NIST Test Sets

This paper proposes a novel semi- supervised word alignment technique called EMDC that integrates discrimina- tive and generative methods. A discrim- inative aligner is used to find high preci- sion …...

We present a global log-linear model for synchronous grammar induction, which is capable of incorporating arbitrary features. The parameters in the model are trained in an unsuper- vised fashion from …...

In hierarchical phrase-based translation, coarse-grained nonterminal Xs may gen- erate inappropriate translations due to the lack of sufficient information for phrasal substitution. In this paper we propose a framework to …...