism}@lsi.upc.edu xlluis,carreras,lluism}@lsi.upc.edu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 34 Abstract Abstract NNP work_7jtgrdqc4zeb7lul7vifzjglr4 5 35 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 5 36 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 5 37 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 5 38 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 5 39 introduce introduce VBP work_7jtgrdqc4zeb7lul7vifzjglr4 5 40 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 5 41 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 42 arc arc NN work_7jtgrdqc4zeb7lul7vifzjglr4 5 43 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 5 44 factored factored JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 45 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 5 46 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 5 47 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 48 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 5 49 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 5 50 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 5 51 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 5 52 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 6 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 6 2 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 6 3 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 6 4 labeler labeler NN work_7jtgrdqc4zeb7lul7vifzjglr4 6 5 predicts predict VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 6 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 6 7 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 6 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 6 9 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 6 10 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 6 11 connect connect VBP work_7jtgrdqc4zeb7lul7vifzjglr4 6 12 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 6 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 6 14 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 6 15 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 6 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 7 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 7 2 process process NN work_7jtgrdqc4zeb7lul7vifzjglr4 7 3 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 7 4 framed frame VBN work_7jtgrdqc4zeb7lul7vifzjglr4 7 5 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 7 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 7 7 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 7 8 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 7 9 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 7 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 7 11 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 7 12 allows allow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 7 13 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 7 14 control control VB work_7jtgrdqc4zeb7lul7vifzjglr4 7 15 some some DT work_7jtgrdqc4zeb7lul7vifzjglr4 7 16 well well JJ work_7jtgrdqc4zeb7lul7vifzjglr4 7 17 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 7 18 formedness formedness NN work_7jtgrdqc4zeb7lul7vifzjglr4 7 19 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 7 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 8 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 8 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 8 3 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 8 4 part part NN work_7jtgrdqc4zeb7lul7vifzjglr4 8 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 8 6 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 8 7 define define VBP work_7jtgrdqc4zeb7lul7vifzjglr4 8 8 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 8 9 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 8 10 arc arc NN work_7jtgrdqc4zeb7lul7vifzjglr4 8 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 8 12 factored factored JJ work_7jtgrdqc4zeb7lul7vifzjglr4 8 13 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 8 14 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 8 15 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 8 16 predicts predict VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 8 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 8 18 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 8 19 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 8 20 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 8 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 9 1 Finally finally RB work_7jtgrdqc4zeb7lul7vifzjglr4 9 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 9 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 9 4 employ employ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 9 5 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 9 6 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 9 7 techniques technique NNS work_7jtgrdqc4zeb7lul7vifzjglr4 9 8 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 9 9 produce produce VB work_7jtgrdqc4zeb7lul7vifzjglr4 9 10 consis- consis- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 9 11 tent tent NNP work_7jtgrdqc4zeb7lul7vifzjglr4 9 12 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 9 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 9 14 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 9 15 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 9 16 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 9 17 struc- struc- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 9 18 tures ture NNS work_7jtgrdqc4zeb7lul7vifzjglr4 9 19 while while IN work_7jtgrdqc4zeb7lul7vifzjglr4 9 20 searching search VBG work_7jtgrdqc4zeb7lul7vifzjglr4 9 21 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 9 22 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 9 23 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 9 24 space space NN work_7jtgrdqc4zeb7lul7vifzjglr4 9 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 9 26 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 9 27 configurations configuration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 9 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 10 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 10 2 experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 10 3 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 10 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 10 5 CoNLL-2009 conll-2009 JJ work_7jtgrdqc4zeb7lul7vifzjglr4 10 6 English English NNP work_7jtgrdqc4zeb7lul7vifzjglr4 10 7 benchmark benchmark NN work_7jtgrdqc4zeb7lul7vifzjglr4 10 8 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 10 9 ob- ob- MD work_7jtgrdqc4zeb7lul7vifzjglr4 10 10 serve serve VBP work_7jtgrdqc4zeb7lul7vifzjglr4 10 11 very very RB work_7jtgrdqc4zeb7lul7vifzjglr4 10 12 competitive competitive JJ work_7jtgrdqc4zeb7lul7vifzjglr4 10 13 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 10 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 11 1 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 11 2 Introduction introduction NN work_7jtgrdqc4zeb7lul7vifzjglr4 11 3 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 11 4 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 11 5 labeling labeling NN work_7jtgrdqc4zeb7lul7vifzjglr4 11 6 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 11 7 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 8 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 11 9 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 11 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 11 11 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 11 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 11 13 identi- identi- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 14 fying fye VBG work_7jtgrdqc4zeb7lul7vifzjglr4 11 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 11 16 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 11 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 11 18 lexical lexical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 11 19 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 11 20 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 11 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 11 22 sen- sen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 11 23 tence tence NN work_7jtgrdqc4zeb7lul7vifzjglr4 11 24 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 11 25 labeling label VBG work_7jtgrdqc4zeb7lul7vifzjglr4 11 26 them -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 11 27 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 11 28 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 11 29 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 11 30 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 11 31 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 32 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 11 33 Jurafsky Jurafsky NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 11 35 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 11 36 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 11 37 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 38 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 11 39 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 40 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 11 41 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 11 42 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 11 43 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 11 44 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 12 1 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 12 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 12 3 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 12 4 important important JJ work_7jtgrdqc4zeb7lul7vifzjglr4 12 5 shallow shallow JJ work_7jtgrdqc4zeb7lul7vifzjglr4 12 6 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 12 7 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 12 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 12 9 NLP NLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 12 10 since since IN work_7jtgrdqc4zeb7lul7vifzjglr4 12 11 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 12 12 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 12 13 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 12 14 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 12 15 directly directly RB work_7jtgrdqc4zeb7lul7vifzjglr4 12 16 represent represent VBP work_7jtgrdqc4zeb7lul7vifzjglr4 12 17 se- se- CD work_7jtgrdqc4zeb7lul7vifzjglr4 12 18 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 12 19 properties property NNS work_7jtgrdqc4zeb7lul7vifzjglr4 12 20 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 12 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 12 22 type type NN work_7jtgrdqc4zeb7lul7vifzjglr4 12 23 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 12 24 who who WP work_7jtgrdqc4zeb7lul7vifzjglr4 12 25 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 12 26 did do VBD work_7jtgrdqc4zeb7lul7vifzjglr4 12 27 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 12 28 what what WP work_7jtgrdqc4zeb7lul7vifzjglr4 12 29 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 12 30 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 12 31 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 12 32 whom whom WP work_7jtgrdqc4zeb7lul7vifzjglr4 12 33 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 12 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 12 35 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 12 36 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 12 37 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 12 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 12 39 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 12 40 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 12 41 why why WRB work_7jtgrdqc4zeb7lul7vifzjglr4 12 42 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 12 43 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 12 44 events event NNS work_7jtgrdqc4zeb7lul7vifzjglr4 12 45 expressed express VBN work_7jtgrdqc4zeb7lul7vifzjglr4 12 46 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 12 47 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 12 48 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 12 49 typically typically RB work_7jtgrdqc4zeb7lul7vifzjglr4 12 50 verbs verbs NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 12 51 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 12 52 nouns noun NNS work_7jtgrdqc4zeb7lul7vifzjglr4 12 53 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 12 54 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 13 1 Predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 2 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 13 3 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 4 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 13 5 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 13 6 strongly strongly RB work_7jtgrdqc4zeb7lul7vifzjglr4 13 7 related related JJ work_7jtgrdqc4zeb7lul7vifzjglr4 13 8 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 13 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 13 11 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 13 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 14 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 15 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 13 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 17 ma- ma- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 13 18 jority jority NNP work_7jtgrdqc4zeb7lul7vifzjglr4 13 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 13 20 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 21 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 13 22 correspond correspond VBP work_7jtgrdqc4zeb7lul7vifzjglr4 13 23 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 13 24 some some DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 25 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 13 26 constituent constituent NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 13 28 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 13 29 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 30 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 13 31 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 32 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 13 33 connects connect VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 13 34 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 35 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 36 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 13 37 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 38 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 39 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 13 40 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 13 41 strong strong JJ work_7jtgrdqc4zeb7lul7vifzjglr4 13 42 indicator indicator NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 43 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 13 44 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 13 45 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 13 46 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 13 47 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 14 1 Actually actually RB work_7jtgrdqc4zeb7lul7vifzjglr4 14 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 14 3 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 14 4 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 14 5 represent represent VBP work_7jtgrdqc4zeb7lul7vifzjglr4 14 6 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 14 7 abstraction abstraction NN work_7jtgrdqc4zeb7lul7vifzjglr4 14 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 14 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 14 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 14 11 form form NN work_7jtgrdqc4zeb7lul7vifzjglr4 14 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 14 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 14 14 predicative predicative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 14 15 event event NN work_7jtgrdqc4zeb7lul7vifzjglr4 14 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 15 1 While while IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 2 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 15 3 functions function NNS work_7jtgrdqc4zeb7lul7vifzjglr4 15 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 5 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 15 6 change change VBP work_7jtgrdqc4zeb7lul7vifzjglr4 15 7 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 15 9 form form NN work_7jtgrdqc4zeb7lul7vifzjglr4 15 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 15 12 event event NN work_7jtgrdqc4zeb7lul7vifzjglr4 15 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 15 14 e.g. e.g. RB work_7jtgrdqc4zeb7lul7vifzjglr4 15 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 15 16 active active JJ work_7jtgrdqc4zeb7lul7vifzjglr4 15 17 vs. vs. IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 18 passive passive JJ work_7jtgrdqc4zeb7lul7vifzjglr4 15 19 forms form NNS work_7jtgrdqc4zeb7lul7vifzjglr4 15 20 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 15 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 15 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 15 23 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 15 24 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 15 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 26 argu- argu- NN work_7jtgrdqc4zeb7lul7vifzjglr4 15 27 ments ment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 15 28 remain remain VBP work_7jtgrdqc4zeb7lul7vifzjglr4 15 29 invariant invariant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 15 30 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 15 31 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 15 32 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 15 33 realization realization NN work_7jtgrdqc4zeb7lul7vifzjglr4 15 34 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 16 1 Consequently consequently RB work_7jtgrdqc4zeb7lul7vifzjglr4 16 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 16 3 since since IN work_7jtgrdqc4zeb7lul7vifzjglr4 16 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 16 5 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 16 6 works work NNS work_7jtgrdqc4zeb7lul7vifzjglr4 16 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 16 8 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 16 9 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 16 10 have have VBP work_7jtgrdqc4zeb7lul7vifzjglr4 16 11 assumed assume VBN work_7jtgrdqc4zeb7lul7vifzjglr4 16 12 access access NN work_7jtgrdqc4zeb7lul7vifzjglr4 16 13 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 16 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 16 15 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 16 16 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 16 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 16 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 16 19 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 16 20 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 16 21 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 16 22 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 16 23 Jurafsky Jurafsky NNP work_7jtgrdqc4zeb7lul7vifzjglr4 16 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 16 25 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 16 26 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 16 27 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 16 28 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 16 29 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 16 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 16 31 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 16 32 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 16 33 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 17 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 17 2 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 17 3 approach approach NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 4 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 17 5 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 17 6 obtain obtain VB work_7jtgrdqc4zeb7lul7vifzjglr4 17 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 17 8 parse parse NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 9 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 17 10 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 17 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 17 12 pre pre NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 13 - - NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 14 process process NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 15 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 17 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 17 17 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 17 18 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 17 20 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 17 21 allows allow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 17 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 17 23 use use NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 24 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 17 25 unrestricted unrestricted JJ work_7jtgrdqc4zeb7lul7vifzjglr4 17 26 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 17 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 17 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 17 29 syntax syntax NN work_7jtgrdqc4zeb7lul7vifzjglr4 17 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 18 1 However however RB work_7jtgrdqc4zeb7lul7vifzjglr4 18 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 18 3 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 18 4 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 18 5 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 18 6 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 18 7 approaches approach NNS work_7jtgrdqc4zeb7lul7vifzjglr4 18 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 18 9 NLP NLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 18 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 18 11 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 18 12 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 18 13 been be VBN work_7jtgrdqc4zeb7lul7vifzjglr4 18 14 shown show VBN work_7jtgrdqc4zeb7lul7vifzjglr4 18 15 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 18 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 18 17 errors error NNS work_7jtgrdqc4zeb7lul7vifzjglr4 18 18 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 18 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 18 20 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 18 21 tactic tactic NN work_7jtgrdqc4zeb7lul7vifzjglr4 18 22 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 18 23 severely severely RB work_7jtgrdqc4zeb7lul7vifzjglr4 18 24 degrade degrade VBP work_7jtgrdqc4zeb7lul7vifzjglr4 18 25 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 18 26 predictions prediction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 18 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 18 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 18 29 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 18 30 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 18 31 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 18 32 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 18 33 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 18 34 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 18 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 18 36 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 18 37 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 18 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 19 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 19 2 common common JJ work_7jtgrdqc4zeb7lul7vifzjglr4 19 3 approach approach NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 19 5 alleviate alleviate VB work_7jtgrdqc4zeb7lul7vifzjglr4 19 6 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 19 7 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 8 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 19 9 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 19 10 work work VB work_7jtgrdqc4zeb7lul7vifzjglr4 19 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 19 12 multiple multiple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 19 13 alternative alternative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 19 14 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 19 15 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 19 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 19 17 let let VB work_7jtgrdqc4zeb7lul7vifzjglr4 19 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 19 19 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 20 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 21 optimize optimize NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 22 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 19 23 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 19 24 input input NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 25 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 26 or or CC work_7jtgrdqc4zeb7lul7vifzjglr4 19 27 part part NN work_7jtgrdqc4zeb7lul7vifzjglr4 19 28 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 19 29 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 19 30 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 19 31 Toutanova Toutanova NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 32 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 19 33 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 34 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 19 36 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 19 37 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 19 38 Punyakanok Punyakanok NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 39 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 40 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 41 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 19 42 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 19 43 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 19 44 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 19 45 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 20 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 20 2 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 20 3 step step NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 4 further far RBR work_7jtgrdqc4zeb7lul7vifzjglr4 20 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 6 more more RBR work_7jtgrdqc4zeb7lul7vifzjglr4 20 7 recent recent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 20 8 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 9 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 20 10 proposed propose VBN work_7jtgrdqc4zeb7lul7vifzjglr4 20 11 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 20 12 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 20 13 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 20 14 predict predict VBP work_7jtgrdqc4zeb7lul7vifzjglr4 20 15 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 20 16 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 17 aug- aug- NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 18 mented mente VBN work_7jtgrdqc4zeb7lul7vifzjglr4 20 19 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 20 20 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 20 21 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 22 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 20 23 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 24 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 20 25 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 20 26 Surdeanu Surdeanu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 27 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 20 28 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 29 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 31 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 20 32 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 20 33 Hajič hajič UH work_7jtgrdqc4zeb7lul7vifzjglr4 20 34 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 35 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 36 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 38 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 20 39 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 20 40 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 41 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 42 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 20 43 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 20 44 Titov Titov NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 45 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 20 46 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 47 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 48 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 49 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 20 50 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 20 51 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 52 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 20 53 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 54 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 20 55 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 56 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 20 57 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 20 58 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 20 59 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 20 60 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 20 61 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 20 62 focus focus NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 63 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 20 64 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 20 65 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 20 66 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 21 1 These these DT work_7jtgrdqc4zeb7lul7vifzjglr4 21 2 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 21 3 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 21 4 should should MD work_7jtgrdqc4zeb7lul7vifzjglr4 21 5 favor favor VB work_7jtgrdqc4zeb7lul7vifzjglr4 21 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 21 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 21 8 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 21 9 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 21 10 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 21 11 most most RBS work_7jtgrdqc4zeb7lul7vifzjglr4 21 12 consistent consistent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 21 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 21 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 21 15 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 21 16 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 21 17 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 21 18 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 21 19 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 21 20 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 21 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 21 22 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 21 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 22 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 22 2 principle principle NN work_7jtgrdqc4zeb7lul7vifzjglr4 22 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 22 4 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 22 5 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 22 6 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 22 7 exploit exploit VB work_7jtgrdqc4zeb7lul7vifzjglr4 22 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 22 9 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 22 10 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 22 11 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 22 12 simultaneously simultaneously RB work_7jtgrdqc4zeb7lul7vifzjglr4 22 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 22 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 22 15 could could MD work_7jtgrdqc4zeb7lul7vifzjglr4 22 16 potentially potentially RB work_7jtgrdqc4zeb7lul7vifzjglr4 22 17 improve improve VB work_7jtgrdqc4zeb7lul7vifzjglr4 22 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 22 19 accuracy accuracy NN work_7jtgrdqc4zeb7lul7vifzjglr4 22 20 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 22 21 both both CC work_7jtgrdqc4zeb7lul7vifzjglr4 22 22 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 22 23 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 22 24 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 22 25 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 22 26 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 22 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 23 1 One one CD work_7jtgrdqc4zeb7lul7vifzjglr4 23 2 difficulty difficulty NN work_7jtgrdqc4zeb7lul7vifzjglr4 23 3 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 23 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 23 5 design design NN work_7jtgrdqc4zeb7lul7vifzjglr4 23 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 23 7 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 23 8 syntactic- syntactic- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 23 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 23 10 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 23 11 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 23 12 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 23 13 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 23 14 there there EX work_7jtgrdqc4zeb7lul7vifzjglr4 23 15 exist exist VBP work_7jtgrdqc4zeb7lul7vifzjglr4 23 16 impor- impor- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 23 17 tant tant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 23 18 structural structural JJ work_7jtgrdqc4zeb7lul7vifzjglr4 23 19 divergences divergence NNS work_7jtgrdqc4zeb7lul7vifzjglr4 23 20 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 23 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 23 22 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 23 23 layers layer NNS work_7jtgrdqc4zeb7lul7vifzjglr4 23 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 24 1 219 219 CD work_7jtgrdqc4zeb7lul7vifzjglr4 24 2 Mary Mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 24 3 loves love VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 24 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 24 5 play play VB work_7jtgrdqc4zeb7lul7vifzjglr4 24 6 guitar guitar NN work_7jtgrdqc4zeb7lul7vifzjglr4 24 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 25 1 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 2 SBJ SBJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 3 OPRD OPRD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 4 IM im NN work_7jtgrdqc4zeb7lul7vifzjglr4 25 5 OBJ OBJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 6 P P NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 7 ARG0 ARG0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 8 ARG1 ARG1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 9 ARG0 ARG0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 10 ARG1 ARG1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 11 Figure Figure NNP work_7jtgrdqc4zeb7lul7vifzjglr4 25 12 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 25 13 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 25 14 An an DT work_7jtgrdqc4zeb7lul7vifzjglr4 25 15 example example NN work_7jtgrdqc4zeb7lul7vifzjglr4 25 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 26 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 27 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 28 1 Das Das NNP work_7jtgrdqc4zeb7lul7vifzjglr4 28 2 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 28 3 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 28 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 29 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 29 2 2012 2012 CD work_7jtgrdqc4zeb7lul7vifzjglr4 29 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 29 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 30 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 31 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 32 1 Riedel Riedel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 32 2 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 32 3 McCallum McCallum NNP work_7jtgrdqc4zeb7lul7vifzjglr4 32 4 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 32 5 2011 2011 CD work_7jtgrdqc4zeb7lul7vifzjglr4 32 6 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 32 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 33 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 34 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 35 1 3 3 LS work_7jtgrdqc4zeb7lul7vifzjglr4 35 2 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 35 3 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 35 4 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 35 5 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 35 6 Dependency Dependency NNP work_7jtgrdqc4zeb7lul7vifzjglr4 35 7 Model Model NNP work_7jtgrdqc4zeb7lul7vifzjglr4 35 8 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 35 9 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 35 10 describe describe VB work_7jtgrdqc4zeb7lul7vifzjglr4 35 11 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 35 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 35 13 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 35 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 35 15 seman- seman- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 35 16 tic tic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 35 17 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 35 18 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 35 19 vectors vector NNS work_7jtgrdqc4zeb7lul7vifzjglr4 35 20 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 35 21 binary binary JJ work_7jtgrdqc4zeb7lul7vifzjglr4 35 22 variables variable NNS work_7jtgrdqc4zeb7lul7vifzjglr4 35 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 36 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 36 2 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 36 3 denote denote VB work_7jtgrdqc4zeb7lul7vifzjglr4 36 4 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 5 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 36 7 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 36 9 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 10 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 36 11 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 12 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 13 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 14 head head NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 15 token token JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 16 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 17 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 18 dependant dependant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 19 token token VBN work_7jtgrdqc4zeb7lul7vifzjglr4 36 20 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 21 labeled label VBN work_7jtgrdqc4zeb7lul7vifzjglr4 36 22 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 23 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 24 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 25 l. l. NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 26 Similarly similarly RB work_7jtgrdqc4zeb7lul7vifzjglr4 36 27 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 36 28 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 36 29 denote denote VB work_7jtgrdqc4zeb7lul7vifzjglr4 36 30 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 31 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 36 33 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 36 35 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 36 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 36 37 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 38 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 39 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 40 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 41 token token NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 42 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 43 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 36 44 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 45 token token VBD work_7jtgrdqc4zeb7lul7vifzjglr4 36 46 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 36 47 labeled labeled NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 48 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 49 seman- seman- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 50 tic tic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 51 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 36 52 r. r. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 53 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 36 54 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 36 55 use use VB work_7jtgrdqc4zeb7lul7vifzjglr4 36 56 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 57 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 36 58 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 36 59 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 36 60 denote denote VB work_7jtgrdqc4zeb7lul7vifzjglr4 36 61 vectors vector NNS work_7jtgrdqc4zeb7lul7vifzjglr4 36 62 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 63 binary binary JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 64 variables variable NNS work_7jtgrdqc4zeb7lul7vifzjglr4 36 65 indexed index VBN work_7jtgrdqc4zeb7lul7vifzjglr4 36 66 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 36 67 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 68 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 36 69 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 36 70 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 36 71 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 36 72 respectively respectively RB work_7jtgrdqc4zeb7lul7vifzjglr4 36 73 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 37 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 37 2 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 37 3 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 37 4 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 37 5 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 37 6 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 37 7 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 37 8 depen- depen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 37 9 dency dency NN work_7jtgrdqc4zeb7lul7vifzjglr4 37 10 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 37 11 could could MD work_7jtgrdqc4zeb7lul7vifzjglr4 37 12 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 37 13 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 37 14 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 37 15 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 37 16 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 17 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 37 19 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 20 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 21 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 37 23 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 24 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 37 25 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 26 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 27 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 37 29 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 37 31 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 37 32 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 37 33 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 38 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 38 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 38 3 equation equation NN work_7jtgrdqc4zeb7lul7vifzjglr4 38 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 38 5 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 38 6 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 38 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 38 8 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 38 9 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 38 10 gives give VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 38 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 38 12 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 38 13 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 38 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 38 15 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 38 16 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 38 17 y. y. . work_7jtgrdqc4zeb7lul7vifzjglr4 39 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 39 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 39 3 literature literature NN work_7jtgrdqc4zeb7lul7vifzjglr4 39 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 5 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 39 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 39 7 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 39 8 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 39 9 use use VB work_7jtgrdqc4zeb7lul7vifzjglr4 39 10 arc arc NN work_7jtgrdqc4zeb7lul7vifzjglr4 39 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 39 12 factored factored JJ work_7jtgrdqc4zeb7lul7vifzjglr4 39 13 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 39 14 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 39 15 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 39 16 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 17 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 19 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 20 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 39 21 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 39 22 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 23 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 25 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 27 l=1 l=1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 28 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 39 29 syn(x syn(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 39 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 31 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 33 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 35 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 39 36 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 39 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 39 38 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 39 39 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 39 40 overload overload VBP work_7jtgrdqc4zeb7lul7vifzjglr4 39 41 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 39 42 syn syn NN work_7jtgrdqc4zeb7lul7vifzjglr4 39 43 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 39 44 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 39 45 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 39 46 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 39 47 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 39 48 computes compute VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 39 49 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 39 50 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 39 51 individual individual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 39 52 labeled label VBN work_7jtgrdqc4zeb7lul7vifzjglr4 39 53 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 39 54 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 39 55 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 40 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 40 2 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 40 3 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 40 4 one one PRP work_7jtgrdqc4zeb7lul7vifzjglr4 40 5 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 40 6 s s NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 7 syn(x syn(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 9 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 11 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 13 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 14 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 40 15 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 40 16 wsyn wsyn NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 17 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 40 18 fsyn(x fsyn(x XX work_7jtgrdqc4zeb7lul7vifzjglr4 40 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 20 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 22 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 24 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 25 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 40 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 27 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 40 28 fsyn fsyn NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 29 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 40 30 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 40 31 feature feature NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 32 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 33 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 40 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 40 35 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 40 36 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 37 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 40 38 wsyn wsyn NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 39 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 40 40 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 40 41 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 40 42 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 40 43 parameters parameter NNS work_7jtgrdqc4zeb7lul7vifzjglr4 40 44 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 40 45 McDonald McDonald NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 46 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 47 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 48 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 40 49 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 40 50 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 40 51 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 40 52 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 41 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 41 2 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 41 3 term term NN work_7jtgrdqc4zeb7lul7vifzjglr4 41 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 41 5 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 41 6 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 41 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 41 8 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 41 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 41 10 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 41 11 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 41 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 41 13 gives give VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 41 14 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 41 15 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 41 16 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 41 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 41 18 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 41 19 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 41 20 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 41 21 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 41 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 41 23 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 41 24 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 41 25 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 41 26 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 41 27 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 41 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 42 1 Previous previous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 42 2 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 42 3 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 42 4 empiri- empiri- NN work_7jtgrdqc4zeb7lul7vifzjglr4 42 5 cally cally RB work_7jtgrdqc4zeb7lul7vifzjglr4 42 6 proved prove VBD work_7jtgrdqc4zeb7lul7vifzjglr4 42 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 42 8 importance importance NN work_7jtgrdqc4zeb7lul7vifzjglr4 42 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 42 10 exploiting exploit VBG work_7jtgrdqc4zeb7lul7vifzjglr4 42 11 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 42 12 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 42 13 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 42 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 42 15 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 42 16 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 42 17 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 42 18 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 42 20 Ju- Ju- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 21 rafsky rafsky NN work_7jtgrdqc4zeb7lul7vifzjglr4 42 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 42 23 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 42 24 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 42 25 Xue Xue NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 26 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 42 27 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 42 29 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 42 30 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 42 31 Punyakanok Punyakanok NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 32 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 33 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 34 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 42 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 42 36 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 42 37 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 42 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 43 1 However however RB work_7jtgrdqc4zeb7lul7vifzjglr4 43 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 43 3 without without IN work_7jtgrdqc4zeb7lul7vifzjglr4 43 4 further further JJ work_7jtgrdqc4zeb7lul7vifzjglr4 43 5 assumptions assumption NNS work_7jtgrdqc4zeb7lul7vifzjglr4 43 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 43 7 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 43 8 property property NN work_7jtgrdqc4zeb7lul7vifzjglr4 43 9 makes make VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 43 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 43 11 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 43 12 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 43 13 com- com- NN work_7jtgrdqc4zeb7lul7vifzjglr4 43 14 putationally putationally RB work_7jtgrdqc4zeb7lul7vifzjglr4 43 15 hard hard RB work_7jtgrdqc4zeb7lul7vifzjglr4 43 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 44 1 One one CD work_7jtgrdqc4zeb7lul7vifzjglr4 44 2 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 44 3 approximation approximation NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 4 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 44 5 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 44 6 use use VB work_7jtgrdqc4zeb7lul7vifzjglr4 44 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 44 8 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 9 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 10 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 44 11 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 44 12 compute compute VB work_7jtgrdqc4zeb7lul7vifzjglr4 44 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 44 14 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 44 15 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 44 16 tactic tactic NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 17 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 44 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 44 20 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 44 21 optimize optimize VB work_7jtgrdqc4zeb7lul7vifzjglr4 44 22 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 44 23 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 44 24 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 44 25 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 44 26 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 27 given give VBN work_7jtgrdqc4zeb7lul7vifzjglr4 44 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 44 29 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 44 30 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 44 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 45 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 45 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 45 3 rest rest NN work_7jtgrdqc4zeb7lul7vifzjglr4 45 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 45 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 45 6 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 45 7 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 45 8 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 45 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 45 10 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 45 11 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 45 12 searches search VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 45 13 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 45 14 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 45 15 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 45 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 45 17 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 45 18 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 45 19 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 45 20 jointly jointly RB work_7jtgrdqc4zeb7lul7vifzjglr4 45 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 46 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 46 2 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 46 3 impose impose VBP work_7jtgrdqc4zeb7lul7vifzjglr4 46 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 46 5 assumption assumption NN work_7jtgrdqc4zeb7lul7vifzjglr4 46 6 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 46 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 46 8 fea- fea- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 46 9 tures ture NNS work_7jtgrdqc4zeb7lul7vifzjglr4 46 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 46 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 46 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 46 13 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 46 14 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 46 15 restricted restrict VBN work_7jtgrdqc4zeb7lul7vifzjglr4 46 16 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 46 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 46 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 46 19 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 46 20 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 46 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 46 22 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 46 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 46 24 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 46 25 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 46 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 46 27 following follow VBG work_7jtgrdqc4zeb7lul7vifzjglr4 46 28 previous previous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 46 29 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 46 30 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 46 31 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 46 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 46 33 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 46 34 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 46 35 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 47 1 For- for- IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 2 mally mally RB work_7jtgrdqc4zeb7lul7vifzjglr4 47 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 4 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 6 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 7 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 9 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 10 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 47 12 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 13 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 47 14 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 47 15 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 47 16 define define VB work_7jtgrdqc4zeb7lul7vifzjglr4 47 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 18 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 20 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 21 indicators indicator NNS work_7jtgrdqc4zeb7lul7vifzjglr4 47 22 πp πp VBP work_7jtgrdqc4zeb7lul7vifzjglr4 47 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 24 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 26 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 27 similar similar JJ work_7jtgrdqc4zeb7lul7vifzjglr4 47 28 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 29 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 30 ones one NNS work_7jtgrdqc4zeb7lul7vifzjglr4 47 31 above above RB work_7jtgrdqc4zeb7lul7vifzjglr4 47 32 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 47 33 πp πp UH work_7jtgrdqc4zeb7lul7vifzjglr4 47 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 35 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 37 rh rh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 47 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 39 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 47 40 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 41 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 42 indicates indicate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 47 43 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 44 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 45 de- de- NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 46 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 47 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 47 48 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 49 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 50 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 51 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 47 52 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 47 53 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 47 54 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 47 55 part part NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 56 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 57 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 47 58 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 47 59 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 60 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 47 61 links link NNS work_7jtgrdqc4zeb7lul7vifzjglr4 47 62 predicate predicate VBP work_7jtgrdqc4zeb7lul7vifzjglr4 47 63 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 47 64 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 47 65 token token JJ work_7jtgrdqc4zeb7lul7vifzjglr4 47 66 a. a. NN work_7jtgrdqc4zeb7lul7vifzjglr4 48 1 Figure figure NN work_7jtgrdqc4zeb7lul7vifzjglr4 48 2 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 48 3 gives give VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 48 4 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 48 5 ex- ex- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 48 6 ample ample NN work_7jtgrdqc4zeb7lul7vifzjglr4 48 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 48 8 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 48 9 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 48 10 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 48 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 49 1 Given give VBN work_7jtgrdqc4zeb7lul7vifzjglr4 49 2 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 49 3 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 49 4 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 49 5 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 49 6 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 49 7 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 49 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 49 9 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 49 10 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 49 11 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 49 12 trivial trivial JJ work_7jtgrdqc4zeb7lul7vifzjglr4 49 13 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 49 14 construct construct VB work_7jtgrdqc4zeb7lul7vifzjglr4 49 15 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 49 16 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 49 17 π π NN work_7jtgrdqc4zeb7lul7vifzjglr4 49 18 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 49 19 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 49 20 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 49 21 concatenation concatenation NN work_7jtgrdqc4zeb7lul7vifzjglr4 49 22 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 49 23 vectors vector NNS work_7jtgrdqc4zeb7lul7vifzjglr4 49 24 πp πp VBP work_7jtgrdqc4zeb7lul7vifzjglr4 49 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 49 26 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 49 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 49 28 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 49 29 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 49 30 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 49 31 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 49 32 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 49 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 49 34 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 49 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 49 36 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 49 37 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 49 38 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 49 39 z. z. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 50 2 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 50 3 now now RB work_7jtgrdqc4zeb7lul7vifzjglr4 50 4 define define VB work_7jtgrdqc4zeb7lul7vifzjglr4 50 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 50 6 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 50 7 seman- seman- NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 8 tic tic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 9 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 10 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 50 11 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 12 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 14 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 16 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 50 17 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 50 18 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 50 19 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 20 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 22 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 24 r=1 r=1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 25 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 50 26 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 28 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 30 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 32 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 34 πp πp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 36 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 50 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 38 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 39 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 50 40 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 41 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 50 42 1 1 LS work_7jtgrdqc4zeb7lul7vifzjglr4 50 43 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 50 44 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 50 45 s s PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 50 46 srl srl NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 47 computes compute VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 50 48 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 50 49 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 50 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 50 51 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 50 52 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 50 53 de- de- NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 54 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 55 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 56 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 57 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 58 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 59 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 60 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 61 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 50 62 together together RB work_7jtgrdqc4zeb7lul7vifzjglr4 50 63 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 50 64 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 50 65 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 50 66 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 67 πp πp VBP work_7jtgrdqc4zeb7lul7vifzjglr4 50 68 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 69 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 50 70 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 50 71 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 50 72 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 51 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 51 2 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 51 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 51 4 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 51 5 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 51 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 51 7 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 51 8 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 51 9 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 51 10 typically typically RB work_7jtgrdqc4zeb7lul7vifzjglr4 51 11 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 51 12 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 51 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 51 14 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 51 15 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 51 16 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 51 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 51 18 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 51 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 51 20 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 51 21 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 51 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 51 23 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 51 24 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 51 25 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 51 26 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 51 27 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 51 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 52 1 With with IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 3 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 52 4 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 7 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 8 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 9 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 52 10 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 52 11 formulated formulate VBN work_7jtgrdqc4zeb7lul7vifzjglr4 52 12 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 13 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 14 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 15 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 17 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 19 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 20 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 21 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 23 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 24 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 25 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 26 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 27 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 29 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 31 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 52 32 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 33 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 34 2 2 LS work_7jtgrdqc4zeb7lul7vifzjglr4 52 35 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 36 subject subject JJ work_7jtgrdqc4zeb7lul7vifzjglr4 52 37 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 38 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 39 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 40 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 41 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 52 42 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 43 valid valid JJ work_7jtgrdqc4zeb7lul7vifzjglr4 52 44 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 45 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 46 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 47 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 48 ∀p ∀p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 49 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 50 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 51 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 52 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 53 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 54 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 55 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 56 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 57 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 58 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 59 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 60 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 52 61 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 62 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 63 ∀p ∀p LS work_7jtgrdqc4zeb7lul7vifzjglr4 52 64 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 65 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 66 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 67 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 68 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 69 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 70 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 71 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 72 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 73 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 74 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 75 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 52 76 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 77 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 78 ∀p ∀p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 79 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 80 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 81 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 82 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 83 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 84 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 85 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 86 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 87 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 88 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 89 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 90 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 52 91 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 52 92 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 52 93 πp πp UH work_7jtgrdqc4zeb7lul7vifzjglr4 52 94 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 95 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 96 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 97 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 98 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 52 99 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 100 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 101 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 102 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 103 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 104 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 105 otherwise otherwise RB work_7jtgrdqc4zeb7lul7vifzjglr4 52 106 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 107 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 108 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 109 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 110 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 111 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 52 112 0 0 NFP work_7jtgrdqc4zeb7lul7vifzjglr4 52 113 cSubtree cSubtree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 114 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 115 ∀p ∀p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 116 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 117 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 118 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 119 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 120 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 121 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 122 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 123 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 124 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 52 125 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 126 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 52 127 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 128 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 129 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 130 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 131 Figure Figure NNP work_7jtgrdqc4zeb7lul7vifzjglr4 52 132 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 52 133 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 52 134 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 135 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 136 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 137 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 52 138 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 52 139 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 140 top top NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 141 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 142 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 52 143 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 52 144 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 52 145 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 52 146 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 52 147 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 52 148 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 52 149 loves love NNS work_7jtgrdqc4zeb7lul7vifzjglr4 52 150 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 52 151 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 52 152 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 52 153 play play VB work_7jtgrdqc4zeb7lul7vifzjglr4 52 154 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 52 155 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 156 bottom bottom NN work_7jtgrdqc4zeb7lul7vifzjglr4 52 157 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 52 158 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 53 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 53 2 thick thick JJ work_7jtgrdqc4zeb7lul7vifzjglr4 53 3 arcs arc NNS work_7jtgrdqc4zeb7lul7vifzjglr4 53 4 illustrate illustrate VBP work_7jtgrdqc4zeb7lul7vifzjglr4 53 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 53 6 structural structural JJ work_7jtgrdqc4zeb7lul7vifzjglr4 53 7 di- di- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 53 8 vergence vergence NN work_7jtgrdqc4zeb7lul7vifzjglr4 53 9 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 53 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 53 11 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 53 12 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 53 13 Mary Mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 53 14 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 53 15 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 53 16 linked link VBN work_7jtgrdqc4zeb7lul7vifzjglr4 53 17 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 53 18 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 53 19 play play VB work_7jtgrdqc4zeb7lul7vifzjglr4 53 20 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 53 21 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 53 22 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 53 23 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 53 24 involving involve VBG work_7jtgrdqc4zeb7lul7vifzjglr4 53 25 three three CD work_7jtgrdqc4zeb7lul7vifzjglr4 53 26 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 53 27 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 53 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 54 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 54 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 54 3 clearly clearly RB work_7jtgrdqc4zeb7lul7vifzjglr4 54 4 seen see VBN work_7jtgrdqc4zeb7lul7vifzjglr4 54 5 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 54 6 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 7 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 54 8 based base VBN work_7jtgrdqc4zeb7lul7vifzjglr4 54 9 representa- representa- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 54 10 tions tion NNS work_7jtgrdqc4zeb7lul7vifzjglr4 54 11 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 54 12 syntax syntax NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 54 14 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 54 15 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 54 16 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 54 17 Surdeanu Surdeanu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 54 18 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 54 19 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 54 20 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 54 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 54 22 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 54 23 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 54 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 54 25 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 54 26 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 54 27 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 54 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 54 29 example example NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 30 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 54 31 Figure Figure NNP work_7jtgrdqc4zeb7lul7vifzjglr4 54 32 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 54 33 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 54 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 54 35 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 36 struct struct NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 37 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 54 38 loves love VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 54 39 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 54 40 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 54 41 causes cause VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 54 42 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 54 43 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 44 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 54 45 Mary Mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 54 46 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 54 47 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 54 48 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 54 49 syntactically syntactically RB work_7jtgrdqc4zeb7lul7vifzjglr4 54 50 distant distant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 54 51 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 54 52 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 54 53 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 54 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 54 55 play play NN work_7jtgrdqc4zeb7lul7vifzjglr4 54 56 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 54 57 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 55 1 Lin- Lin- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 55 2 guistic guistic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 3 phenomena phenomenon NNS work_7jtgrdqc4zeb7lul7vifzjglr4 55 4 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 5 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 6 auxiliary auxiliary JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 7 verbs verb NNS work_7jtgrdqc4zeb7lul7vifzjglr4 55 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 55 9 control control NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 55 11 raising raising NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 55 13 typically typically RB work_7jtgrdqc4zeb7lul7vifzjglr4 55 14 result result VB work_7jtgrdqc4zeb7lul7vifzjglr4 55 15 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 16 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 17 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 55 18 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 55 19 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 20 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 55 21 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 55 22 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 55 23 among among IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 55 25 direct direct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 26 dependants dependant NNS work_7jtgrdqc4zeb7lul7vifzjglr4 55 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 28 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 55 29 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 30 — — : work_7jtgrdqc4zeb7lul7vifzjglr4 55 31 e.g. e.g. RB work_7jtgrdqc4zeb7lul7vifzjglr4 55 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 55 33 about about RB work_7jtgrdqc4zeb7lul7vifzjglr4 55 34 25 25 CD work_7jtgrdqc4zeb7lul7vifzjglr4 55 35 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 36 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 37 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 55 38 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 55 39 distant distant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 40 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 41 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 55 42 English english JJ work_7jtgrdqc4zeb7lul7vifzjglr4 55 43 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 44 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 45 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 55 46 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 55 47 CoNLL-2009 conll-2009 NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 48 shared share VBD work_7jtgrdqc4zeb7lul7vifzjglr4 55 49 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 55 50 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 56 1 Besides besides IN work_7jtgrdqc4zeb7lul7vifzjglr4 56 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 56 3 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 56 4 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 56 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 56 6 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 56 7 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 56 8 crucially crucially RB work_7jtgrdqc4zeb7lul7vifzjglr4 56 9 depend depend VBP work_7jtgrdqc4zeb7lul7vifzjglr4 56 10 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 56 11 arc arc NN work_7jtgrdqc4zeb7lul7vifzjglr4 56 12 factorizations factorization NNS work_7jtgrdqc4zeb7lul7vifzjglr4 56 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 56 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 56 15 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 56 16 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 56 17 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 56 18 Mc- Mc- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 19 Donald Donald NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 20 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 21 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 22 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 56 24 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 56 25 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 56 26 Nivre Nivre NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 27 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 56 28 Nilsson Nilsson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 56 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 56 30 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 56 31 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 56 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 56 33 other- other- VBG work_7jtgrdqc4zeb7lul7vifzjglr4 56 34 wise wise JJ work_7jtgrdqc4zeb7lul7vifzjglr4 56 35 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 56 36 computational computational JJ work_7jtgrdqc4zeb7lul7vifzjglr4 56 37 properties property NNS work_7jtgrdqc4zeb7lul7vifzjglr4 56 38 break break VB work_7jtgrdqc4zeb7lul7vifzjglr4 56 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 57 1 Hence hence RB work_7jtgrdqc4zeb7lul7vifzjglr4 57 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 57 3 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 57 4 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 57 5 challenging challenge VBG work_7jtgrdqc4zeb7lul7vifzjglr4 57 6 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 57 7 define define VB work_7jtgrdqc4zeb7lul7vifzjglr4 57 8 efficient efficient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 57 9 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 57 10 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 57 11 syntac- syntac- VBG work_7jtgrdqc4zeb7lul7vifzjglr4 57 12 tic tic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 57 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 57 14 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 57 15 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 57 16 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 57 17 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 57 18 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 57 19 exploit exploit VB work_7jtgrdqc4zeb7lul7vifzjglr4 57 20 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 57 21 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 57 22 both both DT work_7jtgrdqc4zeb7lul7vifzjglr4 57 23 layers layer NNS work_7jtgrdqc4zeb7lul7vifzjglr4 57 24 simultaneously simultaneously RB work_7jtgrdqc4zeb7lul7vifzjglr4 57 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 58 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 58 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 58 3 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 58 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 58 5 propose propose VBP work_7jtgrdqc4zeb7lul7vifzjglr4 58 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 58 7 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 58 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 58 9 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 58 10 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 58 11 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 58 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 59 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 59 2 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 59 3 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 59 5 define define VBP work_7jtgrdqc4zeb7lul7vifzjglr4 59 6 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 7 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 59 8 centric centric NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 9 seman- seman- NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 10 tic tic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 59 11 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 59 12 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 59 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 59 14 rather rather RB work_7jtgrdqc4zeb7lul7vifzjglr4 59 15 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 59 16 predicting predict VBG work_7jtgrdqc4zeb7lul7vifzjglr4 59 17 just just RB work_7jtgrdqc4zeb7lul7vifzjglr4 59 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 59 19 ar- ar- NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 20 gument gument NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 21 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 59 22 realizes realize VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 59 23 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 59 24 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 59 25 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 59 27 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 59 28 pre- pre- RB work_7jtgrdqc4zeb7lul7vifzjglr4 59 29 dict dict VBP work_7jtgrdqc4zeb7lul7vifzjglr4 59 30 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 59 31 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 59 32 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 59 33 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 34 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 59 35 connects connect VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 59 36 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 59 37 predi- predi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 38 cate cate NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 39 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 59 40 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 59 41 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 59 42 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 60 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 60 2 show show VBP work_7jtgrdqc4zeb7lul7vifzjglr4 60 3 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 60 4 efficient efficient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 60 5 pre- pre- NN work_7jtgrdqc4zeb7lul7vifzjglr4 60 6 dictions diction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 60 7 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 60 8 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 60 9 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 60 10 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 60 11 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 60 12 made make VBN work_7jtgrdqc4zeb7lul7vifzjglr4 60 13 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 60 14 as- as- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 60 15 signment signment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 60 16 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 60 17 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 60 18 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 60 19 graphs graph NNS work_7jtgrdqc4zeb7lul7vifzjglr4 60 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 61 1 Simulta- Simulta- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 61 2 neously neously RB work_7jtgrdqc4zeb7lul7vifzjglr4 61 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 61 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 61 5 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 61 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 61 7 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 61 8 arc arc NN work_7jtgrdqc4zeb7lul7vifzjglr4 61 9 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 61 10 factored factored JJ work_7jtgrdqc4zeb7lul7vifzjglr4 61 11 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 61 12 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 61 13 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 61 14 predicts predict VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 61 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 61 16 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 61 17 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 61 18 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 61 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 61 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 61 21 sen- sen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 61 22 tence tence NN work_7jtgrdqc4zeb7lul7vifzjglr4 61 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 62 1 Finally finally RB work_7jtgrdqc4zeb7lul7vifzjglr4 62 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 62 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 62 4 employ employ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 62 5 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 62 6 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 62 7 tech- tech- NN work_7jtgrdqc4zeb7lul7vifzjglr4 62 8 niques nique NNS work_7jtgrdqc4zeb7lul7vifzjglr4 62 9 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 62 10 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 11 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 12 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 13 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 62 15 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 62 16 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 62 17 Rush Rush NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 18 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 62 19 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 20 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 62 22 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 62 23 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 62 24 Sontag Sontag NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 25 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 26 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 27 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 62 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 62 29 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 62 30 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 62 31 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 62 32 find find VB work_7jtgrdqc4zeb7lul7vifzjglr4 62 33 agreement agreement NN work_7jtgrdqc4zeb7lul7vifzjglr4 62 34 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 62 35 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 62 36 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 62 37 de- de- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 62 38 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 62 39 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 62 40 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 62 41 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 62 42 partial partial JJ work_7jtgrdqc4zeb7lul7vifzjglr4 62 43 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 62 44 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 62 45 linking link VBG work_7jtgrdqc4zeb7lul7vifzjglr4 62 46 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 62 47 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 62 48 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 62 49 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 62 50 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 62 51 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 63 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 63 2 summary summary NN work_7jtgrdqc4zeb7lul7vifzjglr4 63 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 63 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 63 5 main main JJ work_7jtgrdqc4zeb7lul7vifzjglr4 63 6 contributions contribution NNS work_7jtgrdqc4zeb7lul7vifzjglr4 63 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 63 8 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 63 9 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 63 10 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 63 11 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 63 12 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 63 13 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 63 14 frame frame VBP work_7jtgrdqc4zeb7lul7vifzjglr4 63 15 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 63 16 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 63 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 63 18 weighted weighted JJ work_7jtgrdqc4zeb7lul7vifzjglr4 63 19 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 63 20 prob- prob- NN work_7jtgrdqc4zeb7lul7vifzjglr4 63 21 lem lem NNP work_7jtgrdqc4zeb7lul7vifzjglr4 63 22 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 63 23 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 63 24 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 63 25 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 63 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 64 1 Under under IN work_7jtgrdqc4zeb7lul7vifzjglr4 64 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 64 3 framework framework NN work_7jtgrdqc4zeb7lul7vifzjglr4 64 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 64 5 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 64 6 control control VB work_7jtgrdqc4zeb7lul7vifzjglr4 64 7 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 64 8 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 64 9 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 64 10 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 64 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 64 12 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 64 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 65 1 Key key JJ work_7jtgrdqc4zeb7lul7vifzjglr4 65 2 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 65 3 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 65 4 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 65 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 65 6 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 65 7 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 65 8 efficiently efficiently RB work_7jtgrdqc4zeb7lul7vifzjglr4 65 9 search search VB work_7jtgrdqc4zeb7lul7vifzjglr4 65 10 over over RP work_7jtgrdqc4zeb7lul7vifzjglr4 65 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 65 12 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 65 13 space space NN work_7jtgrdqc4zeb7lul7vifzjglr4 65 14 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 65 15 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 65 16 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 65 17 realizations realization NNS work_7jtgrdqc4zeb7lul7vifzjglr4 65 18 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 65 19 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 65 20 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 65 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 66 1 • • UH work_7jtgrdqc4zeb7lul7vifzjglr4 66 2 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 66 3 solve solve VBP work_7jtgrdqc4zeb7lul7vifzjglr4 66 4 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 66 5 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 66 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 66 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 66 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 66 9 se- se- CD work_7jtgrdqc4zeb7lul7vifzjglr4 66 10 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 66 11 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 66 12 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 66 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 66 14 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 66 15 decomposi- decomposi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 66 16 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 66 17 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 66 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 66 19 similar similar JJ work_7jtgrdqc4zeb7lul7vifzjglr4 66 20 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 66 21 that that DT work_7jtgrdqc4zeb7lul7vifzjglr4 66 22 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 66 23 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 66 24 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 66 25 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 66 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 67 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 67 2 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 67 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 67 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 68 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 68 2 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 68 3 produces produce VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 68 4 consistent consistent RB work_7jtgrdqc4zeb7lul7vifzjglr4 68 5 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 68 6 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 68 7 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 68 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 68 9 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 68 10 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 68 11 while while IN work_7jtgrdqc4zeb7lul7vifzjglr4 68 12 searching search VBG work_7jtgrdqc4zeb7lul7vifzjglr4 68 13 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 68 14 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 68 15 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 68 16 space space NN work_7jtgrdqc4zeb7lul7vifzjglr4 68 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 68 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 68 19 configurations configuration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 68 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 69 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 69 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 69 3 experimental experimental JJ work_7jtgrdqc4zeb7lul7vifzjglr4 69 4 section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 69 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 69 6 compare compare VBP work_7jtgrdqc4zeb7lul7vifzjglr4 69 7 joint joint NN work_7jtgrdqc4zeb7lul7vifzjglr4 69 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 69 9 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 69 10 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 69 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 70 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 70 2 final final JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 3 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 70 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 70 5 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 70 6 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 70 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 10 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 70 11 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 70 12 competitive competitive JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 70 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 70 15 state state NN work_7jtgrdqc4zeb7lul7vifzjglr4 70 16 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 70 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 70 18 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 70 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 70 20 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 70 21 art art NN work_7jtgrdqc4zeb7lul7vifzjglr4 70 22 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 70 23 improve improve VB work_7jtgrdqc4zeb7lul7vifzjglr4 70 24 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 70 25 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 70 26 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 70 27 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 70 28 published publish VBN work_7jtgrdqc4zeb7lul7vifzjglr4 70 29 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 70 30 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 70 31 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 32 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 70 33 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 70 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 70 35 CoNLL-2009 conll-2009 JJ work_7jtgrdqc4zeb7lul7vifzjglr4 70 36 English English NNP work_7jtgrdqc4zeb7lul7vifzjglr4 70 37 dataset dataset NN work_7jtgrdqc4zeb7lul7vifzjglr4 70 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 71 1 2 2 LS work_7jtgrdqc4zeb7lul7vifzjglr4 71 2 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 71 3 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 71 4 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 71 5 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 71 6 Dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 71 7 Model Model NNP work_7jtgrdqc4zeb7lul7vifzjglr4 71 8 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 71 9 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 71 10 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 71 11 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 71 12 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 71 13 represent represent VBP work_7jtgrdqc4zeb7lul7vifzjglr4 71 14 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 71 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 71 16 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 71 17 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 71 18 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 71 19 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 71 20 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 71 21 like like IN work_7jtgrdqc4zeb7lul7vifzjglr4 71 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 71 23 one one NN work_7jtgrdqc4zeb7lul7vifzjglr4 71 24 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 71 25 Fig- Fig- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 71 26 ure ure NNP work_7jtgrdqc4zeb7lul7vifzjglr4 71 27 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 71 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 72 1 Throughout throughout IN work_7jtgrdqc4zeb7lul7vifzjglr4 72 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 72 3 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 72 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 72 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 72 6 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 72 7 assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 72 8 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 72 9 fixed fix VBN work_7jtgrdqc4zeb7lul7vifzjglr4 72 10 input input NN work_7jtgrdqc4zeb7lul7vifzjglr4 72 11 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 72 12 x x NN work_7jtgrdqc4zeb7lul7vifzjglr4 72 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 72 14 n n DT work_7jtgrdqc4zeb7lul7vifzjglr4 72 15 tokens token NNS work_7jtgrdqc4zeb7lul7vifzjglr4 72 16 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 72 17 lexical lexical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 72 18 predi- predi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 72 19 cates cate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 72 20 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 72 21 marked mark VBN work_7jtgrdqc4zeb7lul7vifzjglr4 72 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 73 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 73 2 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 73 3 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 73 4 assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 73 5 fixed fix VBN work_7jtgrdqc4zeb7lul7vifzjglr4 73 6 sets set NNS work_7jtgrdqc4zeb7lul7vifzjglr4 73 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 73 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 73 9 functions function NNS work_7jtgrdqc4zeb7lul7vifzjglr4 73 10 Rsyn rsyn JJ work_7jtgrdqc4zeb7lul7vifzjglr4 73 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 73 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 73 13 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 73 14 Rsem Rsem NNP work_7jtgrdqc4zeb7lul7vifzjglr4 73 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 74 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 74 2 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 74 3 represent represent VB work_7jtgrdqc4zeb7lul7vifzjglr4 74 4 depencency depencency NN work_7jtgrdqc4zeb7lul7vifzjglr4 74 5 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 74 6 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 74 7 vec- vec- DT work_7jtgrdqc4zeb7lul7vifzjglr4 74 8 tors tor NNS work_7jtgrdqc4zeb7lul7vifzjglr4 74 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 74 10 binary binary JJ work_7jtgrdqc4zeb7lul7vifzjglr4 74 11 variables variable NNS work_7jtgrdqc4zeb7lul7vifzjglr4 74 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 75 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 75 2 variable variable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 3 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 75 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 75 5 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 75 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 75 7 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 75 8 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 75 9 in- in- RB work_7jtgrdqc4zeb7lul7vifzjglr4 75 10 dicate dicate VB work_7jtgrdqc4zeb7lul7vifzjglr4 75 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 75 12 presence presence NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 14 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 75 15 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 16 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 17 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 18 head head NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 19 token token JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 20 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 21 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 22 dependant dependant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 23 token token VBN work_7jtgrdqc4zeb7lul7vifzjglr4 75 24 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 25 labeled label VBN work_7jtgrdqc4zeb7lul7vifzjglr4 75 26 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 27 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 28 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 29 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 30 l. l. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 75 31 Then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 75 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 75 33 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 75 34 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 35 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 36 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 75 37 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 75 38 de- de- RB work_7jtgrdqc4zeb7lul7vifzjglr4 75 39 noted note VBN work_7jtgrdqc4zeb7lul7vifzjglr4 75 40 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 41 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 75 42 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 43 y y NN work_7jtgrdqc4zeb7lul7vifzjglr4 75 44 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 45 variables variable NNS work_7jtgrdqc4zeb7lul7vifzjglr4 75 46 indexed index VBN work_7jtgrdqc4zeb7lul7vifzjglr4 75 47 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 75 48 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 75 49 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 75 50 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 76 1 Similarly similarly RB work_7jtgrdqc4zeb7lul7vifzjglr4 76 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 76 3 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 76 4 variable variable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 76 5 zp zp NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 76 7 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 76 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 76 9 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 76 10 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 76 11 indi- indi- VB work_7jtgrdqc4zeb7lul7vifzjglr4 76 12 cate cate VB work_7jtgrdqc4zeb7lul7vifzjglr4 76 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 76 14 presence presence NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 76 16 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 76 17 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 76 18 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 19 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 76 20 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 21 token token NNP work_7jtgrdqc4zeb7lul7vifzjglr4 76 22 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 76 24 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 25 token token VBD work_7jtgrdqc4zeb7lul7vifzjglr4 76 26 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 76 27 labeled label VBN work_7jtgrdqc4zeb7lul7vifzjglr4 76 28 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 76 29 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 76 30 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 31 r. r. NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 32 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 76 33 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 76 34 represent represent VB work_7jtgrdqc4zeb7lul7vifzjglr4 76 35 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 76 36 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 76 37 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 38 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 39 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 76 40 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 76 41 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 42 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 76 43 indexed index VBN work_7jtgrdqc4zeb7lul7vifzjglr4 76 44 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 76 45 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 76 46 depen- depen- FW work_7jtgrdqc4zeb7lul7vifzjglr4 76 47 dencies dencie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 76 48 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 77 1 Whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 77 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 77 3 enumerate enumerate VBP work_7jtgrdqc4zeb7lul7vifzjglr4 77 4 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 77 5 depen- depen- FW work_7jtgrdqc4zeb7lul7vifzjglr4 77 6 dencies dencie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 77 7 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 77 8 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 77 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 77 10 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 77 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 77 12 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 77 13 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 77 14 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 77 15 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 77 16 assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 77 17 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 77 18 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 77 19 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 77 20 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 77 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 77 22 valid valid JJ work_7jtgrdqc4zeb7lul7vifzjglr4 77 23 range range NN work_7jtgrdqc4zeb7lul7vifzjglr4 77 24 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 77 25 x x NNS work_7jtgrdqc4zeb7lul7vifzjglr4 77 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 77 27 i.e. i.e. FW work_7jtgrdqc4zeb7lul7vifzjglr4 78 1 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 78 2 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 3 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 4 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 78 5 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 78 7 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 78 8 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 9 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 10 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 11 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 78 13 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 14 6= 6= CD work_7jtgrdqc4zeb7lul7vifzjglr4 78 15 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 78 17 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 18 ∈ ∈ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 19 Rsyn Rsyn NNP work_7jtgrdqc4zeb7lul7vifzjglr4 78 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 78 21 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 78 22 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 78 23 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 78 24 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 78 25 stands stand NNS work_7jtgrdqc4zeb7lul7vifzjglr4 78 26 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 78 27 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 78 28 special special JJ work_7jtgrdqc4zeb7lul7vifzjglr4 78 29 root root NN work_7jtgrdqc4zeb7lul7vifzjglr4 78 30 token token NN work_7jtgrdqc4zeb7lul7vifzjglr4 78 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 79 1 Similarly similarly RB work_7jtgrdqc4zeb7lul7vifzjglr4 79 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 79 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 79 4 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 79 5 depen- depen- FW work_7jtgrdqc4zeb7lul7vifzjglr4 79 6 dencies dencie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 79 7 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 79 8 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 79 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 79 10 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 79 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 79 12 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 79 13 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 79 14 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 79 15 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 79 16 assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 79 17 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 79 18 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 79 19 points point NNS work_7jtgrdqc4zeb7lul7vifzjglr4 79 20 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 79 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 79 22 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 79 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 79 24 x x NNS work_7jtgrdqc4zeb7lul7vifzjglr4 79 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 79 26 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 79 27 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 79 28 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 79 29 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 79 30 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 79 31 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 79 32 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 79 33 ∈Rsem ∈Rsem : work_7jtgrdqc4zeb7lul7vifzjglr4 79 34 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 80 1 220 220 CD work_7jtgrdqc4zeb7lul7vifzjglr4 80 2 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 80 3 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 80 4 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 80 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 80 6 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 80 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 80 8 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 80 9 depen- depen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 80 10 dency dency NN work_7jtgrdqc4zeb7lul7vifzjglr4 80 11 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 80 12 could could MD work_7jtgrdqc4zeb7lul7vifzjglr4 80 13 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 80 14 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 80 15 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 80 16 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 80 17 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 18 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 80 20 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 21 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 22 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 80 24 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 25 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 80 26 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 27 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 28 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 80 30 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 80 32 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 80 33 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 80 34 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 81 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 81 2 1 1 LS work_7jtgrdqc4zeb7lul7vifzjglr4 81 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 81 4 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 81 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 81 6 equation equation NN work_7jtgrdqc4zeb7lul7vifzjglr4 81 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 81 8 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 81 9 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 81 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 81 11 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 81 12 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 81 13 gives give VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 81 14 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 81 15 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 81 16 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 81 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 81 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 81 19 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 81 20 y. y. . work_7jtgrdqc4zeb7lul7vifzjglr4 82 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 82 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 82 3 literature literature NN work_7jtgrdqc4zeb7lul7vifzjglr4 82 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 5 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 82 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 82 7 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 82 8 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 82 9 use use VB work_7jtgrdqc4zeb7lul7vifzjglr4 82 10 arc arc NN work_7jtgrdqc4zeb7lul7vifzjglr4 82 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 82 12 factored factored JJ work_7jtgrdqc4zeb7lul7vifzjglr4 82 13 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 82 14 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 82 15 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 82 16 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 17 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 19 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 20 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 82 21 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 82 22 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 82 23 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 25 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 27 l=1 l=1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 28 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 82 29 syn(x syn(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 82 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 31 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 33 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 82 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 35 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 82 36 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 82 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 82 38 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 82 39 2 2 LS work_7jtgrdqc4zeb7lul7vifzjglr4 82 40 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 82 41 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 82 42 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 82 43 overload overload VBP work_7jtgrdqc4zeb7lul7vifzjglr4 82 44 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 82 45 syn syn NN work_7jtgrdqc4zeb7lul7vifzjglr4 82 46 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 82 47 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 82 48 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 82 49 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 82 50 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 82 51 computes compute VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 82 52 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 82 53 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 82 54 individual individual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 82 55 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 82 56 depen- depen- FW work_7jtgrdqc4zeb7lul7vifzjglr4 82 57 dencies dencie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 82 58 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 83 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 83 2 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 83 3 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 83 4 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 83 5 one one PRP work_7jtgrdqc4zeb7lul7vifzjglr4 83 6 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 83 7 s s NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 8 syn(x syn(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 10 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 12 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 14 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 15 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 83 16 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 83 17 wsyn wsyn NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 18 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 83 19 fsyn(x fsyn(x XX work_7jtgrdqc4zeb7lul7vifzjglr4 83 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 21 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 23 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 25 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 26 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 83 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 28 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 83 29 fsyn fsyn NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 30 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 83 31 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 83 32 feature feature NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 33 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 34 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 83 35 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 83 36 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 83 37 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 38 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 83 39 wsyn wsyn NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 40 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 83 41 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 83 42 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 83 43 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 83 44 parameters parameter NNS work_7jtgrdqc4zeb7lul7vifzjglr4 83 45 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 83 46 McDonald McDonald NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 47 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 48 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 49 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 83 50 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 83 51 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 83 52 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 83 53 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 84 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 84 2 Section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 84 3 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 84 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 84 5 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 84 6 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 84 7 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 84 8 trained train VBD work_7jtgrdqc4zeb7lul7vifzjglr4 84 9 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 84 10 functions function NNS work_7jtgrdqc4zeb7lul7vifzjglr4 84 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 84 12 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 84 13 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 84 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 85 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 85 2 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 85 3 term term NN work_7jtgrdqc4zeb7lul7vifzjglr4 85 4 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 85 5 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 85 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 86 1 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 86 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 86 3 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 86 4 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 86 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 86 6 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 86 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 86 8 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 86 9 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 86 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 86 11 gives give VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 86 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 86 13 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 86 14 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 86 15 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 86 16 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 86 17 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 86 18 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 86 19 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 86 20 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 86 21 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 86 22 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 86 23 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 86 24 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 86 25 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 86 26 y. y. NN work_7jtgrdqc4zeb7lul7vifzjglr4 87 1 Previous previous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 87 2 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 87 3 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 87 4 empirically empirically RB work_7jtgrdqc4zeb7lul7vifzjglr4 87 5 proved prove VBN work_7jtgrdqc4zeb7lul7vifzjglr4 87 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 87 7 importance importance NN work_7jtgrdqc4zeb7lul7vifzjglr4 87 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 87 9 exploit- exploit- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 10 ing ing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 11 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 87 12 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 87 13 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 87 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 87 15 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 87 16 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 87 17 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 87 18 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 87 20 Jurafsky Jurafsky NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 87 22 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 87 23 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 87 24 Xue Xue NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 25 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 87 26 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 87 28 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 87 29 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 87 30 Punyakanok Punyakanok NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 31 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 32 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 33 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 87 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 87 35 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 87 36 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 87 37 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 88 1 However however RB work_7jtgrdqc4zeb7lul7vifzjglr4 88 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 88 3 without without IN work_7jtgrdqc4zeb7lul7vifzjglr4 88 4 further further JJ work_7jtgrdqc4zeb7lul7vifzjglr4 88 5 assumptions assumption NNS work_7jtgrdqc4zeb7lul7vifzjglr4 88 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 88 7 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 88 8 property property NN work_7jtgrdqc4zeb7lul7vifzjglr4 88 9 makes make VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 88 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 88 11 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 88 12 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 88 13 computationally computationally RB work_7jtgrdqc4zeb7lul7vifzjglr4 88 14 hard hard RB work_7jtgrdqc4zeb7lul7vifzjglr4 88 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 89 1 One one CD work_7jtgrdqc4zeb7lul7vifzjglr4 89 2 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 89 3 approx- approx- NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 4 imation imation NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 5 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 89 6 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 89 7 use use VB work_7jtgrdqc4zeb7lul7vifzjglr4 89 8 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 89 9 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 10 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 11 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 89 12 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 89 13 compute compute VB work_7jtgrdqc4zeb7lul7vifzjglr4 89 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 89 15 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 89 16 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 89 17 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 18 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 89 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 89 20 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 89 21 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 89 22 optimize optimize VB work_7jtgrdqc4zeb7lul7vifzjglr4 89 23 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 89 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 89 25 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 89 26 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 89 27 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 28 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 89 29 given give VBN work_7jtgrdqc4zeb7lul7vifzjglr4 89 30 y. y. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 90 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 90 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 90 3 rest rest NN work_7jtgrdqc4zeb7lul7vifzjglr4 90 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 90 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 90 6 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 90 7 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 90 8 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 90 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 90 10 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 90 11 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 90 12 searches search VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 90 13 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 90 14 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 90 15 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 90 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 90 17 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 90 18 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 90 19 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 90 20 jointly jointly RB work_7jtgrdqc4zeb7lul7vifzjglr4 90 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 91 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 91 2 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 91 3 note note VBP work_7jtgrdqc4zeb7lul7vifzjglr4 91 4 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 91 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 91 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 91 7 fixed fix VBN work_7jtgrdqc4zeb7lul7vifzjglr4 91 8 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 91 9 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 91 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 91 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 91 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 91 13 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 91 14 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 91 15 typically typically RB work_7jtgrdqc4zeb7lul7vifzjglr4 91 16 restrict restrict VB work_7jtgrdqc4zeb7lul7vifzjglr4 91 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 91 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 91 19 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 91 20 representing represent VBG work_7jtgrdqc4zeb7lul7vifzjglr4 91 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 91 22 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 91 23 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 91 24 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 91 25 specific specific JJ work_7jtgrdqc4zeb7lul7vifzjglr4 91 26 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 91 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 91 28 y. y. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 92 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 92 2 example example NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 92 4 previous previous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 92 5 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 6 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 92 7 restricted restrict VBN work_7jtgrdqc4zeb7lul7vifzjglr4 92 8 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 92 9 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 92 10 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 92 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 92 12 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 92 13 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 14 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 92 15 links link VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 92 16 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 92 17 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 18 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 92 19 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 92 20 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 21 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 92 22 Moschitti Moschitti NNP work_7jtgrdqc4zeb7lul7vifzjglr4 92 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 92 24 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 92 25 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 92 26 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 92 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 92 28 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 92 29 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 92 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 92 31 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 92 32 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 92 33 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 92 34 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 35 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 92 36 employ employ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 92 37 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 92 38 restriction restriction NN work_7jtgrdqc4zeb7lul7vifzjglr4 92 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 93 1 Figure figure NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 2 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 93 3 gives give VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 93 4 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 93 5 example example NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 93 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 93 8 sub- sub- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 93 9 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 93 11 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 93 12 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 93 13 highlight highlight VBP work_7jtgrdqc4zeb7lul7vifzjglr4 93 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 93 15 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 93 16 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 17 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 93 18 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 19 nects nect VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 93 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 93 21 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 93 22 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 23 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 93 24 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 93 25 play play NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 26 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 93 27 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 93 28 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 93 29 Mary Mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 93 30 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 93 31 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 93 32 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 93 33 ARG0 ARG0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 93 34 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 94 1 Formally formally RB work_7jtgrdqc4zeb7lul7vifzjglr4 94 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 4 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 5 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 6 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 8 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 9 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 94 11 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 12 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 13 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 94 14 define define VBP work_7jtgrdqc4zeb7lul7vifzjglr4 94 15 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 16 local local JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 17 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 18 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 19 πp πp UH work_7jtgrdqc4zeb7lul7vifzjglr4 94 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 23 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 24 repre- repre- NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 25 sented sente VBD work_7jtgrdqc4zeb7lul7vifzjglr4 94 26 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 27 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 28 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 29 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 94 30 πp πp UH work_7jtgrdqc4zeb7lul7vifzjglr4 94 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 32 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 34 rh rh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 36 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 38 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 39 indicates indicate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 94 40 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 41 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 42 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 43 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 44 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 45 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 46 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 47 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 48 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 49 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 50 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 94 51 part part NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 52 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 53 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 54 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 55 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 56 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 94 57 links link NNS work_7jtgrdqc4zeb7lul7vifzjglr4 94 58 pred- pred- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 59 icate icate NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 60 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 61 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 62 token token JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 63 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 64 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 94 65 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 66 r.1 r.1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 67 Given give VBN work_7jtgrdqc4zeb7lul7vifzjglr4 94 68 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 69 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 70 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 94 71 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 72 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 94 73 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 74 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 94 75 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 76 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 94 77 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 94 78 trivial trivial JJ work_7jtgrdqc4zeb7lul7vifzjglr4 94 79 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 80 con- con- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 81 struct struct VB work_7jtgrdqc4zeb7lul7vifzjglr4 94 82 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 83 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 84 π π NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 85 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 94 86 concatenates concatenate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 94 87 vectors vector NNS work_7jtgrdqc4zeb7lul7vifzjglr4 94 88 πp πp VBP work_7jtgrdqc4zeb7lul7vifzjglr4 94 89 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 90 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 91 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 92 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 94 93 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 94 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 94 95 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 96 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 97 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 98 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 99 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 94 100 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 101 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 94 102 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 94 103 z. z. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 95 2 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 95 3 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 4 becomes become VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 95 5 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 95 6 srl(x srl(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 8 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 10 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 95 11 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 95 12 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 95 13 ∑ ∑ XX work_7jtgrdqc4zeb7lul7vifzjglr4 95 14 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 16 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 18 r=1 r=1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 19 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 95 20 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 22 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 24 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 26 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 28 πp πp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 30 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 95 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 32 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 33 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 95 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 35 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 95 36 3 3 LS work_7jtgrdqc4zeb7lul7vifzjglr4 95 37 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 95 38 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 95 39 s s PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 95 40 srl srl NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 41 computes compute VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 95 42 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 95 43 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 44 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 95 45 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 95 46 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 95 47 de- de- NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 48 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 49 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 50 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 51 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 52 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 53 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 54 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 55 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 95 56 together together RB work_7jtgrdqc4zeb7lul7vifzjglr4 95 57 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 95 58 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 95 59 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 95 60 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 61 πp πp VBP work_7jtgrdqc4zeb7lul7vifzjglr4 95 62 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 63 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 95 64 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 95 65 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 95 66 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 96 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 96 2 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 96 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 96 4 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 96 5 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 96 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 96 7 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 96 8 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 96 9 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 96 10 typically typically RB work_7jtgrdqc4zeb7lul7vifzjglr4 96 11 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 96 12 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 96 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 96 14 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 96 15 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 96 16 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 96 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 96 18 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 96 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 96 20 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 96 21 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 96 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 96 23 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 96 24 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 96 25 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 96 26 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 96 27 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 96 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 97 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 2 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 3 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 5 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 97 6 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 97 7 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 8 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 97 9 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 10 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 11 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 13 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 15 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 16 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 17 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 19 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 20 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 97 21 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 22 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 23 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 25 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 27 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 97 28 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 97 29 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 97 30 4 4 LS work_7jtgrdqc4zeb7lul7vifzjglr4 97 31 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 97 32 subject subject JJ work_7jtgrdqc4zeb7lul7vifzjglr4 97 33 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 34 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 35 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 36 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 37 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 97 38 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 39 valid valid JJ work_7jtgrdqc4zeb7lul7vifzjglr4 97 40 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 41 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 42 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 43 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 44 ∀p ∀p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 45 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 46 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 47 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 48 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 97 49 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 50 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 51 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 52 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 53 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 54 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 55 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 56 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 97 57 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 58 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 59 ∀p ∀p LS work_7jtgrdqc4zeb7lul7vifzjglr4 97 60 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 61 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 62 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 63 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 97 64 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 65 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 66 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 67 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 68 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 69 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 70 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 71 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 97 72 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 73 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 74 ∀p ∀p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 75 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 76 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 77 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 78 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 79 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 80 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 81 zp zp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 82 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 83 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 84 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 85 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 86 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 97 87 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 97 88 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 97 89 πp πp UH work_7jtgrdqc4zeb7lul7vifzjglr4 97 90 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 91 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 92 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 93 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 94 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 97 95 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 96 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 97 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 98 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 99 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 100 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 101 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 102 otherwise otherwise RB work_7jtgrdqc4zeb7lul7vifzjglr4 97 103 πp πp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 104 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 105 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 106 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 107 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 108 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 97 109 0 0 NFP work_7jtgrdqc4zeb7lul7vifzjglr4 97 110 cSubtree cSubtree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 111 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 112 ∀p ∀p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 113 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 114 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 115 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 116 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 117 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 97 118 πp πp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 119 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 120 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 121 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 122 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 123 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 97 124 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 125 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 126 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 127 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 128 Constraint Constraint NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 129 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 130 dictates dictate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 97 131 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 132 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 133 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 97 134 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 135 valid valid JJ work_7jtgrdqc4zeb7lul7vifzjglr4 97 136 depen- depen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 137 dency dency NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 138 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 139 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 97 140 see see VB work_7jtgrdqc4zeb7lul7vifzjglr4 97 141 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 97 142 Martins Martins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 143 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 144 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 145 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 97 146 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 97 147 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 97 148 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 97 149 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 97 150 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 97 151 detailed detailed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 97 152 specification specification NN work_7jtgrdqc4zeb7lul7vifzjglr4 97 153 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 98 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 98 2 next next JJ work_7jtgrdqc4zeb7lul7vifzjglr4 98 3 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 98 4 sets set NNS work_7jtgrdqc4zeb7lul7vifzjglr4 98 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 98 6 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 98 7 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 98 8 cern cern VB work_7jtgrdqc4zeb7lul7vifzjglr4 98 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 98 10 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 98 11 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 98 12 only only RB work_7jtgrdqc4zeb7lul7vifzjglr4 98 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 99 1 cRole crole NN work_7jtgrdqc4zeb7lul7vifzjglr4 99 2 imposes impose VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 99 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 99 4 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 99 5 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 99 6 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 99 7 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 99 8 realized realize VBN work_7jtgrdqc4zeb7lul7vifzjglr4 99 9 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 99 10 most most JJS work_7jtgrdqc4zeb7lul7vifzjglr4 99 11 once.2 once.2 JJ work_7jtgrdqc4zeb7lul7vifzjglr4 99 12 Con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 99 13 versely versely RB work_7jtgrdqc4zeb7lul7vifzjglr4 99 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 99 15 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 99 16 dictates dictate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 99 17 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 99 18 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 99 19 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 99 20 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 99 21 realize realize VB work_7jtgrdqc4zeb7lul7vifzjglr4 99 22 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 99 23 most most RBS work_7jtgrdqc4zeb7lul7vifzjglr4 99 24 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 99 25 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 99 26 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 99 27 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 99 28 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 99 29 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 99 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 100 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 100 2 final final JJ work_7jtgrdqc4zeb7lul7vifzjglr4 100 3 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 100 4 sets set NNS work_7jtgrdqc4zeb7lul7vifzjglr4 100 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 100 6 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 100 7 model model VBP work_7jtgrdqc4zeb7lul7vifzjglr4 100 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 100 9 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 100 10 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 100 11 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 100 12 interdependencies interdependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 100 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 101 1 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 101 2 imposes impose VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 101 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 101 4 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 101 5 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 101 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 101 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 101 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 101 9 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 101 10 represents represent VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 101 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 101 12 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 101 13 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 101 14 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 101 15 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 101 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 101 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 101 18 when- when- NN work_7jtgrdqc4zeb7lul7vifzjglr4 101 19 ever ever RB work_7jtgrdqc4zeb7lul7vifzjglr4 101 20 there there EX work_7jtgrdqc4zeb7lul7vifzjglr4 101 21 exists exist VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 101 22 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 101 23 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 101 24 relation relation NN work_7jtgrdqc4zeb7lul7vifzjglr4 101 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 102 1 Finally finally RB work_7jtgrdqc4zeb7lul7vifzjglr4 102 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 102 3 cSub- csub- CD work_7jtgrdqc4zeb7lul7vifzjglr4 102 4 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 102 5 imposes impose VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 102 6 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 102 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 102 8 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 102 9 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 102 10 π π PRP work_7jtgrdqc4zeb7lul7vifzjglr4 102 11 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 102 12 consistent consistent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 102 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 102 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 102 15 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 102 16 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 102 17 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 102 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 102 19 i.e. i.e. FW work_7jtgrdqc4zeb7lul7vifzjglr4 103 1 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 103 2 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 103 3 subtrees subtree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 103 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 104 1 1In 1in CD work_7jtgrdqc4zeb7lul7vifzjglr4 104 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 104 3 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 104 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 104 5 say say VBP work_7jtgrdqc4zeb7lul7vifzjglr4 104 6 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 104 7 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 104 8 πp πp VBP work_7jtgrdqc4zeb7lul7vifzjglr4 104 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 104 10 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 104 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 104 12 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 104 13 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 104 14 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 104 15 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 104 16 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 104 17 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 104 18 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 104 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 104 20 but but CC work_7jtgrdqc4zeb7lul7vifzjglr4 104 21 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 104 22 could could MD work_7jtgrdqc4zeb7lul7vifzjglr4 104 23 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 104 24 more more RBR work_7jtgrdqc4zeb7lul7vifzjglr4 104 25 general general JJ work_7jtgrdqc4zeb7lul7vifzjglr4 104 26 sub- sub- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 104 27 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 104 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 105 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 105 2 condition condition NN work_7jtgrdqc4zeb7lul7vifzjglr4 105 3 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 105 4 build build VB work_7jtgrdqc4zeb7lul7vifzjglr4 105 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 105 6 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 105 7 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 105 8 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 105 9 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 105 10 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 105 11 subtrees subtree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 105 12 must must MD work_7jtgrdqc4zeb7lul7vifzjglr4 105 13 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 105 14 parseable parseable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 105 15 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 105 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 105 17 way way NN work_7jtgrdqc4zeb7lul7vifzjglr4 105 18 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 105 19 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 105 20 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 105 21 Section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 105 22 3.1 3.1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 105 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 106 1 2In 2in LS work_7jtgrdqc4zeb7lul7vifzjglr4 106 2 general general PDT work_7jtgrdqc4zeb7lul7vifzjglr4 106 3 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 106 4 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 106 5 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 106 6 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 106 7 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 106 8 realized realize VBN work_7jtgrdqc4zeb7lul7vifzjglr4 106 9 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 106 10 more more JJR work_7jtgrdqc4zeb7lul7vifzjglr4 106 11 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 106 12 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 106 13 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 106 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 106 15 though though IN work_7jtgrdqc4zeb7lul7vifzjglr4 106 16 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 106 17 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 106 18 rare rare JJ work_7jtgrdqc4zeb7lul7vifzjglr4 106 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 107 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 107 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 107 3 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 107 4 hard hard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 107 5 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 107 6 modify modify VB work_7jtgrdqc4zeb7lul7vifzjglr4 107 7 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 107 8 framework framework NN work_7jtgrdqc4zeb7lul7vifzjglr4 107 9 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 107 10 allow allow VB work_7jtgrdqc4zeb7lul7vifzjglr4 107 11 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 107 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 107 13 maximum maximum JJ work_7jtgrdqc4zeb7lul7vifzjglr4 107 14 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 107 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 107 16 occurrences occurrence NNS work_7jtgrdqc4zeb7lul7vifzjglr4 107 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 107 18 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 107 19 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 107 20 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 107 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 108 1 221 221 CD work_7jtgrdqc4zeb7lul7vifzjglr4 108 2 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 108 3 Section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 108 4 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 108 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 108 6 define define VBP work_7jtgrdqc4zeb7lul7vifzjglr4 108 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 108 8 process process NN work_7jtgrdqc4zeb7lul7vifzjglr4 108 9 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 108 10 optimizes optimize VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 108 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 108 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 108 13 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 108 14 ignoring ignoring NN work_7jtgrdqc4zeb7lul7vifzjglr4 108 15 constraint constraint NN work_7jtgrdqc4zeb7lul7vifzjglr4 108 16 cSubtree cSubtree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 108 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 109 1 Then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 109 2 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 109 3 Section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 109 4 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 109 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 109 6 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 109 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 109 8 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 109 9 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 109 10 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 109 11 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 109 12 uses use VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 109 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 109 14 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 109 15 process process NN work_7jtgrdqc4zeb7lul7vifzjglr4 109 16 repeatedly repeatedly RB work_7jtgrdqc4zeb7lul7vifzjglr4 109 17 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 109 18 solve solve VB work_7jtgrdqc4zeb7lul7vifzjglr4 109 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 109 20 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 109 21 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 109 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 110 1 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 110 2 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 110 3 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 110 4 Assignment Assignment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 110 5 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 110 6 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 110 7 section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 110 8 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 110 9 frame frame VBP work_7jtgrdqc4zeb7lul7vifzjglr4 110 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 110 11 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 110 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 110 13 finding find VBG work_7jtgrdqc4zeb7lul7vifzjglr4 110 14 se- se- NN work_7jtgrdqc4zeb7lul7vifzjglr4 110 15 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 110 16 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 110 17 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 110 18 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 110 19 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 110 20 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 110 21 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 110 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 111 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 111 2 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 111 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 111 4 optimize optimize VBP work_7jtgrdqc4zeb7lul7vifzjglr4 111 5 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 111 6 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 111 7 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 8 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 111 10 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 11 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 12 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 111 14 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 111 16 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 111 17 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 111 18 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 111 19 5 5 LS work_7jtgrdqc4zeb7lul7vifzjglr4 111 20 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 111 21 subject subject JJ work_7jtgrdqc4zeb7lul7vifzjglr4 111 22 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 111 23 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 111 25 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 111 27 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 28 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 111 29 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 111 30 case case NN work_7jtgrdqc4zeb7lul7vifzjglr4 111 31 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 111 32 dropped drop VBD work_7jtgrdqc4zeb7lul7vifzjglr4 111 33 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 111 34 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 111 35 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 111 36 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 111 37 y y NN work_7jtgrdqc4zeb7lul7vifzjglr4 111 38 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 111 39 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 111 40 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 111 41 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 111 42 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 111 43 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 112 1 4 4 LS work_7jtgrdqc4zeb7lul7vifzjglr4 112 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 112 3 as as RB work_7jtgrdqc4zeb7lul7vifzjglr4 112 4 well well RB work_7jtgrdqc4zeb7lul7vifzjglr4 112 5 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 112 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 112 7 corresponding correspond VBG work_7jtgrdqc4zeb7lul7vifzjglr4 112 8 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 112 9 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 112 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 112 11 cSubtree cSubtree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 112 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 113 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 2 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 3 consequence consequence NN work_7jtgrdqc4zeb7lul7vifzjglr4 113 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 113 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 113 6 note note VBP work_7jtgrdqc4zeb7lul7vifzjglr4 113 7 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 9 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 113 10 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 113 11 π π PRP work_7jtgrdqc4zeb7lul7vifzjglr4 113 12 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 113 13 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 113 14 tied tie VBN work_7jtgrdqc4zeb7lul7vifzjglr4 113 15 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 16 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 17 consistency consistency NN work_7jtgrdqc4zeb7lul7vifzjglr4 113 18 constraint constraint NN work_7jtgrdqc4zeb7lul7vifzjglr4 113 19 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 113 20 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 21 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 22 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 23 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 24 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 113 25 being be VBG work_7jtgrdqc4zeb7lul7vifzjglr4 113 26 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 27 well well RB work_7jtgrdqc4zeb7lul7vifzjglr4 113 28 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 113 29 formed form VBN work_7jtgrdqc4zeb7lul7vifzjglr4 113 30 sequence sequence NN work_7jtgrdqc4zeb7lul7vifzjglr4 113 31 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 32 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 113 33 linking link VBG work_7jtgrdqc4zeb7lul7vifzjglr4 113 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 35 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 113 36 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 113 37 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 113 38 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 113 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 114 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 2 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 114 3 words word NNS work_7jtgrdqc4zeb7lul7vifzjglr4 114 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 114 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 114 6 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 114 7 solution solution NN work_7jtgrdqc4zeb7lul7vifzjglr4 114 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 9 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 114 10 case case NN work_7jtgrdqc4zeb7lul7vifzjglr4 114 11 does do VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 114 12 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 114 13 guarantee guarantee VB work_7jtgrdqc4zeb7lul7vifzjglr4 114 14 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 114 16 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 114 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 18 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 114 19 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 20 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 114 21 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 114 22 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 23 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 114 24 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 114 25 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 114 26 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 114 27 satisfies satisfie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 114 28 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 114 29 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 114 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 115 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 115 2 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 115 3 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 115 4 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 115 5 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 115 6 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 115 7 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 115 8 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 115 9 optimized optimize VBN work_7jtgrdqc4zeb7lul7vifzjglr4 115 10 locally locally RB work_7jtgrdqc4zeb7lul7vifzjglr4 115 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 116 1 Then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 116 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 116 3 show show VBP work_7jtgrdqc4zeb7lul7vifzjglr4 116 4 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 116 5 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 116 6 find find VB work_7jtgrdqc4zeb7lul7vifzjglr4 116 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 116 8 solution solution NN work_7jtgrdqc4zeb7lul7vifzjglr4 116 9 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 116 10 satisfying satisfy VBG work_7jtgrdqc4zeb7lul7vifzjglr4 116 11 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 116 12 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 116 13 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 116 14 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 116 15 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 116 16 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 116 17 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 116 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 117 1 3.1 3.1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 117 2 Local local JJ work_7jtgrdqc4zeb7lul7vifzjglr4 117 3 Optimization Optimization NNP work_7jtgrdqc4zeb7lul7vifzjglr4 117 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 117 5 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 117 6 Paths Paths NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 117 7 Let let VB work_7jtgrdqc4zeb7lul7vifzjglr4 117 8 ẑ ẑ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 117 9 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 117 10 π̂ π̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 117 11 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 117 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 117 13 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 117 14 values value NNS work_7jtgrdqc4zeb7lul7vifzjglr4 117 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 117 16 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 117 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 118 1 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 118 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 119 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 119 2 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 119 3 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 4 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 6 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 8 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 9 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 11 let let VB work_7jtgrdqc4zeb7lul7vifzjglr4 119 12 π̃p π̃p NN work_7jtgrdqc4zeb7lul7vifzjglr4 119 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 14 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 119 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 16 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 17 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 119 18 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 19 πp πp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 119 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 23 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 24 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 25 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 27 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 29 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 31 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 119 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 33 πp πp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 119 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 35 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 119 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 119 37 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 119 38 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 119 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 120 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 120 2 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 120 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 120 4 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 120 5 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 120 6 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 7 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 9 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 11 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 12 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 13 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 120 14 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 120 15 ẑp ẑp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 17 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 120 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 19 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 120 20 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 120 21 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 120 22 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 120 23 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 120 24 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 120 25 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 120 26 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 120 27 π̂p π̂p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 29 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 120 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 31 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 120 32 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 120 33 π̃p π̃p NN work_7jtgrdqc4zeb7lul7vifzjglr4 120 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 35 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 120 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 120 37 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 120 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 121 1 If if IN work_7jtgrdqc4zeb7lul7vifzjglr4 121 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 121 3 was be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 121 4 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 121 5 true true JJ work_7jtgrdqc4zeb7lul7vifzjglr4 121 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 121 7 replacing replace VBG work_7jtgrdqc4zeb7lul7vifzjglr4 121 8 π̂p π̂p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 121 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 121 10 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 121 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 121 12 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 121 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 121 14 π̃p π̃p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 121 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 121 16 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 121 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 121 18 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 121 19 would would MD work_7jtgrdqc4zeb7lul7vifzjglr4 121 20 improve improve VB work_7jtgrdqc4zeb7lul7vifzjglr4 121 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 121 22 objective objective NN work_7jtgrdqc4zeb7lul7vifzjglr4 121 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 121 24 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 121 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 122 1 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 122 2 without without IN work_7jtgrdqc4zeb7lul7vifzjglr4 122 3 violating violate VBG work_7jtgrdqc4zeb7lul7vifzjglr4 122 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 122 5 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 122 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 122 7 thus thus RB work_7jtgrdqc4zeb7lul7vifzjglr4 122 8 contradicting contradict VBG work_7jtgrdqc4zeb7lul7vifzjglr4 122 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 122 10 hypothesis hypothesis NN work_7jtgrdqc4zeb7lul7vifzjglr4 122 11 about about IN work_7jtgrdqc4zeb7lul7vifzjglr4 122 12 optimality optimality NN work_7jtgrdqc4zeb7lul7vifzjglr4 122 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 122 14 π̂. π̂. ADD work_7jtgrdqc4zeb7lul7vifzjglr4 123 1 Therefore therefore RB work_7jtgrdqc4zeb7lul7vifzjglr4 123 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 123 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 123 4 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 123 5 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 123 6 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 123 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 123 8 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 123 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 123 10 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 123 11 〉 〉 IN work_7jtgrdqc4zeb7lul7vifzjglr4 123 12 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 123 13 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 123 14 optimize optimize VB work_7jtgrdqc4zeb7lul7vifzjglr4 123 15 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 123 16 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 123 17 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 123 18 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 123 19 locally locally RB work_7jtgrdqc4zeb7lul7vifzjglr4 123 20 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 123 21 defined define VBN work_7jtgrdqc4zeb7lul7vifzjglr4 123 22 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 123 23 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 123 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 124 1 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 124 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 125 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 125 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 125 3 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 125 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 125 6 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 125 7 assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 125 8 access access NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 9 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 125 10 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 125 11 list list NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 125 13 likely likely JJ work_7jtgrdqc4zeb7lul7vifzjglr4 125 14 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 125 15 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 125 16 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 125 17 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 125 18 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 19 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 20 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 125 21 argu- argu- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 125 22 ment ment JJ work_7jtgrdqc4zeb7lul7vifzjglr4 125 23 candidate candidate NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 24 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 125 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 125 26 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 125 27 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 125 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 125 29 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 125 30 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 125 31 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 125 32 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 126 1 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 126 2 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 126 3 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 126 4 solved solve VBN work_7jtgrdqc4zeb7lul7vifzjglr4 126 5 explicitly explicitly RB work_7jtgrdqc4zeb7lul7vifzjglr4 126 6 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 126 7 looping loop VBG work_7jtgrdqc4zeb7lul7vifzjglr4 126 8 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 126 9 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 126 10 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 126 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 126 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 126 13 list list NN work_7jtgrdqc4zeb7lul7vifzjglr4 126 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 127 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 127 2 main main JJ work_7jtgrdqc4zeb7lul7vifzjglr4 127 3 advantage advantage NN work_7jtgrdqc4zeb7lul7vifzjglr4 127 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 127 5 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 127 6 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 127 7 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 127 8 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 127 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 127 10 since since IN work_7jtgrdqc4zeb7lul7vifzjglr4 127 11 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 127 12 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 127 13 precomputed precompute VBN work_7jtgrdqc4zeb7lul7vifzjglr4 127 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 127 15 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 127 16 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 127 17 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 127 18 make make VB work_7jtgrdqc4zeb7lul7vifzjglr4 127 19 unrestricted unrestricted JJ work_7jtgrdqc4zeb7lul7vifzjglr4 127 20 use use NN work_7jtgrdqc4zeb7lul7vifzjglr4 127 21 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 127 22 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 127 23 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 127 24 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 127 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 128 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 2 1 1 LS work_7jtgrdqc4zeb7lul7vifzjglr4 128 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 4 Mary Mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 5 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 6 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 7 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 8 plays play NNS work_7jtgrdqc4zeb7lul7vifzjglr4 128 9 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 10 3 3 LS work_7jtgrdqc4zeb7lul7vifzjglr4 128 11 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 12 guitar guitar NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 14 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 15 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 16 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 17 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 18 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 19 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 20 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 21 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 22 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 23 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 24 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 25 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 26 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 27 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 28 ARG0 ARG0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 29 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 30 2 2 LS work_7jtgrdqc4zeb7lul7vifzjglr4 128 31 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 32 ARG1 ARG1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 33 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 34 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 35 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 36 ARG2 ARG2 NNS work_7jtgrdqc4zeb7lul7vifzjglr4 128 37 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 38 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 39 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 40 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 41 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 42 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 43 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 44 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 45 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 46 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 47 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 48 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 49 W1,1 W1,1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 50 W4,2W2,3 W4,2W2,3 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 51 W3,4 W3,4 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 52 W5,5 w5,5 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 53 W6,6W1,1 W6,6W1,1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 54 W4,2W2,3 w4,2w2,3 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 55 W3,4 W3,4 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 56 W5,5 w5,5 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 57 W6,6W1,1 W6,6W1,1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 58 W4,2W2,3 w4,2w2,3 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 59 W3,4 W3,4 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 60 W5,5 w5,5 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 61 W6,6W1,1 W6,6W1,1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 62 W4,2W2,3 w4,2w2,3 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 63 W3,4 W3,4 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 64 W5,5 w5,5 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 65 W6,6W1,1 W6,6W1,1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 66 W4,2W2,3 w4,2w2,3 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 67 W3,4 W3,4 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 68 W5,5 w5,5 NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 69 W6,6W1,1 W6,6W1,1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 70 W4,2W2,3 W4,2W2,3 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 71 W3,4 W3,4 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 72 W5,5 W5,5 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 73 W6,6 W6,6 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 74 Figure Figure NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 75 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 76 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 128 77 Illustration illustration NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 78 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 128 79 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 128 80 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 81 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 82 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 128 83 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 128 84 sen- sen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 85 tence tence NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 86 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 128 87 Mary Mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 88 plays play VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 128 89 guitar guitar NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 90 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 128 91 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 128 92 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 128 93 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 128 94 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 95 “ " `` work_7jtgrdqc4zeb7lul7vifzjglr4 128 96 plays play NNS work_7jtgrdqc4zeb7lul7vifzjglr4 128 97 ” " '' work_7jtgrdqc4zeb7lul7vifzjglr4 128 98 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 128 99 have have VB work_7jtgrdqc4zeb7lul7vifzjglr4 128 100 up up IN work_7jtgrdqc4zeb7lul7vifzjglr4 128 101 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 128 102 three three CD work_7jtgrdqc4zeb7lul7vifzjglr4 128 103 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 128 104 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 128 105 ARG0 ARG0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 106 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 107 agent agent NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 108 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 109 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 128 110 ARG1 ARG1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 128 111 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 112 theme theme NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 113 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 114 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 128 115 ARG2 ARG2 NNS work_7jtgrdqc4zeb7lul7vifzjglr4 128 116 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 117 benefactor benefactor NN work_7jtgrdqc4zeb7lul7vifzjglr4 128 118 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 128 119 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 129 1 Nodes node NNS work_7jtgrdqc4zeb7lul7vifzjglr4 129 2 labeled label VBD work_7jtgrdqc4zeb7lul7vifzjglr4 129 3 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 129 4 represent represent VBP work_7jtgrdqc4zeb7lul7vifzjglr4 129 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 129 6 null null JJ work_7jtgrdqc4zeb7lul7vifzjglr4 129 7 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 129 8 or or CC work_7jtgrdqc4zeb7lul7vifzjglr4 129 9 token token NN work_7jtgrdqc4zeb7lul7vifzjglr4 129 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 130 1 Highlighted highlight VBN work_7jtgrdqc4zeb7lul7vifzjglr4 130 2 edges edge NNS work_7jtgrdqc4zeb7lul7vifzjglr4 130 3 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 130 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 130 5 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 130 6 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 130 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 131 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 131 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 131 3 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 131 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 131 5 employ employ VB work_7jtgrdqc4zeb7lul7vifzjglr4 131 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 131 7 probabilistic probabilistic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 131 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 131 9 de- de- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 131 10 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 131 11 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 131 12 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 131 13 create create VB work_7jtgrdqc4zeb7lul7vifzjglr4 131 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 131 15 list list NN work_7jtgrdqc4zeb7lul7vifzjglr4 131 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 131 17 likely likely JJ work_7jtgrdqc4zeb7lul7vifzjglr4 131 18 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 131 19 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 131 20 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 131 21 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 131 22 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 131 23 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 131 24 pair pair NN work_7jtgrdqc4zeb7lul7vifzjglr4 131 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 132 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 132 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 132 3 experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 132 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 132 5 explore explore VBP work_7jtgrdqc4zeb7lul7vifzjglr4 132 6 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 132 7 approach approach NN work_7jtgrdqc4zeb7lul7vifzjglr4 132 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 132 9 show show VBP work_7jtgrdqc4zeb7lul7vifzjglr4 132 10 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 132 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 132 12 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 132 13 average average NN work_7jtgrdqc4zeb7lul7vifzjglr4 132 14 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 132 15 44 44 CD work_7jtgrdqc4zeb7lul7vifzjglr4 132 16 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 132 17 per per IN work_7jtgrdqc4zeb7lul7vifzjglr4 132 18 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 132 19 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 132 20 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 132 21 recover recover VB work_7jtgrdqc4zeb7lul7vifzjglr4 132 22 86.2 86.2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 132 23 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 132 24 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 132 25 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 132 26 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 132 27 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 132 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 133 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 133 2 leave leave VBP work_7jtgrdqc4zeb7lul7vifzjglr4 133 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 133 4 future future JJ work_7jtgrdqc4zeb7lul7vifzjglr4 133 5 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 133 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 133 7 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 133 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 133 9 ef- ef- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 133 10 ficient ficient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 133 11 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 133 12 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 133 13 recover recover VB work_7jtgrdqc4zeb7lul7vifzjglr4 133 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 133 15 most most RBS work_7jtgrdqc4zeb7lul7vifzjglr4 133 16 likely likely JJ work_7jtgrdqc4zeb7lul7vifzjglr4 133 17 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 133 18 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 133 19 linking link VBG work_7jtgrdqc4zeb7lul7vifzjglr4 133 20 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 133 21 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 133 22 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 133 23 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 133 24 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 133 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 134 1 3.2 3.2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 134 2 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 134 3 Assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 134 4 Algorithm Algorithm NNP work_7jtgrdqc4zeb7lul7vifzjglr4 134 5 Coming come VBG work_7jtgrdqc4zeb7lul7vifzjglr4 134 6 back back RB work_7jtgrdqc4zeb7lul7vifzjglr4 134 7 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 134 8 solving solve VBG work_7jtgrdqc4zeb7lul7vifzjglr4 134 9 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 134 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 135 1 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 135 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 135 3 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 135 4 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 135 5 easy easy JJ work_7jtgrdqc4zeb7lul7vifzjglr4 135 6 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 135 7 see see VB work_7jtgrdqc4zeb7lul7vifzjglr4 135 8 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 135 9 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 135 10 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 135 11 solution solution NN work_7jtgrdqc4zeb7lul7vifzjglr4 135 12 satisfying satisfy VBG work_7jtgrdqc4zeb7lul7vifzjglr4 135 13 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 135 14 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 135 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 135 16 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 135 17 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 135 18 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 135 19 found find VBN work_7jtgrdqc4zeb7lul7vifzjglr4 135 20 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 135 21 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 135 22 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 135 23 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 135 24 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 135 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 136 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 136 2 process process NN work_7jtgrdqc4zeb7lul7vifzjglr4 136 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 136 4 describe describe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 136 5 determines determine VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 136 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 136 7 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 136 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 136 9 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 136 10 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 136 11 separately separately RB work_7jtgrdqc4zeb7lul7vifzjglr4 136 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 136 13 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 136 14 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 136 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 137 1 Assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 137 2 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 137 3 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 137 4 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 137 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 137 6 size size NN work_7jtgrdqc4zeb7lul7vifzjglr4 137 7 N N NNP work_7jtgrdqc4zeb7lul7vifzjglr4 137 8 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 137 9 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 137 10 nodes node NNS work_7jtgrdqc4zeb7lul7vifzjglr4 137 11 r1 r1 NN work_7jtgrdqc4zeb7lul7vifzjglr4 137 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 138 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 139 1 .rN .rN VBN work_7jtgrdqc4zeb7lul7vifzjglr4 139 2 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 139 3 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 139 4 side side NN work_7jtgrdqc4zeb7lul7vifzjglr4 139 5 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 139 6 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 139 7 nodes node NNS work_7jtgrdqc4zeb7lul7vifzjglr4 139 8 a1 a1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 139 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 140 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 141 1 .aN .an NN work_7jtgrdqc4zeb7lul7vifzjglr4 141 2 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 141 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 141 4 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 141 5 side side NN work_7jtgrdqc4zeb7lul7vifzjglr4 141 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 142 1 Assume assume VB work_7jtgrdqc4zeb7lul7vifzjglr4 142 2 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 142 3 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 142 4 matrix matrix NN work_7jtgrdqc4zeb7lul7vifzjglr4 142 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 142 6 non non JJ work_7jtgrdqc4zeb7lul7vifzjglr4 142 7 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 142 8 negative negative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 142 9 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 142 10 Wi Wi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 142 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 142 12 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 142 13 corresponding correspond VBG work_7jtgrdqc4zeb7lul7vifzjglr4 142 14 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 142 15 assigning assigning NN work_7jtgrdqc4zeb7lul7vifzjglr4 142 16 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 142 17 aj aj NNP work_7jtgrdqc4zeb7lul7vifzjglr4 142 18 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 142 19 role role VB work_7jtgrdqc4zeb7lul7vifzjglr4 142 20 ri ri NNP work_7jtgrdqc4zeb7lul7vifzjglr4 142 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 143 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 143 2 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 143 3 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 4 algo- algo- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 143 5 rithm rithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 6 finds find VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 143 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 143 8 bijection bijection NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 9 f f NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 10 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 143 11 i i NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 12 → → SYM work_7jtgrdqc4zeb7lul7vifzjglr4 143 13 j j NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 14 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 143 15 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 143 16 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 143 17 argu- argu- NN work_7jtgrdqc4zeb7lul7vifzjglr4 143 18 ments ment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 143 19 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 143 20 maximizes maximizes NNP work_7jtgrdqc4zeb7lul7vifzjglr4 143 21 ∑N ∑N , work_7jtgrdqc4zeb7lul7vifzjglr4 143 22 i=1 i=1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 143 23 Wi Wi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 143 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 143 25 f(i f(i NNP work_7jtgrdqc4zeb7lul7vifzjglr4 143 26 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 143 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 144 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 144 2 Hungarian hungarian JJ work_7jtgrdqc4zeb7lul7vifzjglr4 144 3 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 144 4 finds find VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 144 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 144 6 exact exact JJ work_7jtgrdqc4zeb7lul7vifzjglr4 144 7 solution solution NN work_7jtgrdqc4zeb7lul7vifzjglr4 144 8 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 144 9 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 144 10 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 144 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 144 12 O(N3 O(N3 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 144 13 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 144 14 time time NN work_7jtgrdqc4zeb7lul7vifzjglr4 144 15 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 144 16 Kuhn Kuhn NNP work_7jtgrdqc4zeb7lul7vifzjglr4 144 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 144 18 1955 1955 CD work_7jtgrdqc4zeb7lul7vifzjglr4 144 19 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 144 20 Burkard Burkard NNP work_7jtgrdqc4zeb7lul7vifzjglr4 144 21 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 144 22 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 144 23 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 144 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 144 25 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 144 26 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 144 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 145 1 All all DT work_7jtgrdqc4zeb7lul7vifzjglr4 145 2 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 145 3 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 145 4 left leave VBN work_7jtgrdqc4zeb7lul7vifzjglr4 145 5 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 145 6 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 145 7 construct construct VB work_7jtgrdqc4zeb7lul7vifzjglr4 145 8 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 145 9 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 145 10 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 145 11 rep- rep- NN work_7jtgrdqc4zeb7lul7vifzjglr4 145 12 resenting resent VBG work_7jtgrdqc4zeb7lul7vifzjglr4 145 13 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 145 14 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 145 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 145 16 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 145 17 tokens token NNS work_7jtgrdqc4zeb7lul7vifzjglr4 145 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 145 19 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 145 20 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 145 21 some some DT work_7jtgrdqc4zeb7lul7vifzjglr4 145 22 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 145 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 145 24 tokens token NNS work_7jtgrdqc4zeb7lul7vifzjglr4 145 25 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 145 26 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 145 27 left leave VBN work_7jtgrdqc4zeb7lul7vifzjglr4 145 28 unassigned unassigned JJ work_7jtgrdqc4zeb7lul7vifzjglr4 145 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 145 30 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 145 31 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 145 32 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 145 33 common common JJ work_7jtgrdqc4zeb7lul7vifzjglr4 145 34 setting setting NN work_7jtgrdqc4zeb7lul7vifzjglr4 145 35 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 145 36 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 145 37 tasks task NNS work_7jtgrdqc4zeb7lul7vifzjglr4 145 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 146 1 Al- al- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 146 2 gorithm gorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 146 3 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 146 4 describes describe VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 146 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 146 6 procedure procedure NN work_7jtgrdqc4zeb7lul7vifzjglr4 146 7 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 146 8 constructing construct VBG work_7jtgrdqc4zeb7lul7vifzjglr4 146 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 146 10 weighted weighted JJ work_7jtgrdqc4zeb7lul7vifzjglr4 146 11 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 146 12 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 146 13 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 146 14 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 146 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 146 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 146 17 Figure figure NN work_7jtgrdqc4zeb7lul7vifzjglr4 146 18 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 146 19 il- il- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 146 20 lustrates lustrate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 146 21 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 146 22 example example NN work_7jtgrdqc4zeb7lul7vifzjglr4 146 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 146 24 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 146 25 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 146 26 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 146 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 147 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 147 2 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 147 3 222 222 CD work_7jtgrdqc4zeb7lul7vifzjglr4 147 4 Algorithm Algorithm NNP work_7jtgrdqc4zeb7lul7vifzjglr4 147 5 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 147 6 Construction construction NN work_7jtgrdqc4zeb7lul7vifzjglr4 147 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 147 8 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 147 9 Assignment Assignment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 147 10 Graph Graph NNP work_7jtgrdqc4zeb7lul7vifzjglr4 147 11 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 147 12 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 147 13 Role Role NNP work_7jtgrdqc4zeb7lul7vifzjglr4 147 14 Labeling Labeling NNP work_7jtgrdqc4zeb7lul7vifzjglr4 147 15 Let let VB work_7jtgrdqc4zeb7lul7vifzjglr4 147 16 p p PRP work_7jtgrdqc4zeb7lul7vifzjglr4 147 17 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 147 18 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 147 19 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 147 20 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 147 21 k k NN work_7jtgrdqc4zeb7lul7vifzjglr4 147 22 possible possible JJ work_7jtgrdqc4zeb7lul7vifzjglr4 147 23 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 147 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 148 1 Let let VB work_7jtgrdqc4zeb7lul7vifzjglr4 148 2 n n CC work_7jtgrdqc4zeb7lul7vifzjglr4 148 3 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 148 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 148 5 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 148 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 148 7 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 148 8 candidates candidate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 148 9 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 148 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 148 11 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 148 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 149 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 149 2 al- al- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 149 3 gorithm gorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 149 4 creates create VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 149 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 149 6 bipartite bipartite JJ work_7jtgrdqc4zeb7lul7vifzjglr4 149 7 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 149 8 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 149 9 N n NN work_7jtgrdqc4zeb7lul7vifzjglr4 149 10 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 149 11 n+k n+k NNP work_7jtgrdqc4zeb7lul7vifzjglr4 149 12 vertices vertex NNS work_7jtgrdqc4zeb7lul7vifzjglr4 149 13 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 149 14 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 149 15 side side NN work_7jtgrdqc4zeb7lul7vifzjglr4 149 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 150 1 1 1 LS work_7jtgrdqc4zeb7lul7vifzjglr4 150 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 151 1 Create create VB work_7jtgrdqc4zeb7lul7vifzjglr4 151 2 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 151 3 vertices vertex NNS work_7jtgrdqc4zeb7lul7vifzjglr4 151 4 ri ri VB work_7jtgrdqc4zeb7lul7vifzjglr4 151 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 151 6 i i NN work_7jtgrdqc4zeb7lul7vifzjglr4 151 7 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 151 8 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 151 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 152 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 153 1 .N .N : work_7jtgrdqc4zeb7lul7vifzjglr4 153 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 153 3 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 153 4 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 153 6 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 153 7 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 8 i i PRP work_7jtgrdqc4zeb7lul7vifzjglr4 153 9 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 10 k k NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 153 12 ri ri NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 13 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 153 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 153 15 i i NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 16 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 153 17 th th JJ work_7jtgrdqc4zeb7lul7vifzjglr4 153 18 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 153 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 153 20 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 21 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 153 22 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 153 23 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 24 i i PRP work_7jtgrdqc4zeb7lul7vifzjglr4 153 25 ≤ ≤ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 153 26 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 153 28 rk+i rk+i NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 29 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 153 30 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 153 31 special special JJ work_7jtgrdqc4zeb7lul7vifzjglr4 153 32 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 153 33 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 153 34 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 154 1 2 2 LS work_7jtgrdqc4zeb7lul7vifzjglr4 154 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 155 1 Create create VB work_7jtgrdqc4zeb7lul7vifzjglr4 155 2 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 155 3 vertices vertice VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 155 4 aj aj NNP work_7jtgrdqc4zeb7lul7vifzjglr4 155 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 155 6 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 155 7 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 155 8 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 155 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 156 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 157 1 .N .N : work_7jtgrdqc4zeb7lul7vifzjglr4 157 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 157 3 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 157 4 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 157 6 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 157 7 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 8 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 9 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 10 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 157 12 aj aj NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 13 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 157 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 157 15 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 16 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 157 17 th th NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 18 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 157 19 candidate candidate NN work_7jtgrdqc4zeb7lul7vifzjglr4 157 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 157 21 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 22 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 157 23 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 157 24 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 25 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 26 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 27 k k NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 157 29 an+j an+j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 30 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 157 31 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 157 32 special special JJ work_7jtgrdqc4zeb7lul7vifzjglr4 157 33 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 157 34 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 157 35 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 158 1 3 3 LS work_7jtgrdqc4zeb7lul7vifzjglr4 158 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 159 1 Define define VB work_7jtgrdqc4zeb7lul7vifzjglr4 159 2 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 159 3 matrix matrix NN work_7jtgrdqc4zeb7lul7vifzjglr4 159 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 159 5 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 159 6 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 159 7 S S NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 8 ∈ ∈ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 9 R(k+1)×n R(k+1)×n VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 159 10 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 159 11 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 159 12 a a LS work_7jtgrdqc4zeb7lul7vifzjglr4 159 13 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 159 14 Optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 159 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 159 16 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 159 17 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 159 18 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 159 19 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 159 20 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 159 21 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 22 i i PRP work_7jtgrdqc4zeb7lul7vifzjglr4 159 23 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 24 k k NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 26 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 159 27 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 28 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 29 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 30 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 31 Si Si NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 33 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 34 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 159 35 max max NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 36 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 37 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 39 aj aj NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 40 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 41 ri ri NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 42 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 43 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 44 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 45 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 46 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 47 aj aj NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 48 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 49 ri ri NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 50 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 51 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 52 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 53 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 54 aj aj NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 55 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 159 56 ri ri FW work_7jtgrdqc4zeb7lul7vifzjglr4 159 57 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 159 58 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 159 59 b b NN work_7jtgrdqc4zeb7lul7vifzjglr4 159 60 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 159 61 Scores Scores NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 62 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 159 63 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 64 assignments3 assignments3 NN work_7jtgrdqc4zeb7lul7vifzjglr4 159 65 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 159 66 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 159 67 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 159 68 ≤ ≤ NN work_7jtgrdqc4zeb7lul7vifzjglr4 159 69 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 70 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 71 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 72 Sk+1,j Sk+1,j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 159 73 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 159 74 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 159 75 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 159 76 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 160 1 Let let VB work_7jtgrdqc4zeb7lul7vifzjglr4 160 2 S0 s0 NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 3 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 160 4 mini mini NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 6 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 7 Si Si NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 9 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 12 minimum minimum NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 14 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 15 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 16 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 17 S. S. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 18 Define Define NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 19 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 20 matrix matrix NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 21 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 22 non non JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 23 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 24 negative negative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 25 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 160 26 W W NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 27 ∈ ∈ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 28 RN×N RN×N NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 160 29 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 30 follows follow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 160 31 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 160 32 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 160 33 a a LS work_7jtgrdqc4zeb7lul7vifzjglr4 160 34 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 160 35 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 36 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 160 37 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 38 i i PRP work_7jtgrdqc4zeb7lul7vifzjglr4 160 39 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 40 k k NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 41 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 42 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 160 43 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 44 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 45 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 46 n n CC work_7jtgrdqc4zeb7lul7vifzjglr4 160 47 Wi Wi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 48 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 49 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 50 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 160 51 Si Si NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 52 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 53 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 54 −S0 −s0 ADD work_7jtgrdqc4zeb7lul7vifzjglr4 160 55 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 160 56 b b NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 57 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 160 58 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 59 k k NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 60 < < XX work_7jtgrdqc4zeb7lul7vifzjglr4 160 61 i i PRP work_7jtgrdqc4zeb7lul7vifzjglr4 160 62 ≤ ≤ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 160 63 N n CD work_7jtgrdqc4zeb7lul7vifzjglr4 160 64 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 65 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 160 66 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 67 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 68 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 69 n n CC work_7jtgrdqc4zeb7lul7vifzjglr4 160 70 Wi Wi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 71 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 72 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 73 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 160 74 Sk+1,j sk+1,j FW work_7jtgrdqc4zeb7lul7vifzjglr4 160 75 −S0 −s0 FW work_7jtgrdqc4zeb7lul7vifzjglr4 160 76 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 160 77 c c NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 78 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 160 79 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 80 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 160 81 < < XX work_7jtgrdqc4zeb7lul7vifzjglr4 160 82 i i PRP work_7jtgrdqc4zeb7lul7vifzjglr4 160 83 ≤ ≤ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 160 84 N N NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 85 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 86 n n NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 87 < < XX work_7jtgrdqc4zeb7lul7vifzjglr4 160 88 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 89 ≤ ≤ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 90 N N NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 91 Wi Wi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 92 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 93 j j NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 94 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 160 95 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 160 96 run run NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 97 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 98 Hungarian hungarian JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 99 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 100 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 101 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 102 weighted weighted JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 103 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 104 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 160 105 obtain obtain VB work_7jtgrdqc4zeb7lul7vifzjglr4 160 106 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 107 bijection bijection NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 108 f f XX work_7jtgrdqc4zeb7lul7vifzjglr4 160 109 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 160 110 ri ri NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 111 → → SYM work_7jtgrdqc4zeb7lul7vifzjglr4 160 112 aj aj JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 113 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 160 114 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 115 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 160 116 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 160 117 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 160 118 trivial trivial JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 119 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 160 120 recover recover VB work_7jtgrdqc4zeb7lul7vifzjglr4 160 121 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 160 122 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 160 123 solution solution NN work_7jtgrdqc4zeb7lul7vifzjglr4 160 124 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 160 125 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 160 126 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 161 1 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 161 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 162 1 Finally finally RB work_7jtgrdqc4zeb7lul7vifzjglr4 162 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 162 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 162 4 note note VBP work_7jtgrdqc4zeb7lul7vifzjglr4 162 5 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 6 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 162 7 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 162 8 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 162 9 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 162 10 allow allow VB work_7jtgrdqc4zeb7lul7vifzjglr4 162 11 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 12 multi- multi- FW work_7jtgrdqc4zeb7lul7vifzjglr4 162 13 ple ple NN work_7jtgrdqc4zeb7lul7vifzjglr4 162 14 instances instance NNS work_7jtgrdqc4zeb7lul7vifzjglr4 162 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 16 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 162 17 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 162 18 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 162 19 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 20 adding add VBG work_7jtgrdqc4zeb7lul7vifzjglr4 162 21 more more JJR work_7jtgrdqc4zeb7lul7vifzjglr4 162 22 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 162 23 nodes node NNS work_7jtgrdqc4zeb7lul7vifzjglr4 162 24 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 25 step step NN work_7jtgrdqc4zeb7lul7vifzjglr4 162 26 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 162 27 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 162 28 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 162 29 would would MD work_7jtgrdqc4zeb7lul7vifzjglr4 162 30 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 162 31 straightforward straightforward JJ work_7jtgrdqc4zeb7lul7vifzjglr4 162 32 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 162 33 add add VB work_7jtgrdqc4zeb7lul7vifzjglr4 162 34 penalties penalty NNS work_7jtgrdqc4zeb7lul7vifzjglr4 162 35 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 36 step step NN work_7jtgrdqc4zeb7lul7vifzjglr4 162 37 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 162 38 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 39 multiple multiple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 162 40 instances instance NNS work_7jtgrdqc4zeb7lul7vifzjglr4 162 41 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 162 42 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 162 43 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 163 1 4 4 LS work_7jtgrdqc4zeb7lul7vifzjglr4 163 2 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 163 3 Dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 163 4 Decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 163 5 Algorithm Algorithm NNP work_7jtgrdqc4zeb7lul7vifzjglr4 163 6 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 163 7 now now RB work_7jtgrdqc4zeb7lul7vifzjglr4 163 8 present present VBP work_7jtgrdqc4zeb7lul7vifzjglr4 163 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 163 10 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 163 11 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 163 12 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 163 13 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 163 14 op- op- XX work_7jtgrdqc4zeb7lul7vifzjglr4 163 15 timize timize VB work_7jtgrdqc4zeb7lul7vifzjglr4 163 16 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 163 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 164 1 4 4 LS work_7jtgrdqc4zeb7lul7vifzjglr4 164 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 164 3 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 164 4 uses use VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 164 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 164 6 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 164 7 algorithm algorithm NNP work_7jtgrdqc4zeb7lul7vifzjglr4 164 8 pre- pre- NN work_7jtgrdqc4zeb7lul7vifzjglr4 164 9 sented sente VBD work_7jtgrdqc4zeb7lul7vifzjglr4 164 10 above above RB work_7jtgrdqc4zeb7lul7vifzjglr4 164 11 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 164 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 164 13 subroutine subroutine NN work_7jtgrdqc4zeb7lul7vifzjglr4 164 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 165 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 165 2 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 165 3 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 165 4 sim- sim- RB work_7jtgrdqc4zeb7lul7vifzjglr4 165 5 ilar ilar JJ work_7jtgrdqc4zeb7lul7vifzjglr4 165 6 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 165 7 that that DT work_7jtgrdqc4zeb7lul7vifzjglr4 165 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 165 9 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 165 10 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 165 11 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 165 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 166 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 166 2 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 166 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 166 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 166 5 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 166 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 166 7 sense sense NN work_7jtgrdqc4zeb7lul7vifzjglr4 166 8 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 166 9 3In 3in CD work_7jtgrdqc4zeb7lul7vifzjglr4 166 10 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 166 11 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 166 12 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 166 13 fix fix VBP work_7jtgrdqc4zeb7lul7vifzjglr4 166 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 166 15 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 166 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 166 17 null null JJ work_7jtgrdqc4zeb7lul7vifzjglr4 166 18 assignments assignment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 166 19 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 166 20 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 166 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 167 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 167 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 167 3 straightforward straightforward JJ work_7jtgrdqc4zeb7lul7vifzjglr4 167 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 167 5 compute compute VB work_7jtgrdqc4zeb7lul7vifzjglr4 167 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 167 7 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 167 8 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 167 9 instead instead RB work_7jtgrdqc4zeb7lul7vifzjglr4 167 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 168 1 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 168 2 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 168 3 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 168 4 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 168 5 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 168 6 decomposed decompose VBN work_7jtgrdqc4zeb7lul7vifzjglr4 168 7 into into IN work_7jtgrdqc4zeb7lul7vifzjglr4 168 8 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 168 9 sub sub NN work_7jtgrdqc4zeb7lul7vifzjglr4 168 10 - - NNS work_7jtgrdqc4zeb7lul7vifzjglr4 168 11 problems problem NNS work_7jtgrdqc4zeb7lul7vifzjglr4 168 12 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 168 13 need need VBP work_7jtgrdqc4zeb7lul7vifzjglr4 168 14 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 168 15 agree agree VB work_7jtgrdqc4zeb7lul7vifzjglr4 168 16 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 168 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 168 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 168 19 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 168 20 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 168 21 predict predict VBP work_7jtgrdqc4zeb7lul7vifzjglr4 168 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 169 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 169 2 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 169 3 detailed detailed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 169 4 descrip- descrip- NNS work_7jtgrdqc4zeb7lul7vifzjglr4 169 5 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 169 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 169 7 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 169 8 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 169 9 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 169 10 applied apply VBN work_7jtgrdqc4zeb7lul7vifzjglr4 169 11 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 169 12 NLP NLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 13 see see VB work_7jtgrdqc4zeb7lul7vifzjglr4 169 14 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 169 15 Sontag Sontag NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 16 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 17 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 18 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 169 20 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 169 21 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 169 22 Rush Rush NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 23 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 169 24 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 25 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 169 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 169 27 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 169 28 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 169 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 170 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 170 2 note note VBP work_7jtgrdqc4zeb7lul7vifzjglr4 170 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 170 4 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 170 5 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 170 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 171 1 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 171 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 3 constraint constraint NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 4 cSubtree cSubtree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 171 5 ties tie VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 171 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 171 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 171 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 171 10 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 171 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 171 12 imposing impose VBG work_7jtgrdqc4zeb7lul7vifzjglr4 171 13 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 171 14 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 15 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 16 πp πp VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 171 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 171 18 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 171 20 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 21 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 171 22 links link VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 171 23 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 24 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 25 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 26 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 171 27 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 28 argu- argu- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 171 29 ment ment NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 30 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 31 must must MD work_7jtgrdqc4zeb7lul7vifzjglr4 171 32 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 171 33 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 34 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 171 35 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 171 36 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 171 37 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 171 38 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 171 39 struc- struc- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 171 40 ture ture NNP work_7jtgrdqc4zeb7lul7vifzjglr4 171 41 y. y. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 1 Formally formally RB work_7jtgrdqc4zeb7lul7vifzjglr4 172 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 172 3 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 172 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 172 5 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 172 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 172 7 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 172 8 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 10 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 12 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 172 13 ≥ ≥ UH work_7jtgrdqc4zeb7lul7vifzjglr4 172 14 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 172 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 16 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 172 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 18 rh rh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 20 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 22 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 23 ∀ ∀ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 24 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 26 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 28 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 172 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 30 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 172 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 32 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 172 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 172 34 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 172 35 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 173 1 These these DT work_7jtgrdqc4zeb7lul7vifzjglr4 173 2 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 173 3 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 173 4 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 173 5 compactly compactly RB work_7jtgrdqc4zeb7lul7vifzjglr4 173 6 written write VBN work_7jtgrdqc4zeb7lul7vifzjglr4 173 7 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 173 8 c c NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 9 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 173 10 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 12 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 14 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 15 ≥ ≥ NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 16 ∑ ∑ NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 17 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 19 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 21 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 22 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 23 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 25 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 27 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 28 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 30 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 32 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 33 ∀ ∀ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 34 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 36 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 38 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 39 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 40 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 173 41 c c NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 42 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 173 43 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 173 44 constant constant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 173 45 equal equal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 173 46 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 173 47 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 173 48 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 173 49 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 173 50 dis- dis- RB work_7jtgrdqc4zeb7lul7vifzjglr4 173 51 tinct tinct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 173 52 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 173 53 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 173 54 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 55 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 56 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 57 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 58 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 173 59 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 60 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 173 61 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 174 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 174 2 addition addition NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 174 5 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 174 6 introduce introduce VB work_7jtgrdqc4zeb7lul7vifzjglr4 174 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 174 8 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 9 non non JJ work_7jtgrdqc4zeb7lul7vifzjglr4 174 10 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 174 11 negative negative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 174 12 slack slack NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 13 vari- vari- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 14 ables ables NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 15 ξ ξ VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 174 16 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 174 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 174 18 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 19 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 174 20 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 174 21 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 174 22 depen- depen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 23 dency dency NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 24 ξh ξh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 26 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 28 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 30 turning turn VBG work_7jtgrdqc4zeb7lul7vifzjglr4 174 31 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 174 32 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 174 33 into into IN work_7jtgrdqc4zeb7lul7vifzjglr4 174 34 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 174 35 c c LS work_7jtgrdqc4zeb7lul7vifzjglr4 174 36 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 174 37 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 39 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 40 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 41 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 42 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 43 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 174 44 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 45 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 46 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 47 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 48 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 49 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 50 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 51 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 52 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 53 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 54 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 55 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 56 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 57 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 58 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 59 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 60 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 61 ξh ξh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 62 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 63 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 64 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 65 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 66 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 174 67 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 174 68 ∀ ∀ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 69 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 70 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 71 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 72 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 174 73 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 174 74 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 174 75 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 174 76 now now RB work_7jtgrdqc4zeb7lul7vifzjglr4 174 77 rewrite rewrite VB work_7jtgrdqc4zeb7lul7vifzjglr4 174 78 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 174 79 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 175 1 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 175 2 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 175 3 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 175 4 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 5 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 7 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 9 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 11 ξ≥0 ξ≥0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 12 s s VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 175 13 syn(x syn(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 15 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 175 17 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 18 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 19 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 21 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 23 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 175 24 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 175 25 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 175 26 7 7 LS work_7jtgrdqc4zeb7lul7vifzjglr4 175 27 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 175 28 subject subject NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 29 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 175 30 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 32 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 34 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 36 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 37 ∀h ∀h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 39 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 40 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 41 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 42 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 175 43 c c NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 44 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 175 45 yh yh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 46 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 47 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 48 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 49 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 50 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 51 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 175 52 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 53 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 54 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 55 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 56 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 57 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 58 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 59 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 60 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 61 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 62 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 63 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 64 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 65 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 66 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 67 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 68 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 69 ξh ξh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 70 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 71 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 72 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 175 73 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 175 74 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 175 75 0 0 NFP work_7jtgrdqc4zeb7lul7vifzjglr4 175 76 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 175 77 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 175 78 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 79 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 80 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 175 81 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 176 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 176 2 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 176 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 176 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 176 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 176 6 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 176 7 relax relax VB work_7jtgrdqc4zeb7lul7vifzjglr4 176 8 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 176 9 cons- cons- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 176 10 traints traint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 176 11 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 176 12 introducing introduce VBG work_7jtgrdqc4zeb7lul7vifzjglr4 176 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 176 14 vector vector NN work_7jtgrdqc4zeb7lul7vifzjglr4 176 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 176 16 Lagrange Lagrange NNP work_7jtgrdqc4zeb7lul7vifzjglr4 176 17 multipli- multipli- NN work_7jtgrdqc4zeb7lul7vifzjglr4 176 18 ers ers NNP work_7jtgrdqc4zeb7lul7vifzjglr4 176 19 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 176 20 indexed index VBN work_7jtgrdqc4zeb7lul7vifzjglr4 176 21 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 176 22 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 176 23 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 176 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 176 25 i.e. i.e. FW work_7jtgrdqc4zeb7lul7vifzjglr4 177 1 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 177 2 coordinate coordinate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 177 3 λh λh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 177 5 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 177 7 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 177 8 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 177 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 177 10 Lagrange Lagrange NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 11 multiplier multiplier NN work_7jtgrdqc4zeb7lul7vifzjglr4 177 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 177 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 177 14 constraint constraint NN work_7jtgrdqc4zeb7lul7vifzjglr4 177 15 associated associate VBN work_7jtgrdqc4zeb7lul7vifzjglr4 177 16 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 177 17 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 18 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 177 20 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 177 22 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 23 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 177 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 178 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 178 2 Lagrangian Lagrangian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 178 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 178 5 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 178 7 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 178 8 L(y L(y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 10 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 12 π π NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 14 ξ ξ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 16 λ)= λ)= NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 17 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 18 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 20 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 21 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 178 22 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 23 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 24 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 26 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 28 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 178 29 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 178 30 + + CC work_7jtgrdqc4zeb7lul7vifzjglr4 178 31 λ λ NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 32 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 178 33 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 178 34 c c NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 35 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 178 36 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 37 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 38 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 178 39 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 40 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 41 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 42 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 43 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 44 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 178 45 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 46 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 178 47 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 178 48 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 49 −ξ −ξ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 50 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 178 51 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 178 52 8) 8) CD work_7jtgrdqc4zeb7lul7vifzjglr4 178 53 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 178 54 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 178 55 now now RB work_7jtgrdqc4zeb7lul7vifzjglr4 178 56 formulate formulate VB work_7jtgrdqc4zeb7lul7vifzjglr4 178 57 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 178 58 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 179 1 7 7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 179 2 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 179 3 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 179 4 max max NNP work_7jtgrdqc4zeb7lul7vifzjglr4 179 5 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 179 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 179 7 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 179 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 179 9 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 179 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 179 11 ξ≥0 ξ≥0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 179 12 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 179 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 180 1 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 3 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 5 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 7 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 8 c·y− c·y− CD work_7jtgrdqc4zeb7lul7vifzjglr4 180 9 ∑ ∑ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 10 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 12 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 14 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 15 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 16 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 18 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 180 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 20 r−ξ=0 r−ξ=0 RB work_7jtgrdqc4zeb7lul7vifzjglr4 180 21 L(y L(y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 23 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 25 π π NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 27 ξ ξ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 180 29 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 30 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 180 31 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 180 32 9 9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 180 33 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 180 34 223 223 CD work_7jtgrdqc4zeb7lul7vifzjglr4 180 35 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 180 36 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 37 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 38 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 180 39 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 180 40 property property NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 41 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 180 42 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 180 43 optimum optimum JJ work_7jtgrdqc4zeb7lul7vifzjglr4 180 44 value value NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 45 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 180 46 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 180 47 same same JJ work_7jtgrdqc4zeb7lul7vifzjglr4 180 48 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 180 49 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 180 50 optimum optimum NN work_7jtgrdqc4zeb7lul7vifzjglr4 180 51 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 180 52 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 180 53 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 181 1 7 7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 181 2 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 181 3 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 181 4 value value NN work_7jtgrdqc4zeb7lul7vifzjglr4 181 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 181 6 λ λ PRP work_7jtgrdqc4zeb7lul7vifzjglr4 181 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 182 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 182 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 182 3 because because IN work_7jtgrdqc4zeb7lul7vifzjglr4 182 4 whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 182 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 182 6 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 182 7 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 182 8 satisfied satisfied JJ work_7jtgrdqc4zeb7lul7vifzjglr4 182 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 182 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 182 11 terms term NNS work_7jtgrdqc4zeb7lul7vifzjglr4 182 12 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 182 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 182 14 Lagrangian Lagrangian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 182 15 involving involve VBG work_7jtgrdqc4zeb7lul7vifzjglr4 182 16 λ λ PRP work_7jtgrdqc4zeb7lul7vifzjglr4 182 17 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 182 18 zero zero CD work_7jtgrdqc4zeb7lul7vifzjglr4 182 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 183 1 If if IN work_7jtgrdqc4zeb7lul7vifzjglr4 183 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 183 3 remove remove VBP work_7jtgrdqc4zeb7lul7vifzjglr4 183 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 183 5 subtree subtree NN work_7jtgrdqc4zeb7lul7vifzjglr4 183 6 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 183 7 straints straint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 183 8 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 183 9 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 183 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 184 1 9 9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 184 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 184 3 obtain obtain VBP work_7jtgrdqc4zeb7lul7vifzjglr4 184 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 184 5 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 184 6 objective objective NN work_7jtgrdqc4zeb7lul7vifzjglr4 184 7 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 184 8 D(λ d(λ CD work_7jtgrdqc4zeb7lul7vifzjglr4 184 9 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 184 10 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 184 11 max max NNP work_7jtgrdqc4zeb7lul7vifzjglr4 184 12 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 184 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 184 14 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 184 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 184 16 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 184 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 184 18 ξ≥0 ξ≥0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 184 19 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 184 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 185 1 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 3 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 5 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 7 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 8 L(y L(y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 10 z z NN work_7jtgrdqc4zeb7lul7vifzjglr4 185 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 12 π π NN work_7jtgrdqc4zeb7lul7vifzjglr4 185 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 14 ξ ξ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 185 16 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 17 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 185 18 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 185 19 10 10 CD work_7jtgrdqc4zeb7lul7vifzjglr4 185 20 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 185 21 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 185 22 max max NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 23 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 24 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 185 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 186 1 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 2 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 186 3 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 4 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 186 6 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 7 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 186 8 + + CC work_7jtgrdqc4zeb7lul7vifzjglr4 186 9 c c NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 10 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 186 11 y y NN work_7jtgrdqc4zeb7lul7vifzjglr4 186 12 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 186 13 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 14 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 186 15 + + SYM work_7jtgrdqc4zeb7lul7vifzjglr4 186 16 max max NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 17 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 186 19 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 20 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 186 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 187 1 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 3 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 5 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 6 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 7 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 8 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 10 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 12 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 187 13 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 14 −λ −λ CD work_7jtgrdqc4zeb7lul7vifzjglr4 187 15 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 187 16 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 187 17 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 19 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 21 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 22 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 24 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 187 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 187 26 r r LS work_7jtgrdqc4zeb7lul7vifzjglr4 187 27 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 28 + + SYM work_7jtgrdqc4zeb7lul7vifzjglr4 187 29 max max NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 30 ξ≥0 ξ≥0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 31 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 32 −λ −λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 33 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 187 34 ξ ξ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 35 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 36 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 37 11 11 LS work_7jtgrdqc4zeb7lul7vifzjglr4 187 38 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 187 39 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 187 40 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 187 41 objective objective NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 42 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 187 43 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 187 44 upper upper JJ work_7jtgrdqc4zeb7lul7vifzjglr4 187 45 bound bound NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 46 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 187 47 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 187 48 opti- opti- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 49 mal mal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 187 50 value value NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 51 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 187 52 primal primal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 187 53 objective objective NN work_7jtgrdqc4zeb7lul7vifzjglr4 187 54 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 187 55 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 187 56 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 188 1 7 7 LS work_7jtgrdqc4zeb7lul7vifzjglr4 188 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 189 1 Thus thus RB work_7jtgrdqc4zeb7lul7vifzjglr4 189 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 189 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 189 4 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 189 5 interested interested JJ work_7jtgrdqc4zeb7lul7vifzjglr4 189 6 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 189 7 finding find VBG work_7jtgrdqc4zeb7lul7vifzjglr4 189 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 189 9 minimum minimum NN work_7jtgrdqc4zeb7lul7vifzjglr4 189 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 189 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 189 12 dual dual NN work_7jtgrdqc4zeb7lul7vifzjglr4 189 13 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 189 14 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 189 15 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 189 16 tighten tighten VB work_7jtgrdqc4zeb7lul7vifzjglr4 189 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 189 18 upper upper RB work_7jtgrdqc4zeb7lul7vifzjglr4 189 19 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 189 20 bound bind VBN work_7jtgrdqc4zeb7lul7vifzjglr4 189 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 190 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 190 2 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 190 3 solve solve VB work_7jtgrdqc4zeb7lul7vifzjglr4 190 4 min min NNP work_7jtgrdqc4zeb7lul7vifzjglr4 190 5 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 190 6 D(λ d(λ CD work_7jtgrdqc4zeb7lul7vifzjglr4 190 7 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 190 8 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 190 9 12 12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 190 10 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 190 11 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 190 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 190 13 subgradient subgradient NN work_7jtgrdqc4zeb7lul7vifzjglr4 190 14 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 190 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 191 1 Algorithm Algorithm NNP work_7jtgrdqc4zeb7lul7vifzjglr4 191 2 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 191 3 presents present VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 191 4 pseudo pseudo NN work_7jtgrdqc4zeb7lul7vifzjglr4 191 5 - - NN work_7jtgrdqc4zeb7lul7vifzjglr4 191 6 code code NN work_7jtgrdqc4zeb7lul7vifzjglr4 191 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 192 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 192 2 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 192 3 takes take VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 192 4 advantage advantage NN work_7jtgrdqc4zeb7lul7vifzjglr4 192 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 192 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 192 7 decomposed decompose VBN work_7jtgrdqc4zeb7lul7vifzjglr4 192 8 form form NN work_7jtgrdqc4zeb7lul7vifzjglr4 192 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 192 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 192 11 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 192 12 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 192 13 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 192 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 193 1 11 11 CD work_7jtgrdqc4zeb7lul7vifzjglr4 193 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 193 3 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 193 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 193 5 have have VBP work_7jtgrdqc4zeb7lul7vifzjglr4 193 6 rewritten rewrite VBN work_7jtgrdqc4zeb7lul7vifzjglr4 193 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 193 8 Lagrangian Lagrangian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 193 9 such such JJ work_7jtgrdqc4zeb7lul7vifzjglr4 193 10 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 193 11 syntac- syntac- RB work_7jtgrdqc4zeb7lul7vifzjglr4 193 12 tic tic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 193 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 193 14 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 193 15 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 193 16 appear appear VBP work_7jtgrdqc4zeb7lul7vifzjglr4 193 17 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 193 18 separate separate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 193 19 terms term NNS work_7jtgrdqc4zeb7lul7vifzjglr4 193 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 194 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 194 2 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 194 3 allow allow VB work_7jtgrdqc4zeb7lul7vifzjglr4 194 4 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 194 5 compute compute VB work_7jtgrdqc4zeb7lul7vifzjglr4 194 6 subgradients subgradient NNS work_7jtgrdqc4zeb7lul7vifzjglr4 194 7 efficiently efficiently RB work_7jtgrdqc4zeb7lul7vifzjglr4 194 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 195 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 195 2 particular particular JJ work_7jtgrdqc4zeb7lul7vifzjglr4 195 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 195 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 195 5 subgradient subgradient NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 195 7 D d NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 8 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 195 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 195 10 point point NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 11 λ λ NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 12 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 195 13 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 195 14 ∆(λ ∆(λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 15 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 195 16 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 195 17 c c NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 18 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 195 19 ŷ ŷ ADD work_7jtgrdqc4zeb7lul7vifzjglr4 195 20 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 21 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 195 22 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 195 24 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 195 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 195 26 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 27 π̂p π̂p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 195 29 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 195 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 195 31 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 32 − − NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 33 ξ̂ ξ̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 34 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 195 35 13 13 CD work_7jtgrdqc4zeb7lul7vifzjglr4 195 36 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 195 37 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 195 38 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 39 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 195 40 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 41 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 42 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 195 43 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 196 1 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 2 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 196 3 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 4 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 196 6 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 7 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 196 8 + + CC work_7jtgrdqc4zeb7lul7vifzjglr4 196 9 c c NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 10 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 196 11 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 12 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 196 13 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 14 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 196 15 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 196 16 14 14 CD work_7jtgrdqc4zeb7lul7vifzjglr4 196 17 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 196 18 ẑ,π̂ ẑ,π̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 19 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 196 20 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 21 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 196 23 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 24 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 196 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 197 1 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 3 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 5 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 6 s s POS work_7jtgrdqc4zeb7lul7vifzjglr4 197 7 srl(x srl(x NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 9 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 11 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 197 12 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 197 13 −λ −λ CD work_7jtgrdqc4zeb7lul7vifzjglr4 197 14 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 197 15 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 197 16 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 18 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 20 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 21 πp πp NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 23 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 197 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 197 25 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 26 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 197 27 15 15 CD work_7jtgrdqc4zeb7lul7vifzjglr4 197 28 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 197 29 ξ̂ ξ̂ ADD work_7jtgrdqc4zeb7lul7vifzjglr4 197 30 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 197 31 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 32 ξ≥0 ξ≥0 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 33 −λ −λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 34 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 197 35 ξ ξ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 36 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 197 37 16 16 CD work_7jtgrdqc4zeb7lul7vifzjglr4 197 38 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 197 39 Whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 197 40 π̂ π̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 41 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 197 42 consistent consistent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 197 43 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 197 44 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 197 45 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 197 46 subgradient subgradient NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 47 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 197 48 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 197 49 zero zero CD work_7jtgrdqc4zeb7lul7vifzjglr4 197 50 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 197 51 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 197 52 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 197 53 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 197 54 converge converge VB work_7jtgrdqc4zeb7lul7vifzjglr4 197 55 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 198 1 When when WRB work_7jtgrdqc4zeb7lul7vifzjglr4 198 2 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 198 3 π̂ π̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 4 contain contain VBP work_7jtgrdqc4zeb7lul7vifzjglr4 198 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 6 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 7 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 8 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 10 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 12 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 13 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 14 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 198 15 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 198 16 in- in- RB work_7jtgrdqc4zeb7lul7vifzjglr4 198 17 consistent consistent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 198 18 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 198 19 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 22 associated associate VBN work_7jtgrdqc4zeb7lul7vifzjglr4 198 23 dual dual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 24 λh λh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 26 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 28 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 29 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 198 30 in- in- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 198 31 crease crease VB work_7jtgrdqc4zeb7lul7vifzjglr4 198 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 33 hence hence RB work_7jtgrdqc4zeb7lul7vifzjglr4 198 34 lowering lower VBG work_7jtgrdqc4zeb7lul7vifzjglr4 198 35 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 36 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 37 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 198 38 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 39 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 198 40 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 198 41 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 198 42 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 43 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 44 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 45 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 46 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 47 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 48 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 49 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 198 50 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 51 next next JJ work_7jtgrdqc4zeb7lul7vifzjglr4 198 52 iteration iteration NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 53 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 198 54 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 198 55 same same JJ work_7jtgrdqc4zeb7lul7vifzjglr4 198 56 time time NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 57 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 58 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 59 to- to- XX work_7jtgrdqc4zeb7lul7vifzjglr4 198 60 tal tal NNP work_7jtgrdqc4zeb7lul7vifzjglr4 198 61 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 62 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 198 63 that that DT work_7jtgrdqc4zeb7lul7vifzjglr4 198 64 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 65 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 198 66 increase increase VB work_7jtgrdqc4zeb7lul7vifzjglr4 198 67 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 198 68 favoring favor VBG work_7jtgrdqc4zeb7lul7vifzjglr4 198 69 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 198 70 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 198 71 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 198 72 alternative alternative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 198 73 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 198 74 ŷ. ŷ. ADD work_7jtgrdqc4zeb7lul7vifzjglr4 199 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 199 2 Algorithm Algorithm NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 3 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 199 4 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 199 5 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 6 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 199 7 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 8 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 9 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 199 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 199 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 13 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 14 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 199 15 Input input NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 16 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 199 17 x x NNS work_7jtgrdqc4zeb7lul7vifzjglr4 199 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 199 19 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 199 20 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 21 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 199 22 T t NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 199 24 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 199 26 iterations iteration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 199 27 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 199 28 Output output NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 29 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 199 30 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 31 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 199 32 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 33 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 199 34 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 35 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 199 36 ẑ ẑ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 37 Notation Notation NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 38 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 199 39 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 199 40 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 199 41 cSem= cSem= . work_7jtgrdqc4zeb7lul7vifzjglr4 199 42 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 43 ∧ ∧ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 44 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 45 ∧ ∧ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 46 cPath cPath NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 47 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 199 48 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 199 49 λ1 λ1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 50 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 199 51 0 0 NFP work_7jtgrdqc4zeb7lul7vifzjglr4 199 52 # # $ work_7jtgrdqc4zeb7lul7vifzjglr4 199 53 initialize initialize VBP work_7jtgrdqc4zeb7lul7vifzjglr4 199 54 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 55 variables variable NNS work_7jtgrdqc4zeb7lul7vifzjglr4 199 56 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 199 57 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 199 58 c c NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 59 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 199 60 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 199 61 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 199 62 distinct distinct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 199 63 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 64 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 65 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 199 66 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 67 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 199 68 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 69 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 70 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 199 71 x x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 72 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 199 73 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 199 74 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 199 75 t t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 199 76 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 199 77 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 199 78 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 200 1 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 201 1 .T .T NFP work_7jtgrdqc4zeb7lul7vifzjglr4 201 2 do do VB work_7jtgrdqc4zeb7lul7vifzjglr4 201 3 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 201 4 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 201 5 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 201 6 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 201 7 argmaxy argmaxy NNP work_7jtgrdqc4zeb7lul7vifzjglr4 201 8 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 201 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 202 1 cTree cTree NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 2 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 202 3 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 4 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 202 6 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 7 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 202 8 + + CC work_7jtgrdqc4zeb7lul7vifzjglr4 202 9 c c NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 10 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 202 11 λt λt NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 12 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 202 13 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 14 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 202 15 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 202 16 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 202 17 ẑ,π̂ ẑ,π̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 18 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 202 19 argmax argmax NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 20 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 202 22 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 23 s.t s.t NNP work_7jtgrdqc4zeb7lul7vifzjglr4 202 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 203 1 cSem cSem NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 2 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 203 3 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 4 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 6 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 8 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 203 9 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 203 10 −λt −λt CD work_7jtgrdqc4zeb7lul7vifzjglr4 203 11 · · NFP work_7jtgrdqc4zeb7lul7vifzjglr4 203 12 ∑ ∑ NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 13 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 15 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 17 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 18 π π NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 19 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 21 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 23 r r NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 24 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 203 25 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 203 26 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 203 27 λt+1 λt+1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 28 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 203 29 λt λt NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 30 # # $ work_7jtgrdqc4zeb7lul7vifzjglr4 203 31 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 203 32 variables variable NNS work_7jtgrdqc4zeb7lul7vifzjglr4 203 33 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 203 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 203 35 next next JJ work_7jtgrdqc4zeb7lul7vifzjglr4 203 36 iteration iteration NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 37 7 7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 203 38 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 203 39 Set Set NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 40 αt αt XX work_7jtgrdqc4zeb7lul7vifzjglr4 203 41 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 42 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 203 43 step step NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 44 size size NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 45 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 203 46 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 203 47 current current JJ work_7jtgrdqc4zeb7lul7vifzjglr4 203 48 iteration iteration NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 49 8 8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 203 50 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 203 51 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 203 52 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 203 53 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 54 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 55 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 56 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 57 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 58 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 59 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 60 do do VB work_7jtgrdqc4zeb7lul7vifzjglr4 203 61 9 9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 203 62 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 203 63 q q NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 64 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 203 65 ∑ ∑ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 66 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 67 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 68 a a NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 69 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 70 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 71 π̂ π̂ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 72 p p NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 73 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 74 a a NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 75 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 76 r r NNP work_7jtgrdqc4zeb7lul7vifzjglr4 203 77 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 78 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 79 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 80 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 203 81 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 82 # # NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 83 num num NN work_7jtgrdqc4zeb7lul7vifzjglr4 203 84 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 204 1 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 204 2 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 204 3 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 4 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 6 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 8 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 9 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 10 10 10 CD work_7jtgrdqc4zeb7lul7vifzjglr4 204 11 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 204 12 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 13 q q NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 14 > > NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 15 0 0 CD work_7jtgrdqc4zeb7lul7vifzjglr4 204 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 204 17 ŷh ŷh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 19 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 21 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 22 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 204 23 0 0 NFP work_7jtgrdqc4zeb7lul7vifzjglr4 204 24 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 204 25 11 11 CD work_7jtgrdqc4zeb7lul7vifzjglr4 204 26 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 204 27 λt+1h λt+1h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 29 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 31 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 32 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 204 33 λ λ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 34 t+1 t+1 NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 35 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 37 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 39 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 40 + + CC work_7jtgrdqc4zeb7lul7vifzjglr4 204 41 αtq αtq JJ work_7jtgrdqc4zeb7lul7vifzjglr4 204 42 12 12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 204 43 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 204 44 break break VB work_7jtgrdqc4zeb7lul7vifzjglr4 204 45 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 46 λt+1 λt+1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 47 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 204 48 λt λt NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 49 # # NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 50 convergence convergence NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 51 13 13 CD work_7jtgrdqc4zeb7lul7vifzjglr4 204 52 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 204 53 return return NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 54 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 55 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 56 ẑ ẑ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 57 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 58 previous previous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 204 59 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 60 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 204 61 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 62 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 204 63 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 64 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 204 65 parameter parameter NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 66 αt αt XX work_7jtgrdqc4zeb7lul7vifzjglr4 204 67 controls control VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 204 68 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 204 69 size size NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 70 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 71 subgradient subgradient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 204 72 steps step NNS work_7jtgrdqc4zeb7lul7vifzjglr4 204 73 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 74 iteration iteration NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 75 t. t. NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 76 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 204 77 key key JJ work_7jtgrdqc4zeb7lul7vifzjglr4 204 78 point point NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 79 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 80 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 204 81 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 204 82 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 204 83 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 84 solutions solution NNS work_7jtgrdqc4zeb7lul7vifzjglr4 204 85 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 204 86 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 204 87 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 205 1 14 14 CD work_7jtgrdqc4zeb7lul7vifzjglr4 205 2 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 205 3 15 15 CD work_7jtgrdqc4zeb7lul7vifzjglr4 205 4 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 205 5 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 205 6 computed compute VBN work_7jtgrdqc4zeb7lul7vifzjglr4 205 7 efficiently efficiently RB work_7jtgrdqc4zeb7lul7vifzjglr4 205 8 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 205 9 sep- sep- DT work_7jtgrdqc4zeb7lul7vifzjglr4 205 10 arate arate NN work_7jtgrdqc4zeb7lul7vifzjglr4 205 11 processes process NNS work_7jtgrdqc4zeb7lul7vifzjglr4 205 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 206 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 206 2 particular particular JJ work_7jtgrdqc4zeb7lul7vifzjglr4 206 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 206 4 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 206 5 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 207 1 14 14 CD work_7jtgrdqc4zeb7lul7vifzjglr4 207 2 corresponds correspond NNS work_7jtgrdqc4zeb7lul7vifzjglr4 207 3 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 207 4 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 207 5 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 207 6 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 7 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 207 8 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 207 10 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 207 11 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 207 12 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 207 13 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 14 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 207 15 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 207 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 207 17 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 207 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 207 19 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 207 20 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 207 21 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 207 22 have have VBP work_7jtgrdqc4zeb7lul7vifzjglr4 207 23 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 207 24 additional additional JJ work_7jtgrdqc4zeb7lul7vifzjglr4 207 25 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 26 term term NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 27 c·λh c·λh JJ work_7jtgrdqc4zeb7lul7vifzjglr4 207 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 207 29 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 207 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 207 31 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 32 — — : work_7jtgrdqc4zeb7lul7vifzjglr4 207 33 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 207 34 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 207 35 experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 207 36 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 207 37 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 207 38 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 207 39 projected projected JJ work_7jtgrdqc4zeb7lul7vifzjglr4 207 40 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 41 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 207 42 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 43 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 207 44 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 207 45 Eisner eisner NN work_7jtgrdqc4zeb7lul7vifzjglr4 207 46 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 207 47 2000 2000 CD work_7jtgrdqc4zeb7lul7vifzjglr4 207 48 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 207 49 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 208 1 To to TO work_7jtgrdqc4zeb7lul7vifzjglr4 208 2 calculate calculate VB work_7jtgrdqc4zeb7lul7vifzjglr4 208 3 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 208 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 209 1 15 15 CD work_7jtgrdqc4zeb7lul7vifzjglr4 209 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 209 3 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 209 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 209 5 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 6 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 7 described describe VBN work_7jtgrdqc4zeb7lul7vifzjglr4 209 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 209 9 Section section NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 10 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 209 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 12 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 209 13 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 209 14 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 209 15 straight- straight- NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 16 forward forward RB work_7jtgrdqc4zeb7lul7vifzjglr4 209 17 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 209 18 introduce introduce VB work_7jtgrdqc4zeb7lul7vifzjglr4 209 19 additional additional JJ work_7jtgrdqc4zeb7lul7vifzjglr4 209 20 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 21 terms term NNS work_7jtgrdqc4zeb7lul7vifzjglr4 209 22 −λh −λh CD work_7jtgrdqc4zeb7lul7vifzjglr4 209 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 24 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 26 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 27 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 209 28 every every DT work_7jtgrdqc4zeb7lul7vifzjglr4 209 29 factor factor NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 30 πp πp VB work_7jtgrdqc4zeb7lul7vifzjglr4 209 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 32 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 209 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 34 rh rh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 209 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 36 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 209 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 209 38 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 209 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 210 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 210 2 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 210 3 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 210 4 shown show VBN work_7jtgrdqc4zeb7lul7vifzjglr4 210 5 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 210 6 whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 210 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 210 8 subgradient subgradient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 210 9 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 210 10 converges converge NNS work_7jtgrdqc4zeb7lul7vifzjglr4 210 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 210 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 210 13 solutions solution NNS work_7jtgrdqc4zeb7lul7vifzjglr4 210 14 ŷ ŷ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 210 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 210 16 ẑ ẑ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 210 17 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 210 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 210 19 optimal optimal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 210 20 solutions solution NNS work_7jtgrdqc4zeb7lul7vifzjglr4 210 21 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 210 22 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 210 23 original original JJ work_7jtgrdqc4zeb7lul7vifzjglr4 210 24 prob- prob- NN work_7jtgrdqc4zeb7lul7vifzjglr4 210 25 lem lem XX work_7jtgrdqc4zeb7lul7vifzjglr4 210 26 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 210 27 Eq Eq NNP work_7jtgrdqc4zeb7lul7vifzjglr4 210 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 211 1 4 4 LS work_7jtgrdqc4zeb7lul7vifzjglr4 211 2 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 211 3 see see VB work_7jtgrdqc4zeb7lul7vifzjglr4 211 4 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 211 5 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 211 6 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 211 7 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 211 8 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 211 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 211 10 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 211 11 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 211 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 211 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 211 14 justifi- justifi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 211 15 cation cation NN work_7jtgrdqc4zeb7lul7vifzjglr4 211 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 211 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 212 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 212 2 practice practice NN work_7jtgrdqc4zeb7lul7vifzjglr4 212 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 212 4 run run VBP work_7jtgrdqc4zeb7lul7vifzjglr4 212 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 212 6 subgradient subgradient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 212 7 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 212 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 212 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 212 10 maximum maximum JJ work_7jtgrdqc4zeb7lul7vifzjglr4 212 11 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 212 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 212 13 iterations iteration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 212 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 212 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 212 16 return return VB work_7jtgrdqc4zeb7lul7vifzjglr4 212 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 212 18 solutions solution NNS work_7jtgrdqc4zeb7lul7vifzjglr4 212 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 212 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 212 21 last last JJ work_7jtgrdqc4zeb7lul7vifzjglr4 212 22 iteration iteration NN work_7jtgrdqc4zeb7lul7vifzjglr4 212 23 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 212 24 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 212 25 does do VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 212 26 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 212 27 converge converge VB work_7jtgrdqc4zeb7lul7vifzjglr4 212 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 213 1 5 5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 213 2 Related related JJ work_7jtgrdqc4zeb7lul7vifzjglr4 213 3 Work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 213 4 Recently recently RB work_7jtgrdqc4zeb7lul7vifzjglr4 213 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 213 6 there there EX work_7jtgrdqc4zeb7lul7vifzjglr4 213 7 have have VBP work_7jtgrdqc4zeb7lul7vifzjglr4 213 8 been be VBN work_7jtgrdqc4zeb7lul7vifzjglr4 213 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 213 10 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 213 11 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 12 approaches approach NNS work_7jtgrdqc4zeb7lul7vifzjglr4 213 13 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 14 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 213 15 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 213 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 17 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 213 18 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 213 19 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 213 20 dependen- dependen- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 213 21 cies cie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 213 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 213 23 partly partly RB work_7jtgrdqc4zeb7lul7vifzjglr4 213 24 because because IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 26 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 213 27 availability availability NN work_7jtgrdqc4zeb7lul7vifzjglr4 213 28 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 29 treebanks treebank NNS work_7jtgrdqc4zeb7lul7vifzjglr4 213 30 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 31 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 213 32 format format NN work_7jtgrdqc4zeb7lul7vifzjglr4 213 33 popularized popularize VBN work_7jtgrdqc4zeb7lul7vifzjglr4 213 34 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 213 35 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 213 36 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 37 shared share VBN work_7jtgrdqc4zeb7lul7vifzjglr4 213 38 tasks task NNS work_7jtgrdqc4zeb7lul7vifzjglr4 213 39 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 213 40 Surdeanu Surdeanu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 41 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 213 42 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 43 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 44 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 213 45 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 213 46 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 213 47 Hajič hajič UH work_7jtgrdqc4zeb7lul7vifzjglr4 213 48 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 49 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 50 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 213 51 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 213 52 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 213 53 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 213 54 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 214 1 Like like IN work_7jtgrdqc4zeb7lul7vifzjglr4 214 2 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 214 3 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 214 4 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 214 6 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 214 7 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 214 8 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 214 9 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 214 10 defined define VBD work_7jtgrdqc4zeb7lul7vifzjglr4 214 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 214 12 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 13 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 214 14 exploits exploit VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 214 15 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 214 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 214 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 214 18 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 214 19 depen- depen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 20 224 224 CD work_7jtgrdqc4zeb7lul7vifzjglr4 214 21 dency dency NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 22 together together RB work_7jtgrdqc4zeb7lul7vifzjglr4 214 23 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 214 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 214 25 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 214 26 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 27 connecting connect VBG work_7jtgrdqc4zeb7lul7vifzjglr4 214 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 214 29 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 30 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 214 31 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 214 32 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 214 33 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 215 1 That that DT work_7jtgrdqc4zeb7lul7vifzjglr4 215 2 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 215 3 uses use VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 215 4 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 215 5 approximate approximate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 215 6 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 215 7 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 215 8 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 215 9 employs employ VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 215 10 k k LS work_7jtgrdqc4zeb7lul7vifzjglr4 215 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 215 12 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 215 13 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 215 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 215 15 beam beam NN work_7jtgrdqc4zeb7lul7vifzjglr4 215 16 search search NN work_7jtgrdqc4zeb7lul7vifzjglr4 215 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 216 1 Similarly similarly RB work_7jtgrdqc4zeb7lul7vifzjglr4 216 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 216 3 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 216 4 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 216 5 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 216 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 217 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 217 2 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 217 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 217 4 defined define VBD work_7jtgrdqc4zeb7lul7vifzjglr4 217 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 217 6 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 217 7 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 8 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 217 9 forces force VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 217 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 217 11 predi- predi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 12 cate cate NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 13 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 14 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 217 15 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 217 16 represented represent VBN work_7jtgrdqc4zeb7lul7vifzjglr4 217 17 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 217 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 217 19 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 217 20 de- de- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 217 21 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 22 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 217 24 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 217 25 enriching enrich VBG work_7jtgrdqc4zeb7lul7vifzjglr4 217 26 arcs arc NNS work_7jtgrdqc4zeb7lul7vifzjglr4 217 27 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 217 28 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 217 29 in- in- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 217 30 formation formation NN work_7jtgrdqc4zeb7lul7vifzjglr4 217 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 218 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 218 2 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 218 3 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 218 4 uses use VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 218 5 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 218 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 218 7 pre pre JJ work_7jtgrdqc4zeb7lul7vifzjglr4 218 8 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 218 9 computed computed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 218 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 218 11 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 218 12 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 218 13 may may MD work_7jtgrdqc4zeb7lul7vifzjglr4 218 14 diverge diverge VB work_7jtgrdqc4zeb7lul7vifzjglr4 218 15 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 218 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 218 17 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 218 18 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 218 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 219 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 219 2 contrast contrast NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 219 4 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 219 5 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 219 6 pars- pars- NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 7 ing ing NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 8 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 9 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 219 10 exact exact JJ work_7jtgrdqc4zeb7lul7vifzjglr4 219 11 whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 219 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 219 13 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 219 14 decomposi- decomposi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 15 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 16 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 219 17 converges converge NNS work_7jtgrdqc4zeb7lul7vifzjglr4 219 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 220 1 Titov Titov NNP work_7jtgrdqc4zeb7lul7vifzjglr4 220 2 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 220 3 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 220 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 221 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 221 2 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 221 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 221 4 augmented augment VBD work_7jtgrdqc4zeb7lul7vifzjglr4 221 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 221 6 transition transition NN work_7jtgrdqc4zeb7lul7vifzjglr4 221 7 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 221 8 based base VBN work_7jtgrdqc4zeb7lul7vifzjglr4 221 9 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 221 10 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 221 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 221 12 operations operation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 221 13 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 221 14 produce produce VBP work_7jtgrdqc4zeb7lul7vifzjglr4 221 15 synchronous synchronous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 221 16 derivations derivation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 221 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 221 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 221 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 221 20 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 221 21 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 221 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 222 1 Instead instead RB work_7jtgrdqc4zeb7lul7vifzjglr4 222 2 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 222 3 explicitly explicitly RB work_7jtgrdqc4zeb7lul7vifzjglr4 222 4 representing represent VBG work_7jtgrdqc4zeb7lul7vifzjglr4 222 5 seman- seman- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 222 6 tic tic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 222 7 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 222 8 together together RB work_7jtgrdqc4zeb7lul7vifzjglr4 222 9 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 222 10 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 222 11 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 222 12 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 222 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 222 14 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 222 15 induce induce VBP work_7jtgrdqc4zeb7lul7vifzjglr4 222 16 latent latent NN work_7jtgrdqc4zeb7lul7vifzjglr4 222 17 representations representation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 222 18 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 222 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 222 20 interactions interaction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 222 21 be- be- POS work_7jtgrdqc4zeb7lul7vifzjglr4 222 22 tween tween NN work_7jtgrdqc4zeb7lul7vifzjglr4 222 23 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 222 24 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 222 25 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 222 26 layers layer NNS work_7jtgrdqc4zeb7lul7vifzjglr4 222 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 223 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 223 2 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 223 3 works work NNS work_7jtgrdqc4zeb7lul7vifzjglr4 223 4 mentioned mention VBD work_7jtgrdqc4zeb7lul7vifzjglr4 223 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 223 6 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 223 7 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 223 8 no no DT work_7jtgrdqc4zeb7lul7vifzjglr4 223 9 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 223 10 trol trol NN work_7jtgrdqc4zeb7lul7vifzjglr4 223 11 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 223 12 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 223 13 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 223 14 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 223 15 disallow disallow VBP work_7jtgrdqc4zeb7lul7vifzjglr4 223 16 label- label- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 223 17 ing e VBG work_7jtgrdqc4zeb7lul7vifzjglr4 223 18 multiple multiple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 223 19 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 223 20 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 223 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 223 22 same same JJ work_7jtgrdqc4zeb7lul7vifzjglr4 223 23 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 223 24 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 223 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 224 1 Punyakanok Punyakanok NNP work_7jtgrdqc4zeb7lul7vifzjglr4 224 2 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 224 3 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 224 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 225 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 225 2 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 225 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 225 4 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 225 5 introduced introduce VBD work_7jtgrdqc4zeb7lul7vifzjglr4 225 6 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 225 7 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 225 8 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 225 9 explicitly explicitly RB work_7jtgrdqc4zeb7lul7vifzjglr4 225 10 controls control VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 225 11 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 225 12 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 225 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 225 14 as as RB work_7jtgrdqc4zeb7lul7vifzjglr4 225 15 well well RB work_7jtgrdqc4zeb7lul7vifzjglr4 225 16 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 225 17 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 225 18 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 225 19 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 225 20 look look VBP work_7jtgrdqc4zeb7lul7vifzjglr4 225 21 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 225 22 pairwise pairwise NN work_7jtgrdqc4zeb7lul7vifzjglr4 225 23 assignments assignment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 225 24 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 225 25 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 225 26 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 225 27 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 225 28 model model VB work_7jtgrdqc4zeb7lul7vifzjglr4 225 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 226 1 They -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 226 2 solve solve VBP work_7jtgrdqc4zeb7lul7vifzjglr4 226 3 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 226 4 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 226 5 general general JJ work_7jtgrdqc4zeb7lul7vifzjglr4 226 6 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 226 7 purpose purpose NN work_7jtgrdqc4zeb7lul7vifzjglr4 226 8 Integer Integer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 226 9 Linear Linear NNP work_7jtgrdqc4zeb7lul7vifzjglr4 226 10 Programming Programming NNP work_7jtgrdqc4zeb7lul7vifzjglr4 226 11 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 226 12 ILP ILP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 226 13 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 226 14 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 226 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 227 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 227 2 similar similar JJ work_7jtgrdqc4zeb7lul7vifzjglr4 227 3 spirit spirit NN work_7jtgrdqc4zeb7lul7vifzjglr4 227 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 227 5 Riedel Riedel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 227 6 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 227 7 McCallum McCallum NNP work_7jtgrdqc4zeb7lul7vifzjglr4 227 8 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 227 9 2011 2011 CD work_7jtgrdqc4zeb7lul7vifzjglr4 227 10 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 227 11 presented present VBD work_7jtgrdqc4zeb7lul7vifzjglr4 227 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 227 13 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 227 14 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 227 15 extracting extract VBG work_7jtgrdqc4zeb7lul7vifzjglr4 227 16 structured structured JJ work_7jtgrdqc4zeb7lul7vifzjglr4 227 17 events event NNS work_7jtgrdqc4zeb7lul7vifzjglr4 227 18 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 227 19 controls control VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 227 20 interactions interaction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 227 21 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 227 22 predicate- predicate- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 227 23 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 227 24 assignments assignment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 227 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 228 1 They -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 228 2 take take VBP work_7jtgrdqc4zeb7lul7vifzjglr4 228 3 into into IN work_7jtgrdqc4zeb7lul7vifzjglr4 228 4 account account NN work_7jtgrdqc4zeb7lul7vifzjglr4 228 5 pair- pair- NN work_7jtgrdqc4zeb7lul7vifzjglr4 228 6 wise wise JJ work_7jtgrdqc4zeb7lul7vifzjglr4 228 7 assignments assignment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 228 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 228 9 solve solve VB work_7jtgrdqc4zeb7lul7vifzjglr4 228 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 228 11 optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 228 12 prob- prob- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 228 13 lem lem XX work_7jtgrdqc4zeb7lul7vifzjglr4 228 14 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 228 15 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 228 16 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 228 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 229 1 More more RBR work_7jtgrdqc4zeb7lul7vifzjglr4 229 2 recently recently RB work_7jtgrdqc4zeb7lul7vifzjglr4 229 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 229 4 Das Das NNP work_7jtgrdqc4zeb7lul7vifzjglr4 229 5 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 229 6 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 229 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 230 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 230 2 2012 2012 CD work_7jtgrdqc4zeb7lul7vifzjglr4 230 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 230 4 proposed propose VBD work_7jtgrdqc4zeb7lul7vifzjglr4 230 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 230 6 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 230 7 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 230 8 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 230 9 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 230 10 deals deal VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 230 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 230 12 several several JJ work_7jtgrdqc4zeb7lul7vifzjglr4 230 13 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 230 14 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 230 15 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 230 16 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 230 17 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 230 18 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 230 19 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 230 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 231 1 Their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 231 2 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 231 3 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 231 4 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 231 5 alternative alternative NN work_7jtgrdqc4zeb7lul7vifzjglr4 231 6 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 231 7 general general JJ work_7jtgrdqc4zeb7lul7vifzjglr4 231 8 ILP ILP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 231 9 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 231 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 232 1 To to IN work_7jtgrdqc4zeb7lul7vifzjglr4 232 2 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 232 3 knowl- knowl- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 232 4 edge edge NN work_7jtgrdqc4zeb7lul7vifzjglr4 232 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 232 6 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 232 7 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 232 8 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 232 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 232 10 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 232 11 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 232 12 frames frame VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 232 13 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 232 14 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 232 15 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 232 16 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 232 17 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 232 18 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 232 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 232 20 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 232 21 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 232 22 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 232 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 232 24 exact exact JJ work_7jtgrdqc4zeb7lul7vifzjglr4 232 25 algo- algo- NN work_7jtgrdqc4zeb7lul7vifzjglr4 232 26 rithms rithms NNP work_7jtgrdqc4zeb7lul7vifzjglr4 232 27 exist exist VBP work_7jtgrdqc4zeb7lul7vifzjglr4 232 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 233 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 233 2 should should MD work_7jtgrdqc4zeb7lul7vifzjglr4 233 3 note note VB work_7jtgrdqc4zeb7lul7vifzjglr4 233 4 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 233 5 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 233 6 works work VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 233 7 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 8 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 9 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 233 10 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 11 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 233 12 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 233 13 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 14 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 15 straints straint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 233 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 233 17 but but CC work_7jtgrdqc4zeb7lul7vifzjglr4 233 18 none none NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 233 20 them -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 233 21 predicts predict VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 233 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 233 23 underlying underlying JJ work_7jtgrdqc4zeb7lul7vifzjglr4 233 24 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 233 25 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 233 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 234 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 234 2 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 234 3 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 234 4 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 234 5 follows follow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 234 6 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 234 7 that that DT work_7jtgrdqc4zeb7lul7vifzjglr4 234 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 234 9 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 234 10 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 234 11 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 234 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 235 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 235 2 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 235 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 235 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 236 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 236 2 both both DT work_7jtgrdqc4zeb7lul7vifzjglr4 236 3 cases case NNS work_7jtgrdqc4zeb7lul7vifzjglr4 236 4 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 236 5 separate separate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 236 6 pro- pro- NN work_7jtgrdqc4zeb7lul7vifzjglr4 236 7 cesses cesse NNS work_7jtgrdqc4zeb7lul7vifzjglr4 236 8 predict predict VB work_7jtgrdqc4zeb7lul7vifzjglr4 236 9 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 236 10 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 236 11 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 236 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 236 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 236 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 236 15 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 236 16 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 236 17 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 236 18 seeks seek VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 236 19 agreement agreement NN work_7jtgrdqc4zeb7lul7vifzjglr4 236 20 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 236 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 236 22 level level NN work_7jtgrdqc4zeb7lul7vifzjglr4 236 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 236 24 individual individual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 236 25 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 236 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 237 1 One one CD work_7jtgrdqc4zeb7lul7vifzjglr4 237 2 dif- dif- IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 3 ference ference NN work_7jtgrdqc4zeb7lul7vifzjglr4 237 4 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 237 5 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 6 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 237 7 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 237 8 process process NN work_7jtgrdqc4zeb7lul7vifzjglr4 237 9 predicts predict VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 237 10 partial partial JJ work_7jtgrdqc4zeb7lul7vifzjglr4 237 11 syntax syntax NN work_7jtgrdqc4zeb7lul7vifzjglr4 237 12 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 237 13 restricted restrict VBN work_7jtgrdqc4zeb7lul7vifzjglr4 237 14 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 15 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 237 16 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 237 17 connecting connect VBG work_7jtgrdqc4zeb7lul7vifzjglr4 237 18 pred- pred- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 237 19 icates icate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 237 20 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 237 21 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 237 22 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 237 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 237 24 while while IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 25 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 26 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 237 27 case case NN work_7jtgrdqc4zeb7lul7vifzjglr4 237 28 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 237 29 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 30 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 237 31 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 237 32 processes process NNS work_7jtgrdqc4zeb7lul7vifzjglr4 237 33 predicts predict VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 237 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 237 35 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 237 36 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 237 37 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 237 38 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 237 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 238 1 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 238 2 Experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 238 3 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 238 4 present present VBP work_7jtgrdqc4zeb7lul7vifzjglr4 238 5 experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 238 6 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 238 7 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 238 8 syntactic- syntactic- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 238 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 238 10 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 238 11 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 238 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 238 13 CoNLL-2009 CoNLL-2009 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 14 Shared Shared NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 15 Task Task NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 16 English English NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 17 benchmark benchmark NN work_7jtgrdqc4zeb7lul7vifzjglr4 238 18 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 238 19 Hajič hajič UH work_7jtgrdqc4zeb7lul7vifzjglr4 238 20 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 21 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 22 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 238 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 238 24 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 238 25 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 238 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 239 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 239 2 consists consist VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 239 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 239 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 239 5 usual usual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 239 6 WSJ WSJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 7 training training NN work_7jtgrdqc4zeb7lul7vifzjglr4 239 8 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 239 9 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 239 10 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 239 11 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 239 12 sections section NNS work_7jtgrdqc4zeb7lul7vifzjglr4 239 13 mapped map VBN work_7jtgrdqc4zeb7lul7vifzjglr4 239 14 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 239 15 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 239 16 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 239 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 239 18 augmented augment VBN work_7jtgrdqc4zeb7lul7vifzjglr4 239 19 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 239 20 se- se- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 21 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 239 22 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 239 23 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 239 24 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 239 25 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 239 26 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 239 27 PropBank PropBank NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 28 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 239 29 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 30 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 31 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 32 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 239 34 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 239 35 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 239 36 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 239 37 NomBank NomBank NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 38 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 239 39 Meyers Meyers NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 40 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 41 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 42 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 239 43 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 239 44 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 239 45 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 239 46 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 239 47 represented represent VBN work_7jtgrdqc4zeb7lul7vifzjglr4 239 48 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 239 49 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 239 50 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 240 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 240 2 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 240 3 con- con- VBP work_7jtgrdqc4zeb7lul7vifzjglr4 240 4 tains tain VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 240 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 240 6 PropBanked PropBanked NNP work_7jtgrdqc4zeb7lul7vifzjglr4 240 7 portion portion NN work_7jtgrdqc4zeb7lul7vifzjglr4 240 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 240 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 240 10 Brown Brown NNP work_7jtgrdqc4zeb7lul7vifzjglr4 240 11 corpus corpus NN work_7jtgrdqc4zeb7lul7vifzjglr4 240 12 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 240 13 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 240 14 out out JJ work_7jtgrdqc4zeb7lul7vifzjglr4 240 15 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 240 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 240 17 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 240 18 domain domain NN work_7jtgrdqc4zeb7lul7vifzjglr4 240 19 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 240 20 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 240 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 241 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 241 2 goal goal NN work_7jtgrdqc4zeb7lul7vifzjglr4 241 3 was be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 241 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 241 5 evaluate evaluate VB work_7jtgrdqc4zeb7lul7vifzjglr4 241 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 241 7 contributions contribution NNS work_7jtgrdqc4zeb7lul7vifzjglr4 241 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 241 9 pars- pars- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 241 10 ing ing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 241 11 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 241 12 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 241 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 241 14 following following JJ work_7jtgrdqc4zeb7lul7vifzjglr4 241 15 configurations configuration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 241 16 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 241 17 Base Base NNP work_7jtgrdqc4zeb7lul7vifzjglr4 241 18 Pipeline Pipeline NNP work_7jtgrdqc4zeb7lul7vifzjglr4 241 19 Runs run VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 241 20 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 241 21 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 241 22 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 241 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 241 24 then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 241 25 runs run VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 241 26 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 241 27 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 241 28 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 241 29 constrained constrain VBN work_7jtgrdqc4zeb7lul7vifzjglr4 241 30 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 241 31 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 241 32 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 241 33 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 241 34 best well RBS work_7jtgrdqc4zeb7lul7vifzjglr4 241 35 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 241 36 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 241 37 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 242 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 242 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 242 3 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 242 4 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 242 5 only only RB work_7jtgrdqc4zeb7lul7vifzjglr4 242 6 enforces enforce VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 242 7 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 242 8 straint straint NN work_7jtgrdqc4zeb7lul7vifzjglr4 242 9 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 242 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 242 11 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 242 12 simply simply RB work_7jtgrdqc4zeb7lul7vifzjglr4 242 13 classifying classify VBG work_7jtgrdqc4zeb7lul7vifzjglr4 242 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 242 15 candi- candi- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 242 16 date date NN work_7jtgrdqc4zeb7lul7vifzjglr4 242 17 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 242 18 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 242 19 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 242 20 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 242 21 into into IN work_7jtgrdqc4zeb7lul7vifzjglr4 242 22 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 242 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 242 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 242 25 pos- pos- XX work_7jtgrdqc4zeb7lul7vifzjglr4 242 26 sible sible JJ work_7jtgrdqc4zeb7lul7vifzjglr4 242 27 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 242 28 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 242 29 or or CC work_7jtgrdqc4zeb7lul7vifzjglr4 242 30 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 242 31 NULL NULL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 242 32 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 243 1 Pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 243 2 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 243 3 Assignment Assignment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 243 4 Runs run VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 243 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 243 6 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 243 7 al- al- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 243 8 gorithm gorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 243 9 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 243 10 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 243 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 243 12 enforcing enforce VBG work_7jtgrdqc4zeb7lul7vifzjglr4 243 13 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 243 14 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 243 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 243 16 cArg cArg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 243 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 243 18 but but CC work_7jtgrdqc4zeb7lul7vifzjglr4 243 19 constrained constrain VBD work_7jtgrdqc4zeb7lul7vifzjglr4 243 20 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 243 21 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 243 22 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 243 23 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 243 24 best well RBS work_7jtgrdqc4zeb7lul7vifzjglr4 243 25 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 243 26 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 243 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 244 1 Forest forest NN work_7jtgrdqc4zeb7lul7vifzjglr4 244 2 Runs run VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 244 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 244 4 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 244 5 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 244 6 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 244 7 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 244 8 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 244 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 244 10 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 244 11 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 244 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 244 13 precomputed precomputed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 244 14 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 244 15 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 244 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 244 17 de- de- RB work_7jtgrdqc4zeb7lul7vifzjglr4 244 18 scribed scribe VBN work_7jtgrdqc4zeb7lul7vifzjglr4 244 19 below below RB work_7jtgrdqc4zeb7lul7vifzjglr4 244 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 245 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 245 2 configuration configuration NN work_7jtgrdqc4zeb7lul7vifzjglr4 245 3 corresponds correspond VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 245 4 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 245 5 running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 245 6 Dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 245 7 Decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 245 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 245 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 245 10 single single JJ work_7jtgrdqc4zeb7lul7vifzjglr4 245 11 it- it- NN work_7jtgrdqc4zeb7lul7vifzjglr4 245 12 eration eration NN work_7jtgrdqc4zeb7lul7vifzjglr4 245 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 245 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 245 15 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 245 16 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 245 17 guaranteed guarantee VBN work_7jtgrdqc4zeb7lul7vifzjglr4 245 18 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 245 19 predict predict VB work_7jtgrdqc4zeb7lul7vifzjglr4 245 20 consis- consis- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 245 21 tent tent NNP work_7jtgrdqc4zeb7lul7vifzjglr4 245 22 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 245 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 245 24 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 245 25 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 245 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 246 1 Dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 246 2 Decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 246 3 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 246 4 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 246 5 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 246 6 Runs run VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 246 7 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 246 8 decomposi- decomposi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 246 9 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 246 10 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 246 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 246 12 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 246 13 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 246 14 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 246 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 246 16 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 246 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 246 18 precomputed precomputed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 246 19 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 246 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 247 1 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 247 2 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 247 3 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 247 4 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 247 5 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 247 6 consistent consistent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 247 7 when when WRB work_7jtgrdqc4zeb7lul7vifzjglr4 247 8 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 247 9 reaches reach VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 247 10 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 247 11 vergence vergence NN work_7jtgrdqc4zeb7lul7vifzjglr4 247 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 248 1 All all DT work_7jtgrdqc4zeb7lul7vifzjglr4 248 2 four four CD work_7jtgrdqc4zeb7lul7vifzjglr4 248 3 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 248 4 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 248 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 248 6 same same JJ work_7jtgrdqc4zeb7lul7vifzjglr4 248 7 type type NN work_7jtgrdqc4zeb7lul7vifzjglr4 248 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 248 9 discrimina- discrimina- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 248 10 tive tive JJ work_7jtgrdqc4zeb7lul7vifzjglr4 248 11 scorers scorer NNS work_7jtgrdqc4zeb7lul7vifzjglr4 248 12 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 248 13 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 248 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 249 1 Next next RB work_7jtgrdqc4zeb7lul7vifzjglr4 249 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 249 3 provide provide VBP work_7jtgrdqc4zeb7lul7vifzjglr4 249 4 details detail NNS work_7jtgrdqc4zeb7lul7vifzjglr4 249 5 about about IN work_7jtgrdqc4zeb7lul7vifzjglr4 249 6 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 249 7 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 249 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 250 1 Then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 250 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 250 3 present present VBP work_7jtgrdqc4zeb7lul7vifzjglr4 250 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 250 5 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 250 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 251 1 6.1 6.1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 251 2 Implementation implementation NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 3 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 251 4 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 5 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 251 6 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 251 7 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 251 8 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 251 9 arc- arc- NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 10 factored factor VBN work_7jtgrdqc4zeb7lul7vifzjglr4 251 11 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 251 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 251 13 labeled labeled JJ work_7jtgrdqc4zeb7lul7vifzjglr4 251 14 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 15 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 16 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 251 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 251 18 225 225 CD work_7jtgrdqc4zeb7lul7vifzjglr4 251 19 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 251 20 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 251 21 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 22 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 251 24 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 251 25 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 251 26 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 251 27 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 251 28 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 29 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 251 30 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 251 31 grandchildren grandchild NNS work_7jtgrdqc4zeb7lul7vifzjglr4 251 32 interactions interaction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 251 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 251 34 both both DT work_7jtgrdqc4zeb7lul7vifzjglr4 251 35 reimplementations reimplementation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 251 36 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 251 37 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 251 38 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 251 39 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 251 40 McDonald McDonald NNP work_7jtgrdqc4zeb7lul7vifzjglr4 251 41 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 251 42 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 251 43 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 252 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 252 2 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 252 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 252 4 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 252 5 Car- Car- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 252 6 reras reras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 252 7 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 252 8 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 252 9 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 252 10 respectively respectively RB work_7jtgrdqc4zeb7lul7vifzjglr4 252 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 253 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 253 2 both both DT work_7jtgrdqc4zeb7lul7vifzjglr4 253 3 cases case NNS work_7jtgrdqc4zeb7lul7vifzjglr4 253 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 253 5 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 253 6 projective projective JJ work_7jtgrdqc4zeb7lul7vifzjglr4 253 7 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 253 8 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 253 9 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 253 10 based base VBN work_7jtgrdqc4zeb7lul7vifzjglr4 253 11 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 253 12 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 253 13 Eisner eisner NN work_7jtgrdqc4zeb7lul7vifzjglr4 253 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 253 15 2000).4 2000).4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 253 16 To to TO work_7jtgrdqc4zeb7lul7vifzjglr4 253 17 learn learn VB work_7jtgrdqc4zeb7lul7vifzjglr4 253 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 253 19 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 253 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 253 21 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 253 22 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 253 23 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 253 24 log log NN work_7jtgrdqc4zeb7lul7vifzjglr4 253 25 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 253 26 linear linear NN work_7jtgrdqc4zeb7lul7vifzjglr4 253 27 loss loss NN work_7jtgrdqc4zeb7lul7vifzjglr4 253 28 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 253 29 following follow VBG work_7jtgrdqc4zeb7lul7vifzjglr4 253 30 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 253 31 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 253 32 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 253 33 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 254 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 254 2 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 254 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 254 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 254 5 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 254 6 trains train VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 254 7 probabilistic probabilistic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 254 8 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 254 9 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 254 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 255 1 At at IN work_7jtgrdqc4zeb7lul7vifzjglr4 255 2 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 255 3 time time NN work_7jtgrdqc4zeb7lul7vifzjglr4 255 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 255 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 255 6 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 255 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 255 8 probabilistic probabilistic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 255 9 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 255 10 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 255 11 compute compute VB work_7jtgrdqc4zeb7lul7vifzjglr4 255 12 marginal marginal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 255 13 probabilities probability NNS work_7jtgrdqc4zeb7lul7vifzjglr4 255 14 p(h p(h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 255 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 255 16 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 255 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 255 18 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 255 19 | | NNP work_7jtgrdqc4zeb7lul7vifzjglr4 255 20 x x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 255 21 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 255 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 255 23 us- us- XX work_7jtgrdqc4zeb7lul7vifzjglr4 255 24 ing e VBG work_7jtgrdqc4zeb7lul7vifzjglr4 255 25 inside inside JJ work_7jtgrdqc4zeb7lul7vifzjglr4 255 26 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 255 27 outside outside NN work_7jtgrdqc4zeb7lul7vifzjglr4 255 28 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 255 29 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 255 30 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 255 31 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 255 32 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 255 33 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 255 34 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 255 35 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 255 36 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 256 1 Hence hence RB work_7jtgrdqc4zeb7lul7vifzjglr4 256 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 256 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 256 4 either either DT work_7jtgrdqc4zeb7lul7vifzjglr4 256 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 256 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 256 7 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 256 8 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 256 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 256 10 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 256 11 always always RB work_7jtgrdqc4zeb7lul7vifzjglr4 256 12 obtain obtain VBP work_7jtgrdqc4zeb7lul7vifzjglr4 256 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 256 14 table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 256 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 256 16 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 256 17 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 256 18 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 256 19 marginal marginal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 256 20 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 256 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 256 22 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 256 23 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 256 24 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 256 25 per per IN work_7jtgrdqc4zeb7lul7vifzjglr4 256 26 labeled labeled JJ work_7jtgrdqc4zeb7lul7vifzjglr4 256 27 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 256 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 257 1 Then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 257 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 257 3 run run VBP work_7jtgrdqc4zeb7lul7vifzjglr4 257 4 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 257 5 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 257 6 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 257 7 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 257 8 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 257 9 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 257 10 marginals marginal NNS work_7jtgrdqc4zeb7lul7vifzjglr4 257 11 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 257 12 ob- ob- XX work_7jtgrdqc4zeb7lul7vifzjglr4 257 13 tain tain VB work_7jtgrdqc4zeb7lul7vifzjglr4 257 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 257 15 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 257 16 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 257 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 258 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 258 2 found find VBD work_7jtgrdqc4zeb7lul7vifzjglr4 258 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 258 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 258 5 higher high JJR work_7jtgrdqc4zeb7lul7vifzjglr4 258 6 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 258 7 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 8 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 9 performed perform VBD work_7jtgrdqc4zeb7lul7vifzjglr4 258 10 equally equally RB work_7jtgrdqc4zeb7lul7vifzjglr4 258 11 well well RB work_7jtgrdqc4zeb7lul7vifzjglr4 258 12 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 258 13 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 14 us- us- XX work_7jtgrdqc4zeb7lul7vifzjglr4 258 15 ing e VBG work_7jtgrdqc4zeb7lul7vifzjglr4 258 16 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 258 17 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 18 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 258 19 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 258 20 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 258 21 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 258 22 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 23 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 24 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 258 25 predict predict VB work_7jtgrdqc4zeb7lul7vifzjglr4 258 26 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 258 27 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 258 28 since since IN work_7jtgrdqc4zeb7lul7vifzjglr4 258 29 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 258 30 run run VBP work_7jtgrdqc4zeb7lul7vifzjglr4 258 31 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 258 32 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 33 multiple multiple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 258 34 times time NNS work_7jtgrdqc4zeb7lul7vifzjglr4 258 35 within within IN work_7jtgrdqc4zeb7lul7vifzjglr4 258 36 Dual Dual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 258 37 Decomposition Decomposition NNP work_7jtgrdqc4zeb7lul7vifzjglr4 258 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 258 39 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 258 40 strategy strategy NN work_7jtgrdqc4zeb7lul7vifzjglr4 258 41 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 258 42 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 258 43 faster fast JJR work_7jtgrdqc4zeb7lul7vifzjglr4 258 44 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 258 45 times time NNS work_7jtgrdqc4zeb7lul7vifzjglr4 258 46 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 259 1 Precomputed Precomputed NNP work_7jtgrdqc4zeb7lul7vifzjglr4 259 2 Paths Paths NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 259 3 Both both DT work_7jtgrdqc4zeb7lul7vifzjglr4 259 4 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 259 5 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 259 6 Dual Dual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 259 7 De- De- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 259 8 composition composition NN work_7jtgrdqc4zeb7lul7vifzjglr4 259 9 run run VBN work_7jtgrdqc4zeb7lul7vifzjglr4 259 10 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 259 11 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 259 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 259 13 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 259 14 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 259 15 precomputed precomputed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 259 16 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 259 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 259 18 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 259 19 here here RB work_7jtgrdqc4zeb7lul7vifzjglr4 259 20 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 259 21 explain explain VBP work_7jtgrdqc4zeb7lul7vifzjglr4 259 22 how how WRB work_7jtgrdqc4zeb7lul7vifzjglr4 259 23 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 259 24 build build VBP work_7jtgrdqc4zeb7lul7vifzjglr4 259 25 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 259 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 260 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 260 2 first first RB work_7jtgrdqc4zeb7lul7vifzjglr4 260 3 observed observe VBD work_7jtgrdqc4zeb7lul7vifzjglr4 260 4 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 5 98.4 98.4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 260 6 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 9 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 260 10 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 260 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 12 de- de- CC work_7jtgrdqc4zeb7lul7vifzjglr4 260 13 velopment velopment JJ work_7jtgrdqc4zeb7lul7vifzjglr4 260 14 data datum NNS work_7jtgrdqc4zeb7lul7vifzjglr4 260 15 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 260 16 either either CC work_7jtgrdqc4zeb7lul7vifzjglr4 260 17 direct direct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 260 18 descendants descendant NNS work_7jtgrdqc4zeb7lul7vifzjglr4 260 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 21 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 260 23 direct direct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 260 24 descendants descendant NNS work_7jtgrdqc4zeb7lul7vifzjglr4 260 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 26 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 27 ancestor ancestor NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 28 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 29 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 30 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 260 32 or or CC work_7jtgrdqc4zeb7lul7vifzjglr4 260 33 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 34 ancestor ancestor NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 35 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 36 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 37 predicate.5 predicate.5 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 260 38 All all DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 39 meth- meth- NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 40 ods od NNS work_7jtgrdqc4zeb7lul7vifzjglr4 260 41 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 260 42 test test VBP work_7jtgrdqc4zeb7lul7vifzjglr4 260 43 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 260 44 restricted restrict VBN work_7jtgrdqc4zeb7lul7vifzjglr4 260 45 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 260 46 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 260 47 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 260 48 scope scope NN work_7jtgrdqc4zeb7lul7vifzjglr4 260 49 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 261 1 To to TO work_7jtgrdqc4zeb7lul7vifzjglr4 261 2 generate generate VB work_7jtgrdqc4zeb7lul7vifzjglr4 261 3 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 261 4 list list NN work_7jtgrdqc4zeb7lul7vifzjglr4 261 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 261 6 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 261 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 261 8 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 261 9 did do VBD work_7jtgrdqc4zeb7lul7vifzjglr4 261 10 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 261 11 follows follow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 261 12 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 261 13 • • VB work_7jtgrdqc4zeb7lul7vifzjglr4 261 14 Calculate calculate NN work_7jtgrdqc4zeb7lul7vifzjglr4 261 15 marginals marginal NNS work_7jtgrdqc4zeb7lul7vifzjglr4 261 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 261 17 unlabeled unlabeled JJ work_7jtgrdqc4zeb7lul7vifzjglr4 261 18 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 261 19 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 261 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 261 21 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 261 22 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 261 23 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 261 24 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 261 25 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 261 26 p(h p(h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 261 28 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 29 | | NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 30 x x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 31 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 261 32 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 261 33 ∑ ∑ . work_7jtgrdqc4zeb7lul7vifzjglr4 261 34 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 261 35 p(h p(h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 261 37 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 261 39 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 40 | | NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 41 x x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 261 42 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 261 43 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 262 1 Note note VB work_7jtgrdqc4zeb7lul7vifzjglr4 262 2 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 262 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 262 4 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 262 5 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 262 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 262 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 262 8 probabilities probability NNS work_7jtgrdqc4zeb7lul7vifzjglr4 262 9 p(h p(h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 262 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 262 11 m|x m|x CD work_7jtgrdqc4zeb7lul7vifzjglr4 262 12 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 262 13 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 262 14 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 262 15 h h NN work_7jtgrdqc4zeb7lul7vifzjglr4 262 16 form form VB work_7jtgrdqc4zeb7lul7vifzjglr4 262 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 262 18 distri- distri- NN work_7jtgrdqc4zeb7lul7vifzjglr4 262 19 bution bution NN work_7jtgrdqc4zeb7lul7vifzjglr4 262 20 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 262 21 i.e. i.e. FW work_7jtgrdqc4zeb7lul7vifzjglr4 263 1 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 263 2 sum sum VBP work_7jtgrdqc4zeb7lul7vifzjglr4 263 3 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 263 4 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 263 5 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 263 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 264 1 Then then RB work_7jtgrdqc4zeb7lul7vifzjglr4 264 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 264 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 264 4 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 264 5 m m NN work_7jtgrdqc4zeb7lul7vifzjglr4 264 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 264 7 keep keep VB work_7jtgrdqc4zeb7lul7vifzjglr4 264 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 264 9 most most RBS work_7jtgrdqc4zeb7lul7vifzjglr4 264 10 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 264 11 likely likely JJ work_7jtgrdqc4zeb7lul7vifzjglr4 264 12 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 264 13 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 264 14 cover cover VBP work_7jtgrdqc4zeb7lul7vifzjglr4 264 15 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 264 16 least least RBS work_7jtgrdqc4zeb7lul7vifzjglr4 264 17 90 90 CD work_7jtgrdqc4zeb7lul7vifzjglr4 264 18 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 264 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 264 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 264 21 mass mass NN work_7jtgrdqc4zeb7lul7vifzjglr4 264 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 264 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 264 24 prune prune VB work_7jtgrdqc4zeb7lul7vifzjglr4 264 25 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 264 26 rest rest NN work_7jtgrdqc4zeb7lul7vifzjglr4 264 27 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 265 1 • • VB work_7jtgrdqc4zeb7lul7vifzjglr4 265 2 Starting start VBG work_7jtgrdqc4zeb7lul7vifzjglr4 265 3 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 265 4 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 265 5 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 265 6 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 265 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 265 8 generate generate VB work_7jtgrdqc4zeb7lul7vifzjglr4 265 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 265 10 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 265 11 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 265 12 taking take VBG work_7jtgrdqc4zeb7lul7vifzjglr4 265 13 any any DT work_7jtgrdqc4zeb7lul7vifzjglr4 265 14 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 265 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 265 16 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 265 17 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 265 18 as- as- DT work_7jtgrdqc4zeb7lul7vifzjglr4 265 19 cend cend VBP work_7jtgrdqc4zeb7lul7vifzjglr4 265 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 265 21 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 265 22 optionally optionally RB work_7jtgrdqc4zeb7lul7vifzjglr4 265 23 adding add VBG work_7jtgrdqc4zeb7lul7vifzjglr4 265 24 one one CD work_7jtgrdqc4zeb7lul7vifzjglr4 265 25 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 265 26 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 265 27 descends descend VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 265 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 266 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 266 2 constrained constrain VBD work_7jtgrdqc4zeb7lul7vifzjglr4 266 3 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 266 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 266 5 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 266 6 pro- pro- NN work_7jtgrdqc4zeb7lul7vifzjglr4 266 7 jective jective JJ work_7jtgrdqc4zeb7lul7vifzjglr4 266 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 266 9 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 266 10 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 266 11 have have VB work_7jtgrdqc4zeb7lul7vifzjglr4 266 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 266 13 maximum maximum JJ work_7jtgrdqc4zeb7lul7vifzjglr4 266 14 number number NN work_7jtgrdqc4zeb7lul7vifzjglr4 266 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 266 16 6 6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 266 17 4Our 4our CD work_7jtgrdqc4zeb7lul7vifzjglr4 266 18 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 266 19 allows allow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 266 20 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 266 21 use use VB work_7jtgrdqc4zeb7lul7vifzjglr4 266 22 non non JJ work_7jtgrdqc4zeb7lul7vifzjglr4 266 23 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 266 24 projective projective JJ work_7jtgrdqc4zeb7lul7vifzjglr4 266 25 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 266 26 pars- pars- NN work_7jtgrdqc4zeb7lul7vifzjglr4 266 27 ing ing NN work_7jtgrdqc4zeb7lul7vifzjglr4 266 28 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 266 29 seamlessly seamlessly RB work_7jtgrdqc4zeb7lul7vifzjglr4 266 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 267 1 5This 5this CD work_7jtgrdqc4zeb7lul7vifzjglr4 267 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 267 3 specific specific JJ work_7jtgrdqc4zeb7lul7vifzjglr4 267 4 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 267 5 CoNLL-2009 conll-2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 267 6 data datum NNS work_7jtgrdqc4zeb7lul7vifzjglr4 267 7 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 267 8 English English NNP work_7jtgrdqc4zeb7lul7vifzjglr4 267 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 268 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 268 2 gen- gen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 268 3 eral eral NN work_7jtgrdqc4zeb7lul7vifzjglr4 268 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 268 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 268 6 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 268 7 languages language NNS work_7jtgrdqc4zeb7lul7vifzjglr4 268 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 268 9 coverage coverage NN work_7jtgrdqc4zeb7lul7vifzjglr4 268 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 268 11 these these DT work_7jtgrdqc4zeb7lul7vifzjglr4 268 12 rules rule NNS work_7jtgrdqc4zeb7lul7vifzjglr4 268 13 may may MD work_7jtgrdqc4zeb7lul7vifzjglr4 268 14 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 268 15 lower low JJR work_7jtgrdqc4zeb7lul7vifzjglr4 268 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 269 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 269 2 leave leave VBP work_7jtgrdqc4zeb7lul7vifzjglr4 269 3 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 269 4 question question NN work_7jtgrdqc4zeb7lul7vifzjglr4 269 5 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 269 6 future future JJ work_7jtgrdqc4zeb7lul7vifzjglr4 269 7 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 269 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 270 1 ascendant ascendant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 270 2 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 270 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 271 1 • • VB work_7jtgrdqc4zeb7lul7vifzjglr4 271 2 Label Label NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 3 each each DT work_7jtgrdqc4zeb7lul7vifzjglr4 271 4 unlabeled unlabeled JJ work_7jtgrdqc4zeb7lul7vifzjglr4 271 5 edge edge NN work_7jtgrdqc4zeb7lul7vifzjglr4 271 6 〈 〈 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 7 h h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 271 9 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 10 〉 〉 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 271 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 271 13 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 271 14 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 271 15 l l NN work_7jtgrdqc4zeb7lul7vifzjglr4 271 16 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 271 17 argmaxl argmaxl NN work_7jtgrdqc4zeb7lul7vifzjglr4 271 18 p(h p(h NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 271 20 m m NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 271 22 l l NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 23 | | NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 24 x x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 271 25 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 271 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 272 1 On on IN work_7jtgrdqc4zeb7lul7vifzjglr4 272 2 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 272 3 data datum NNS work_7jtgrdqc4zeb7lul7vifzjglr4 272 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 272 5 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 272 6 procedure procedure NN work_7jtgrdqc4zeb7lul7vifzjglr4 272 7 generated generate VBD work_7jtgrdqc4zeb7lul7vifzjglr4 272 8 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 272 9 average average NN work_7jtgrdqc4zeb7lul7vifzjglr4 272 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 272 11 43.8 43.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 272 12 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 272 13 per per IN work_7jtgrdqc4zeb7lul7vifzjglr4 272 14 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 272 15 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 272 16 cover cover VBP work_7jtgrdqc4zeb7lul7vifzjglr4 272 17 86.2 86.2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 272 18 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 272 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 272 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 272 21 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 272 22 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 272 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 273 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 2 contrast contrast NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 273 4 enumerating enumerate VBG work_7jtgrdqc4zeb7lul7vifzjglr4 273 5 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 273 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 273 8 single single JJ work_7jtgrdqc4zeb7lul7vifzjglr4 273 9 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 273 10 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 273 11 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 12 covers cover VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 273 13 79.4 79.4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 273 14 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 16 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 273 17 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 273 18 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 273 20 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 273 21 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 273 22 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 23 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 273 25 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 273 26 82.2 82.2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 273 27 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 28 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 29 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 273 30 second- second- NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 31 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 32 parser.6 parser.6 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 273 33 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 273 34 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 35 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 273 36 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 273 37 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 273 38 discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 273 39 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 40 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 41 similar similar JJ work_7jtgrdqc4zeb7lul7vifzjglr4 273 42 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 273 43 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 44 those those DT work_7jtgrdqc4zeb7lul7vifzjglr4 273 45 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 46 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 273 47 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 273 48 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 273 49 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 273 50 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 273 51 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 273 52 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 273 53 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 274 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 274 2 addition addition NN work_7jtgrdqc4zeb7lul7vifzjglr4 274 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 274 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 274 5 included include VBD work_7jtgrdqc4zeb7lul7vifzjglr4 274 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 274 7 following follow VBG work_7jtgrdqc4zeb7lul7vifzjglr4 274 8 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 274 9 • • VB work_7jtgrdqc4zeb7lul7vifzjglr4 274 10 Unigram Unigram NNP work_7jtgrdqc4zeb7lul7vifzjglr4 274 11 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 274 12 bigram bigram NNP work_7jtgrdqc4zeb7lul7vifzjglr4 274 13 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 274 14 trigram trigram NNP work_7jtgrdqc4zeb7lul7vifzjglr4 274 15 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 274 16 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 274 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 275 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 275 2 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 275 3 n n NNS work_7jtgrdqc4zeb7lul7vifzjglr4 275 4 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 275 5 grams gram NNS work_7jtgrdqc4zeb7lul7vifzjglr4 275 6 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 275 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 275 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 275 9 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 275 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 275 11 patterns pattern NNS work_7jtgrdqc4zeb7lul7vifzjglr4 275 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 275 13 words word NNS work_7jtgrdqc4zeb7lul7vifzjglr4 275 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 275 15 POS POS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 275 16 tags tag NNS work_7jtgrdqc4zeb7lul7vifzjglr4 275 17 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 275 18 e.g. e.g. RB work_7jtgrdqc4zeb7lul7vifzjglr4 275 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 275 20 mary+loves+to mary+loves+to ADD work_7jtgrdqc4zeb7lul7vifzjglr4 275 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 275 22 mary+VB+to mary+VB+to NNP work_7jtgrdqc4zeb7lul7vifzjglr4 275 23 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 275 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 276 1 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 276 2 Voice voice NN work_7jtgrdqc4zeb7lul7vifzjglr4 276 3 features feature VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 276 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 277 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 277 2 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 277 3 voice voice NN work_7jtgrdqc4zeb7lul7vifzjglr4 277 4 together together RB work_7jtgrdqc4zeb7lul7vifzjglr4 277 5 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 277 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 277 7 word word NN work_7jtgrdqc4zeb7lul7vifzjglr4 277 8 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 277 9 POS pos NN work_7jtgrdqc4zeb7lul7vifzjglr4 277 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 277 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 277 12 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 277 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 277 14 e.g. e.g. RB work_7jtgrdqc4zeb7lul7vifzjglr4 277 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 277 16 pas- pas- NN work_7jtgrdqc4zeb7lul7vifzjglr4 277 17 sive+mary sive+mary NNP work_7jtgrdqc4zeb7lul7vifzjglr4 277 18 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 277 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 278 1 • • VB work_7jtgrdqc4zeb7lul7vifzjglr4 278 2 Path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 278 3 continuity continuity NN work_7jtgrdqc4zeb7lul7vifzjglr4 278 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 279 1 Count Count NNP work_7jtgrdqc4zeb7lul7vifzjglr4 279 2 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 279 3 non non JJ work_7jtgrdqc4zeb7lul7vifzjglr4 279 4 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 279 5 consecutive consecutive JJ work_7jtgrdqc4zeb7lul7vifzjglr4 279 6 to- to- XX work_7jtgrdqc4zeb7lul7vifzjglr4 279 7 kens ken NNS work_7jtgrdqc4zeb7lul7vifzjglr4 279 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 279 9 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 279 10 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 279 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 279 12 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 279 13 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 279 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 280 1 To to TO work_7jtgrdqc4zeb7lul7vifzjglr4 280 2 train train VB work_7jtgrdqc4zeb7lul7vifzjglr4 280 3 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 280 4 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 280 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 280 6 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 280 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 280 8 averaged averaged JJ work_7jtgrdqc4zeb7lul7vifzjglr4 280 9 per- per- NN work_7jtgrdqc4zeb7lul7vifzjglr4 280 10 ceptron ceptron NNP work_7jtgrdqc4zeb7lul7vifzjglr4 280 11 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 280 12 Collins Collins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 280 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 280 14 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 280 15 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 280 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 281 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 281 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 281 3 base base NN work_7jtgrdqc4zeb7lul7vifzjglr4 281 4 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 281 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 281 6 trained train VBD work_7jtgrdqc4zeb7lul7vifzjglr4 281 7 standard standard JJ work_7jtgrdqc4zeb7lul7vifzjglr4 281 8 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 281 9 classifiers classifier NNS work_7jtgrdqc4zeb7lul7vifzjglr4 281 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 282 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 282 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 282 3 rest rest NN work_7jtgrdqc4zeb7lul7vifzjglr4 282 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 282 5 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 282 6 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 282 7 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 282 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 282 9 structured structure VBN work_7jtgrdqc4zeb7lul7vifzjglr4 282 10 Perceptron Perceptron NNP work_7jtgrdqc4zeb7lul7vifzjglr4 282 11 running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 282 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 282 13 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 282 14 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 282 15 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 282 16 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 282 17 routine routine NN work_7jtgrdqc4zeb7lul7vifzjglr4 282 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 283 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 283 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 283 3 case case NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 283 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 283 6 generated generate VBD work_7jtgrdqc4zeb7lul7vifzjglr4 283 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 283 8 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 283 9 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 283 11 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 283 12 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 283 13 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 283 14 training training NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 15 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 283 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 283 17 procedure procedure NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 18 described describe VBN work_7jtgrdqc4zeb7lul7vifzjglr4 283 19 above above RB work_7jtgrdqc4zeb7lul7vifzjglr4 283 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 283 21 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 283 22 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 283 23 set set VBP work_7jtgrdqc4zeb7lul7vifzjglr4 283 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 283 25 loss loss NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 26 function function NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 27 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 283 28 penalize penalize VB work_7jtgrdqc4zeb7lul7vifzjglr4 283 29 mistakes mistake NNS work_7jtgrdqc4zeb7lul7vifzjglr4 283 30 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 283 31 predicting predict VBG work_7jtgrdqc4zeb7lul7vifzjglr4 283 32 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 283 33 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 283 34 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 35 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 283 36 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 283 37 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 283 38 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 283 39 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 283 40 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 283 41 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 284 1 Dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 284 2 Decomposition Decomposition NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 3 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 284 4 added add VBD work_7jtgrdqc4zeb7lul7vifzjglr4 284 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 284 6 parameter parameter NN work_7jtgrdqc4zeb7lul7vifzjglr4 284 7 β β NN work_7jtgrdqc4zeb7lul7vifzjglr4 284 8 weighting weight VBG work_7jtgrdqc4zeb7lul7vifzjglr4 284 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 284 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 284 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 284 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 284 13 components component NNS work_7jtgrdqc4zeb7lul7vifzjglr4 284 14 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 284 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 284 16 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 284 17 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 284 18 follows follow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 284 19 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 284 20 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 284 21 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 284 22 −β −β CD work_7jtgrdqc4zeb7lul7vifzjglr4 284 23 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 284 24 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 25 syn(x syn(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 284 27 y y NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 28 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 284 29 + + NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 30 β β NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 31 s s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 32 srl(x srl(x NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 284 34 z z NNP work_7jtgrdqc4zeb7lul7vifzjglr4 284 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 284 36 π π LS work_7jtgrdqc4zeb7lul7vifzjglr4 284 37 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 284 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 285 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 285 2 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 285 3 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 285 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 285 5 used use VBD work_7jtgrdqc4zeb7lul7vifzjglr4 285 6 normalized normalized JJ work_7jtgrdqc4zeb7lul7vifzjglr4 285 7 marginal marginal JJ work_7jtgrdqc4zeb7lul7vifzjglr4 285 8 probabilities probability NNS work_7jtgrdqc4zeb7lul7vifzjglr4 285 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 285 10 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 285 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 285 12 either either CC work_7jtgrdqc4zeb7lul7vifzjglr4 285 13 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 285 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 285 15 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 285 16 or or CC work_7jtgrdqc4zeb7lul7vifzjglr4 285 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 285 18 higher high JJR work_7jtgrdqc4zeb7lul7vifzjglr4 285 19 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 285 20 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 285 21 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 285 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 286 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 286 2 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 286 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 286 4 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 286 5 factors factor NNS work_7jtgrdqc4zeb7lul7vifzjglr4 286 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 286 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 286 8 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 286 9 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 286 10 were be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 286 11 normalized normalized JJ work_7jtgrdqc4zeb7lul7vifzjglr4 286 12 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 286 13 every every DT work_7jtgrdqc4zeb7lul7vifzjglr4 286 14 sen- sen- NN work_7jtgrdqc4zeb7lul7vifzjglr4 286 15 tence tence NN work_7jtgrdqc4zeb7lul7vifzjglr4 286 16 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 286 17 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 286 18 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 286 19 -1 -1 . work_7jtgrdqc4zeb7lul7vifzjglr4 286 20 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 286 21 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 286 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 287 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 287 2 rest rest NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 4 details detail NNS work_7jtgrdqc4zeb7lul7vifzjglr4 287 5 6One 6one CD work_7jtgrdqc4zeb7lul7vifzjglr4 287 6 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 287 7 evaluate evaluate VB work_7jtgrdqc4zeb7lul7vifzjglr4 287 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 287 9 maximum maximum JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 10 recall recall NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 11 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 12 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 13 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 287 14 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 287 15 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 287 16 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 287 17 obtained obtain VBN work_7jtgrdqc4zeb7lul7vifzjglr4 287 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 287 19 irrespective irrespective RB work_7jtgrdqc4zeb7lul7vifzjglr4 287 20 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 21 whether whether IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 287 23 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 24 path path NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 25 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 287 26 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 27 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 287 28 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 29 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 287 30 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 31 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 32 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 287 33 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 287 34 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 287 35 98.3 98.3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 287 36 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 287 38 while while IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 39 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 40 single single JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 41 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 287 42 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 287 43 trees tree NNS work_7jtgrdqc4zeb7lul7vifzjglr4 287 44 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 287 45 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 287 46 91.9 91.9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 287 47 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 48 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 287 49 92.7 92.7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 287 50 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 51 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 287 52 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 53 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 287 54 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 287 55 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 287 56 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 287 57 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 287 58 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 288 1 226 226 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 2 o o DT work_7jtgrdqc4zeb7lul7vifzjglr4 288 3 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 288 4 UAS UAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 288 5 semp semp NN work_7jtgrdqc4zeb7lul7vifzjglr4 288 6 semr semr NN work_7jtgrdqc4zeb7lul7vifzjglr4 288 7 semF1 semF1 '' work_7jtgrdqc4zeb7lul7vifzjglr4 288 8 sempp sempp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 288 9 Pipeline Pipeline NNP work_7jtgrdqc4zeb7lul7vifzjglr4 288 10 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 11 85.32 85.32 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 12 88.86 88.86 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 13 86.23 86.23 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 14 67.67 67.67 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 15 75.83 75.83 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 16 45.64 45.64 CD work_7jtgrdqc4zeb7lul7vifzjglr4 288 17 w. w. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 288 18 Assig Assig NNP work_7jtgrdqc4zeb7lul7vifzjglr4 288 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 289 1 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 2 85.32 85.32 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 3 88.86 88.86 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 4 84.08 84.08 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 5 71.82 71.82 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 6 77.47 77.47 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 7 51.17 51.17 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 8 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 289 9 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 289 10 - - : work_7jtgrdqc4zeb7lul7vifzjglr4 289 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 289 12 80.67 80.67 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 13 73.60 73.60 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 14 76.97 76.97 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 15 51.33 51.33 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 16 Pipeline Pipeline NNP work_7jtgrdqc4zeb7lul7vifzjglr4 289 17 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 18 87.77 87.77 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 19 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 20 87.07 87.07 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 21 68.65 68.65 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 22 76.77 76.77 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 23 47.07 47.07 CD work_7jtgrdqc4zeb7lul7vifzjglr4 289 24 w. w. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 289 25 Assig Assig NNP work_7jtgrdqc4zeb7lul7vifzjglr4 289 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 290 1 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 2 87.77 87.77 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 3 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 4 85.21 85.21 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 5 73.41 73.41 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 6 78.87 78.87 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 7 53.80 53.80 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 8 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 290 9 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 290 10 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 290 11 Results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 290 12 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 290 13 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 290 14 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 290 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 290 16 baseline baseline NN work_7jtgrdqc4zeb7lul7vifzjglr4 290 17 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 290 18 as- as- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 290 19 signment signment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 290 20 pipelines pipeline NNS work_7jtgrdqc4zeb7lul7vifzjglr4 290 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 290 22 running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 290 23 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 290 24 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 290 25 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 290 26 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 290 27 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 290 28 syn- syn- NN work_7jtgrdqc4zeb7lul7vifzjglr4 290 29 tactic tactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 290 30 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 290 31 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 290 32 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 290 33 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 290 34 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 290 35 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 290 36 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 291 1 o o NNP work_7jtgrdqc4zeb7lul7vifzjglr4 291 2 indicates indicate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 291 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 291 4 or- or- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 291 5 der der NN work_7jtgrdqc4zeb7lul7vifzjglr4 291 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 291 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 291 8 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 291 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 292 1 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 292 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 292 3 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 292 4 were be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 292 5 implemented implement VBN work_7jtgrdqc4zeb7lul7vifzjglr4 292 6 following follow VBG work_7jtgrdqc4zeb7lul7vifzjglr4 292 7 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 292 8 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 292 9 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 292 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 293 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 293 2 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 293 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 293 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 293 5 including include VBG work_7jtgrdqc4zeb7lul7vifzjglr4 293 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 293 7 strategy strategy NN work_7jtgrdqc4zeb7lul7vifzjglr4 293 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 293 9 decreasing decrease VBG work_7jtgrdqc4zeb7lul7vifzjglr4 293 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 293 11 step step NN work_7jtgrdqc4zeb7lul7vifzjglr4 293 12 size size NN work_7jtgrdqc4zeb7lul7vifzjglr4 293 13 αt αt XX work_7jtgrdqc4zeb7lul7vifzjglr4 293 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 294 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 294 2 ran run VBD work_7jtgrdqc4zeb7lul7vifzjglr4 294 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 294 4 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 294 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 294 6 up up IN work_7jtgrdqc4zeb7lul7vifzjglr4 294 7 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 294 8 500 500 CD work_7jtgrdqc4zeb7lul7vifzjglr4 294 9 it- it- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 294 10 erations eration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 294 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 294 12 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 294 13 initial initial JJ work_7jtgrdqc4zeb7lul7vifzjglr4 294 14 step step NN work_7jtgrdqc4zeb7lul7vifzjglr4 294 15 size size NN work_7jtgrdqc4zeb7lul7vifzjglr4 294 16 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 294 17 0.001 0.001 CD work_7jtgrdqc4zeb7lul7vifzjglr4 294 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 295 1 6.2 6.2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 295 2 Results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 295 3 To to TO work_7jtgrdqc4zeb7lul7vifzjglr4 295 4 evaluate evaluate VB work_7jtgrdqc4zeb7lul7vifzjglr4 295 5 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 6 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 295 7 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 295 8 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 295 9 unla- unla- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 10 beled beled JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 11 attachment attachment NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 12 score score NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 295 14 UAS UAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 295 15 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 295 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 295 17 i.e. i.e. FW work_7jtgrdqc4zeb7lul7vifzjglr4 295 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 295 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 295 20 percentage percentage NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 21 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 295 22 words word NNS work_7jtgrdqc4zeb7lul7vifzjglr4 295 23 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 295 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 295 25 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 26 head head NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 295 28 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 295 29 labeled label VBD work_7jtgrdqc4zeb7lul7vifzjglr4 295 30 attach- attach- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 31 ment ment JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 32 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 295 33 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 295 34 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 295 35 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 295 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 295 37 i.e. i.e. FW work_7jtgrdqc4zeb7lul7vifzjglr4 295 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 295 39 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 295 40 percentage percentage NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 41 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 295 42 words word NNS work_7jtgrdqc4zeb7lul7vifzjglr4 295 43 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 295 44 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 295 45 correct correct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 46 head head NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 47 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 295 48 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 295 49 label label NN work_7jtgrdqc4zeb7lul7vifzjglr4 295 50 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 296 1 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 296 2 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 3 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 296 4 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 5 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 296 6 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 296 7 evaluated evaluate VBN work_7jtgrdqc4zeb7lul7vifzjglr4 296 8 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 296 9 pre- pre- NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 10 cision cision NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 11 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 296 12 semp semp NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 13 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 296 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 296 15 recall recall NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 16 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 296 17 semr semr NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 18 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 296 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 296 20 F1 F1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 296 21 measure measure NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 22 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 296 23 semF1 semf1 ADD work_7jtgrdqc4zeb7lul7vifzjglr4 296 24 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 296 25 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 296 26 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 296 27 level level NN work_7jtgrdqc4zeb7lul7vifzjglr4 296 28 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 296 29 labeled label VBN work_7jtgrdqc4zeb7lul7vifzjglr4 296 30 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 296 31 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 296 32 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 297 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 297 2 ad- ad- CC work_7jtgrdqc4zeb7lul7vifzjglr4 297 3 dition dition NN work_7jtgrdqc4zeb7lul7vifzjglr4 297 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 297 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 297 6 measure measure VBP work_7jtgrdqc4zeb7lul7vifzjglr4 297 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 297 8 percentage percentage NN work_7jtgrdqc4zeb7lul7vifzjglr4 297 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 297 10 perfectly perfectly RB work_7jtgrdqc4zeb7lul7vifzjglr4 297 11 pre- pre- RB work_7jtgrdqc4zeb7lul7vifzjglr4 297 12 dicted dicte VBN work_7jtgrdqc4zeb7lul7vifzjglr4 297 13 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 297 14 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 297 15 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 297 16 sempp).7 sempp).7 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 297 17 Table Table NNP work_7jtgrdqc4zeb7lul7vifzjglr4 297 18 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 297 19 shows show VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 297 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 297 21 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 297 22 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 297 23 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 297 24 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 297 25 set set VBN work_7jtgrdqc4zeb7lul7vifzjglr4 297 26 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 297 27 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 297 28 three three CD work_7jtgrdqc4zeb7lul7vifzjglr4 297 29 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 297 30 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 297 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 298 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 298 2 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 298 3 see see VB work_7jtgrdqc4zeb7lul7vifzjglr4 298 4 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 298 6 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 298 7 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 298 8 running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 298 9 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 298 10 improve improve VB work_7jtgrdqc4zeb7lul7vifzjglr4 298 11 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 298 13 baseline baseline JJ work_7jtgrdqc4zeb7lul7vifzjglr4 298 14 pipelines pipeline NNS work_7jtgrdqc4zeb7lul7vifzjglr4 298 15 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 16 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 298 17 F1 f1 NN work_7jtgrdqc4zeb7lul7vifzjglr4 298 18 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 19 about about RB work_7jtgrdqc4zeb7lul7vifzjglr4 298 20 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 298 21 points point NNS work_7jtgrdqc4zeb7lul7vifzjglr4 298 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 298 23 due due IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 24 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 25 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 298 26 application application NN work_7jtgrdqc4zeb7lul7vifzjglr4 298 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 298 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 298 29 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 298 30 constraint constraint NN work_7jtgrdqc4zeb7lul7vifzjglr4 298 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 299 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 299 2 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 299 3 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 299 4 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 299 5 shows show VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 299 6 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 299 7 improvement improvement NN work_7jtgrdqc4zeb7lul7vifzjglr4 299 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 299 9 recall recall NN work_7jtgrdqc4zeb7lul7vifzjglr4 299 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 299 11 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 299 12 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 299 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 299 14 respect respect NN work_7jtgrdqc4zeb7lul7vifzjglr4 299 15 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 299 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 299 17 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 299 18 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 299 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 300 1 Presumably presumably RB work_7jtgrdqc4zeb7lul7vifzjglr4 300 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 300 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 300 4 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 300 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 300 6 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 300 7 available available JJ work_7jtgrdqc4zeb7lul7vifzjglr4 300 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 300 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 300 10 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 300 11 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 300 12 allows allow VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 300 13 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 300 14 recognize recognize VB work_7jtgrdqc4zeb7lul7vifzjglr4 300 15 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 300 16 higher high JJR work_7jtgrdqc4zeb7lul7vifzjglr4 300 17 num- num- NN work_7jtgrdqc4zeb7lul7vifzjglr4 300 18 ber ber NN work_7jtgrdqc4zeb7lul7vifzjglr4 300 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 300 20 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 300 21 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 300 22 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 300 23 expense expense NN work_7jtgrdqc4zeb7lul7vifzjglr4 300 24 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 300 25 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 300 26 lower low JJR work_7jtgrdqc4zeb7lul7vifzjglr4 300 27 preci- preci- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 300 28 sion sion NN work_7jtgrdqc4zeb7lul7vifzjglr4 300 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 301 1 Regarding regard VBG work_7jtgrdqc4zeb7lul7vifzjglr4 301 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 301 3 percentage percentage NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 301 5 perfect perfect JJ work_7jtgrdqc4zeb7lul7vifzjglr4 301 6 predicate- predicate- FW work_7jtgrdqc4zeb7lul7vifzjglr4 301 7 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 8 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 301 9 there there EX work_7jtgrdqc4zeb7lul7vifzjglr4 301 10 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 301 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 301 12 remarkable remarkable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 301 13 improve- improve- NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 14 ment ment NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 15 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 301 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 301 17 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 301 18 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 301 19 apply apply VBP work_7jtgrdqc4zeb7lul7vifzjglr4 301 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 301 21 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 301 22 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 301 24 con- con- NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 25 7Our 7our CD work_7jtgrdqc4zeb7lul7vifzjglr4 301 26 evaluation evaluation NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 27 metrics metric NNS work_7jtgrdqc4zeb7lul7vifzjglr4 301 28 differ differ VBP work_7jtgrdqc4zeb7lul7vifzjglr4 301 29 slightly slightly RB work_7jtgrdqc4zeb7lul7vifzjglr4 301 30 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 301 31 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 301 32 official official NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 33 met- met- NN work_7jtgrdqc4zeb7lul7vifzjglr4 301 34 ric ric NNP work_7jtgrdqc4zeb7lul7vifzjglr4 301 35 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 301 36 CoNLL-2009 CoNLL-2009 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 301 37 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 302 1 That that DT work_7jtgrdqc4zeb7lul7vifzjglr4 302 2 metric metric JJ work_7jtgrdqc4zeb7lul7vifzjglr4 302 3 considers consider NNS work_7jtgrdqc4zeb7lul7vifzjglr4 302 4 predicate predicate VBP work_7jtgrdqc4zeb7lul7vifzjglr4 302 5 senses sense NNS work_7jtgrdqc4zeb7lul7vifzjglr4 302 6 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 302 7 special special JJ work_7jtgrdqc4zeb7lul7vifzjglr4 302 8 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 302 9 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 302 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 302 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 302 12 thus thus RB work_7jtgrdqc4zeb7lul7vifzjglr4 302 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 302 14 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 302 15 includes include VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 302 16 them -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 302 17 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 302 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 302 19 calculation calculation NN work_7jtgrdqc4zeb7lul7vifzjglr4 302 20 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 302 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 302 22 evaluation evaluation NN work_7jtgrdqc4zeb7lul7vifzjglr4 302 23 metrics metric NNS work_7jtgrdqc4zeb7lul7vifzjglr4 302 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 303 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 303 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 303 3 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 303 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 303 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 303 6 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 303 7 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 303 8 addressing address VBG work_7jtgrdqc4zeb7lul7vifzjglr4 303 9 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 303 10 sense sense NN work_7jtgrdqc4zeb7lul7vifzjglr4 303 11 disambiguation disambiguation NNP work_7jtgrdqc4zeb7lul7vifzjglr4 303 12 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 303 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 303 14 conse- conse- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 303 15 quently quently RB work_7jtgrdqc4zeb7lul7vifzjglr4 303 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 303 17 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 303 18 ignore ignore VBP work_7jtgrdqc4zeb7lul7vifzjglr4 303 19 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 303 20 senses sense NNS work_7jtgrdqc4zeb7lul7vifzjglr4 303 21 when when WRB work_7jtgrdqc4zeb7lul7vifzjglr4 303 22 presenting present VBG work_7jtgrdqc4zeb7lul7vifzjglr4 303 23 evaluation evaluation NN work_7jtgrdqc4zeb7lul7vifzjglr4 303 24 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 303 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 304 1 When when WRB work_7jtgrdqc4zeb7lul7vifzjglr4 304 2 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 304 3 report report VBP work_7jtgrdqc4zeb7lul7vifzjglr4 304 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 304 5 performance performance NN work_7jtgrdqc4zeb7lul7vifzjglr4 304 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 304 7 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 304 8 systems systems NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 304 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 304 10 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 304 11 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 304 12 will will MD work_7jtgrdqc4zeb7lul7vifzjglr4 304 13 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 304 14 noticeably noticeably RB work_7jtgrdqc4zeb7lul7vifzjglr4 304 15 lower low JJR work_7jtgrdqc4zeb7lul7vifzjglr4 304 16 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 304 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 304 18 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 304 19 reported report VBN work_7jtgrdqc4zeb7lul7vifzjglr4 304 20 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 304 21 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 304 22 shared shared JJ work_7jtgrdqc4zeb7lul7vifzjglr4 304 23 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 304 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 305 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 305 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 305 3 because because IN work_7jtgrdqc4zeb7lul7vifzjglr4 305 4 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 305 5 disambiguation disambiguation NN work_7jtgrdqc4zeb7lul7vifzjglr4 305 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 305 7 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 305 8 reasonably reasonably RB work_7jtgrdqc4zeb7lul7vifzjglr4 305 9 simple simple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 305 10 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 305 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 305 12 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 305 13 very very RB work_7jtgrdqc4zeb7lul7vifzjglr4 305 14 high high JJ work_7jtgrdqc4zeb7lul7vifzjglr4 305 15 baseline baseline NN work_7jtgrdqc4zeb7lul7vifzjglr4 305 16 around around IN work_7jtgrdqc4zeb7lul7vifzjglr4 305 17 90 90 CD work_7jtgrdqc4zeb7lul7vifzjglr4 305 18 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 305 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 306 1 o o XX work_7jtgrdqc4zeb7lul7vifzjglr4 306 2 β β NNP work_7jtgrdqc4zeb7lul7vifzjglr4 306 3 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 306 4 UAS UAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 306 5 semp semp NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 6 semr semr NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 7 semF1 semF1 '' work_7jtgrdqc4zeb7lul7vifzjglr4 306 8 sempp sempp NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 9 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 10 conv conv NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 11 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 12 0.1 0.1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 13 85.32 85.32 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 14 88.86 88.86 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 15 84.09 84.09 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 16 71.84 71.84 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 17 77.48 77.48 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 18 51.77 51.77 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 19 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 20 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 21 0.4 0.4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 22 85.36 85.36 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 23 88.91 88.91 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 24 84.07 84.07 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 25 71.94 71.94 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 26 77.53 77.53 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 27 51.85 51.85 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 28 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 29 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 30 0.5 0.5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 31 85.38 85.38 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 32 88.93 88.93 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 33 84.08 84.08 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 34 72.03 72.03 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 35 77.59 77.59 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 36 51.96 51.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 37 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 38 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 39 0.6 0.6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 40 85.41 85.41 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 41 88.95 88.95 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 42 84.05 84.05 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 43 72.19 72.19 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 44 77.67 77.67 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 45 52.03 52.03 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 46 99.8 99.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 47 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 48 0.7 0.7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 49 85.44 85.44 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 50 89.00 89.00 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 51 84.10 84.10 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 52 72.42 72.42 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 53 77.82 77.82 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 54 52.24 52.24 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 55 99.7 99.7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 56 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 57 0.8 0.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 58 85.48 85.48 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 59 89.02 89.02 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 60 83.99 83.99 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 61 72.69 72.69 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 62 77.94 77.94 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 63 52.57 52.57 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 64 99.5 99.5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 65 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 66 0.9 0.9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 67 85.39 85.39 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 68 88.93 88.93 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 69 83.68 83.68 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 70 72.82 72.82 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 71 77.88 77.88 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 72 52.49 52.49 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 73 99.8 99.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 74 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 75 0.1 0.1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 76 87.78 87.78 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 77 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 78 85.20 85.20 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 79 73.11 73.11 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 80 78.69 78.69 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 81 53.74 53.74 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 82 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 83 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 84 0.4 0.4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 85 87.78 87.78 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 86 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 87 85.21 85.21 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 88 73.12 73.12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 89 78.70 78.70 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 90 53.74 53.74 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 91 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 92 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 93 0.5 0.5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 94 87.78 87.78 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 95 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 96 85.19 85.19 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 97 73.12 73.12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 98 78.70 78.70 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 99 53.72 53.72 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 100 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 101 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 102 0.6 0.6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 103 87.78 87.78 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 104 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 105 85.20 85.20 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 106 73.13 73.13 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 107 78.70 78.70 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 108 53.72 53.72 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 109 99.9 99.9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 110 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 111 0.7 0.7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 112 87.78 87.78 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 113 90.96 90.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 114 85.19 85.19 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 115 73.13 73.13 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 116 78.70 78.70 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 117 53.72 53.72 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 118 99.8 99.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 119 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 120 0.8 0.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 121 87.80 87.80 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 122 90.98 90.98 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 123 85.20 85.20 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 124 73.18 73.18 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 125 78.74 78.74 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 126 53.77 53.77 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 127 99.8 99.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 128 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 129 0.9 0.9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 130 87.84 87.84 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 131 91.02 91.02 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 132 85.20 85.20 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 133 73.23 73.23 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 134 78.76 78.76 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 135 53.82 53.82 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 136 100 100 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 137 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 138 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 306 139 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 306 140 Results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 306 141 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 306 142 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 306 143 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 306 144 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 145 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 146 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 306 147 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 148 data datum NNS work_7jtgrdqc4zeb7lul7vifzjglr4 306 149 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 306 150 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 306 151 different different JJ work_7jtgrdqc4zeb7lul7vifzjglr4 306 152 values value NNS work_7jtgrdqc4zeb7lul7vifzjglr4 306 153 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 306 154 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 306 155 β β NNP work_7jtgrdqc4zeb7lul7vifzjglr4 306 156 parame- parame- NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 157 ter ter NN work_7jtgrdqc4zeb7lul7vifzjglr4 306 158 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 307 1 o o XX work_7jtgrdqc4zeb7lul7vifzjglr4 307 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 307 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 307 4 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 307 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 307 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 307 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 307 8 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 307 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 308 1 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 308 2 conv conv NN work_7jtgrdqc4zeb7lul7vifzjglr4 308 3 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 308 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 308 5 percentage percentage NN work_7jtgrdqc4zeb7lul7vifzjglr4 308 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 308 7 examples example NNS work_7jtgrdqc4zeb7lul7vifzjglr4 308 8 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 308 9 converged converge VBD work_7jtgrdqc4zeb7lul7vifzjglr4 308 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 309 1 straints straint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 309 2 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 309 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 309 4 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 309 5 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 309 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 310 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 310 2 believe believe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 310 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 310 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 310 5 cRole cRole NNP work_7jtgrdqc4zeb7lul7vifzjglr4 310 6 constraint constraint NN work_7jtgrdqc4zeb7lul7vifzjglr4 310 7 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 310 8 ensures ensure VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 310 9 no no DT work_7jtgrdqc4zeb7lul7vifzjglr4 310 10 repeated repeat VBN work_7jtgrdqc4zeb7lul7vifzjglr4 310 11 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 310 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 310 13 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 310 14 given give VBN work_7jtgrdqc4zeb7lul7vifzjglr4 310 15 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 310 16 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 310 17 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 310 18 key key JJ work_7jtgrdqc4zeb7lul7vifzjglr4 310 19 factor factor NN work_7jtgrdqc4zeb7lul7vifzjglr4 310 20 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 310 21 predict predict VB work_7jtgrdqc4zeb7lul7vifzjglr4 310 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 310 23 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 310 24 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 310 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 310 26 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 310 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 310 28 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 310 29 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 310 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 311 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 311 2 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 311 3 configuration configuration NN work_7jtgrdqc4zeb7lul7vifzjglr4 311 4 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 311 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 311 6 starting starting NN work_7jtgrdqc4zeb7lul7vifzjglr4 311 7 point point NN work_7jtgrdqc4zeb7lul7vifzjglr4 311 8 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 311 9 run run VB work_7jtgrdqc4zeb7lul7vifzjglr4 311 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 311 11 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 311 12 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 311 13 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 311 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 312 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 312 2 ran run VBD work_7jtgrdqc4zeb7lul7vifzjglr4 312 3 ex- ex- RB work_7jtgrdqc4zeb7lul7vifzjglr4 312 4 periments periment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 312 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 312 6 various various JJ work_7jtgrdqc4zeb7lul7vifzjglr4 312 7 values value NNS work_7jtgrdqc4zeb7lul7vifzjglr4 312 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 312 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 312 10 β β NNP work_7jtgrdqc4zeb7lul7vifzjglr4 312 11 parameter parameter NN work_7jtgrdqc4zeb7lul7vifzjglr4 312 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 313 1 Ta- Ta- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 313 2 ble ble NNP work_7jtgrdqc4zeb7lul7vifzjglr4 313 3 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 313 4 shows show VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 313 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 313 6 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 313 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 314 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 314 2 see see VBP work_7jtgrdqc4zeb7lul7vifzjglr4 314 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 314 4 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 314 5 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 314 6 increase increase VBP work_7jtgrdqc4zeb7lul7vifzjglr4 314 7 β β NNP work_7jtgrdqc4zeb7lul7vifzjglr4 314 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 314 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 314 10 SRL SRL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 314 11 component component NN work_7jtgrdqc4zeb7lul7vifzjglr4 314 12 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 314 13 more more RBR work_7jtgrdqc4zeb7lul7vifzjglr4 314 14 relative relative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 314 15 weight weight NN work_7jtgrdqc4zeb7lul7vifzjglr4 314 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 314 17 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 314 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 314 19 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 314 20 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 314 21 changes change NNS work_7jtgrdqc4zeb7lul7vifzjglr4 314 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 315 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 315 2 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 315 3 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 315 4 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 315 5 always always RB work_7jtgrdqc4zeb7lul7vifzjglr4 315 6 able able JJ work_7jtgrdqc4zeb7lul7vifzjglr4 315 7 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 315 8 improve improve VB work_7jtgrdqc4zeb7lul7vifzjglr4 315 9 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 315 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 315 11 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 315 12 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 315 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 315 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 315 15 find find VB work_7jtgrdqc4zeb7lul7vifzjglr4 315 16 convergence convergence NN work_7jtgrdqc4zeb7lul7vifzjglr4 315 17 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 315 18 more more JJR work_7jtgrdqc4zeb7lul7vifzjglr4 315 19 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 315 20 99.5 99.5 CD work_7jtgrdqc4zeb7lul7vifzjglr4 315 21 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 315 22 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 315 23 sentences sentence NNS work_7jtgrdqc4zeb7lul7vifzjglr4 315 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 316 1 Compared compare VBN work_7jtgrdqc4zeb7lul7vifzjglr4 316 2 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 316 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 316 4 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 5 running running NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 6 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 316 8 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 316 9 improves improve VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 316 10 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 316 11 F1 F1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 316 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 316 13 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 316 14 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 316 15 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 16 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 316 18 but but CC work_7jtgrdqc4zeb7lul7vifzjglr4 316 19 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 316 20 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 316 21 higher high JJR work_7jtgrdqc4zeb7lul7vifzjglr4 316 22 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 316 23 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 24 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 316 26 suggesting suggest VBG work_7jtgrdqc4zeb7lul7vifzjglr4 316 27 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 316 28 2nd 2nd JJ work_7jtgrdqc4zeb7lul7vifzjglr4 316 29 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 316 30 predictions prediction NNS work_7jtgrdqc4zeb7lul7vifzjglr4 316 31 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 316 32 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 316 33 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 316 34 quite quite RB work_7jtgrdqc4zeb7lul7vifzjglr4 316 35 accurate accurate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 316 36 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 317 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 317 2 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 317 3 observe observe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 317 4 slight slight JJ work_7jtgrdqc4zeb7lul7vifzjglr4 317 5 benefits benefit NNS work_7jtgrdqc4zeb7lul7vifzjglr4 317 6 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 317 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 317 8 accuracy accuracy NN work_7jtgrdqc4zeb7lul7vifzjglr4 317 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 318 1 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 318 2 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 318 3 presents present VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 318 4 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 318 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 318 6 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 318 7 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 318 8 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 318 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 318 10 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 318 11 sets set NNS work_7jtgrdqc4zeb7lul7vifzjglr4 318 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 318 13 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 318 14 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 318 15 run run VBP work_7jtgrdqc4zeb7lul7vifzjglr4 318 16 Pipeline Pipeline NNP work_7jtgrdqc4zeb7lul7vifzjglr4 318 17 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 318 18 Assignment Assignment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 318 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 318 20 Dual Dual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 318 21 Decomposition Decomposition NNP work_7jtgrdqc4zeb7lul7vifzjglr4 318 22 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 318 23 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 318 24 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 318 25 configura- configura- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 318 26 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 318 27 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 318 28 β β NNP work_7jtgrdqc4zeb7lul7vifzjglr4 318 29 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 318 30 0.8/0.9 0.8/0.9 CD work_7jtgrdqc4zeb7lul7vifzjglr4 318 31 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 318 32 1st/2nd 1st/2nd CD work_7jtgrdqc4zeb7lul7vifzjglr4 318 33 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 318 34 syntax syntax NN work_7jtgrdqc4zeb7lul7vifzjglr4 318 35 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 318 36 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 319 1 For for IN work_7jtgrdqc4zeb7lul7vifzjglr4 319 2 comparison comparison NN work_7jtgrdqc4zeb7lul7vifzjglr4 319 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 319 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 319 5 table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 319 6 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 319 7 reports report VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 319 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 319 9 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 319 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 319 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 319 12 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 319 13 CoNLL–2009 conll–2009 JJ work_7jtgrdqc4zeb7lul7vifzjglr4 319 14 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 319 15 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 319 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 319 17 Merlo09 Merlo09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 319 18 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 319 19 Ges- Ges- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 319 20 mundo mundo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 319 21 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 319 22 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 319 23 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 319 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 319 25 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 319 26 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 319 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 319 28 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 319 29 proved prove VBD work_7jtgrdqc4zeb7lul7vifzjglr4 319 30 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 319 31 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 319 32 very very RB work_7jtgrdqc4zeb7lul7vifzjglr4 319 33 com- com- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 319 34 petitive petitive NN work_7jtgrdqc4zeb7lul7vifzjglr4 319 35 ranking rank VBG work_7jtgrdqc4zeb7lul7vifzjglr4 319 36 third third RB work_7jtgrdqc4zeb7lul7vifzjglr4 319 37 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 319 38 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 319 39 closed closed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 319 40 challenge challenge NN work_7jtgrdqc4zeb7lul7vifzjglr4 319 41 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 320 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 320 2 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 320 3 include include VBP work_7jtgrdqc4zeb7lul7vifzjglr4 320 4 Lluı́s09 Lluı́s09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 5 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 320 6 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 7 et et FW work_7jtgrdqc4zeb7lul7vifzjglr4 320 8 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 9 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 320 11 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 320 12 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 320 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 320 14 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 320 15 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 320 16 an- an- CC work_7jtgrdqc4zeb7lul7vifzjglr4 320 17 other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 320 18 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 320 19 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 320 20 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 320 21 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 320 22 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 320 23 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 320 24 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 25 – – : work_7jtgrdqc4zeb7lul7vifzjglr4 320 26 2009.8 2009.8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 320 27 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 320 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 320 29 WSJ WSJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 30 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 320 31 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 32 obtains obtain NNS work_7jtgrdqc4zeb7lul7vifzjglr4 320 33 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 320 34 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 320 35 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 320 36 accuracies accuracy NNS work_7jtgrdqc4zeb7lul7vifzjglr4 320 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 320 38 while while IN work_7jtgrdqc4zeb7lul7vifzjglr4 320 39 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 320 40 Pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 320 41 obtains obtain VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 320 42 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 320 43 best good JJS work_7jtgrdqc4zeb7lul7vifzjglr4 320 44 se- se- NN work_7jtgrdqc4zeb7lul7vifzjglr4 320 45 8Another 8Another NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 46 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 320 47 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 320 48 compare compare VB work_7jtgrdqc4zeb7lul7vifzjglr4 320 49 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 320 50 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 320 51 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 320 52 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 320 53 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 320 54 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 320 55 Jo- Jo- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 56 hansson hansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 320 57 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 320 58 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 320 59 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 320 60 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 321 1 Unfortunately unfortunately RB work_7jtgrdqc4zeb7lul7vifzjglr4 321 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 321 3 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 321 4 direct direct JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 5 comparison comparison NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 321 7 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 321 8 possi- possi- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 9 ble ble JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 10 because because IN work_7jtgrdqc4zeb7lul7vifzjglr4 321 11 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 321 12 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 321 13 evaluated evaluate VBN work_7jtgrdqc4zeb7lul7vifzjglr4 321 14 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 321 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 321 16 CoNLL-2008 CoNLL-2008 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 17 datasets dataset NNS work_7jtgrdqc4zeb7lul7vifzjglr4 321 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 321 19 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 321 20 227 227 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 21 WSJ WSJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 22 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 23 UAS UAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 24 semp semp NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 25 semr semr NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 26 semF1 semF1 '' work_7jtgrdqc4zeb7lul7vifzjglr4 321 27 sempp sempp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 28 Lluı́s09 Lluı́s09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 29 87.48 87.48 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 30 89.91 89.91 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 31 73.87 73.87 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 32 67.40 67.40 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 33 70.49 70.49 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 34 39.68 39.68 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 35 Merlo09 Merlo09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 36 88.79 88.79 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 37 91.26 91.26 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 38 81.00 81.00 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 39 76.45 76.45 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 40 78.66 78.66 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 41 54.80 54.80 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 42 Pipe Pipe NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 43 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 321 44 Assig Assig NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 45 1st 1st NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 46 86.85 86.85 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 47 89.68 89.68 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 48 85.12 85.12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 49 73.78 73.78 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 50 79.05 79.05 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 51 54.12 54.12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 52 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 53 1st 1st NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 54 87.04 87.04 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 55 89.89 89.89 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 56 85.03 85.03 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 57 74.56 74.56 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 58 79.45 79.45 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 59 54.92 54.92 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 60 Pipe Pipe NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 61 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 321 62 Assig Assig NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 63 2nd 2nd NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 64 89.19 89.19 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 65 91.62 91.62 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 66 86.11 86.11 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 67 75.16 75.16 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 68 80.26 80.26 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 69 55.96 55.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 70 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 71 2nd 2nd NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 72 89.21 89.21 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 73 91.64 91.64 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 74 86.01 86.01 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 75 74.84 74.84 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 76 80.04 80.04 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 77 55.73 55.73 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 78 Brown Brown NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 79 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 80 UAS UAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 81 semp semp NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 82 semr semr NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 83 semF1 semF1 '' work_7jtgrdqc4zeb7lul7vifzjglr4 321 84 sempp sempp NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 85 Lluı́s09 Lluı́s09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 86 80.92 80.92 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 87 85.96 85.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 88 62.29 62.29 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 89 59.22 59.22 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 90 60.71 60.71 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 91 29.79 29.79 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 92 Merlo09 Merlo09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 93 80.84 80.84 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 94 86.32 86.32 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 95 68.97 68.97 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 96 63.06 63.06 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 97 65.89 65.89 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 98 38.92 38.92 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 99 Pipe Pipe NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 100 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 321 101 Assig Assig NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 102 1st 1st NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 103 80.96 80.96 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 104 86.58 86.58 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 105 72.91 72.91 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 106 60.16 60.16 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 107 65.93 65.93 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 108 38.44 38.44 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 109 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 110 1st 1st NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 111 81.18 81.18 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 112 86.86 86.86 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 113 72.53 72.53 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 114 60.76 60.76 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 115 66.12 66.12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 116 38.13 38.13 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 117 Pipe Pipe NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 118 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 321 119 Assig Assig NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 120 2nd 2nd NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 121 82.56 82.56 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 122 87.98 87.98 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 123 73.94 73.94 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 124 61.63 61.63 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 125 67.23 67.23 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 126 38.99 38.99 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 127 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 128 2nd 2nd JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 129 82.61 82.61 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 130 88.04 88.04 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 131 74.12 74.12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 132 61.59 61.59 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 133 67.28 67.28 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 134 38.92 38.92 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 135 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 136 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 321 137 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 321 138 Comparative comparative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 139 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 321 140 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 321 141 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 321 142 CoNLL–2009 conll–2009 NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 143 En- en- CC work_7jtgrdqc4zeb7lul7vifzjglr4 321 144 glish glish JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 145 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 146 sets set NNS work_7jtgrdqc4zeb7lul7vifzjglr4 321 147 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 321 148 namely namely RB work_7jtgrdqc4zeb7lul7vifzjglr4 321 149 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 321 150 WSJ WSJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 151 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 152 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 321 153 top top JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 154 table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 155 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 321 156 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 321 157 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 321 158 out out NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 159 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 321 160 domain domain NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 161 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 162 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 321 163 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 321 164 Brown Brown NNP work_7jtgrdqc4zeb7lul7vifzjglr4 321 165 corpus corpus NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 166 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 321 167 bottom bottom JJ work_7jtgrdqc4zeb7lul7vifzjglr4 321 168 table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 321 169 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 321 170 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 322 1 mantic mantic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 322 2 F1 F1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 322 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 323 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 323 2 bottom bottom JJ work_7jtgrdqc4zeb7lul7vifzjglr4 323 3 part part NN work_7jtgrdqc4zeb7lul7vifzjglr4 323 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 323 5 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 323 6 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 323 7 presents present NNS work_7jtgrdqc4zeb7lul7vifzjglr4 323 8 re- re- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 323 9 sults sult NNS work_7jtgrdqc4zeb7lul7vifzjglr4 323 10 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 323 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 323 12 out out JJ work_7jtgrdqc4zeb7lul7vifzjglr4 323 13 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 323 14 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 323 15 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 323 16 domain domain NN work_7jtgrdqc4zeb7lul7vifzjglr4 323 17 Brown brown JJ work_7jtgrdqc4zeb7lul7vifzjglr4 323 18 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 323 19 corpus corpus NN work_7jtgrdqc4zeb7lul7vifzjglr4 323 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 324 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 324 2 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 324 3 case case NN work_7jtgrdqc4zeb7lul7vifzjglr4 324 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 324 5 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 324 6 obtains obtain NNS work_7jtgrdqc4zeb7lul7vifzjglr4 324 7 slightly slightly RB work_7jtgrdqc4zeb7lul7vifzjglr4 324 8 better well JJR work_7jtgrdqc4zeb7lul7vifzjglr4 324 9 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 324 10 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 324 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 324 12 rest rest NN work_7jtgrdqc4zeb7lul7vifzjglr4 324 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 324 14 both both CC work_7jtgrdqc4zeb7lul7vifzjglr4 324 15 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 324 16 terms term NNS work_7jtgrdqc4zeb7lul7vifzjglr4 324 17 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 324 18 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 324 19 accuracy accuracy NN work_7jtgrdqc4zeb7lul7vifzjglr4 324 20 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 324 21 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 324 22 F1 f1 NN work_7jtgrdqc4zeb7lul7vifzjglr4 324 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 325 1 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 325 2 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 325 3 shows show VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 325 4 statistical statistical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 325 5 significance significance NN work_7jtgrdqc4zeb7lul7vifzjglr4 325 6 tests test NNS work_7jtgrdqc4zeb7lul7vifzjglr4 325 7 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 325 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 325 9 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 325 10 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 325 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 325 12 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 325 13 F1 f1 NN work_7jtgrdqc4zeb7lul7vifzjglr4 325 14 scores score NNS work_7jtgrdqc4zeb7lul7vifzjglr4 325 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 325 16 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 325 17 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 325 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 326 1 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 326 2 have have VBP work_7jtgrdqc4zeb7lul7vifzjglr4 326 3 applied apply VBN work_7jtgrdqc4zeb7lul7vifzjglr4 326 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 326 5 sign sign NN work_7jtgrdqc4zeb7lul7vifzjglr4 326 6 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 326 7 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 326 8 Wackerly Wackerly NNP work_7jtgrdqc4zeb7lul7vifzjglr4 326 9 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 326 10 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 326 11 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 326 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 326 13 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 326 14 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 326 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 326 16 approximate approximate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 326 17 randomization randomization NN work_7jtgrdqc4zeb7lul7vifzjglr4 326 18 tests test NNS work_7jtgrdqc4zeb7lul7vifzjglr4 326 19 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 326 20 Yeh Yeh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 326 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 326 22 2000 2000 CD work_7jtgrdqc4zeb7lul7vifzjglr4 326 23 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 326 24 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 326 25 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 326 26 pairs pair NNS work_7jtgrdqc4zeb7lul7vifzjglr4 326 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 326 28 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 326 29 outputs output NNS work_7jtgrdqc4zeb7lul7vifzjglr4 326 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 327 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 327 2 differences difference NNS work_7jtgrdqc4zeb7lul7vifzjglr4 327 3 be- be- VBD work_7jtgrdqc4zeb7lul7vifzjglr4 327 4 tween tween NN work_7jtgrdqc4zeb7lul7vifzjglr4 327 5 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 327 6 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 327 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 327 8 WSJ WSJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 327 9 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 327 10 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 327 11 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 327 12 considered consider VBN work_7jtgrdqc4zeb7lul7vifzjglr4 327 13 significant significant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 327 14 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 327 15 almost almost RB work_7jtgrdqc4zeb7lul7vifzjglr4 327 16 all all DT work_7jtgrdqc4zeb7lul7vifzjglr4 327 17 cases case NNS work_7jtgrdqc4zeb7lul7vifzjglr4 327 18 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 327 19 p p NN work_7jtgrdqc4zeb7lul7vifzjglr4 327 20 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 327 21 0.05 0.05 CD work_7jtgrdqc4zeb7lul7vifzjglr4 327 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 328 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 328 2 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 328 3 Brown brown JJ work_7jtgrdqc4zeb7lul7vifzjglr4 328 4 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 328 5 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 328 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 328 7 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 328 8 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 328 9 more more RBR work_7jtgrdqc4zeb7lul7vifzjglr4 328 10 unstable unstable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 328 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 328 12 dif- dif- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 328 13 ferences ference NNS work_7jtgrdqc4zeb7lul7vifzjglr4 328 14 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 328 15 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 328 16 significant significant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 328 17 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 328 18 general general JJ work_7jtgrdqc4zeb7lul7vifzjglr4 328 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 328 20 probably probably RB work_7jtgrdqc4zeb7lul7vifzjglr4 328 21 be- be- RB work_7jtgrdqc4zeb7lul7vifzjglr4 328 22 cause cause VB work_7jtgrdqc4zeb7lul7vifzjglr4 328 23 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 328 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 328 25 relatively relatively RB work_7jtgrdqc4zeb7lul7vifzjglr4 328 26 small small JJ work_7jtgrdqc4zeb7lul7vifzjglr4 328 27 size size NN work_7jtgrdqc4zeb7lul7vifzjglr4 328 28 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 328 29 that that DT work_7jtgrdqc4zeb7lul7vifzjglr4 328 30 test test NN work_7jtgrdqc4zeb7lul7vifzjglr4 328 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 329 1 Regarding regard VBG work_7jtgrdqc4zeb7lul7vifzjglr4 329 2 running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 329 3 times time NNS work_7jtgrdqc4zeb7lul7vifzjglr4 329 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 329 5 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 329 6 implementation implementation NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 329 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 329 9 baseline baseline NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 10 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 11 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 329 12 2nd 2nd JJ work_7jtgrdqc4zeb7lul7vifzjglr4 329 13 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 14 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 15 parses parse VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 329 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 329 17 development development NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 18 set set NN work_7jtgrdqc4zeb7lul7vifzjglr4 329 19 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 329 20 1,334 1,334 CD work_7jtgrdqc4zeb7lul7vifzjglr4 329 21 sentences sentence NNS work_7jtgrdqc4zeb7lul7vifzjglr4 329 22 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 329 23 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 329 24 less less JJR work_7jtgrdqc4zeb7lul7vifzjglr4 329 25 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 329 26 7 7 CD work_7jtgrdqc4zeb7lul7vifzjglr4 329 27 minutes minute NNS work_7jtgrdqc4zeb7lul7vifzjglr4 329 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 330 1 Running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 330 2 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 3 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 330 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 330 5 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 6 in- in- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 330 7 creases crease VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 330 8 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 330 9 time time NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 10 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 330 11 ∼8 ∼8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 330 12 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 13 due due IN work_7jtgrdqc4zeb7lul7vifzjglr4 330 14 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 330 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 330 16 overhead overhead NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 17 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 330 18 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 330 19 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 20 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 330 21 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 331 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 331 2 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 331 3 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 331 5 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 6 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 331 7 average average NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 9 61.3 61.3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 331 10 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 331 11 per per IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 12 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 331 14 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 331 15 ∼13 ∼13 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 331 16 % % NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 17 slower slow JJR work_7jtgrdqc4zeb7lul7vifzjglr4 331 18 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 19 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 331 20 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 21 due due JJ work_7jtgrdqc4zeb7lul7vifzjglr4 331 22 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 23 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 331 24 exploration exploration NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 25 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 26 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 331 27 space space NN work_7jtgrdqc4zeb7lul7vifzjglr4 331 28 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 331 29 precomputed precomputed JJ work_7jtgrdqc4zeb7lul7vifzjglr4 331 30 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 331 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 332 1 Finally finally RB work_7jtgrdqc4zeb7lul7vifzjglr4 332 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 332 3 Dual Dual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 332 4 Decom- Decom- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 332 5 position position NN work_7jtgrdqc4zeb7lul7vifzjglr4 332 6 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 332 7 2nd 2nd JJ work_7jtgrdqc4zeb7lul7vifzjglr4 332 8 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 332 9 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 332 10 converges converge NNS work_7jtgrdqc4zeb7lul7vifzjglr4 332 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 332 12 36.6 36.6 CD work_7jtgrdqc4zeb7lul7vifzjglr4 332 13 iterations iteration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 332 14 per per IN work_7jtgrdqc4zeb7lul7vifzjglr4 332 15 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 332 16 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 332 17 average average JJ work_7jtgrdqc4zeb7lul7vifzjglr4 332 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 333 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 333 2 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 333 3 itera- itera- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 333 4 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 333 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 333 6 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 333 7 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 333 8 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 333 9 perform perform VB work_7jtgrdqc4zeb7lul7vifzjglr4 333 10 roughly roughly RB work_7jtgrdqc4zeb7lul7vifzjglr4 333 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 333 12 same same JJ work_7jtgrdqc4zeb7lul7vifzjglr4 333 13 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 333 14 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 333 15 Forest Forest NNP work_7jtgrdqc4zeb7lul7vifzjglr4 333 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 333 17 while while IN work_7jtgrdqc4zeb7lul7vifzjglr4 333 18 subsequent subsequent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 333 19 iterations iteration NNS work_7jtgrdqc4zeb7lul7vifzjglr4 333 20 only only RB work_7jtgrdqc4zeb7lul7vifzjglr4 333 21 need need VBP work_7jtgrdqc4zeb7lul7vifzjglr4 333 22 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 333 23 re re VB work_7jtgrdqc4zeb7lul7vifzjglr4 333 24 - - VB work_7jtgrdqc4zeb7lul7vifzjglr4 333 25 parse parse VB work_7jtgrdqc4zeb7lul7vifzjglr4 333 26 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 333 27 sentence sentence NN work_7jtgrdqc4zeb7lul7vifzjglr4 333 28 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 333 29 respect respect NN work_7jtgrdqc4zeb7lul7vifzjglr4 333 30 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 333 31 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 333 32 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 333 33 up- up- NN work_7jtgrdqc4zeb7lul7vifzjglr4 333 34 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 333 35 slightly slightly RB work_7jtgrdqc4zeb7lul7vifzjglr4 333 36 different different JJ work_7jtgrdqc4zeb7lul7vifzjglr4 333 37 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 334 1 However however RB work_7jtgrdqc4zeb7lul7vifzjglr4 334 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 334 3 note note VB work_7jtgrdqc4zeb7lul7vifzjglr4 334 4 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 334 5 Merlo09 Merlo09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 334 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 334 7 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 334 8 applica- applica- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 334 9 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 334 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 334 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 334 12 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 334 13 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 334 14 Titov Titov NNP work_7jtgrdqc4zeb7lul7vifzjglr4 334 15 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 334 16 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 334 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 335 1 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 335 2 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 335 3 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 335 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 336 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 336 2 that that DT work_7jtgrdqc4zeb7lul7vifzjglr4 336 3 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 336 4 authors author NNS work_7jtgrdqc4zeb7lul7vifzjglr4 336 5 report report VBP work_7jtgrdqc4zeb7lul7vifzjglr4 336 6 results result NNS work_7jtgrdqc4zeb7lul7vifzjglr4 336 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 336 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 336 9 CoNLL-2008 CoNLL-2008 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 336 10 datasets dataset NNS work_7jtgrdqc4zeb7lul7vifzjglr4 336 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 336 12 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 336 13 they -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 336 14 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 336 15 com- com- RB work_7jtgrdqc4zeb7lul7vifzjglr4 336 16 parable parable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 336 17 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 336 18 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 336 19 ’s ’ VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 336 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 337 1 WSJ WSJ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 2 Brown Brown NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 3 ME ME NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 4 PA1 PA1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 5 DD1 DD1 VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 6 PA2 PA2 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 7 DD2 DD2 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 8 ME ME NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 9 PA1 PA1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 10 DD1 DD1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 11 PA2 PA2 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 12 DD2 DD2 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 13 LL LL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 14 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 15 • • VB work_7jtgrdqc4zeb7lul7vifzjglr4 337 16 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 17 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 18 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 19 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 20 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 21 � � NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 22 • • PRP work_7jtgrdqc4zeb7lul7vifzjglr4 337 23 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 24 � � , work_7jtgrdqc4zeb7lul7vifzjglr4 337 25 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 26 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 27 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 28 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 29 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 30 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 31 � � , work_7jtgrdqc4zeb7lul7vifzjglr4 337 32 � � NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 33 � � VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 34 � � VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 35 � � VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 36 � � VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 37 � � JJ work_7jtgrdqc4zeb7lul7vifzjglr4 337 38 � � , work_7jtgrdqc4zeb7lul7vifzjglr4 337 39 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 40 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 41 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 42 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 43 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 44 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 45 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 46 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 47 ME ME NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 48 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 49 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 50 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 51 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 52 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 53 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 54 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 55 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 56 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 57 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 58 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 59 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 60 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 61 � � NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 62 • • NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 63 • • NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 64 PA1 PA1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 65 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 66 • • VBP work_7jtgrdqc4zeb7lul7vifzjglr4 337 67 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 68 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 69 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 70 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 71 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 72 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 73 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 74 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 75 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 76 � � NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 77 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 78 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 79 • • NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 80 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 81 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 82 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 83 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 84 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 85 DD1 DD1 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 86 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 87 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 88 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 89 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 90 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 91 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 92 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 93 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 94 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 95 • • : work_7jtgrdqc4zeb7lul7vifzjglr4 337 96 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 97 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 98 • • VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 337 99 � � ADD work_7jtgrdqc4zeb7lul7vifzjglr4 337 100 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 101 PA2 PA2 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 102 • • NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 103 � � . work_7jtgrdqc4zeb7lul7vifzjglr4 337 104 � � NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 105 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 106 4 4 CD work_7jtgrdqc4zeb7lul7vifzjglr4 337 107 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 337 108 Statistical statistical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 337 109 tests test NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 110 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 337 111 significance significance NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 112 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 337 113 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 337 114 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 337 115 semF1 semF1 -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 337 116 differences difference NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 117 between between IN work_7jtgrdqc4zeb7lul7vifzjglr4 337 118 pairs pair NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 119 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 337 120 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 337 121 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 337 122 Table table NN work_7jtgrdqc4zeb7lul7vifzjglr4 337 123 3 3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 337 124 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 338 1 ◦ ◦ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 338 2 /• /• . work_7jtgrdqc4zeb7lul7vifzjglr4 338 3 = = NFP work_7jtgrdqc4zeb7lul7vifzjglr4 338 4 LAS LAS NNP work_7jtgrdqc4zeb7lul7vifzjglr4 338 5 difference difference NN work_7jtgrdqc4zeb7lul7vifzjglr4 338 6 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 338 7 significant significant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 338 8 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 338 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 338 10 sign/ sign/ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 338 11 approxi- approxi- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 338 12 mate mate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 338 13 randomization randomization NN work_7jtgrdqc4zeb7lul7vifzjglr4 338 14 tests test NNS work_7jtgrdqc4zeb7lul7vifzjglr4 338 15 at at IN work_7jtgrdqc4zeb7lul7vifzjglr4 338 16 0.05 0.05 CD work_7jtgrdqc4zeb7lul7vifzjglr4 338 17 level level NN work_7jtgrdqc4zeb7lul7vifzjglr4 338 18 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 339 1 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 339 2 / / SYM work_7jtgrdqc4zeb7lul7vifzjglr4 339 3 � � NNP work_7jtgrdqc4zeb7lul7vifzjglr4 339 4 = = SYM work_7jtgrdqc4zeb7lul7vifzjglr4 339 5 same same JJ work_7jtgrdqc4zeb7lul7vifzjglr4 339 6 mean- mean- NN work_7jtgrdqc4zeb7lul7vifzjglr4 339 7 ing ing NN work_7jtgrdqc4zeb7lul7vifzjglr4 339 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 339 9 semF1 semf1 ADD work_7jtgrdqc4zeb7lul7vifzjglr4 339 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 340 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 340 2 legend legend NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 340 4 systems system NNS work_7jtgrdqc4zeb7lul7vifzjglr4 340 5 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 340 6 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 340 7 LL LL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 340 8 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 340 9 Lluı́s09 Lluı́s09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 340 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 340 11 ME me NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 12 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 340 13 Merlo09 Merlo09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 340 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 340 15 PA1/2 pa1/2 NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 16 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 340 17 Pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 18 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 340 19 Assignment Assignment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 340 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 340 21 1st/2nd 1st/2nd CD work_7jtgrdqc4zeb7lul7vifzjglr4 340 22 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 340 24 DD1/2 dd1/2 XX work_7jtgrdqc4zeb7lul7vifzjglr4 340 25 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 340 26 Dual Dual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 340 27 Decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 28 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 340 29 1st/2nd 1st/2nd CD work_7jtgrdqc4zeb7lul7vifzjglr4 340 30 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 340 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 341 1 dates date NNS work_7jtgrdqc4zeb7lul7vifzjglr4 341 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 341 3 which which WDT work_7jtgrdqc4zeb7lul7vifzjglr4 341 4 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 341 5 extremely extremely RB work_7jtgrdqc4zeb7lul7vifzjglr4 341 6 sparse sparse JJ work_7jtgrdqc4zeb7lul7vifzjglr4 341 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 342 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 342 2 current current JJ work_7jtgrdqc4zeb7lul7vifzjglr4 342 3 im- im- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 342 4 plementation plementation NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 5 did do VBD work_7jtgrdqc4zeb7lul7vifzjglr4 342 6 not not RB work_7jtgrdqc4zeb7lul7vifzjglr4 342 7 take take VB work_7jtgrdqc4zeb7lul7vifzjglr4 342 8 advantage advantage NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 342 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 342 11 sparsity sparsity NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 12 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 342 13 updates update NNS work_7jtgrdqc4zeb7lul7vifzjglr4 342 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 342 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 342 16 overall overall RB work_7jtgrdqc4zeb7lul7vifzjglr4 342 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 342 18 DD DD NNP work_7jtgrdqc4zeb7lul7vifzjglr4 342 19 was be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 342 20 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 342 21 average average JJ work_7jtgrdqc4zeb7lul7vifzjglr4 342 22 13 13 CD work_7jtgrdqc4zeb7lul7vifzjglr4 342 23 times time NNS work_7jtgrdqc4zeb7lul7vifzjglr4 342 24 slower slow JJR work_7jtgrdqc4zeb7lul7vifzjglr4 342 25 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 342 26 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 342 27 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 28 running run VBG work_7jtgrdqc4zeb7lul7vifzjglr4 342 29 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 30 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 342 31 15 15 CD work_7jtgrdqc4zeb7lul7vifzjglr4 342 32 times time NNS work_7jtgrdqc4zeb7lul7vifzjglr4 342 33 slower slow JJR work_7jtgrdqc4zeb7lul7vifzjglr4 342 34 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 342 35 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 342 36 baseline baseline NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 37 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 342 38 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 343 1 7 7 LS work_7jtgrdqc4zeb7lul7vifzjglr4 343 2 Conclusion Conclusion NNP work_7jtgrdqc4zeb7lul7vifzjglr4 343 3 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 343 4 have have VBP work_7jtgrdqc4zeb7lul7vifzjglr4 343 5 introduced introduce VBN work_7jtgrdqc4zeb7lul7vifzjglr4 343 6 efficient efficient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 343 7 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 343 8 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 343 9 parse parse VB work_7jtgrdqc4zeb7lul7vifzjglr4 343 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 343 11 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 343 12 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 343 13 augmented augment VBN work_7jtgrdqc4zeb7lul7vifzjglr4 343 14 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 343 15 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 343 16 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 343 17 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 343 18 relations relation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 343 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 343 20 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 343 21 two two CD work_7jtgrdqc4zeb7lul7vifzjglr4 343 22 key key JJ work_7jtgrdqc4zeb7lul7vifzjglr4 343 23 ideas idea NNS work_7jtgrdqc4zeb7lul7vifzjglr4 343 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 344 1 One one CD work_7jtgrdqc4zeb7lul7vifzjglr4 344 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 344 3 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 344 4 predict predict VB work_7jtgrdqc4zeb7lul7vifzjglr4 344 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 344 6 local local JJ work_7jtgrdqc4zeb7lul7vifzjglr4 344 7 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 344 8 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 344 9 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 344 10 links link VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 344 11 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 344 12 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 344 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 344 14 its -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 344 15 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 344 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 344 17 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 344 18 seek seek VB work_7jtgrdqc4zeb7lul7vifzjglr4 344 19 agree- agree- NN work_7jtgrdqc4zeb7lul7vifzjglr4 344 20 ment ment JJ work_7jtgrdqc4zeb7lul7vifzjglr4 344 21 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 344 22 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 344 23 full full JJ work_7jtgrdqc4zeb7lul7vifzjglr4 344 24 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 344 25 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 344 26 using use VBG work_7jtgrdqc4zeb7lul7vifzjglr4 344 27 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 344 28 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 344 29 techniques technique NNS work_7jtgrdqc4zeb7lul7vifzjglr4 344 30 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 345 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 345 2 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 345 3 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 345 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 345 5 con- con- VB work_7jtgrdqc4zeb7lul7vifzjglr4 345 6 trol trol NN work_7jtgrdqc4zeb7lul7vifzjglr4 345 7 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 345 8 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 345 9 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 345 10 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 345 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 345 12 predicate- predicate- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 345 13 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 345 14 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 345 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 346 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 346 2 experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 346 3 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 346 4 observe observe VBP work_7jtgrdqc4zeb7lul7vifzjglr4 346 5 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 346 6 improvements improvement NNS work_7jtgrdqc4zeb7lul7vifzjglr4 346 7 resulting result VBG work_7jtgrdqc4zeb7lul7vifzjglr4 346 8 from from IN work_7jtgrdqc4zeb7lul7vifzjglr4 346 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 346 10 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 346 11 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 346 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 347 1 As as IN work_7jtgrdqc4zeb7lul7vifzjglr4 347 2 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 347 3 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 347 4 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 347 5 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 347 6 technique technique NN work_7jtgrdqc4zeb7lul7vifzjglr4 347 7 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 347 8 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 347 9 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 347 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 347 11 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 347 12 does do VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 347 13 improve improve VB work_7jtgrdqc4zeb7lul7vifzjglr4 347 14 over over IN work_7jtgrdqc4zeb7lul7vifzjglr4 347 15 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 347 16 pipelines pipeline NNS work_7jtgrdqc4zeb7lul7vifzjglr4 347 17 when when WRB work_7jtgrdqc4zeb7lul7vifzjglr4 347 18 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 347 19 use use VBP work_7jtgrdqc4zeb7lul7vifzjglr4 347 20 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 347 21 first first JJ work_7jtgrdqc4zeb7lul7vifzjglr4 347 22 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 347 23 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 347 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 348 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 348 2 means mean VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 348 3 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 348 4 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 348 5 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 348 6 configu- configu- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 348 7 ration ration NN work_7jtgrdqc4zeb7lul7vifzjglr4 348 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 348 9 explicit explicit JJ work_7jtgrdqc4zeb7lul7vifzjglr4 348 10 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 348 11 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 348 12 help help NN work_7jtgrdqc4zeb7lul7vifzjglr4 348 13 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 348 14 find find VB work_7jtgrdqc4zeb7lul7vifzjglr4 348 15 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 348 16 solution solution NN work_7jtgrdqc4zeb7lul7vifzjglr4 348 17 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 348 18 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 348 19 better well JJR work_7jtgrdqc4zeb7lul7vifzjglr4 348 20 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 348 21 both both DT work_7jtgrdqc4zeb7lul7vifzjglr4 348 22 layers layer NNS work_7jtgrdqc4zeb7lul7vifzjglr4 348 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 349 1 To to IN work_7jtgrdqc4zeb7lul7vifzjglr4 349 2 some some DT work_7jtgrdqc4zeb7lul7vifzjglr4 349 3 ex- ex- XX work_7jtgrdqc4zeb7lul7vifzjglr4 349 4 tent tent NN work_7jtgrdqc4zeb7lul7vifzjglr4 349 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 349 6 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 349 7 empirically empirically RB work_7jtgrdqc4zeb7lul7vifzjglr4 349 8 validates validate VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 349 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 349 10 research research NN work_7jtgrdqc4zeb7lul7vifzjglr4 349 11 objec- objec- NN work_7jtgrdqc4zeb7lul7vifzjglr4 349 12 tive tive NN work_7jtgrdqc4zeb7lul7vifzjglr4 349 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 349 14 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 349 15 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 349 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 350 1 However however RB work_7jtgrdqc4zeb7lul7vifzjglr4 350 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 350 3 when when WRB work_7jtgrdqc4zeb7lul7vifzjglr4 350 4 we -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 350 5 move move VBP work_7jtgrdqc4zeb7lul7vifzjglr4 350 6 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 350 7 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 350 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 350 9 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 350 10 parsers parser VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 350 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 350 12 differences difference NNS work_7jtgrdqc4zeb7lul7vifzjglr4 350 13 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 350 14 respect respect NN work_7jtgrdqc4zeb7lul7vifzjglr4 350 15 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 350 16 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 350 17 pipeline pipeline NN work_7jtgrdqc4zeb7lul7vifzjglr4 350 18 are be VBP work_7jtgrdqc4zeb7lul7vifzjglr4 350 19 insignificant insignificant JJ work_7jtgrdqc4zeb7lul7vifzjglr4 350 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 351 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 351 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 351 3 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 351 4 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 351 5 expected expect VBN work_7jtgrdqc4zeb7lul7vifzjglr4 351 6 that that IN work_7jtgrdqc4zeb7lul7vifzjglr4 351 7 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 351 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 351 9 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 351 10 improve improve VBP work_7jtgrdqc4zeb7lul7vifzjglr4 351 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 351 12 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 351 13 need need NN work_7jtgrdqc4zeb7lul7vifzjglr4 351 14 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 351 15 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 351 16 methods method NNS work_7jtgrdqc4zeb7lul7vifzjglr4 351 17 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 351 18 less less RBR work_7jtgrdqc4zeb7lul7vifzjglr4 351 19 critical critical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 351 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 352 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 352 2 remains remain VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 352 3 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 352 4 open open JJ work_7jtgrdqc4zeb7lul7vifzjglr4 352 5 question question NN work_7jtgrdqc4zeb7lul7vifzjglr4 352 6 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 352 7 validate validate VB work_7jtgrdqc4zeb7lul7vifzjglr4 352 8 if if IN work_7jtgrdqc4zeb7lul7vifzjglr4 352 9 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 352 10 improvements improvement NNS work_7jtgrdqc4zeb7lul7vifzjglr4 352 11 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 352 12 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 352 13 achieved achieve VBN work_7jtgrdqc4zeb7lul7vifzjglr4 352 14 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 352 15 integrating integrate VBG work_7jtgrdqc4zeb7lul7vifzjglr4 352 16 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 352 17 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 352 18 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 352 19 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 352 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 353 1 To to TO work_7jtgrdqc4zeb7lul7vifzjglr4 353 2 study study VB work_7jtgrdqc4zeb7lul7vifzjglr4 353 3 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 353 4 question question NN work_7jtgrdqc4zeb7lul7vifzjglr4 353 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 353 6 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 353 7 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 353 8 necessary necessary JJ work_7jtgrdqc4zeb7lul7vifzjglr4 353 9 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 353 10 have have VB work_7jtgrdqc4zeb7lul7vifzjglr4 353 11 efficient efficient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 353 12 pars- pars- NN work_7jtgrdqc4zeb7lul7vifzjglr4 353 13 ing ing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 353 14 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 353 15 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 353 16 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 353 17 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 353 18 structures structure NNS work_7jtgrdqc4zeb7lul7vifzjglr4 353 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 354 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 354 2 paper paper NN work_7jtgrdqc4zeb7lul7vifzjglr4 354 3 contributes contribute VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 354 4 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 354 5 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 354 6 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 354 7 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 354 8 has have VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 354 9 optimality optimality NN work_7jtgrdqc4zeb7lul7vifzjglr4 354 10 228 228 CD work_7jtgrdqc4zeb7lul7vifzjglr4 354 11 guarantees guarantee NNS work_7jtgrdqc4zeb7lul7vifzjglr4 354 12 whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 354 13 it -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 354 14 converges converge VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 354 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 355 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 355 2 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 355 3 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 355 4 incorporate incorporate VB work_7jtgrdqc4zeb7lul7vifzjglr4 355 5 richer rich JJR work_7jtgrdqc4zeb7lul7vifzjglr4 355 6 families family NNS work_7jtgrdqc4zeb7lul7vifzjglr4 355 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 355 8 fea- fea- DT work_7jtgrdqc4zeb7lul7vifzjglr4 355 9 tures ture NNS work_7jtgrdqc4zeb7lul7vifzjglr4 355 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 356 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 356 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 356 3 straightforward straightforward JJ work_7jtgrdqc4zeb7lul7vifzjglr4 356 4 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 356 5 incorporate incorporate VB work_7jtgrdqc4zeb7lul7vifzjglr4 356 6 better well JJR work_7jtgrdqc4zeb7lul7vifzjglr4 356 7 se- se- NN work_7jtgrdqc4zeb7lul7vifzjglr4 356 8 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 356 9 representations representation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 356 10 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 356 11 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 356 12 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 356 13 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 356 14 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 356 15 just just RB work_7jtgrdqc4zeb7lul7vifzjglr4 356 16 plain plain JJ work_7jtgrdqc4zeb7lul7vifzjglr4 356 17 words word NNS work_7jtgrdqc4zeb7lul7vifzjglr4 356 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 356 19 e.g. e.g. RB work_7jtgrdqc4zeb7lul7vifzjglr4 357 1 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 357 2 exploiting exploit VBG work_7jtgrdqc4zeb7lul7vifzjglr4 357 3 WordNet WordNet NNP work_7jtgrdqc4zeb7lul7vifzjglr4 357 4 or or CC work_7jtgrdqc4zeb7lul7vifzjglr4 357 5 distributional distributional JJ work_7jtgrdqc4zeb7lul7vifzjglr4 357 6 representations representation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 357 7 as as IN work_7jtgrdqc4zeb7lul7vifzjglr4 357 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 357 9 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 357 10 Zapirain Zapirain NNP work_7jtgrdqc4zeb7lul7vifzjglr4 357 11 et et NNP work_7jtgrdqc4zeb7lul7vifzjglr4 357 12 al al NNP work_7jtgrdqc4zeb7lul7vifzjglr4 357 13 . . NNP work_7jtgrdqc4zeb7lul7vifzjglr4 357 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 357 15 2013 2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 357 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 357 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 358 1 Potentially potentially RB work_7jtgrdqc4zeb7lul7vifzjglr4 358 2 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 358 3 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 358 4 could could MD work_7jtgrdqc4zeb7lul7vifzjglr4 358 5 result result VB work_7jtgrdqc4zeb7lul7vifzjglr4 358 6 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 358 7 larger large JJR work_7jtgrdqc4zeb7lul7vifzjglr4 358 8 im- im- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 358 9 provements provement NNS work_7jtgrdqc4zeb7lul7vifzjglr4 358 10 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 358 11 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 358 12 performance performance NN work_7jtgrdqc4zeb7lul7vifzjglr4 358 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 358 14 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 358 15 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 358 16 se- se- XX work_7jtgrdqc4zeb7lul7vifzjglr4 358 17 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 358 18 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 358 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 359 1 It -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 359 2 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 359 3 also also RB work_7jtgrdqc4zeb7lul7vifzjglr4 359 4 necessary necessary JJ work_7jtgrdqc4zeb7lul7vifzjglr4 359 5 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 359 6 experiment experiment VB work_7jtgrdqc4zeb7lul7vifzjglr4 359 7 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 359 8 differ- differ- XX work_7jtgrdqc4zeb7lul7vifzjglr4 359 9 ent ent NNP work_7jtgrdqc4zeb7lul7vifzjglr4 359 10 languages language NNS work_7jtgrdqc4zeb7lul7vifzjglr4 359 11 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 359 12 where where WRB work_7jtgrdqc4zeb7lul7vifzjglr4 359 13 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 359 14 performance performance NN work_7jtgrdqc4zeb7lul7vifzjglr4 359 15 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 359 16 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 359 17 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 359 18 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 359 19 lower low JJR work_7jtgrdqc4zeb7lul7vifzjglr4 359 20 than than IN work_7jtgrdqc4zeb7lul7vifzjglr4 359 21 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 359 22 English English NNP work_7jtgrdqc4zeb7lul7vifzjglr4 359 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 359 24 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 359 25 hence hence RB work_7jtgrdqc4zeb7lul7vifzjglr4 359 26 there there EX work_7jtgrdqc4zeb7lul7vifzjglr4 359 27 is be VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 359 28 potential potential JJ work_7jtgrdqc4zeb7lul7vifzjglr4 359 29 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 359 30 improvement improvement NN work_7jtgrdqc4zeb7lul7vifzjglr4 359 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 360 1 Our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 360 2 treatment treatment NN work_7jtgrdqc4zeb7lul7vifzjglr4 360 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 360 4 local local JJ work_7jtgrdqc4zeb7lul7vifzjglr4 360 5 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 360 6 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 360 7 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 360 8 links link VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 360 9 predicates predicate NNS work_7jtgrdqc4zeb7lul7vifzjglr4 360 10 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 360 11 argu- argu- NN work_7jtgrdqc4zeb7lul7vifzjglr4 360 12 ments ment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 360 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 360 14 based base VBN work_7jtgrdqc4zeb7lul7vifzjglr4 360 15 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 360 16 explicit explicit JJ work_7jtgrdqc4zeb7lul7vifzjglr4 360 17 enumeration enumeration NN work_7jtgrdqc4zeb7lul7vifzjglr4 360 18 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 360 19 likely likely JJ work_7jtgrdqc4zeb7lul7vifzjglr4 360 20 paths path NNS work_7jtgrdqc4zeb7lul7vifzjglr4 360 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 360 22 was be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 360 23 simplistic simplistic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 360 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 361 1 Future future JJ work_7jtgrdqc4zeb7lul7vifzjglr4 361 2 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 3 should should MD work_7jtgrdqc4zeb7lul7vifzjglr4 361 4 explore explore VB work_7jtgrdqc4zeb7lul7vifzjglr4 361 5 meth- meth- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 361 6 ods od NNS work_7jtgrdqc4zeb7lul7vifzjglr4 361 7 that that WDT work_7jtgrdqc4zeb7lul7vifzjglr4 361 8 model model VBP work_7jtgrdqc4zeb7lul7vifzjglr4 361 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 361 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 361 11 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 12 linking link VBG work_7jtgrdqc4zeb7lul7vifzjglr4 361 13 predi- predi- NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 14 cates cat VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 361 15 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 361 16 arguments argument NNS work_7jtgrdqc4zeb7lul7vifzjglr4 361 17 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 361 18 whenever whenever WRB work_7jtgrdqc4zeb7lul7vifzjglr4 361 19 this this DT work_7jtgrdqc4zeb7lul7vifzjglr4 361 20 structure structure NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 21 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 361 22 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 361 23 parsed parse VBN work_7jtgrdqc4zeb7lul7vifzjglr4 361 24 efficiently efficiently RB work_7jtgrdqc4zeb7lul7vifzjglr4 361 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 361 26 our -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 361 27 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 361 28 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 29 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 30 can can MD work_7jtgrdqc4zeb7lul7vifzjglr4 361 31 be be VB work_7jtgrdqc4zeb7lul7vifzjglr4 361 32 employed employ VBN work_7jtgrdqc4zeb7lul7vifzjglr4 361 33 to to TO work_7jtgrdqc4zeb7lul7vifzjglr4 361 34 define define VB work_7jtgrdqc4zeb7lul7vifzjglr4 361 35 an an DT work_7jtgrdqc4zeb7lul7vifzjglr4 361 36 efficient efficient JJ work_7jtgrdqc4zeb7lul7vifzjglr4 361 37 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 361 38 system system NN work_7jtgrdqc4zeb7lul7vifzjglr4 361 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 362 1 Acknowledgments acknowledgment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 362 2 We -PRON- PRP work_7jtgrdqc4zeb7lul7vifzjglr4 362 3 thank thank VBP work_7jtgrdqc4zeb7lul7vifzjglr4 362 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 362 5 editor editor NN work_7jtgrdqc4zeb7lul7vifzjglr4 362 6 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 362 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 362 8 anonymous anonymous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 362 9 reviewers reviewer NNS work_7jtgrdqc4zeb7lul7vifzjglr4 362 10 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 362 11 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 362 12 valuable valuable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 362 13 feedback feedback NN work_7jtgrdqc4zeb7lul7vifzjglr4 362 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 363 1 This this DT work_7jtgrdqc4zeb7lul7vifzjglr4 363 2 work work NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 3 was be VBD work_7jtgrdqc4zeb7lul7vifzjglr4 363 4 financed finance VBN work_7jtgrdqc4zeb7lul7vifzjglr4 363 5 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 363 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 363 7 European European NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 8 Commission Commission NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 9 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 363 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 363 11 XLike XLike NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 12 project project NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 14 FP7- FP7- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 15 288342 288342 CD work_7jtgrdqc4zeb7lul7vifzjglr4 363 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 17 ; ; : work_7jtgrdqc4zeb7lul7vifzjglr4 363 18 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 363 19 by by IN work_7jtgrdqc4zeb7lul7vifzjglr4 363 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 363 21 Spanish spanish JJ work_7jtgrdqc4zeb7lul7vifzjglr4 363 22 Government Government NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 23 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 363 24 project project NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 25 OpenMT-2 OpenMT-2 , work_7jtgrdqc4zeb7lul7vifzjglr4 363 26 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 27 TIN2009 tin2009 NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 28 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 363 29 14675-C03 14675-C03 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 30 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 363 31 01 01 CD work_7jtgrdqc4zeb7lul7vifzjglr4 363 32 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 363 34 project project NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 35 Skater Skater NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 36 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 37 TIN2012 TIN2012 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 38 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 363 39 38584-C06 38584-c06 CD work_7jtgrdqc4zeb7lul7vifzjglr4 363 40 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 363 41 01 01 CD work_7jtgrdqc4zeb7lul7vifzjglr4 363 42 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 43 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 363 44 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 363 45 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 363 46 Ramón Ramón NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 47 y y NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 48 Cajal Cajal NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 49 contract contract NN work_7jtgrdqc4zeb7lul7vifzjglr4 363 50 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 363 51 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 52 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 53 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 54 RYC-2008 RYC-2008 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 363 55 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 363 56 02223 02223 CD work_7jtgrdqc4zeb7lul7vifzjglr4 363 57 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 363 58 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 364 1 References reference VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 364 2 Rainer Rainer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 364 3 Burkard Burkard NNP work_7jtgrdqc4zeb7lul7vifzjglr4 364 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 364 5 Mario Mario NNP work_7jtgrdqc4zeb7lul7vifzjglr4 364 6 Dell’Amico Dell’Amico NNP work_7jtgrdqc4zeb7lul7vifzjglr4 364 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 364 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 364 9 Silvano Silvano NNP work_7jtgrdqc4zeb7lul7vifzjglr4 364 10 Martello Martello NNP work_7jtgrdqc4zeb7lul7vifzjglr4 364 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 365 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 365 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 366 1 Assignment Assignment NNP work_7jtgrdqc4zeb7lul7vifzjglr4 366 2 Problems problem NNS work_7jtgrdqc4zeb7lul7vifzjglr4 366 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 367 1 Society society NN work_7jtgrdqc4zeb7lul7vifzjglr4 367 2 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 367 3 Industrial Industrial NNP work_7jtgrdqc4zeb7lul7vifzjglr4 367 4 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 367 5 Applied Applied NNP work_7jtgrdqc4zeb7lul7vifzjglr4 367 6 Mathematics Mathematics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 367 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 368 1 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 368 2 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 368 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 368 4 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 368 5 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 368 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 369 1 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 369 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 370 1 Introduc- Introduc- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 370 2 tion tion NN work_7jtgrdqc4zeb7lul7vifzjglr4 370 3 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 370 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 370 5 CoNLL-2005 CoNLL-2005 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 370 6 shared share VBD work_7jtgrdqc4zeb7lul7vifzjglr4 370 7 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 370 8 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 370 9 Semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 370 10 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 370 11 labeling labeling NN work_7jtgrdqc4zeb7lul7vifzjglr4 370 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 371 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 371 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 371 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 371 5 Ninth Ninth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 371 8 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 9 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 10 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 11 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 12 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 371 13 CoNLL- CoNLL- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 14 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 371 15 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 371 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 371 17 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 371 18 152–164 152–164 CD work_7jtgrdqc4zeb7lul7vifzjglr4 371 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 371 20 Ann Ann NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 21 Arbor Arbor NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 371 23 Michigan Michigan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 371 25 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 371 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 372 1 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 372 2 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 372 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 373 1 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 373 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 374 1 Experiments experiment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 374 2 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 374 3 a a DT work_7jtgrdqc4zeb7lul7vifzjglr4 374 4 higher high JJR work_7jtgrdqc4zeb7lul7vifzjglr4 374 5 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 374 6 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 374 7 projective projective JJ work_7jtgrdqc4zeb7lul7vifzjglr4 374 8 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 374 9 parser parser NN work_7jtgrdqc4zeb7lul7vifzjglr4 374 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 375 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 375 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 375 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 375 5 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 6 Shared Shared NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 7 Task Task NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 8 Session Session NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 375 10 EMNLP EMNLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 11 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 375 12 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 13 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 375 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 375 15 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 375 16 957–961 957–961 CD work_7jtgrdqc4zeb7lul7vifzjglr4 375 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 375 18 Prague Prague NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 375 20 Czech Czech NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 21 Republic Republic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 375 23 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 375 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 376 1 Michael Michael NNP work_7jtgrdqc4zeb7lul7vifzjglr4 376 2 Collins Collins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 376 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 377 1 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 377 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 378 1 Discriminative discriminative JJ work_7jtgrdqc4zeb7lul7vifzjglr4 378 2 training training NN work_7jtgrdqc4zeb7lul7vifzjglr4 378 3 meth- meth- NN work_7jtgrdqc4zeb7lul7vifzjglr4 378 4 ods od NNS work_7jtgrdqc4zeb7lul7vifzjglr4 378 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 378 6 Hidden Hidden NNP work_7jtgrdqc4zeb7lul7vifzjglr4 378 7 Markov Markov NNP work_7jtgrdqc4zeb7lul7vifzjglr4 378 8 Models Models NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 378 9 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 378 10 Theory theory NN work_7jtgrdqc4zeb7lul7vifzjglr4 378 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 378 12 experi- experi- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 378 13 ments ment NNS work_7jtgrdqc4zeb7lul7vifzjglr4 378 14 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 378 15 Perceptron Perceptron NNP work_7jtgrdqc4zeb7lul7vifzjglr4 378 16 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 378 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 379 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 379 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 379 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 379 5 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 379 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 379 8 Empirical Empirical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 9 Methods Methods NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 379 10 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 379 11 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 12 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 13 Processing Processing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 379 15 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 379 16 1–8 1–8 CD work_7jtgrdqc4zeb7lul7vifzjglr4 379 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 379 18 July July NNP work_7jtgrdqc4zeb7lul7vifzjglr4 379 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 380 1 Dipanjan Dipanjan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 2 Das Das NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 380 4 André André NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 5 F. F. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 6 T. T. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 7 Martins Martins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 8 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 380 9 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 380 10 Noah Noah NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 11 A. A. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 12 Smith Smith NNP work_7jtgrdqc4zeb7lul7vifzjglr4 380 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 381 1 2012 2012 CD work_7jtgrdqc4zeb7lul7vifzjglr4 381 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 382 1 An an DT work_7jtgrdqc4zeb7lul7vifzjglr4 382 2 exact exact JJ work_7jtgrdqc4zeb7lul7vifzjglr4 382 3 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 382 4 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 382 5 algorithm algorithm NN work_7jtgrdqc4zeb7lul7vifzjglr4 382 6 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 382 7 shallow shallow JJ work_7jtgrdqc4zeb7lul7vifzjglr4 382 8 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 382 9 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 382 10 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 382 11 constraints constraint NNS work_7jtgrdqc4zeb7lul7vifzjglr4 382 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 383 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 383 2 Pro- Pro- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 3 ceedings ceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 383 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 383 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 383 6 First First NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 7 Joint Joint NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 8 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 9 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 383 10 Lexical Lexical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 383 12 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 13 Semantics Semantics NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 383 14 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 383 15 Volume Volume NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 16 1 1 CD work_7jtgrdqc4zeb7lul7vifzjglr4 383 17 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 383 18 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 383 19 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 383 20 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 383 21 main main JJ work_7jtgrdqc4zeb7lul7vifzjglr4 383 22 conference conference NN work_7jtgrdqc4zeb7lul7vifzjglr4 383 23 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 383 24 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 383 25 shared shared JJ work_7jtgrdqc4zeb7lul7vifzjglr4 383 26 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 383 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 383 28 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 383 29 Volume volume NN work_7jtgrdqc4zeb7lul7vifzjglr4 383 30 2 2 CD work_7jtgrdqc4zeb7lul7vifzjglr4 383 31 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 383 32 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 383 33 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 383 34 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 383 35 Sixth Sixth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 36 International International NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 37 Workshop Workshop NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 38 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 383 39 Semantic Semantic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 40 Evaluation Evaluation NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 41 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 383 42 SemEval SemEval NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 43 ’ ' '' work_7jtgrdqc4zeb7lul7vifzjglr4 383 44 12 12 CD work_7jtgrdqc4zeb7lul7vifzjglr4 383 45 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 383 46 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 383 47 209–217 209–217 CD work_7jtgrdqc4zeb7lul7vifzjglr4 383 48 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 383 49 Stroudsburg Stroudsburg NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 50 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 383 51 PA PA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 52 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 383 53 USA USA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 383 54 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 384 1 Jason Jason NNP work_7jtgrdqc4zeb7lul7vifzjglr4 384 2 Eisner Eisner NNP work_7jtgrdqc4zeb7lul7vifzjglr4 384 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 385 1 2000 2000 CD work_7jtgrdqc4zeb7lul7vifzjglr4 385 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 386 1 Bilexical bilexical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 386 2 grammars grammar NNS work_7jtgrdqc4zeb7lul7vifzjglr4 386 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 386 4 their -PRON- PRP$ work_7jtgrdqc4zeb7lul7vifzjglr4 386 5 cubic- cubic- NN work_7jtgrdqc4zeb7lul7vifzjglr4 386 6 time time NN work_7jtgrdqc4zeb7lul7vifzjglr4 386 7 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 386 8 algorithms algorithm NNS work_7jtgrdqc4zeb7lul7vifzjglr4 386 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 387 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 387 2 Harry Harry NNP work_7jtgrdqc4zeb7lul7vifzjglr4 387 3 Bunt Bunt NNP work_7jtgrdqc4zeb7lul7vifzjglr4 387 4 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 387 5 Anton Anton NNP work_7jtgrdqc4zeb7lul7vifzjglr4 387 6 Nijholt Nijholt NNP work_7jtgrdqc4zeb7lul7vifzjglr4 387 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 387 8 editors editor NNS work_7jtgrdqc4zeb7lul7vifzjglr4 387 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 387 10 Advances Advances NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 387 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 387 12 Probabilistic Probabilistic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 387 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 387 14 Other other JJ work_7jtgrdqc4zeb7lul7vifzjglr4 387 15 Parsing Parsing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 387 16 Technologies Technologies NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 387 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 387 18 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 387 19 29–62 29–62 CD work_7jtgrdqc4zeb7lul7vifzjglr4 387 20 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 388 1 Kluwer Kluwer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 388 2 Academic Academic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 388 3 Publishers Publishers NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 388 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 388 5 October October NNP work_7jtgrdqc4zeb7lul7vifzjglr4 388 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 389 1 Andrea Andrea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 2 Gesmundo Gesmundo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 389 4 James James NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 5 Henderson Henderson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 389 7 Paola Paola NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 8 Merlo Merlo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 389 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 389 11 Ivan Ivan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 12 Titov Titov NNP work_7jtgrdqc4zeb7lul7vifzjglr4 389 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 390 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 390 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 391 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 391 2 latent latent JJ work_7jtgrdqc4zeb7lul7vifzjglr4 391 3 variable variable JJ work_7jtgrdqc4zeb7lul7vifzjglr4 391 4 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 391 5 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 391 6 syn- syn- DT work_7jtgrdqc4zeb7lul7vifzjglr4 391 7 chronous chronous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 391 8 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 391 9 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 391 10 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 391 11 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 391 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 391 13 multiple multiple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 391 14 lan- lan- NN work_7jtgrdqc4zeb7lul7vifzjglr4 391 15 guages guage NNS work_7jtgrdqc4zeb7lul7vifzjglr4 391 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 392 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 392 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 392 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 392 5 Thirteenth Thirteenth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 6 Confer- Confer- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 7 ence ence NN work_7jtgrdqc4zeb7lul7vifzjglr4 392 8 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 392 9 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 10 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 11 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 12 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 392 14 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 15 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 392 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 392 17 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 392 18 Shared share VBN work_7jtgrdqc4zeb7lul7vifzjglr4 392 19 Task Task NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 392 21 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 392 22 37–42 37–42 CD work_7jtgrdqc4zeb7lul7vifzjglr4 392 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 392 24 Boulder Boulder NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 392 26 Colorado Colorado NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 392 28 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 392 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 393 1 Daniel Daniel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 393 2 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 393 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 393 4 Daniel Daniel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 393 5 Jurafsky Jurafsky NNP work_7jtgrdqc4zeb7lul7vifzjglr4 393 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 394 1 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 394 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 395 1 Automatic automatic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 395 2 la- la- NN work_7jtgrdqc4zeb7lul7vifzjglr4 395 3 beling beling NN work_7jtgrdqc4zeb7lul7vifzjglr4 395 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 395 5 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 395 6 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 395 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 396 1 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 396 2 Linguistics Linguistics NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 396 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 396 4 28(3):245–288 28(3):245–288 CD work_7jtgrdqc4zeb7lul7vifzjglr4 396 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 396 6 September September NNP work_7jtgrdqc4zeb7lul7vifzjglr4 396 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 397 1 Daniel Daniel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 397 2 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 397 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 397 4 Martha Martha NNP work_7jtgrdqc4zeb7lul7vifzjglr4 397 5 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 397 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 398 1 2002 2002 CD work_7jtgrdqc4zeb7lul7vifzjglr4 398 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 399 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 399 2 necessity necessity NN work_7jtgrdqc4zeb7lul7vifzjglr4 399 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 399 4 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 399 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 399 6 predicate predicate NN work_7jtgrdqc4zeb7lul7vifzjglr4 399 7 argument argument NN work_7jtgrdqc4zeb7lul7vifzjglr4 399 8 recognition recognition NN work_7jtgrdqc4zeb7lul7vifzjglr4 399 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 400 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 400 2 Pro- Pro- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 3 ceedings ceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 400 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 400 5 40th 40th JJ work_7jtgrdqc4zeb7lul7vifzjglr4 400 6 Annual Annual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 7 Meeting Meeting NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 400 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 400 10 Association Association NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 11 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 400 12 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 13 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 400 15 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 400 16 239–246 239–246 CD work_7jtgrdqc4zeb7lul7vifzjglr4 400 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 400 18 Philadel- Philadel- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 19 phia phia NN work_7jtgrdqc4zeb7lul7vifzjglr4 400 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 400 21 Pennsylvania Pennsylvania NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 400 23 USA USA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 400 25 July July NNP work_7jtgrdqc4zeb7lul7vifzjglr4 400 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 401 1 Jan Jan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 2 Hajič hajič CD work_7jtgrdqc4zeb7lul7vifzjglr4 401 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 4 Massimiliano Massimiliano NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 5 Ciaramita Ciaramita NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 7 Richard Richard NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 8 Johans- Johans- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 9 son son NN work_7jtgrdqc4zeb7lul7vifzjglr4 401 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 11 Daisuke Daisuke NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 12 Kawahara Kawahara NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 14 Maria Maria NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 15 Antònia antònia NN work_7jtgrdqc4zeb7lul7vifzjglr4 401 16 Martı́ Martı́ NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 18 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 19 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 21 Adam Adam NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 22 Meyers Meyers NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 24 Joakim Joakim NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 25 Nivre Nivre NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 27 Sebastian Sebastian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 28 Padó Padó NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 30 Jan Jan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 31 Štěpánek štěpánek NN work_7jtgrdqc4zeb7lul7vifzjglr4 401 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 33 Pavel Pavel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 34 Straňák Straňák NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 35 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 36 Mihai Mihai NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 37 Surdeanu Surdeanu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 39 Nianwen Nianwen NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 40 Xue Xue NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 41 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 401 42 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 401 43 Yi Yi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 44 Zhang Zhang NNP work_7jtgrdqc4zeb7lul7vifzjglr4 401 45 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 402 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 402 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 403 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 403 2 CoNLL- conll- NN work_7jtgrdqc4zeb7lul7vifzjglr4 403 3 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 403 4 shared share VBD work_7jtgrdqc4zeb7lul7vifzjglr4 403 5 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 403 6 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 403 7 Syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 403 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 403 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 403 10 dependen- dependen- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 403 11 cies cie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 403 12 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 403 13 multiple multiple JJ work_7jtgrdqc4zeb7lul7vifzjglr4 403 14 languages language NNS work_7jtgrdqc4zeb7lul7vifzjglr4 403 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 404 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 404 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 404 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 404 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 404 5 13th 13th JJ work_7jtgrdqc4zeb7lul7vifzjglr4 404 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 404 8 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 9 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 10 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 11 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 12 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 404 13 CoNLL-2009 conll-2009 NN work_7jtgrdqc4zeb7lul7vifzjglr4 404 14 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 404 15 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 404 16 Shared share VBN work_7jtgrdqc4zeb7lul7vifzjglr4 404 17 Task Task NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 404 19 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 404 20 1–18 1–18 CD work_7jtgrdqc4zeb7lul7vifzjglr4 404 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 404 22 Boulder Boulder NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 404 24 Colorado Colorado NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 404 26 USA USA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 404 28 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 404 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 405 1 Richard Richard NNP work_7jtgrdqc4zeb7lul7vifzjglr4 405 2 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 405 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 406 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 406 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 407 1 Statistical statistical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 407 2 bistratal bistratal NN work_7jtgrdqc4zeb7lul7vifzjglr4 407 3 depen- depen- VBD work_7jtgrdqc4zeb7lul7vifzjglr4 407 4 dency dency NN work_7jtgrdqc4zeb7lul7vifzjglr4 407 5 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 407 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 408 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 408 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 408 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 408 5 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 408 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 408 8 Empirical Empirical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 9 Methods Methods NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 408 10 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 408 11 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 12 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 13 Process- Process- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 14 ing ing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 408 16 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 408 17 561–569 561–569 CD work_7jtgrdqc4zeb7lul7vifzjglr4 408 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 408 19 Singapore Singapore NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 408 21 August August NNP work_7jtgrdqc4zeb7lul7vifzjglr4 408 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 409 1 Terry Terry NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 2 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 409 4 Amir Amir NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 5 Globerson Globerson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 409 7 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 8 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 409 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 409 11 Michael Michael NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 12 Collins Collins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 409 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 410 1 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 410 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 411 1 Structured structured JJ work_7jtgrdqc4zeb7lul7vifzjglr4 411 2 prediction prediction NN work_7jtgrdqc4zeb7lul7vifzjglr4 411 3 mod- mod- NN work_7jtgrdqc4zeb7lul7vifzjglr4 411 4 els els XX work_7jtgrdqc4zeb7lul7vifzjglr4 411 5 via via IN work_7jtgrdqc4zeb7lul7vifzjglr4 411 6 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 411 7 matrix matrix NN work_7jtgrdqc4zeb7lul7vifzjglr4 411 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 411 9 tree tree NN work_7jtgrdqc4zeb7lul7vifzjglr4 411 10 theorem theorem NN work_7jtgrdqc4zeb7lul7vifzjglr4 411 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 412 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 412 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 412 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 412 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 412 5 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 412 6 Joint Joint NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 7 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 8 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 412 9 Empirical Empirical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 10 Methods Methods NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 412 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 412 12 Nat- Nat- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 13 ural ural JJ work_7jtgrdqc4zeb7lul7vifzjglr4 412 14 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 15 Processing Processing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 412 17 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 18 Natu- Natu- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 19 ral ral JJ work_7jtgrdqc4zeb7lul7vifzjglr4 412 20 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 21 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 22 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 412 23 EMNLP EMNLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 24 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 412 25 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 26 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 412 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 412 28 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 412 29 141 141 CD work_7jtgrdqc4zeb7lul7vifzjglr4 412 30 – – : work_7jtgrdqc4zeb7lul7vifzjglr4 412 31 150 150 CD work_7jtgrdqc4zeb7lul7vifzjglr4 412 32 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 412 33 Prague Prague NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 34 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 412 35 Czech Czech NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 36 Republic Republic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 37 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 412 38 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 412 39 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 413 1 Terry Terry NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 2 Koo Koo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 413 4 Alexander Alexander NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 5 M. M. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 6 Rush Rush NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 413 8 Michael Michael NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 9 Collins Collins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 413 11 Tommi Tommi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 12 Jaakkola Jaakkola NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 13 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 413 14 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 413 15 David David NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 16 Sontag Sontag NNP work_7jtgrdqc4zeb7lul7vifzjglr4 413 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 414 1 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 414 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 415 1 Dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 415 2 decompo- decompo- NN work_7jtgrdqc4zeb7lul7vifzjglr4 415 3 sition sition NN work_7jtgrdqc4zeb7lul7vifzjglr4 415 4 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 415 5 parsing parse VBG work_7jtgrdqc4zeb7lul7vifzjglr4 415 6 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 415 7 non non JJ work_7jtgrdqc4zeb7lul7vifzjglr4 415 8 - - JJ work_7jtgrdqc4zeb7lul7vifzjglr4 415 9 projective projective JJ work_7jtgrdqc4zeb7lul7vifzjglr4 415 10 head head NN work_7jtgrdqc4zeb7lul7vifzjglr4 415 11 automata automata NN work_7jtgrdqc4zeb7lul7vifzjglr4 415 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 416 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 416 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 416 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 416 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 416 5 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 416 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 416 8 Empiri- Empiri- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 9 cal cal NN work_7jtgrdqc4zeb7lul7vifzjglr4 416 10 Methods Methods NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 416 11 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 416 12 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 13 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 14 Processing Processing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 416 16 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 416 17 1288–1298 1288–1298 CD work_7jtgrdqc4zeb7lul7vifzjglr4 416 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 416 19 Cambridge Cambridge NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 416 21 MA MA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 22 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 416 23 October October NNP work_7jtgrdqc4zeb7lul7vifzjglr4 416 24 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 417 1 229 229 CD work_7jtgrdqc4zeb7lul7vifzjglr4 417 2 Harold Harold NNP work_7jtgrdqc4zeb7lul7vifzjglr4 417 3 W. W. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 417 4 Kuhn Kuhn NNP work_7jtgrdqc4zeb7lul7vifzjglr4 417 5 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 418 1 1955 1955 CD work_7jtgrdqc4zeb7lul7vifzjglr4 418 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 419 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 419 2 Hungarian hungarian JJ work_7jtgrdqc4zeb7lul7vifzjglr4 419 3 method method NN work_7jtgrdqc4zeb7lul7vifzjglr4 419 4 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 419 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 419 6 assignment assignment NN work_7jtgrdqc4zeb7lul7vifzjglr4 419 7 problem problem NN work_7jtgrdqc4zeb7lul7vifzjglr4 419 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 420 1 Naval Naval NNP work_7jtgrdqc4zeb7lul7vifzjglr4 420 2 Research Research NNP work_7jtgrdqc4zeb7lul7vifzjglr4 420 3 Logistics Logistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 420 4 Quar- Quar- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 420 5 terly terly RB work_7jtgrdqc4zeb7lul7vifzjglr4 420 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 420 7 2(1 2(1 NN work_7jtgrdqc4zeb7lul7vifzjglr4 420 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 420 9 2):83–97 2):83–97 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 420 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 421 1 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 421 2 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 421 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 421 4 Stefan Stefan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 421 5 Bott Bott NNP work_7jtgrdqc4zeb7lul7vifzjglr4 421 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 421 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 421 8 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 421 9 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 421 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 422 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 422 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 423 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 423 2 second second JJ work_7jtgrdqc4zeb7lul7vifzjglr4 423 3 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 423 4 order order NN work_7jtgrdqc4zeb7lul7vifzjglr4 423 5 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 423 6 eisner eisner NN work_7jtgrdqc4zeb7lul7vifzjglr4 423 7 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 423 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 423 9 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 423 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 423 11 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 423 12 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 423 13 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 423 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 424 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 424 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 424 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 424 5 Thirteenth Thirteenth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 424 8 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 9 Natu- Natu- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 10 ral ral NN work_7jtgrdqc4zeb7lul7vifzjglr4 424 11 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 12 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 13 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 424 14 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 15 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 424 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 424 17 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 424 18 Shared share VBN work_7jtgrdqc4zeb7lul7vifzjglr4 424 19 Task Task NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 424 21 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 424 22 79–84 79–84 CD work_7jtgrdqc4zeb7lul7vifzjglr4 424 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 424 24 Boulder Boulder NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 424 26 Colorado Colorado NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 424 28 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 424 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 425 1 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 2 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 425 4 Xavier Xavier NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 5 Carreras Carreras NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 425 7 Kenneth Kenneth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 8 C. C. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 9 Litkowski Litkowski NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 425 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 425 12 Suzanne Suzanne NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 13 Stevenson Stevenson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 425 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 426 1 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 426 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 427 1 Semantic Semantic NNP work_7jtgrdqc4zeb7lul7vifzjglr4 427 2 Role Role NNP work_7jtgrdqc4zeb7lul7vifzjglr4 427 3 Label- Label- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 427 4 ing ing NN work_7jtgrdqc4zeb7lul7vifzjglr4 427 5 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 427 6 An an DT work_7jtgrdqc4zeb7lul7vifzjglr4 427 7 Introduction introduction NN work_7jtgrdqc4zeb7lul7vifzjglr4 427 8 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 427 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 427 10 Special Special NNP work_7jtgrdqc4zeb7lul7vifzjglr4 427 11 Issue issue NN work_7jtgrdqc4zeb7lul7vifzjglr4 427 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 428 1 Computa- Computa- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 428 2 tional tional JJ work_7jtgrdqc4zeb7lul7vifzjglr4 428 3 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 428 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 428 5 34(2):145–159 34(2):145–159 CD work_7jtgrdqc4zeb7lul7vifzjglr4 428 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 428 7 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 428 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 429 1 André André NNP work_7jtgrdqc4zeb7lul7vifzjglr4 429 2 Martins Martins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 429 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 429 4 Noah Noah NNP work_7jtgrdqc4zeb7lul7vifzjglr4 429 5 Smith Smith NNP work_7jtgrdqc4zeb7lul7vifzjglr4 429 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 429 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 429 8 Eric Eric NNP work_7jtgrdqc4zeb7lul7vifzjglr4 429 9 Xing Xing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 429 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 430 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 430 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 431 1 Con- Con- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 431 2 cise cise NNP work_7jtgrdqc4zeb7lul7vifzjglr4 431 3 integer integer NN work_7jtgrdqc4zeb7lul7vifzjglr4 431 4 linear linear NNP work_7jtgrdqc4zeb7lul7vifzjglr4 431 5 programming programming NN work_7jtgrdqc4zeb7lul7vifzjglr4 431 6 formulations formulation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 431 7 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 431 8 de- de- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 431 9 pendency pendency NN work_7jtgrdqc4zeb7lul7vifzjglr4 431 10 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 431 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 432 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 432 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 432 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 432 5 Joint Joint NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 6 Con- Con- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 7 ference ference NN work_7jtgrdqc4zeb7lul7vifzjglr4 432 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 432 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 432 10 47th 47th JJ work_7jtgrdqc4zeb7lul7vifzjglr4 432 11 Annual Annual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 12 Meeting Meeting NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 13 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 432 14 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 432 15 ACL ACL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 16 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 432 17 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 432 18 4th 4th JJ work_7jtgrdqc4zeb7lul7vifzjglr4 432 19 International International NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 20 Joint Joint NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 21 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 22 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 432 23 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 24 Lan- Lan- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 25 guage guage NN work_7jtgrdqc4zeb7lul7vifzjglr4 432 26 Processing processing NN work_7jtgrdqc4zeb7lul7vifzjglr4 432 27 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 432 28 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 432 29 AFNLP AFNLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 30 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 432 31 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 432 32 342–350 342–350 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 33 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 432 34 Sun- Sun- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 35 tec tec NN work_7jtgrdqc4zeb7lul7vifzjglr4 432 36 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 432 37 Singapore Singapore NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 38 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 432 39 August August NNP work_7jtgrdqc4zeb7lul7vifzjglr4 432 40 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 433 1 Ryan Ryan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 433 2 McDonald McDonald NNP work_7jtgrdqc4zeb7lul7vifzjglr4 433 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 433 4 Koby Koby NNP work_7jtgrdqc4zeb7lul7vifzjglr4 433 5 Crammer Crammer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 433 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 433 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 433 8 Fernando Fernando NNP work_7jtgrdqc4zeb7lul7vifzjglr4 433 9 Pereira Pereira NNP work_7jtgrdqc4zeb7lul7vifzjglr4 433 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 434 1 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 434 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 435 1 Online online JJ work_7jtgrdqc4zeb7lul7vifzjglr4 435 2 large large JJ work_7jtgrdqc4zeb7lul7vifzjglr4 435 3 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 435 4 margin margin NN work_7jtgrdqc4zeb7lul7vifzjglr4 435 5 training training NN work_7jtgrdqc4zeb7lul7vifzjglr4 435 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 435 7 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 435 8 parsers parser NNS work_7jtgrdqc4zeb7lul7vifzjglr4 435 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 436 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 436 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 436 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 436 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 436 5 43rd 43rd JJ work_7jtgrdqc4zeb7lul7vifzjglr4 436 6 Annual Annual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 7 Meet- Meet- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 8 ing ing NN work_7jtgrdqc4zeb7lul7vifzjglr4 436 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 436 10 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 436 11 Association Association NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 12 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 436 13 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 14 Linguistics Linguistics NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 436 15 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 436 16 ACL’05 ACL’05 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 17 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 436 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 436 19 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 436 20 91–98 91–98 CD work_7jtgrdqc4zeb7lul7vifzjglr4 436 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 436 22 Ann Ann NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 23 Arbor Arbor NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 436 25 Michigan Michigan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 26 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 436 27 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 436 28 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 437 1 Adam Adam NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 2 Meyers Meyers NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 437 4 Ruth Ruth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 5 Reeves Reeves NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 437 7 Catherine Catherine NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 8 Macleod Macleod NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 437 10 Rachel Rachel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 11 Szekely Szekely NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 437 13 Veronika Veronika NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 14 Zielinska Zielinska NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 15 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 437 16 Brian Brian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 17 Young Young NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 437 19 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 437 20 Ralph Ralph NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 21 Grishman Grishman NNP work_7jtgrdqc4zeb7lul7vifzjglr4 437 22 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 438 1 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 438 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 439 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 439 2 NomBank NomBank NNP work_7jtgrdqc4zeb7lul7vifzjglr4 439 3 Project Project NNP work_7jtgrdqc4zeb7lul7vifzjglr4 439 4 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 439 5 An an DT work_7jtgrdqc4zeb7lul7vifzjglr4 439 6 interim interim JJ work_7jtgrdqc4zeb7lul7vifzjglr4 439 7 report report NN work_7jtgrdqc4zeb7lul7vifzjglr4 439 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 440 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 440 2 A. a. NN work_7jtgrdqc4zeb7lul7vifzjglr4 440 3 Meyers Meyers NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 5 editor editor NN work_7jtgrdqc4zeb7lul7vifzjglr4 440 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 7 HLT HLT NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 8 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 440 9 NAACL NAACL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 10 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 440 11 Work- work- NN work_7jtgrdqc4zeb7lul7vifzjglr4 440 12 shop shop NN work_7jtgrdqc4zeb7lul7vifzjglr4 440 13 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 440 14 Frontiers frontier NNS work_7jtgrdqc4zeb7lul7vifzjglr4 440 15 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 440 16 Corpus Corpus NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 17 Annotation Annotation NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 19 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 440 20 24–31 24–31 CD work_7jtgrdqc4zeb7lul7vifzjglr4 440 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 22 Boston Boston NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 24 Massachusetts Massachusetts NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 26 USA USA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 440 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 440 28 May. May NNP work_7jtgrdqc4zeb7lul7vifzjglr4 441 1 Alessandro Alessandro NNP work_7jtgrdqc4zeb7lul7vifzjglr4 441 2 Moschitti Moschitti NNP work_7jtgrdqc4zeb7lul7vifzjglr4 441 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 442 1 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 442 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 443 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 443 2 study study NN work_7jtgrdqc4zeb7lul7vifzjglr4 443 3 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 443 4 convolution convolution NN work_7jtgrdqc4zeb7lul7vifzjglr4 443 5 kernels kernel NNS work_7jtgrdqc4zeb7lul7vifzjglr4 443 6 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 443 7 shallow shallow JJ work_7jtgrdqc4zeb7lul7vifzjglr4 443 8 statistic statistic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 443 9 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 443 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 444 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 444 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 444 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 444 5 42nd 42nd NN work_7jtgrdqc4zeb7lul7vifzjglr4 444 6 Meeting Meeting NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 7 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 444 8 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 444 9 Association Association NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 10 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 444 11 Computa- Computa- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 12 tional tional JJ work_7jtgrdqc4zeb7lul7vifzjglr4 444 13 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 14 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 444 15 ACL’04 ACL’04 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 16 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 444 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 444 18 Main Main NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 19 Volume Volume NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 20 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 444 21 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 444 22 335 335 CD work_7jtgrdqc4zeb7lul7vifzjglr4 444 23 – – SYM work_7jtgrdqc4zeb7lul7vifzjglr4 444 24 342 342 CD work_7jtgrdqc4zeb7lul7vifzjglr4 444 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 444 26 Barcelona Barcelona NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 444 28 Spain Spain NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 29 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 444 30 July July NNP work_7jtgrdqc4zeb7lul7vifzjglr4 444 31 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 445 1 Joakim Joakim NNP work_7jtgrdqc4zeb7lul7vifzjglr4 445 2 Nivre Nivre NNP work_7jtgrdqc4zeb7lul7vifzjglr4 445 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 445 4 Jens Jens NNP work_7jtgrdqc4zeb7lul7vifzjglr4 445 5 Nilsson Nilsson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 445 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 446 1 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 446 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 447 1 Pseudo pseudo JJ work_7jtgrdqc4zeb7lul7vifzjglr4 447 2 - - HYPH work_7jtgrdqc4zeb7lul7vifzjglr4 447 3 projective projective JJ work_7jtgrdqc4zeb7lul7vifzjglr4 447 4 dependency dependency NN work_7jtgrdqc4zeb7lul7vifzjglr4 447 5 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 447 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 448 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 448 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 448 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 448 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 448 5 43rd 43rd JJ work_7jtgrdqc4zeb7lul7vifzjglr4 448 6 Annual Annual NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 7 Meeting Meeting NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 448 9 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 448 10 Association Association NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 11 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 448 12 Computa- Computa- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 13 tional tional JJ work_7jtgrdqc4zeb7lul7vifzjglr4 448 14 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 15 ( ( -LRB- work_7jtgrdqc4zeb7lul7vifzjglr4 448 16 ACL’05 ACL’05 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 17 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 448 18 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 448 19 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 448 20 99–106 99–106 CD work_7jtgrdqc4zeb7lul7vifzjglr4 448 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 448 22 Ann Ann NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 23 Ar- Ar- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 24 bor bor NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 25 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 448 26 Michigan Michigan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 27 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 448 28 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 448 29 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 449 1 Martha Martha NNP work_7jtgrdqc4zeb7lul7vifzjglr4 449 2 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 449 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 449 4 Daniel Daniel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 449 5 Gildea Gildea NNP work_7jtgrdqc4zeb7lul7vifzjglr4 449 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 449 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 449 8 Paul Paul NNP work_7jtgrdqc4zeb7lul7vifzjglr4 449 9 Kingsbury Kingsbury NNP work_7jtgrdqc4zeb7lul7vifzjglr4 449 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 450 1 2005 2005 CD work_7jtgrdqc4zeb7lul7vifzjglr4 450 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 451 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 451 2 Proposition Proposition NNP work_7jtgrdqc4zeb7lul7vifzjglr4 451 3 Bank Bank NNP work_7jtgrdqc4zeb7lul7vifzjglr4 451 4 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 451 5 An an DT work_7jtgrdqc4zeb7lul7vifzjglr4 451 6 annotated annotate VBN work_7jtgrdqc4zeb7lul7vifzjglr4 451 7 corpus corpus NN work_7jtgrdqc4zeb7lul7vifzjglr4 451 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 451 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 451 10 roles role NNS work_7jtgrdqc4zeb7lul7vifzjglr4 451 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 452 1 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 452 2 Linguistics Linguistics NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 452 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 452 4 31(1):71 31(1):71 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 452 5 – – : work_7jtgrdqc4zeb7lul7vifzjglr4 452 6 106 106 CD work_7jtgrdqc4zeb7lul7vifzjglr4 452 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 452 8 March March NNP work_7jtgrdqc4zeb7lul7vifzjglr4 452 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 453 1 Vasin Vasin NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 2 Punyakanok Punyakanok NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 453 4 Dan Dan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 5 Roth Roth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 453 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 453 8 Wen Wen NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 9 tau tau NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 10 Yih Yih NNP work_7jtgrdqc4zeb7lul7vifzjglr4 453 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 454 1 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 454 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 455 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 455 2 importance importance NN work_7jtgrdqc4zeb7lul7vifzjglr4 455 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 455 4 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 455 5 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 455 6 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 455 7 inference inference NN work_7jtgrdqc4zeb7lul7vifzjglr4 455 8 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 455 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 455 10 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 455 11 labeling labeling NN work_7jtgrdqc4zeb7lul7vifzjglr4 455 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 456 1 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 456 2 Linguistics Linguistics NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 456 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 456 4 34(3):257–287 34(3):257–287 CD work_7jtgrdqc4zeb7lul7vifzjglr4 456 5 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 456 6 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 456 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 457 1 Sebastian Sebastian NNP work_7jtgrdqc4zeb7lul7vifzjglr4 457 2 Riedel Riedel NNP work_7jtgrdqc4zeb7lul7vifzjglr4 457 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 457 4 Andrew Andrew NNP work_7jtgrdqc4zeb7lul7vifzjglr4 457 5 McCallum McCallum NNP work_7jtgrdqc4zeb7lul7vifzjglr4 457 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 458 1 2011 2011 CD work_7jtgrdqc4zeb7lul7vifzjglr4 458 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 459 1 Fast fast JJ work_7jtgrdqc4zeb7lul7vifzjglr4 459 2 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 459 3 robust robust JJ work_7jtgrdqc4zeb7lul7vifzjglr4 459 4 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 459 5 models model NNS work_7jtgrdqc4zeb7lul7vifzjglr4 459 6 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 459 7 biomedical biomedical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 459 8 event event NN work_7jtgrdqc4zeb7lul7vifzjglr4 459 9 extraction extraction NN work_7jtgrdqc4zeb7lul7vifzjglr4 459 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 460 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 460 2 Proceedings Proceedings NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 460 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 460 5 2011 2011 CD work_7jtgrdqc4zeb7lul7vifzjglr4 460 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 460 8 Empirical Empirical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 9 Methods Methods NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 460 10 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 460 11 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 12 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 13 Processing Processing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 460 15 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 460 16 1–12 1–12 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 460 18 Edinburgh Edinburgh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 460 20 Scotland Scotland NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 460 22 UK UK NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 460 24 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 460 25 July July NNP work_7jtgrdqc4zeb7lul7vifzjglr4 460 26 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 461 1 Alexander Alexander NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 2 M M NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 3 Rush Rush NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 461 5 David David NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 6 Sontag Sontag NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 461 8 Michael Michael NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 9 Collins Collins NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 10 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 461 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 461 12 Tommi Tommi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 13 Jaakkola Jaakkola NNP work_7jtgrdqc4zeb7lul7vifzjglr4 461 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 462 1 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 462 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 463 1 On on IN work_7jtgrdqc4zeb7lul7vifzjglr4 463 2 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 463 3 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 463 4 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 463 5 linear linear JJ work_7jtgrdqc4zeb7lul7vifzjglr4 463 6 programming programming NN work_7jtgrdqc4zeb7lul7vifzjglr4 463 7 relaxations relaxation NNS work_7jtgrdqc4zeb7lul7vifzjglr4 463 8 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 463 9 natural natural JJ work_7jtgrdqc4zeb7lul7vifzjglr4 463 10 language language NN work_7jtgrdqc4zeb7lul7vifzjglr4 463 11 processing processing NN work_7jtgrdqc4zeb7lul7vifzjglr4 463 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 464 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 464 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 464 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 464 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 464 5 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 464 6 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 7 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 464 8 Empirical Empirical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 9 Methods Methods NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 464 10 in in IN work_7jtgrdqc4zeb7lul7vifzjglr4 464 11 Natural Natural NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 12 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 13 Processing Processing NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 464 15 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 464 16 1–11 1–11 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 464 18 Cambridge Cambridge NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 464 20 MA MA NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 464 22 October October NNP work_7jtgrdqc4zeb7lul7vifzjglr4 464 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 465 1 David David NNP work_7jtgrdqc4zeb7lul7vifzjglr4 465 2 Sontag Sontag NNP work_7jtgrdqc4zeb7lul7vifzjglr4 465 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 465 4 Amir Amir NNP work_7jtgrdqc4zeb7lul7vifzjglr4 465 5 Globerson Globerson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 465 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 465 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 465 8 Tommi Tommi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 465 9 Jaakkola Jaakkola NNP work_7jtgrdqc4zeb7lul7vifzjglr4 465 10 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 466 1 2010 2010 CD work_7jtgrdqc4zeb7lul7vifzjglr4 466 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 467 1 Introduction introduction NN work_7jtgrdqc4zeb7lul7vifzjglr4 467 2 to to IN work_7jtgrdqc4zeb7lul7vifzjglr4 467 3 dual dual JJ work_7jtgrdqc4zeb7lul7vifzjglr4 467 4 decomposition decomposition NN work_7jtgrdqc4zeb7lul7vifzjglr4 467 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 467 6 infer- infer- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 467 7 ence ence NN work_7jtgrdqc4zeb7lul7vifzjglr4 467 8 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 468 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 468 2 S. S. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 3 Sra Sra NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 468 5 S. S. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 6 Nowozin Nowozin NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 468 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 468 9 S. S. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 10 J. J. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 11 Wright Wright NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 468 13 editors editor NNS work_7jtgrdqc4zeb7lul7vifzjglr4 468 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 468 15 Optimization optimization NN work_7jtgrdqc4zeb7lul7vifzjglr4 468 16 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 468 17 Machine Machine NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 18 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 468 19 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 469 1 MIT MIT NNP work_7jtgrdqc4zeb7lul7vifzjglr4 469 2 Press Press NNP work_7jtgrdqc4zeb7lul7vifzjglr4 469 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 470 1 Mihai Mihai NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 2 Surdeanu Surdeanu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 470 4 Richard Richard NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 5 Johansson Johansson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 470 7 Adam Adam NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 8 Meyers Meyers NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 470 10 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 11 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 470 13 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 470 14 Joakim Joakim NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 15 Nivre Nivre NNP work_7jtgrdqc4zeb7lul7vifzjglr4 470 16 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 471 1 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 471 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 472 1 The the DT work_7jtgrdqc4zeb7lul7vifzjglr4 472 2 conll conll NN work_7jtgrdqc4zeb7lul7vifzjglr4 472 3 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 472 4 shared share VBD work_7jtgrdqc4zeb7lul7vifzjglr4 472 5 task task NN work_7jtgrdqc4zeb7lul7vifzjglr4 472 6 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 472 7 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 472 8 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 472 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 472 10 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 472 11 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 472 12 se- se- CD work_7jtgrdqc4zeb7lul7vifzjglr4 472 13 mantic mantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 472 14 dependencies dependency NNS work_7jtgrdqc4zeb7lul7vifzjglr4 472 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 473 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 473 2 CoNLL CoNLL NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 3 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 473 4 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 473 5 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 473 6 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 473 7 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 473 8 Twelfth Twelfth NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 9 Conference Conference NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 10 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 473 11 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 12 Natu- Natu- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 13 ral ral NN work_7jtgrdqc4zeb7lul7vifzjglr4 473 14 Language Language NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 15 Learning Learning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 16 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 473 17 pages page VBZ work_7jtgrdqc4zeb7lul7vifzjglr4 473 18 159–177 159–177 CD work_7jtgrdqc4zeb7lul7vifzjglr4 473 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 473 20 Manchester Manchester NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 473 22 England England NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 23 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 473 24 August August NNP work_7jtgrdqc4zeb7lul7vifzjglr4 473 25 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 474 1 Ivan Ivan NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 2 Titov Titov NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 474 4 James James NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 5 Henderson Henderson NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 474 7 Paola Paola NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 8 Merlo Merlo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 474 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 474 11 Gabriele Gabriele NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 12 Musillo Musillo NNP work_7jtgrdqc4zeb7lul7vifzjglr4 474 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 475 1 2009 2009 CD work_7jtgrdqc4zeb7lul7vifzjglr4 475 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 476 1 Online online JJ work_7jtgrdqc4zeb7lul7vifzjglr4 476 2 graph graph NN work_7jtgrdqc4zeb7lul7vifzjglr4 476 3 planarisation planarisation NN work_7jtgrdqc4zeb7lul7vifzjglr4 476 4 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 476 5 syn- syn- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 476 6 chronous chronous JJ work_7jtgrdqc4zeb7lul7vifzjglr4 476 7 parsing parsing NN work_7jtgrdqc4zeb7lul7vifzjglr4 476 8 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 476 9 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 476 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 476 11 syntactic syntactic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 476 12 dependen- dependen- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 476 13 cies cie NNS work_7jtgrdqc4zeb7lul7vifzjglr4 476 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 477 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 477 2 Proceedings proceeding NNS work_7jtgrdqc4zeb7lul7vifzjglr4 477 3 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 477 4 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 477 5 21st 21st JJ work_7jtgrdqc4zeb7lul7vifzjglr4 477 6 international international NNP work_7jtgrdqc4zeb7lul7vifzjglr4 477 7 jont jont NNP work_7jtgrdqc4zeb7lul7vifzjglr4 477 8 conference conference NN work_7jtgrdqc4zeb7lul7vifzjglr4 477 9 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 477 10 Artifical artifical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 477 11 intelligence intelligence NN work_7jtgrdqc4zeb7lul7vifzjglr4 477 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 477 13 IJCAI’09 IJCAI’09 NNP work_7jtgrdqc4zeb7lul7vifzjglr4 477 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 477 15 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 477 16 1562–1567 1562–1567 CD work_7jtgrdqc4zeb7lul7vifzjglr4 477 17 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 478 1 Kristina Kristina NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 2 Toutanova Toutanova NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 478 4 Aria Aria NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 5 Haghighi Haghighi NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 478 7 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 478 8 Christopher Christopher NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 9 D. D. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 10 Manning Manning NNP work_7jtgrdqc4zeb7lul7vifzjglr4 478 11 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 479 1 2008 2008 CD work_7jtgrdqc4zeb7lul7vifzjglr4 479 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 480 1 A a DT work_7jtgrdqc4zeb7lul7vifzjglr4 480 2 global global JJ work_7jtgrdqc4zeb7lul7vifzjglr4 480 3 joint joint JJ work_7jtgrdqc4zeb7lul7vifzjglr4 480 4 model model NN work_7jtgrdqc4zeb7lul7vifzjglr4 480 5 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 480 6 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 480 7 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 480 8 labeling labeling NN work_7jtgrdqc4zeb7lul7vifzjglr4 480 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 481 1 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 481 2 Linguistics Linguistics NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 481 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 481 4 34(2):161 34(2):161 CD work_7jtgrdqc4zeb7lul7vifzjglr4 481 5 – – : work_7jtgrdqc4zeb7lul7vifzjglr4 481 6 191 191 CD work_7jtgrdqc4zeb7lul7vifzjglr4 481 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 481 8 June June NNP work_7jtgrdqc4zeb7lul7vifzjglr4 481 9 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 482 1 Dennis Dennis NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 2 D. D. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 3 Wackerly Wackerly NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 4 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 482 5 William William NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 6 Mendenhall Mendenhall NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 482 8 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 482 9 Richard Richard NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 10 L. L. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 11 Scheaffer Scheaffer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 482 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 482 13 2007 2007 CD work_7jtgrdqc4zeb7lul7vifzjglr4 482 14 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 483 1 Mathematical Mathematical NNP work_7jtgrdqc4zeb7lul7vifzjglr4 483 2 Statis- Statis- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 483 3 tics tic NNS work_7jtgrdqc4zeb7lul7vifzjglr4 483 4 with with IN work_7jtgrdqc4zeb7lul7vifzjglr4 483 5 Applications Applications NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 483 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 483 7 chapter chapter NN work_7jtgrdqc4zeb7lul7vifzjglr4 483 8 15 15 CD work_7jtgrdqc4zeb7lul7vifzjglr4 483 9 : : : work_7jtgrdqc4zeb7lul7vifzjglr4 483 10 Nonparametric nonparametric JJ work_7jtgrdqc4zeb7lul7vifzjglr4 483 11 statistics statistic NNS work_7jtgrdqc4zeb7lul7vifzjglr4 483 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 484 1 Duxbury Duxbury NNP work_7jtgrdqc4zeb7lul7vifzjglr4 484 2 Press Press NNP work_7jtgrdqc4zeb7lul7vifzjglr4 484 3 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 485 1 Nianwen Nianwen NNP work_7jtgrdqc4zeb7lul7vifzjglr4 485 2 Xue Xue NNP work_7jtgrdqc4zeb7lul7vifzjglr4 485 3 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 485 4 Martha Martha NNP work_7jtgrdqc4zeb7lul7vifzjglr4 485 5 Palmer Palmer NNP work_7jtgrdqc4zeb7lul7vifzjglr4 485 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 486 1 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 486 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 487 1 Calibrating calibrate VBG work_7jtgrdqc4zeb7lul7vifzjglr4 487 2 features feature NNS work_7jtgrdqc4zeb7lul7vifzjglr4 487 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 487 4 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 487 5 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 487 6 labeling labeling NN work_7jtgrdqc4zeb7lul7vifzjglr4 487 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 488 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 488 2 Dekang Dekang NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 3 Lin Lin NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 4 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 488 5 Dekai Dekai NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 6 Wu Wu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 7 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 488 8 editors editor NNS work_7jtgrdqc4zeb7lul7vifzjglr4 488 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 488 10 Proceedings Proceedings NNPS work_7jtgrdqc4zeb7lul7vifzjglr4 488 11 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 488 12 EMNLP EMNLP NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 13 2004 2004 CD work_7jtgrdqc4zeb7lul7vifzjglr4 488 14 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 488 15 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 488 16 88–94 88–94 CD work_7jtgrdqc4zeb7lul7vifzjglr4 488 17 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 488 18 Barcelona Barcelona NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 19 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 488 20 Spain Spain NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 21 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 488 22 July July NNP work_7jtgrdqc4zeb7lul7vifzjglr4 488 23 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 489 1 Alexander Alexander NNP work_7jtgrdqc4zeb7lul7vifzjglr4 489 2 S. S. NNP work_7jtgrdqc4zeb7lul7vifzjglr4 489 3 Yeh Yeh NNP work_7jtgrdqc4zeb7lul7vifzjglr4 489 4 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 490 1 2000 2000 CD work_7jtgrdqc4zeb7lul7vifzjglr4 490 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 491 1 More more RBR work_7jtgrdqc4zeb7lul7vifzjglr4 491 2 accurate accurate JJ work_7jtgrdqc4zeb7lul7vifzjglr4 491 3 tests test NNS work_7jtgrdqc4zeb7lul7vifzjglr4 491 4 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 491 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 491 6 sta- sta- JJ work_7jtgrdqc4zeb7lul7vifzjglr4 491 7 tistical tistical JJ work_7jtgrdqc4zeb7lul7vifzjglr4 491 8 significance significance NN work_7jtgrdqc4zeb7lul7vifzjglr4 491 9 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 491 10 result result NN work_7jtgrdqc4zeb7lul7vifzjglr4 491 11 differences difference NNS work_7jtgrdqc4zeb7lul7vifzjglr4 491 12 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 492 1 In in IN work_7jtgrdqc4zeb7lul7vifzjglr4 492 2 Proceed- Proceed- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 492 3 ings ing NNS work_7jtgrdqc4zeb7lul7vifzjglr4 492 4 of of IN work_7jtgrdqc4zeb7lul7vifzjglr4 492 5 the the DT work_7jtgrdqc4zeb7lul7vifzjglr4 492 6 18th 18th JJ work_7jtgrdqc4zeb7lul7vifzjglr4 492 7 conference conference NN work_7jtgrdqc4zeb7lul7vifzjglr4 492 8 on on IN work_7jtgrdqc4zeb7lul7vifzjglr4 492 9 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 492 10 linguis- linguis- NNP work_7jtgrdqc4zeb7lul7vifzjglr4 492 11 tics tic NNS work_7jtgrdqc4zeb7lul7vifzjglr4 492 12 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 492 13 pages page NNS work_7jtgrdqc4zeb7lul7vifzjglr4 492 14 947–953 947–953 CD work_7jtgrdqc4zeb7lul7vifzjglr4 492 15 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 493 1 Beñat Beñat NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 2 Zapirain Zapirain NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 493 4 Eneko Eneko NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 5 Agirre Agirre NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 6 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 493 7 Lluı́s Lluı́s NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 8 Màrquez Màrquez NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 9 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 493 10 and and CC work_7jtgrdqc4zeb7lul7vifzjglr4 493 11 Mihai Mihai NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 12 Surdeanu Surdeanu NNP work_7jtgrdqc4zeb7lul7vifzjglr4 493 13 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 494 1 2013 2013 CD work_7jtgrdqc4zeb7lul7vifzjglr4 494 2 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 495 1 Selectional Selectional NNP work_7jtgrdqc4zeb7lul7vifzjglr4 495 2 preferences preference NNS work_7jtgrdqc4zeb7lul7vifzjglr4 495 3 for for IN work_7jtgrdqc4zeb7lul7vifzjglr4 495 4 semantic semantic JJ work_7jtgrdqc4zeb7lul7vifzjglr4 495 5 role role NN work_7jtgrdqc4zeb7lul7vifzjglr4 495 6 classification classification NN work_7jtgrdqc4zeb7lul7vifzjglr4 495 7 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 496 1 Computational Computational NNP work_7jtgrdqc4zeb7lul7vifzjglr4 496 2 Linguistics Linguistics NNP work_7jtgrdqc4zeb7lul7vifzjglr4 496 3 , , , work_7jtgrdqc4zeb7lul7vifzjglr4 496 4 39(3 39(3 CD work_7jtgrdqc4zeb7lul7vifzjglr4 496 5 ) ) -RRB- work_7jtgrdqc4zeb7lul7vifzjglr4 496 6 . . . work_7jtgrdqc4zeb7lul7vifzjglr4 497 1 230 230 CD