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  • 标题:Filtering Syntactic Constraints for Statistical Machine Translation
  • 本地全文:下载
  • 作者:Hailong Cao ; Eiichiro Sumita
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2010
  • 卷号:2010
  • 出版社:ACL Anthology
  • 摘要:Source language parse trees offer very useful but imperfect reordering constraints for statistical machine translation. A lot of effort has been made for soft applications of syntactic constraints. We alternatively propose the selective use of syntactic constraints. A classifier is built automatically to decide whether a node in the parse trees should be used as a reordering constraint or not. Using this information yields a 0.8 BLEU point improvement over a full constraint-based system.
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