Proceedings of proceedings P Pr Pro Proc BLOCKSTART PAGESTART NEWFONT HIGHERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 0 0 ():,–, 6 10 0 0 0 0 0 Boulder, Colorado, boulder, B Bo Bou Boul BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 0 0 ,,. 3 2 0 0 0 0 0 2009 Association 2009 2 20 200 2009 BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS ALLDIGIT 0 0 0 0 1 0 0 0 0 0 no 0 3 0 0 0 0 0 Multilingual Semantic multilingual M Mu Mul Mult BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 0 0 no 0 10 0 0 0 0 1 Anders Björkelund anders A An And Ande BLOCKSTART PAGEIN SAMEFONT LOWERFONT 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 0 0 no 0 3 0 0 0 0 1 Love Hafdell love L Lo Lov Love BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 1 0 0 0 0 0 0 0 no 0 2 0 0 0 0 1 Pierre Nugues pierre P Pi Pie Pier BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 0 0 no 0 2 0 0 0 0 1 Department of department D De Dep Depa BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 0 0 , 1 10 0 0 0 0 1 S-221 00 s-221 S S- S-2 S-22 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 0 0 -, 2 4 0 0 0 0 1 fte04abj@student.lth.se fte04abj@student.lth.se fte04abj@student.lth.se f ft fte fte0 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS CONTAINSDIGITS 0 0 0 0 0 0 1 0 0 0 .. 2 5 0 0 0 0 1 love hafdell@hotmail.com love l lo lov love BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 1 1 0 0 0 0 0 0 0 . 1 5 0 0 0 0 1 Pierre.Nugues@cs.lth.se Pierre.Nugues@cs.lth.se pierre.nugues@cs.lth.se P Pi Pie Pier BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 1 0 0 0 ... 3 5 0 0 0 0 1 Abstract Abstract abstract A Ab Abs Abst BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 0 1 no 0 10 0 0 0 0 1 This paper this T Th Thi This BLOCKSTART PAGEIN NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 0 1 no 0 9 0 0 0 0 1 semantic role semantic s se sem sema BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 0 1 (-) 3 9 0 0 0 0 1 CoNLL-2009 shared conll-2009 C Co CoN CoNL BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP CONTAINSDIGITS 0 0 0 0 1 0 0 0 0 1 -- 2 8 0 0 0 0 1 lenge (Hajič lenge l le len leng BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 0 1 (.,).- 6 8 0 0 0 0 1 sists of sists s si sis sist BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 0 1 ,- 2 9 0 0 0 0 1 sifiers that sifiers s si sif sifi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 0 1 ,- 2 10 0 0 0 0 1 guments of guments g gu gum gume BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 0 1 , 1 8 0 0 0 0 1 labels. 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regularized r re reg regu BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 1 9 - 1 9 0 0 0 0 1 LINEAR package linear L LI LIN LINE BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP NODIGIT 0 0 1 0 0 0 0 0 1 9 (.,). 5 8 0 0 0 0 1 implementation makes implementation i im imp impl BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 1 9 no 0 9 0 0 0 0 1 43 43 43 4 43 43 43 BLOCKSTART PAGEEND NEWFONT SAMEFONTSIZE 0 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 1 11 no 0 10 0 0 0 0 0 N candidates n N N N N BLOCKSTART PAGESTART NEWFONT LOWERFONT 0 1 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 1 0 no 0 10 0 0 1 1 1 N candidates n N N N N BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 1 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 1 0 no 0 10 0 0 1 0 1 Reranker Reranker reranker R Re Rer Rera BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 1 0 no 0 2 0 0 0 0 1 Local features local L Lo Loc Loca BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 10 0 0 0 0 1 Global model global G Gl Glo Glob BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 10 0 0 0 0 1 Linear combination linear L Li Lin Line BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 10 0 0 0 0 1 Local classifier local L Lo Loc Loca BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 10 0 0 0 0 1 Sense disambiguation sense S Se Sen Sens BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 10 0 0 0 0 1 greedy search greedy g gr gre gree BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 6 0 0 0 0 1 Argument identification argument A Ar Arg Argu BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 1 0 no 0 10 0 0 0 0 1 beam search beam b be bea beam BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 1 0 0 0 0 0 1 0 no 0 5 0 0 0 0 1 Argument labeling argument A Ar Arg 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0 0 1 0 0 0 0 0 2 1 no 0 9 0 0 0 0 1 and verbal and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 1 ., 2 9 0 0 0 0 1 predicate plan.01 predicate p pr pre pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 1 .. 2 9 0 0 0 0 1 do not do d do do do BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 1 . 1 8 0 0 0 0 1 Hence, we hence, H He Hen Henc BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 2 1 , 1 9 0 0 0 0 1 plan that plan p pl pla plan BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 1 - 1 9 0 0 0 0 1 cate. cate. cate. c ca cat cate BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 2 1 . 1 1 0 0 0 0 1 Table 1: table T Ta Tab Tabl BLOCKSTART PAGEIN SAMEFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 2 3 :. 2 10 0 0 0 0 1 ca ch ca c ca ca ca BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 2 3 no 0 10 0 0 0 0 1 PredWord PredWord predword P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 2 3 no 0 5 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 PredPOS PredPOS predpos P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 2 3 no 0 4 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 PredDeprel PredDeprel preddeprel P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 2 3 no 0 6 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT 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0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 DepSubCat DepSubCat depsubcat D De Dep DepS BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 2 3 no 0 5 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 2 3 • 1 1 0 0 0 0 1 ChildDepSet ChildDepSet childdepset C Ch Chi Chil BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 2 3 no 0 6 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT 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BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 2 5 . 1 9 0 0 0 0 1 multiple dependencies multiple m mu mul mult BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 5 .- 2 8 0 0 0 0 1 stead, we stead, s st ste stea BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 5 ,(.. 4 9 0 0 0 0 1 double edge) double d do dou doub BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 5 )(..) 5 10 0 0 0 0 1 having their having h ha hav havi BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 2 5 . 1 4 0 0 0 0 1 2.3 Identification 2.3 2 2. 2.3 2.3 BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 3 7 . 1 10 0 0 0 0 1 For the for F Fo For For BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 7 , 1 9 0 0 0 0 1 for the for f fo for for BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 no 0 9 0 0 0 0 1 AI and ai A AI AI AI BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP NODIGIT 0 1 0 0 0 0 0 0 3 7 . 1 9 0 0 0 0 1 classifiers for classifiers c cl cla clas BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 7 .- 2 9 0 0 0 0 1 tended this tended t te ten tend BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 - 1 9 0 0 0 0 1 ing predicates ing i in ing ing BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 0 0 0 0 0 0 3 7 no 0 9 0 0 0 0 1 tagger. For tagger. t ta tag tagg BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 7 ., 2 9 0 0 0 0 1 feature sets feature f fe fea feat BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 -. 2 7 0 0 0 0 1 We wanted we W We We We BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 7 no 0 8 0 0 0 0 1 other languages, other o ot oth othe BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 ,,- 3 8 0 0 0 0 1 cates had cates c ca cat cate BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 0 0 0 0 0 0 3 7 .- 2 9 0 0 0 0 1 tion (See tion t ti tio tion BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 7 (..),- 6 9 0 0 0 0 1 ticularly in ticularly t ti tic ticu BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 7 no 0 9 0 0 0 0 1 the annotation, the t th the the BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 , 1 9 0 0 0 0 1 trained a trained t tr tra trai BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 no 0 10 0 0 0 0 1 and AC and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 . 1 2 0 0 0 0 1 For each for F Fo For For BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 7 , 1 8 0 0 0 0 1 similar to similar s si sim simi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 no 0 8 0 0 0 0 1 Nugues (2008). nugues N Nu Nug Nugu BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 7 (). 3 9 0 0 0 0 1 we denote we w we we we BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 :-,-, 5 8 0 0 0 0 1 Arg-, Left-, arg-, A Ar Arg Arg- BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 7 -,-,-,-,- 9 9 0 0 0 0 1 for, respectively, for, f fo for for, BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 ,,, 3 9 0 0 0 0 1 predicate, the predicate, p pr pre pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 ,, 2 9 0 0 0 0 1 dependents of dependents d de dep depe BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 3 7 , 1 9 0 0 0 0 1 44 44 44 4 44 44 44 BLOCKSTART PAGEEND NEWFONT SAMEFONTSIZE 0 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 3 11 no 0 10 0 0 0 0 0 Table 2: table T Ta Tab Tabl BLOCKSTART PAGESTART NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 0 :. 2 10 0 0 0 0 1 Argument identification argument A Ar Arg Argu BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 0 no 0 10 0 0 0 0 1 Argument classification argument A Ar Arg Argu BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 0 no 0 10 0 0 0 0 1 ca ch ca c ca ca ca BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 en en en e en en en BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 1 0 0 0 0 1 ge ja ge g ge ge ge BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 7 0 0 0 0 1 en en en e en en en BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 1 0 0 0 0 1 ge ja ge g ge ge ge BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 PredWord PredWord predword P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 N N n N N N N BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredPOS PredPOS predpos P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 N N n N N N N BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredLemma PredLemma predlemma P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 N N n N N N N BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •,• 3 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredDeprel PredDeprel preddeprel P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 Sense Sense sense S Se Sen Sens BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 0 no 0 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •,• 3 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredFeats PredFeats predfeats P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredParentWord PredParentWord predparentword P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 6 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredParentPOS PredParentPOS predparentpos P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 5 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 PredParentFeats PredParentFeats predparentfeats P Pr Pre Pred BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 6 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 DepSubCat DepSubCat depsubcat D De Dep DepS BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ChildDepSet ChildDepSet childdepset C Ch Chi Chil BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 5 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ChildWordSet ChildWordSet childwordset C Ch Chi Chil BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 5 0 0 0 0 1 N N n N N N N BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ChildPOSSet ChildPOSSet childposset C Ch Chi Chil BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 5 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 N N n N N N N BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ArgWord ArgWord argword A Ar Arg ArgW BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 N,V • n,v N N, N,V N,V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 ,• 2 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •,• 3 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ArgPOS ArgPOS argpos A Ar Arg ArgP BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 N,V • n,v N N, N,V N,V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 ,• 2 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •, 2 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ArgFeats ArgFeats argfeats A Ar Arg ArgF BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 ArgDeprel ArgDeprel argdeprel A Ar Arg ArgD BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 DeprelPath DeprelPath deprelpath D De Dep Depr BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •,• 3 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 POSPath POSPath pospath P PO POS POSP BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •,• 3 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 Position Position position P Po Pos Posi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •, 2 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • N,V • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 •, 2 2 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 LeftWord LeftWord leftword L Le Lef Left BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 N N n N N N N BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 LeftPOS LeftPOS leftpos L Le Lef Left BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 3 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 V V v V V V V BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 no 0 0 0 0 0 0 1 LeftFeats LeftFeats leftfeats L Le Lef Left BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 3 0 no 0 4 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 • • • • • • • BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP NODIGIT 1 0 0 0 0 0 0 0 3 0 • 1 0 0 0 0 0 1 RightWord RightWord rightword R Ri Rig Righ BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP 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We itive. i it iti itiv BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 6 6 .. 2 9 0 0 0 0 1 proposition was proposition p pr pro prop BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 6 6 , 1 8 0 0 0 0 1 added it added a ad add adde BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 6 6 . 1 9 0 0 0 0 1 positive and positive p po pos posi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 6 6 no 0 9 0 0 0 0 1 the global the t th the the BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 6 6 . 1 3 0 0 0 0 1 3.1 Reranker 3.1 3 3. 3.1 3.1 BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 7 8 . 1 10 0 0 0 0 1 We used we W We We We BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 7 8 no 0 9 0 0 0 0 1 all the all a al all all BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 . 1 9 0 0 0 0 1 features were features f fe fea feat BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 - 1 9 0 0 0 0 1 prefixed with prefixed p pr pre pref BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 −,- 3 9 0 0 0 0 1 ment labels. ment m me men ment BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 7 8 . 1 2 0 0 0 0 1 We added we W We We We BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 7 8 - 1 8 0 0 0 0 1 nation of nation n na nat nati BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 1 0 0 0 0 0 7 8 , 1 10 0 0 0 0 1 argument labels, argument a ar arg argu BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 ,.... 5 8 0 0 0 0 1 and Spanish, and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 , 1 10 0 0 0 0 1 arg0, arg1, arg0, a ar arg arg0 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS CONTAINSDIGITS 0 0 0 0 0 0 0 0 7 8 ,,,. 4 9 0 0 0 0 1 and English, and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 ,,, 3 9 0 0 0 0 1 A2, A3, a2, A A2 A2, A2, BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 7 8 ,,.,,, 6 8 0 0 0 0 1 we considered we w we we we BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 . 1 8 0 0 0 0 1 Hence, the hence, H He Hen Henc BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 7 8 , 1 9 0 0 0 0 1 is |AI| is i is is is BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 , 1 8 0 0 0 0 1 denotes the denotes d de den deno BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 ,- 2 9 0 0 0 0 1 spectively, |L| spectively, s sp spe spec BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 7 8 ,, 2 9 0 0 0 0 1 and |G| and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 . 1 9 0 0 0 0 1 We ran we W We We We BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 7 8 no 0 7 0 0 0 0 1 voice that voice v vo voi voic BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 8 - 1 8 0 0 0 0 1 ing the ing i in ing ing BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 0 0 0 0 0 0 7 8 ,.. 3 8 0 0 0 0 1 A1+plan.01/Passive+A0. The a1+plan.01/passive+a0. A A1 A1+ A1+p BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 7 8 ./. 3 8 0 0 0 0 1 hand-crafted rules hand-crafted h ha han hand BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 7 8 -,,, 4 9 0 0 0 0 1 46 46 46 4 46 46 46 BLOCKSTART PAGEEND NEWFONT SAMEFONTSIZE 0 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 7 11 no 0 10 0 0 0 0 0 Spanish, and spanish, S Sp Spa Span BLOCKSTART PAGESTART NEWFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 7 0 ,. 2 9 0 0 0 0 1 However, we however, H Ho How Howe BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 7 0 , 1 9 0 0 0 0 1 performance. The performance. p pe per perf BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 0 .- 2 9 0 0 0 0 1 forms and forms f fo for form BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 0 ,- 2 9 0 0 0 0 1 fiers are fiers f fi fie fier BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 7 0 no 0 9 0 0 0 0 1 model features. model m mo mod mode BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 7 0 .,- 3 9 0 0 0 0 1 Feats was feats F Fe Fea Feat BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 7 0 , 1 10 0 0 0 0 1 in the in i in in in BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 1 0 0 0 0 0 7 0 . 1 4 0 0 0 0 1 3.2 Weighting 3.2 3 3. 3.2 3.2 BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 8 1 . 1 10 0 0 0 0 1 In Sect. in I In In In BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 1 1 0 0 0 0 0 8 1 .., 3 9 0 0 0 0 1 to generate to t to to to BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 1 , 1 9 0 0 0 0 1 local probability local l lo loc loca BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 1 .,- 3 10 0 0 0 0 1 malized these malized m ma mal mali BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 8 1 no 0 9 0 0 0 0 1 them by them t th the them BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 1 . 1 9 0 0 0 0 1 probability by probability p pr pro prob BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 1 no 0 3 0 0 0 0 1 Local . local L Lo Loc Loca BLOCKSTART PAGEIN NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 2 .- 2 6 0 0 0 0 1 bility on bility b bi bil bili BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 8 2 ,. 2 10 0 0 0 0 1 weighted these weighted w we wei weig BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 2 - 1 9 0 0 0 0 1 tion maximizing tion t ti tio tion BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 8 2 ( 1 5 0 0 0 0 1 Local ) local L Lo Loc Loca BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 2 ). 2 4 0 0 0 0 1 This is this T Th Thi This BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 2 no 0 10 0 0 0 0 1 probabilities. probabilities. probabilities. p pr pro prob BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 2 . 1 2 0 0 0 0 1 3.3 Parameters 3.3 3 3. 3.3 3.3 BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 8 3 . 1 10 0 0 0 0 1 For the for F Fo For For BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 3 , 1 9 0 0 0 0 1 we set we w we we we BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 3 ,- 2 9 0 0 0 0 1 didate pools didate d di did dida BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 8 3 (- 2 9 0 0 0 0 1 tion 2.5). tion t ti tio tion BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 8 3 .). 3 10 0 0 0 0 1 and α and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 3 no 0 9 0 0 0 0 1 reranker. reranker. reranker. r re rer rera BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 8 3 . 1 1 0 0 0 0 1 4 Results 4 4 4 4 4 BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 NOCAPS ALLDIGIT 1 0 0 0 0 0 0 0 8 4 no 0 10 0 0 0 0 1 Our system our O Ou Our Our BLOCKSTART PAGEIN NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 4 , 1 9 0 0 0 0 1 all tasks, all a al all all BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 , 1 9 0 0 0 0 1 80.31. It 80.31. 8 80 80. 80.3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 8 4 .. 2 9 0 0 0 0 1 and German and a an and and BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 . 1 8 0 0 0 0 1 Our system our O Ou Our Our BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 4 -- 2 9 0 0 0 0 1 domain data, domain d do dom doma BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 ,, 2 9 0 0 0 0 1 74.38. Post-evaluation, 74.38. 7 74 74. 74.3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 8 4 ..-, 4 9 0 0 0 0 1 Spanish reranker spanish S Sp Spa Span BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 8 4 no 0 9 0 0 0 0 1 this language. this t th thi this BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 ., 2 9 0 0 0 0 1 a labeled a a a a a BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 1 0 1 0 0 0 0 0 8 4 .. 2 9 0 0 0 0 1 shows our shows s sh sho show BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 no 0 9 0 0 0 0 1 as the as a as as as BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 -. 2 5 0 0 0 0 1 We also we W We We We BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 4 no 0 8 0 0 0 0 1 strategy with strategy s st str stra BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 . 1 9 0 0 0 0 1 these figures these t th the thes BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 -. 2 10 0 0 0 0 1 Table 5 table T Ta Tab Tabl BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 8 4 ,, 2 9 0 0 0 0 1 the parsing the t th the the BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 8 4 . 1 9 0 0 0 0 1 figures correspond figures f fi fig figu BLOCKSTART PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 6 no 0 9 0 0 0 0 1 parsing, including parsing, p pa par pars BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 6 ,,.. 4 10 0 0 0 0 1 a constant a a a a a BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 1 0 1 0 0 0 0 0 9 6 , 1 9 0 0 0 0 1 speed in speed s sp spe spee BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 1 1 0 0 0 0 0 9 6 . 1 8 0 0 0 0 1 be flexible be b be be be BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 6 no 0 9 0 0 0 0 1 ideas. Optimizing ideas. i id ide idea BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 6 . 1 9 0 0 0 0 1 execution times execution e ex exe exec BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 6 . 1 5 0 0 0 0 1 Table 3: table T Ta Tab Tabl BLOCKSTART PAGEIN SAMEFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 7 ::, 3 10 0 0 0 0 1 semantic F1. semantic s se sem sema BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 7 .*-- 4 9 0 0 0 0 1 tained for tained t ta tai tain BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 9 7 . 1 6 0 0 0 0 1 Unlabeled Labeled unlabeled U Un Unl Unla BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 no 0 10 0 0 0 0 1 Catalan Catalan catalan C Ca Cat Cata BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 no 0 4 0 0 0 0 1 93.60 93.60 93.60 9 93 93. 93.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 80.01 80.01 80.01 8 80 80. 80.0 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Chinese Chinese chinese C Ch Chi Chin BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 no 0 4 0 0 0 0 1 84.76 84.76 84.76 8 84 84. 84.7 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 78.60 78.60 78.60 7 78 78. 78.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Czech Czech czech C Cz Cze Czec BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 no 0 3 0 0 0 0 1 92.63 92.63 92.63 9 92 92. 92.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 85.41 85.41 85.41 8 85 85. 85.4 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 English English english E En Eng Engl BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 9 8 no 0 4 0 0 0 0 1 91.17 91.17 91.17 9 91 91. 91.1 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 85.63 85.63 85.63 8 85 85. 85.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 German German german G Ge Ger Germ BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 9 8 no 0 3 0 0 0 0 1 92.13 92.13 92.13 9 92 92. 92.1 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 79.71 79.71 79.71 7 79 79. 79.7 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Japanese Japanese japanese J Ja Jap Japa BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 no 0 5 0 0 0 0 1 83.45 83.45 83.45 8 83 83. 83.4 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 76.30 76.30 76.30 7 76 76. 76.3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Spanish Spanish spanish S Sp Spa Span BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 no 0 4 0 0 0 0 1 92.69 92.69 92.69 9 92 92. 92.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 76.52 76.52 76.52 7 76 76. 76.5 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Spanish* Spanish* spanish* S Sp Spa Span BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 * 1 5 0 0 0 0 1 93.76 93.76 93.76 9 93 93. 93.7 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 79.91 79.91 79.91 7 79 79. 79.9 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Average Average average A Av Ave Aver BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 8 no 0 4 0 0 0 0 1 90.06 90.06 90.06 9 90 90. 90.0 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 80.31 80.31 80.31 8 80 80. 80.3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Average* Average* average* A Av Ave Aver BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 8 * 1 5 0 0 0 0 1 90.21 90.21 90.21 9 90 90. 90.2 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 80.80 80.80 80.80 8 80 80. 80.8 BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 8 . 1 3 0 0 0 0 1 Table 4: table T Ta Tab Tabl BLOCKSTART PAGEIN NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 9 :.*- 4 9 0 0 0 0 1 evaluation results evaluation e ev eva eval BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 9 . 1 10 0 0 0 0 1 Greedy Reranker greedy G Gr Gre Gree BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 9 no 0 10 0 0 0 0 1 Catalan Catalan catalan C Ca Cat Cata BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 no 0 3 0 0 0 0 1 79.54 79.54 79.54 7 79 79. 79.5 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 80.01 0.47 80.01 8 80 80. 80.0 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 Chinese Chinese chinese C Ch Chi Chin BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 no 0 3 0 0 0 0 1 77.84 77.84 77.84 7 77 77. 77.8 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 78.60 0.76 78.60 7 78 78. 78.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 Czech Czech czech C Cz Cze Czec BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 no 0 2 0 0 0 0 1 84.99 84.99 84.99 8 84 84. 84.9 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 85.41 0.42 85.41 8 85 85. 85.4 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 English English english E En Eng Engl BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 9 9 no 0 3 0 0 0 0 1 84.44 84.44 84.44 8 84 84. 84.4 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 85.63 1.19 85.63 8 85 85. 85.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 German German german G Ge Ger Germ BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 9 9 no 0 3 0 0 0 0 1 79.01 79.01 79.01 7 79 79. 79.0 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 79.71 0.70 79.71 7 79 79. 79.7 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 Japanese Japanese japanese J Ja Jap Japa BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 no 0 4 0 0 0 0 1 75.61 75.61 75.61 7 75 75. 75.6 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 76.30 0.69 76.30 7 76 76. 76.3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 Spanish Spanish spanish S Sp Spa Span BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 no 0 3 0 0 0 0 1 79.28 79.28 79.28 7 79 79. 79.2 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 76.52 -2.76 76.52 7 76 76. 76.5 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .-. 3 5 0 0 0 0 1 Spanish* Spanish* spanish* S Sp Spa Span BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 * 1 4 0 0 0 0 1 79.28 79.28 79.28 7 79 79. 79.2 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 79.91 0.63 79.91 7 79 79. 79.9 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 Average Average average A Av Ave Aver BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 9 no 0 3 0 0 0 0 1 80.10 80.10 80.10 8 80 80. 80.1 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 80.31 0.21 80.31 8 80 80. 80.3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 Average* Average* average* A Av Ave Aver BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 9 9 * 1 4 0 0 0 0 1 80.10 80.10 80.10 8 80 80. 80.1 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 . 1 2 0 0 0 0 1 80.80 0.70 80.80 8 80 80. 80.8 BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 9 9 .. 2 5 0 0 0 0 1 5 Conclusion 5 5 5 5 5 BLOCKSTART PAGEIN SAMEFONT HIGHERFONT 1 0 NOCAPS ALLDIGIT 1 0 0 0 0 0 0 0 9 11 no 0 10 0 0 0 0 1 We have we W We We We BLOCKSTART PAGEIN NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 11 - 1 9 0 0 0 0 1 fective semantic fective f fe fec fect BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 9 11 no 0 9 0 0 0 0 1 lexicons or lexicons l le lex lexi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 11 . 1 9 0 0 0 0 1 generic feature generic g ge gen gene BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 11 - 1 9 0 0 0 0 1 guage adaptation guage g gu gua guag BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 9 11 no 0 9 0 0 0 0 1 even performance even e ev eve even BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 9 11 . 1 10 0 0 0 0 1 47 47 47 4 47 47 47 BLOCKSTART PAGEEND NEWFONT SAMEFONTSIZE 0 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 9 11 no 0 10 0 0 0 0 0 Table 5: table T Ta Tab Tabl BLOCKSTART PAGESTART NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 9 0 :,.. 4 10 0 0 0 0 1 Training Parsing training T Tr Tra Trai BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 INITCAP NODIGIT 0 1 1 0 0 0 0 0 10 0 ()()()() 8 10 0 0 0 0 1 (min) (min) (min) ( (m (mi (min BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 0 () 2 0 0 0 0 0 1 (min:sec) (min:sec) (min:sec) ( (m (mi (min BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 0 (:) 3 1 0 0 0 0 1 (pred/sec) (pred/sec) (pred/sec) ( (p (pr (pre BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 0 (/) 3 1 0 0 0 0 1 (min:sec) (min:sec) (min:sec) ( (m (mi (min BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 0 (:) 3 1 0 0 0 0 1 (pred/sec) (pred/sec) (pred/sec) ( (p (pr (pre BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 0 (/) 3 1 0 0 0 0 1 Catalan Catalan catalan C Ca Cat Cata BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 0 no 0 1 0 0 0 0 1 46 46 46 4 46 46 46 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 1:10 1:10 1:10 1 1: 1:1 1:10 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 71 71 71 7 71 71 71 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 1:21 1:21 1:21 1 1: 1:2 1:21 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 62 62 62 6 62 62 62 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 Chinese Chinese chinese C Ch Chi Chin BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 0 no 0 1 0 0 0 0 1 139 139 139 1 13 139 139 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 2:35 2:35 2:35 2 2: 2:3 2:35 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 79 79 79 7 79 79 79 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 3:45 3:45 3:45 3 3: 3:4 3:45 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 55 55 55 5 55 55 55 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 Czech Czech czech C Cz Cze Czec BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 299 299 299 2 29 299 299 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 18:47 18:47 18:47 1 18 18: 18:4 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 40 40 40 4 40 40 40 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 33:49 33:49 33:49 3 33 33: 33:4 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 22 22 22 2 22 22 22 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 English English english E En Eng Engl BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 10 0 no 0 1 0 0 0 0 1 421 421 421 4 42 421 421 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 6:25 6:25 6:25 6 6: 6:2 6:25 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 27 27 27 2 27 27 27 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 8:51 8:51 8:51 8 8: 8:5 8:51 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 20 20 20 2 20 20 20 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 German German german G Ge Ger Germ BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 15 15 15 1 15 15 15 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 0:21 0:21 0:21 0 0: 0:2 0:21 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 26 26 26 2 26 26 26 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 0:22 0:22 0:22 0 0: 0:2 0:22 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 25 25 25 2 25 25 25 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 Japanese Japanese japanese J Ja Jap Japa BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 0 no 0 1 0 0 0 0 1 48 48 48 4 48 48 48 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 0:37 0:37 0:37 0 0: 0:3 0:37 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 84 84 84 8 84 84 84 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 1:02 1:02 1:02 1 1: 1:0 1:02 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 50 50 50 5 50 50 50 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 Spanish Spanish spanish S Sp Spa Span BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 0 no 0 1 0 0 0 0 1 51 51 51 5 51 51 51 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 1:15 1:15 1:15 1 1: 1:1 1:15 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 69 69 69 6 69 69 69 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 1:47 1:47 1:47 1 1: 1:4 1:47 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 1 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 0 : 1 0 0 0 0 0 1 48 48 48 4 48 48 48 BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 1 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 10 0 no 0 0 0 0 0 0 1 robust and robust r ro rob robu BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 no 0 10 0 0 0 0 1 with a with w wi wit with BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 . 1 9 0 0 0 0 1 trees in trees t tr tre tree BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 - 1 9 0 0 0 0 1 tic accuracy tic t ti tic tic BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 .(.,), 6 9 0 0 0 0 1 reach a reach r re rea reac BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 .. 2 9 0 0 0 0 1 these languages. these t th the thes BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 . 1 9 0 0 0 0 1 global reranker global g gl glo glob BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 .- 2 9 0 0 0 0 1 erage increase erage e er era erag BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 2 . 1 9 0 0 0 0 1 step, however, step, s st ste step BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 ,, 2 9 0 0 0 0 1 increased by increased i in inc incr BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 2 ... 3 8 0 0 0 0 1 References References references R Re Ref Refe BLOCKSTART PAGEIN NEWFONT HIGHERFONT 1 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 10 3 no 0 10 0 0 0 0 1 Aljoscha Burchardt, aljoscha A Al Alj Aljo BLOCKSTART PAGEIN NEWFONT LOWERFONT 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,,, 3 6 0 0 0 0 1 Kowalski, Sebastian kowalski, K Ko Kow Kowa BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,,.. 4 6 0 0 0 0 1 The SALSA the T Th The The BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 1 0 0 0 0 0 10 3 : 1 6 0 0 0 0 1 lexical semantics. lexical l le lex lexi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 3 .- 2 6 0 0 0 0 1 tional Conference tional t ti tio tion BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 - 1 6 0 0 0 0 1 ation (LREC-2006), ation a at ati atio BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 (-),,. 6 4 0 0 0 0 1 Rong-En Fan, rong-en R Ro Ron Rong BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 -,-,-,- 7 6 0 0 0 0 1 Wang, and wang, W Wa Wan Wang BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,-..:- 6 5 0 0 0 0 1 brary for brary b br bra brar BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 .- 2 6 0 0 0 0 1 chine Learning chine c ch chi chin BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 ,:–. 4 4 0 0 0 0 1 Daniel Gildea daniel D Da Dan Dani BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 1 0 0 0 0 0 0 10 3 ..- 3 6 0 0 0 0 1 beling of beling b be bel beli BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 ., 2 6 0 0 0 0 1 28(3):245–288. 28(3):245–288. 28(3):245–288. 2 28 28( 28(3 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP CONTAINSDIGITS 0 0 0 0 0 0 0 0 10 3 ():–. 5 1 0 0 0 0 1 Jan Hajič, jan J Ja Jan Jan BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 1 0 0 0 1 0 0 10 3 ,,, 3 6 0 0 0 0 1 Sgall, Petr sgall, S Sg Sga Sgal BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,, 2 2 0 0 0 0 1 Stěpánek, Jiří stěpánek, S St Stě Stěp BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,, 2 3 0 0 0 0 1 Mikulová, and mikulová, M Mi Mik Miku BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,..- 4 10 0 0 0 0 1 pendency Treebank pendency p pe pen pend BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 .. 2 2 0 0 0 0 1 Jan Hajič, jan J Ja Jan Jan BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 1 0 0 0 1 0 0 10 3 ,,- 3 6 0 0 0 0 1 son, Daisuke son, s so son son, BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 10 3 ,,, 3 6 0 0 0 0 1 M` arquez, m` M M` M` M` BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 ALLCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 `,,, 4 6 0 0 0 0 1 Padó, Jaň padó, P Pa Pad Padó BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 , 1 1 0 0 0 0 1 Stěpánek, Pavel stěpánek, S St Stě Stěp BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,,, 3 5 0 0 0 0 1 Nianwen Xue, nianwen N Ni Nia Nian BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 INITCAP NODIGIT 0 0 0 0 0 0 0 0 10 3 ,..- 4 5 0 0 0 0 1 2009 shared 2009 2 20 200 2009 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS ALLDIGIT 0 0 0 0 1 0 0 0 10 3 :- 2 6 0 0 0 0 1 dencies in dencies d de den denc BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 0 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 10 3 . 1 6 0 0 0 0 1 the 13th the t th the the BLOCKSTART PAGEIN NEWFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 - 1 9 0 0 0 0 1 guage Learning guage g gu gua guag BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 11 7 (-),-,, 7 8 0 0 0 0 1 Colorado, USA. colorado, C Co Col Colo BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 0 0 0 0 0 0 11 7 ,. 2 2 0 0 0 0 1 Richard Johansson richard R Ri Ric Rich BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 1 0 0 0 0 0 0 11 7 . 1 6 0 0 0 0 1 2008. 2008. 2008. 2 20 200 2008 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 ALLCAP CONTAINSDIGITS 0 0 0 0 1 0 0 0 11 7 . 1 1 0 0 0 0 1 Dependency-based Dependency-based dependency-based D De Dep Depe BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 - 1 3 0 0 0 0 1 syntactic–semantic syntactic–semantic syntactic–semantic s sy syn synt BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 11 7 – 1 3 0 0 0 0 1 analysis analysis analysis a an ana anal BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 no 0 1 0 0 0 0 1 with PropBank with w wi wit with BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 . 1 9 0 0 0 0 1 Shared Task shared S Sh Sha Shar BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 -. 2 6 0 0 0 0 1 Richard Johansson. richard R Ri Ric Rich BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 1 0 0 0 0 0 0 11 7 ..- 3 9 0 0 0 0 1 Analysis of analysis A An Ana Anal BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 -..., 5 10 0 0 0 0 1 University, December university, U Un Uni Univ BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 ,. 2 4 0 0 0 0 1 Daisuke Kawahara, daisuke D Da Dai Dais BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 0 0 0 0 0 0 11 7 ,,. 3 9 0 0 0 0 1 2002. Construction 2002. 2 20 200 2002 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 ALLCAP CONTAINSDIGITS 0 0 0 0 1 0 0 0 11 7 .- 2 9 0 0 0 0 1 corpus. In corpus. c co cor corp BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 . 1 8 0 0 0 0 1 Conference on conference C Co Con Conf BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 no 0 8 0 0 0 0 1 (LREC-2002), pages (lrec-2002), ( (L (LR (LRE BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 ALLCAP CONTAINSDIGITS 0 0 0 0 1 0 0 0 11 7 (-),–,, 7 9 0 0 0 0 1 Islands. Islands. islands. I Is Isl Isla BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 . 1 1 0 0 0 0 1 Martha Palmer martha M Ma Mar Mart BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 1 0 0 0 0 0 0 11 7 ..- 3 9 0 0 0 0 1 tic roles tic t ti tic tic BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 . 1 9 0 0 0 0 1 Engineering, 15(1):143–172. engineering, E En Eng Engi BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 ,():–. 6 5 0 0 0 0 1 Mihai Surdeanu, mihai M Mi Mih Miha BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 0 0 0 0 0 0 11 7 ,,, 3 8 0 0 0 0 1 Lluís M` lluís L Ll Llu Lluí BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 0 0 0 0 0 0 11 7 `,..- 5 9 0 0 0 0 1 2008 shared 2008 2 20 200 2008 BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS ALLDIGIT 0 0 0 0 1 0 0 0 11 7 - 1 10 0 0 0 0 1 mantic dependencies. mantic m ma man mant BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 11 7 .- 2 9 0 0 0 0 1 ference on ference f fe fer fere BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 1 0 0 0 0 0 0 11 7 no 0 9 0 0 0 0 1 (CoNLL-2008). (CoNLL-2008). (conll-2008). ( (C (Co (CoN BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS CONTAINSDIGITS 0 0 0 0 1 0 0 0 11 7 (-). 4 2 0 0 0 0 1 Mariona Taulé, mariona M Ma Mar Mari BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 0 0 0 0 0 0 11 7 ,,- 3 9 0 0 0 0 1 casens. 2008. casens. c ca cas case BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 0 0 0 0 0 0 11 7 ..: 3 9 0 0 0 0 1 for Catalan for f fo for for BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 . 1 9 0 0 0 0 1 International Conference international I In Int Inte BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 no 0 9 0 0 0 0 1 Evaluation (LREC-2008), evaluation E Ev Eva Eval BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 (-),,. 6 8 0 0 0 0 1 Kristina Toutanova, kristina K Kr Kri Kris BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 1 0 0 0 0 0 0 11 7 ,,. 3 10 0 0 0 0 1 Manning. 2005. manning. M Ma Man Mann BLOCKIN PAGEIN SAMEFONT SAMEFONTSIZE 0 1 INITCAP NODIGIT 0 0 1 0 0 0 0 0 11 7 .. 2 9 0 0 0 0 1 labeling. In labeling. l la lab labe BLOCKEND PAGEIN SAMEFONT SAMEFONTSIZE 0 1 NOCAPS NODIGIT 0 0 1 0 0 0 0 0 11 7 .-. 3 7 0 0 0 0 1 48 48 48 4 48 48 48 BLOCKSTART PAGEIN NEWFONT HIGHERFONT 0 0 NOCAPS ALLDIGIT 0 0 0 0 0 0 0 0 11 11 no 0 10 0 0 0 0 0