175 search results - page 1 / 35 » A Probability Model to Improve Word Alignment |
ACL
2003
13 years 5 months ago
2003
Word alignment plays a crucial role in statistical machine translation. Word-aligned corpora have been found to be an excellent source of translation-related knowledge. We present...
ACL
2012
11 years 6 months ago
2012
Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
ACL
2009
13 years 2 months ago
2009
In this paper we present a confidence measure for word alignment based on the posterior probability of alignment links. We introduce sentence alignment confidence measure and alig...
COLING
1996
13 years 5 months ago
1996
In this paper, we describe a new model for word alignment in statistical translation and present experimental results. The idea of the model is to make the alignment probabilities...
AMTA
2004
Springer
13 years 9 months ago
2004
Springer
German has a richer system of inflectional morphology than English, which causes problems for current approaches to statistical word alignment. Using Giza++ as a reference implemen...