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文章基本信息

  • 标题:Cross-lingual tagger evaluation without test data
  • 本地全文:下载
  • 作者:Željko Agić ; Barbara Plank ; Anders Søgaard
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2017
  • 卷号:2017
  • 页码:248-253
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:We address the challenge of cross-lingual POS tagger evaluation in absence of manually annotated test data. We put forth and evaluate two dictionary-based metrics. On the tasks of accuracy prediction and system ranking, we reveal that these metrics are reliable enough to approximate test set-based evaluation, and at the same time lean enough to support assessment for truly low-resource languages.
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