Clause restructuring for SMT not absolutely helpful

Susan Howlett; Mark Dras

Clause restructuring for SMT not absolutely helpful

Susan Howlett^*, Mark Dras

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

3 Citations (Scopus)

Abstract

There are a number of systems that use a syntax-based reordering step prior to phrasebased statistical MT. An early work proposing this idea showed improved translation performance, but subsequent work has had mixed results. Speculations as to cause have suggested the parser, the data, or other factors. We systematically investigate possible factors to give an initial answer to the question: Under what conditions does this use of syntax help PSMT?

Original language	English
Title of host publication	Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, ACL-HLT 2011
Subtitle of host publication	Human Language Technologies
Place of Publication	Portland, OR
Publisher	Association for Computational Linguistics (ACL)
Pages	384-388
Number of pages	5
Volume	2
ISBN (Print)	9781932432886
Publication status	Published - 2011
Event	49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL-HLT 2011 - Portland, OR, United States Duration: 19 Jun 2011 → 24 Jun 2011

Other

Other	49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL-HLT 2011
Country	United States
City	Portland, OR
Period	19/06/11 → 24/06/11

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title = "Clause restructuring for SMT not absolutely helpful",

abstract = "There are a number of systems that use a syntax-based reordering step prior to phrasebased statistical MT. An early work proposing this idea showed improved translation performance, but subsequent work has had mixed results. Speculations as to cause have suggested the parser, the data, or other factors. We systematically investigate possible factors to give an initial answer to the question: Under what conditions does this use of syntax help PSMT?",

author = "Susan Howlett and Mark Dras",

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booktitle = "Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, ACL-HLT 2011",

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Howlett, S & Dras, M 2011, Clause restructuring for SMT not absolutely helpful. in Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, ACL-HLT 2011: Human Language Technologies. vol. 2, Association for Computational Linguistics (ACL), Portland, OR, pp. 384-388, 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL-HLT 2011, Portland, OR, United States, 19/06/11.

Clause restructuring for SMT not absolutely helpful. / Howlett, Susan; Dras, Mark.

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, ACL-HLT 2011: Human Language Technologies. Vol. 2 Portland, OR : Association for Computational Linguistics (ACL), 2011. p. 384-388.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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