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  • 标题:EM Works for Pronoun Anaphora Resolution
  • 本地全文:下载
  • 作者:Eugene Charniak ; Micha Elsner
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2009
  • 卷号:2009
  • 出版社:ACL Anthology
  • 摘要:We present an algorithm for pronounanaphora (in English) that uses Expectation Maximization (EM) to learn virtually all of its parameters in an unsupervised fashion. While EM frequently fails to find good models for the tasks to which it is set, in this case it works quite well. We have compared it to several systems available on the web (all we have found so far). Our program significantly outperforms all of them. The algorithm is fast and robust, and has been made publically available for downloading.
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