A Decoder for Syntax-based Statistical MT

A Decoder for Syntax-based Statistical MT (2002)

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by Kenji Yamada , Kevin Knight

Venue:	PROCEEDINGS OF THE 40TH ANNIVERSARY MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL-02
Citations:	32 - 2 self

BibTeX

@INPROCEEDINGS{Yamada02adecoder,
    author = {Kenji Yamada and Kevin Knight},
    title = {A Decoder for Syntax-based Statistical MT},
    booktitle = {PROCEEDINGS OF THE 40TH ANNIVERSARY MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL-02},
    year = {2002},
    pages = {303--310},
    publisher = {}
}

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Abstract

This paper describes a decoding algorithm for a syntax-based translation model (Yamada and Knight, 2001). The model has been extended to incorporate phrasal translations as presented here. In contrast to a conventional word-to-word statistical model, a decoder for the syntaxbased model builds up an English parse tree given a sentence in a foreign language.

Citations

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892	Mathematics of Statistical Machine Translation: Parameter Estimation - Brown, Pietra, et al. - 1993
780	Head-Driven Statistical Models for Natural Language Parsing - Collins - 1999
343	Stochastic inversion transduction grammars and bilingual parsing of parallel corpora - Wu - 1997
341	Improved statistical alignment models - Och, Ney - 2000
202	K.: A syntax-based statistical translation model - Yamada, Knight - 2001
71	Immediate-head parsing for language models - Charniak - 2001
57	Learning dependency translation models as collections of finite-state head transducers - Alshawi, Bangalore, et al. - 2000
44	Forest-based statistical sentence generation - Langkilde, Knight - 2000
41	Language translation apparatus and method using context-based translation models - Berger, Brown, et al. - 1996