96 search results - page 4 / 20 » What's New in Statistical Machine Translation |
84
Voted
ACL
1998
15 years 1 months ago
1998
Most statistical machine translation systems employ a word-based alignment model. In this paper we demonstrate that word-based alignment is a major cause of translation errors. We...
ACL
2008
15 years 1 months ago
2008
In this paper, we propose a novel string-todependency algorithm for statistical machine translation. With this new framework, we employ a target dependency language model during d...
105
Voted
ACL
2009
14 years 10 months ago
2009
Statistical machine translation (SMT) models require bilingual corpora for training, and these corpora are often multilingual with parallel text in multiple languages simultaneous...
98
Voted
TASLP
2008
15 years 8 days ago
2008
This paper presents a novel online relevant set algorithm for a linearly-scored block sequence translation model. The key component is a new procedure to directly optimize the glob...
89
Voted
EMNLP
2009
14 years 10 months ago
2009
Current statistical machine translation systems usually extract rules from bilingual corpora annotated with 1-best alignments. They are prone to learn noisy rules due to alignment...