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  • 标题:Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing
  • 本地全文:下载
  • 作者:Hiroaki Ozaki ; Gaku Morio ; Terufumi Morishita
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2021
  • 卷号:2021
  • 页码:2586-2594
  • DOI:10.18653/v1/2021.eacl-main.221
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:This paper describes the first report on cross-lingual transfer for semantic dependency parsing. We present the insight that there are twodifferent kinds of cross-linguality, namely sur-face level and mantic level, and try to cap-ture both kinds of cross-linguality by combin-ing annotation projection and model transferof pre-trained language models. Our exper-iments showed that the performance of our graph-based semantic dependency parser almost achieved the approximated upper bound.
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