5 search results - page 1 / 1 » Estimating Word Translation Probabilities from Unrelated Mon... |
AAAI
2000
13 years 6 months ago
2000
Selecting the right word translation among several options in the lexicon is a core problem for machine translation. We present a novel approach to this problem that can be traine...
ACL
2004
13 years 6 months ago
2004
Collocation translation is important for machine translation and many other NLP tasks. Unlike previous methods using bilingual parallel corpora, this paper presents a new method f...
ACL
2010
13 years 2 months ago
2010
This paper proposes to use monolingual collocations to improve Statistical Machine Translation (SMT). We make use of the collocation probabilities, which are estimated from monoli...
EMNLP
2009
13 years 2 months ago
2009
Statistical bilingual word alignment has been well studied in the context of machine translation. This paper adapts the bilingual word alignment algorithm to monolingual scenario ...
EMNLP
2009
13 years 2 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...