96 search results - page 1 / 20 » HMM Word and Phrase Alignment for Statistical Machine Transl... |
TASLP
2008
13 years 4 months ago
2008
HMM-based models are developed for the alignment of words and phrases in bitext. The models are formulated so that alignment and parameter estimation can be performed efficiently....
ACL
2010
13 years 2 months ago
2010
The pipeline of most Phrase-Based Statistical Machine Translation (PB-SMT) systems starts from automatically word aligned parallel corpus. But word appears to be too fine-grained ...
NAACL
2004
13 years 6 months ago
2004
In statistical machine translation, the currently best performing systems are based in some way on phrases or word groups. We describe the baseline phrase-based translation system...
IBPRIA
2003
Springer
13 years 9 months ago
2003
Springer
In statistical machine translation, single-word based models have an important deficiency; they do not take contextual information into account for the translation decision. A poss...
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...