19 search results - page 1 / 4 » An End-to-End Discriminative Approach to Machine Translation |
EMNLP
2009
14 years 10 months ago
2009
Current statistical machine translation (SMT) systems are trained on sentencealigned and word-aligned parallel text collected from various sources. Translation model parameters ar...
112
Voted
COLING
2010
14 years 7 months ago
2010
This paper proposes a new approach to phrase rescoring for statistical machine translation (SMT). A set of novel features capturing the translingual equivalence between a source a...
80
Voted
ACL
2006
15 years 1 months ago
2006
We present a perceptron-style discriminative approach to machine translation in which large feature sets can be exploited. Unlike discriminative reranking approaches, our system c...
EMNLP
2009
14 years 10 months ago
2009
We present a discriminative substring decoder for transliteration. This decoder extends recent approaches for discriminative character transduction by allowing for a list of known...
EMNLP
2010
14 years 10 months ago
2010
We describe a new approach to SMT adaptation that weights out-of-domain phrase pairs according to their relevance to the target domain, determined by both how similar to it they a...