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  • 标题:Combining Machine Translation Output with Open Source: The Carnegie Mellon Multi-Engine Machine Translation Scheme
  • 作者:Kenneth Heafield ; Alon Lavie
  • 期刊名称:The Prague Bulletin of Mathematical Linguistics
  • 印刷版ISSN:0032-6585
  • 电子版ISSN:1804-0462
  • 出版年度:2010
  • 卷号:93
  • 期号:1
  • 页码:27-36
  • DOI:10.2478/v10108-010-0008-4
  • 语种:English
  • 出版社:Walter de Gruyter GmbH
  • 摘要:The Carnegie Mellon multi-engine machine translation software merges output from several machine translation systems into a single improved translation. This improvement is significant: in the recent NIST MT09 evaluation, the combined Arabic-English output scored 5.22 BLEU points higher than the best individual system. Concurrent with this paper, we release the source code behind this result consisting of a recombining beam search decoder, the combination search space and features, and several accessories. Here we describe how the released software works and its use.
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