Improving Word Alignment with Language Model Based Confidence Scores
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by
Nguyen Bach
,
Qin Gao
,
Stephan Vogel
| Citations: | 3 - 1 self |
BibTeX
@MISC{Bach_improvingword,
author = {Nguyen Bach and Qin Gao and Stephan Vogel},
title = {Improving Word Alignment with Language Model Based Confidence Scores},
year = {}
}
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Abstract
This paper describes the statistical machine translation systems submitted to the ACL-WMT 2008 shared translation task. Systems were submitted for two translation directions: English→Spanish and Spanish→English. Using sentence pair confidence scores estimated with source and target language models, improvements are observed on the News-Commentary test sets. Genre-dependent sentence pair confidence score and integration of sentence pair confidence score into phrase table are also investigated. 1
Citations
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| 2 | The ISL phrase-based mt system for the 2007 ACL workshop on statistical machine translation - Paulik, Rottmann, et al. - 2007 |
| 1 | Domain adaptation in statistical translation with mixture modelling - Civera, Juan - 2007 |
