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external:addicter [2011/05/16 06:50]
mphi
external:addicter [2011/05/16 08:10]
mphi
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 This page lies in the external name space and is intended for collaboration with people outside of ÚFAL. This page lies in the external name space and is intended for collaboration with people outside of ÚFAL.
  
-==== Progress, Results and TODO ====+==== Word Alignment -- Progress and Results ====
  
-===  word alignment ===+=== Latest best results === 
 +[[http://mtj.ut.ee/addicter-best.txt|txt]]
  
-!!! alternative model comparison+=== Alternative model comparison ===
  
-|| border=1 +hmm lightweight direct alignment method (in our ACL/TSD article) 
-||             || Precision/Recall/F-score: |||||||| +gizainter = GIZA++, intersection -applied to hypotheses+references directly 
-||                               || Lex      || Order    || Punct    || Miss     || +gizadiag = GIZA++, grow-diag -- applied to hypotheses+references directly 
-|| meteor ||0.092/0.251/**0.135** ||0.047/0.229/'''0.078''' ||0.248/0.665/'''0.361''' ||0.020/0.382/'''0.038''' || +czenginter = align source+CzEng to reference+CzEng, and source+CzEng to hypotheses+CzEng with GIZA++, intersection, extract hypothesis-reference alignments from there ("Dan's method") 
-|| ter* ||0.106/0.387/'''0.167''' ||0.025/0.191/'''0.044''' ||0.132/0.936/'''0.232''' ||0.026/0.170/'''0.046''' || +czengdiag = same, but with GIZA++ grow-diag
-|| hmm ||0.162/0.426/'''0.234''' ||0.069/0.309/'''0.112''' ||0.281/0.793/'''0.415''' ||0.025/0.400/'''0.047''' || +
-|| lcs ||0.168/0.462/'''0.247''' ||0.000/0.000/'''0.000''' ||0.293/0.848/'''0.435''' ||0.026/0.374/'''0.049''' || +
-|| gizadiag* ||0.183/0.512/'''0.270''' ||0.044/0.250/'''0.075''' ||0.285/0.784/'''0.417''' ||0.038/0.224/'''0.065''' || +
-|| gizainter ||0.170/0.483/'''0.252''' ||0.049/0.137/'''0.072''' ||0.284/0.878/'''0.429''' ||0.029/0.409/'''0.054''|| +
-|| berkeley* ||0.200/0.540/'''0.291''' ||0.050/0.330/'''0.087''' ||0.292/0.844/'''0.434''' ||0.039/0.267/'''0.068''' ||+
  
-!!! Explicit wrong lex choice detection +|               Precision/Recall/F-score:     ^^^^ 
-* align input+czeng to reference+czeng and input+czeng to hypotheses+czeng +|                    Lex                 Order        ^         Punct        ^         Miss         ^ 
-extract hypothesis-to-reference alignments from there +^ ter     |0.106/0.387/**0.167** |0.025/0.191/**0.044** |0.132/0.936/**0.232** |0.026/0.170/**0.046** | 
-|| border=1 +^ meteor    |0.092/0.251/**0.135** |0.047/0.229/**0.078** |0.248/0.665/**0.361** |0.020/0.382/**0.038** | 
-||             || Precision/Recall/F-score: |||||||| +^ hmm       |0.162/0.426/**0.234** |0.069/0.309/**0.112** |0.281/0.793/**0.415** |0.025/0.400/**0.047** 
-||                               || Lex      || Order    || Punct    || Miss     || +^ lcs       |0.168/0.462/**0.247** |0.000/0.000/**0.000** |0.293/0.848/**0.435** |0.026/0.374/**0.049** | 
-|| czengdiag* ||0.187/0.514/'''0.275''' ||0.069/0.455/'''0.120''' ||0.230/0.883/'''0.365''' ||0.035/0.234/'''0.061''' |+^ gizainter |0.170/0.483/**0.252** |0.049/0.137/**0.072** |0.284/0.878/**0.429** |0.029/0.409/**0.054** | 
-|| czenginter ||0.197/0.543/'''0.290''' ||0.108/0.475/'''0.176''' ||0.233/0.926/'''0.372''' ||0.032/0.402/'''0.060''' || +^ gizadiag* |0.183/0.512/**0.270** |0.044/0.250/**0.075** |0.285/0.784/**0.417** |0.038/0.224/**0.065** | 
-TODO: also try domain adaptation for word alignment, EMNLP 2011 paper+^ czengdiag* |0.187/0.514/**0.275** |0.069/0.455/**0.120** |0.230/0.883/**0.365** |0.035/0.234/**0.061** 
 +^ berkeley* |0.200/0.540/**0.291** |0.050/0.330/**0.087** |0.292/0.844/**0.434** |0.039/0.267/**0.068** | 
 +^ czenginter |0.197/0.543/**0.290** |0.108/0.475/**0.176** |0.233/0.926/**0.372** |0.032/0.402/**0.060** |
  
-!!! alignment combinations via weighed HMM +* non-1-to-1 alignments, converted to 1-to-1 via "align-hmm.pl -x -a ..." 
-|| border=1 + 
-||             || Precision/Recall/F-score: |||||||| +=== Alignment combinations === 
-||                               || Lex      || Order    || Punct    || Miss     || +via weighed HMM 
-|| meteor+hmm ||0.162/0.426/'''0.234''' ||0.068/0.309/'''0.112''' ||0.286/0.794/'''0.421''' ||0.025/0.400/'''0.047''' |+ 
-|| ter+hmm ||0.116/0.402/'''0.180''' ||0.030/0.184/'''0.051''' ||0.145/0.912/'''0.251''' ||0.026/0.181/'''0.046''' |+                ^     Precision/Recall/F-score:     ^^^^ 
-|| gizadiag+hmm ||0.186/0.515/'''0.273''' ||0.040/0.215/'''0.067''' ||0.297/0.836/'''0.438''' ||0.039/0.238/'''0.067''' |+                ^     Lex     ^     Order     ^     Punct     ^     Miss     ^ 
-|| gizainter+hmm ||0.194/0.505/'''0.281''' ||0.062/0.282/'''0.101''' ||0.299/0.806/'''0.436''' ||0.033/0.382/'''0.061''' |+^ ter+hmm         |0.116/0.402/**0.180** |0.030/0.184/**0.051** |0.145/0.912/**0.251** |0.026/0.181/**0.046** 
-|| berkeley+hmm ||0.203/0.548/'''0.297''' ||0.049/0.320/'''0.085''' ||0.290/0.816/'''0.428''' ||0.041/0.277/'''0.071''' |+^ meteor+hmm      |0.162/0.426/**0.234** |0.068/0.309/**0.112** |0.286/0.794/**0.421** |0.025/0.400/**0.047** 
-|| czengdiag+hmm ||0.190/0.517/'''0.278''' ||0.073/0.457/'''0.126''' ||0.291/0.841/'''0.432''' ||0.039/0.238/'''0.067''' |+gizadiag+hmm    |0.186/0.515/**0.273** |0.040/0.215/**0.067** |0.297/0.836/**0.438** |0.039/0.238/**0.067** 
-|| czenginter+hmm ||0.214/0.545/'''0.307''' ||0.093/0.525/'''0.158''' ||0.304/0.818/'''0.443''' ||0.038/0.363/'''0.068''' |+gizainter+hmm   |0.194/0.505/**0.281** |0.062/0.282/**0.101** |0.299/0.806/**0.436** |0.033/0.382/**0.061** 
-|| |||||||||| +berkeley+hmm    |0.203/0.548/**0.297** |0.049/0.320/**0.085** |0.290/0.816/**0.428** |0.041/0.277/**0.071** 
-|| berkeley+czenginter+hmm ||0.219/0.568/'''0.316''' ||0.070/0.432/'''0.120''' ||0.298/0.817/'''0.436''' ||0.048/0.290/'''0.082''' |+czengdiag+hmm   |0.190/0.517/**0.278** |0.073/0.457/**0.126** |0.291/0.841/**0.432** |0.039/0.238/**0.067** 
-|| berkeley+czenginter+gizainter+hmm ||0.220/0.569/'''0.317''' ||0.068/0.420/'''0.118''' ||0.298/0.812/'''0.436''' ||0.048/0.290/'''0.083''' |+czenginter+hmm  |0.214/0.545/**0.307** |0.093/0.525/**0.158** |0.304/0.818/**0.443** |0.038/0.363/**0.068** 
-|| berkeley+czenginter+meteor+hmm ||0.220/0.569/'''0.317''' ||0.070/0.440/'''0.121''' ||0.295/0.810/'''0.433''' ||0.048/0.290/'''0.083''' ||+| ||||| 
 +^ berk+czengint+hmm |0.219/0.568/**0.316** |0.070/0.432/**0.120** |0.298/0.817/**0.436**|0.048/0.290/**0.082** 
 +^ berk+czengint+gizaint+hmm |0.220/0.569/**0.317** |0.068/0.420/**0.118** |0.298/0.812/**0.436**|0.048/0.290/**0.083** 
 +^ berk+czengint+meteor+hmm |0.220/0.569/**0.317** |0.070/0.440/**0.121** |0.295/0.810/**0.433**|0.048/0.290/**0.083** | 
 +^ berk+czengint+meteor+gizaint+hmm |0.221/0.571/**0.318** |0.068/0.424/**0.118** |0.298/0.808/**0.436** |0.049/0.292/**0.084** | 
 + 
 +==== TODOs ==== 
 +  * test alignment with synonym detection (cz_wn required) = separating ''lex::'' and ''disam::'' 
 +  * order evaluation 
 +    * a lot of background research 
 +    * currently finds misplaced items, but their shift distances are off 
 +      * to fix -- for every misplaced token 
 +        * if it (and only it) were to be moved in the original permutation, what would be the best place? 
 +        * evaluate with nr. of intersections 
 +  * try domain adaptation for word alignment, EMNLP 2011 paper 
 +  * comb and comment the code 
 +  * add help files 
 +  * integrate with the rest of Addicter 
 +  * approach applicable to learner's corpora 
 +    * see Anne Lüdelig, TLT9 
 +  * adapt Addicter to Sara's program 
 +  * alternative to reference-based evaluation: "Inconsistencies in Penn parsing", M. Dickinson
  
-!!! TODO 
-* test alignment with synonym detection (cz_wn required) = separating @@lex@@ and @@disam@@ 
-* order evaluation 
-** a lot of background research 
-** currently finds misplaced items, but their shift distances are off 
-*** to fix -- for every misplaced token 
-**** if it (and only it) were to be moved in the original permutation, what would be the best place? 
-**** evaluate with nr. of intersections 
-* comb and comment the code 
-* add help files 
-* integrate with the rest of Addicter 
-* learner's corpus 
-** see Anne Lüdelig, TLT9 
-* adapt to Sara's program 
-* alternative to reference-based evaluation: "Inconsistencies in Penn parsing", M. Dickinson 

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