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An integrated reordering model for statistical machine translation

  • National University of Defense Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, we propose a phrase reordering model for statistical machine translation. The model is derived from the bracketing ITG, and integrates the local and global reordering model. We present a method to extract phrase pairs from a word-aligned bilingual corpus in which the alignments satisfy the ITG constraint, and we also extract the reordering information for the phrase pairs, which are used to build the re-ordering model. Through experiments, we show that this model obtains significant improvements over the baseline on a Chinese-English translation.

源语言英语
主期刊名MICAI 2007
主期刊副标题Advances in Artificial Intelligence - 6th Mexican International Conference on Artificial Intelligence, Proceedings
出版商Springer Verlag
955-965
页数11
ISBN(印刷版)9783540766308
DOI
出版状态已出版 - 2007
活动6th Mexican International Conference on Artificial Intelligence, MICAI 2007 - Aguascalientes, 墨西哥
期限: 4 11月 200710 11月 2007

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4827 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议6th Mexican International Conference on Artificial Intelligence, MICAI 2007
国家/地区墨西哥
Aguascalientes
时期4/11/0710/11/07

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