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external:addicter [2011/05/16 07:08] mphi |
external:addicter [2011/05/16 08:10] mphi |
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==== Word Alignment -- Progress and Results ==== | ==== Word Alignment -- Progress and Results ==== | ||
+ | |||
+ | === Latest best results === | ||
+ | [[http:// | ||
=== Alternative model comparison === | === Alternative model comparison === | ||
- | | ^ Precision/ | ||
- | | ^ Lex ^ Order ^ Punct ^ Miss ^ | ||
- | ^ meteor | ||
- | ^ ter* ^0.106/ | ||
- | ^ hmm | ||
- | ^ lcs | ||
- | ^ gizadiag* ^0.183/ | ||
- | ^ gizainter ^0.170/ | ||
- | ^ berkeley* ^0.200/ | ||
- | === Explicit wrong lex choice detection === | + | hmm = lightweight direct alignment method (in our ACL/TSD article) |
- | | + | gizainter |
- | * extract hypothesis-to-reference alignments from there | + | gizadiag |
- | | | Precision/ | + | czenginter = align source+CzEng to reference+CzEng, |
- | | | + | czengdiag = same, but with GIZA++ grow-diag |
- | | czengdiag* |0.187/ | + | |
- | | czenginter |0.197/ | + | | ^ Precision/ |
+ | | ^ Lex | ||
+ | ^ ter* | ||
+ | ^ meteor | ||
+ | ^ hmm | ||
+ | ^ lcs |0.168/ | ||
+ | ^ gizainter |0.170/ | ||
+ | ^ gizadiag* |0.183/ | ||
+ | ^ czengdiag* |0.187/ | ||
+ | ^ berkeley* | ||
+ | ^ czenginter |0.197/ | ||
+ | |||
+ | * non-1-to-1 alignments, converted to 1-to-1 via " | ||
=== Alignment combinations === | === Alignment combinations === | ||
via weighed HMM | via weighed HMM | ||
- | | | Precision/ | + | | ^ Precision/ |
- | | | Lex | + | | ^ Lex ^ Order ^ Punct ^ Miss ^ |
- | | 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 |
- | | 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** | | + | ^ 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** | |
- | | gizadiag+hmm |0.186/ | + | ^ gizadiag+hmm |
- | | gizainter+hmm |0.194/ | + | ^ gizainter+hmm |
- | | berkeley+hmm |0.203/ | + | ^ berkeley+hmm |
- | | czengdiag+hmm |0.190/ | + | ^ czengdiag+hmm |
- | | czenginter+hmm |0.214/ | + | ^ czenginter+hmm |
| ||||| | | ||||| | ||
- | | berkeley+czenginter+hmm |0.219/ | + | ^ berk+czengint+hmm |0.219/ |
- | | berkeley+czenginter+gizainter+hmm |0.220/ | + | ^ berk+czengint+gizaint+hmm |0.220/ |
- | | berkeley+czenginter+meteor+hmm |0.220/ | + | ^ berk+czengint+meteor+hmm |0.220/ |
+ | ^ berk+czengint+meteor+gizaint+hmm |0.221/ | ||
==== TODOs ==== | ==== TODOs ==== | ||
- | | + | * test alignment with synonym detection (cz_wn required) = separating |
- | | + | |
* order evaluation | * order evaluation | ||
* a lot of background research | * a lot of background research | ||
Line 52: | Line 58: | ||
* if it (and only it) were to be moved in the original permutation, | * if it (and only it) were to be moved in the original permutation, | ||
* evaluate with nr. of intersections | * evaluate with nr. of intersections | ||
+ | * try domain adaptation for word alignment, EMNLP 2011 paper | ||
* comb and comment the code | * comb and comment the code | ||
* add help files | * add help files | ||
* integrate with the rest of Addicter | * integrate with the rest of Addicter | ||
- | * learner' | + | * approach applicable to learner' |
* see Anne Lüdelig, TLT9 | * see Anne Lüdelig, TLT9 | ||
- | * adapt to Sara's program | + | * adapt Addicter |
* alternative to reference-based evaluation: " | * alternative to reference-based evaluation: " | ||