41 search results - page 3 / 9 » Linguistically Motivated Unsupervised Segmentation for Machi... |
ACL
2010
13 years 3 months ago
2010
We present a discriminative model that directly predicts which set of phrasal translation rules should be extracted from a sentence pair. Our model scores extraction sets: nested ...
NAACL
2010
13 years 3 months ago
2010
Syntactic machine translation systems currently use word alignments to infer syntactic correspondences between the source and target languages. Instead, we propose an unsupervised...
ACL
2009
13 years 3 months ago
2009
Recently, various synchronous grammars are proposed for syntax-based machine translation, e.g. synchronous context-free grammar and synchronous tree (sequence) substitution gramma...
ACL
2010
13 years 3 months ago
2010
We present a novel method to improve word alignment quality and eventually the translation performance by producing and combining complementary word alignments for low-resource la...
ACL
2009
13 years 3 months ago
2009
Existing evaluation metrics for machine translation lack crucial robustness: their correlations with human quality judgments vary considerably across languages and genres. We beli...