Syntax-Based MT

We identify problems with the Penn Tree- bank that render it imperfect for syntax- based machine translation and propose methods of relabeling the syntax trees to improve translation quality. We …...

Efficient decoding has been a fundamental problem in machine translation, especially with an integrated language model which is essential for achieving good translation quality. We develop faster approaches for this …...

We improve the quality of statistical machine translation (SMT) by applying models that predict word forms from their stems using extensive morphological and syntactic infor- mation from both the source …...