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  • 标题:Towards a Decomposable Metric for Explainable Evaluation of Text Generation fromAMR
  • 本地全文:下载
  • 作者:Juri Opitz ; Anette Frank
  • 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:1504-1518
  • DOI:10.18653/v1/2021.eacl-main.129
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:Systems that generate natural language text from abstract meaning representations such as AMR are typically evaluated using automatic surface matching metrics that compare the generated texts to reference texts from which the input meaning representations were constructed. We show that besides well-known issues from which such metrics suffer, an additional problem arises when applying these metrics for AMR-to-text evaluation, since an abstract meaning representation allows for numerous surface realizations. In this work we aim to alleviate these issues by proposing.
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