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文章基本信息

  • 标题:Using Linguistic Knowledge for Machine Translation Evaluation with Hindi as a Target Language
  • 本地全文:下载
  • 作者:Samiksha Tripathi ; Vineet Kansal
  • 期刊名称:Computación y Sistemas
  • 印刷版ISSN:1405-5546
  • 出版年度:2017
  • 卷号:21
  • 期号:4
  • 页码:717-724
  • 语种:English
  • 出版社:Instituto Politécnico Nacional
  • 其他摘要:Several proposed metrics of MT Evaluation like BLEU have been criti cized for their poor performance in evaluating machine translations. Languages like Hindi which have relatively free word - order and are morphologically rich pose additional problems in such evaluation. We attempt here to make use of linguistic knowledge to evaluate machine translations with Hindi as a target language. We formulate the problem of MT Evaluation as minimum cost assignment problem between test and reference t ranslations with cost function based on linguistic knowledge.
  • 其他关键词:Machine translation evaluation; linguistic knowledge; word group matching; cost function.
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