A Syntactified Direct Translation Model with Linear-time Decoding

Abstract

Recent syntactic extensions of statistical translation models work with a synchronous context-free or tree-substitution grammar extracted from an automatically parsed parallel corpus. The decoders accompanying these extensions typically exceed quadratic time complexity. This paper extends the Direct Translation Model 2 (DTM2) with syntax while maintaining… (More)

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@inproceedings{Hassan2009ASD, title={A Syntactified Direct Translation Model with Linear-time Decoding}, author={Hany Hassan and Khalil Sima'an and Andy Way}, booktitle={EMNLP}, year={2009} }