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  • 标题:Continuous N-gram Representations for Authorship Attribution
  • 本地全文:下载
  • 作者:Yunita Sari ; Andreas Vlachos ; Mark Stevenson
  • 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:267-273
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:This paper presents work on using continuous representations for authorship attribution. In contrast to previous work, which uses discrete feature representations, our model learns continuous representations for n-gram features via a neural network jointly with the classification layer. Experimental results demonstrate that the proposed model outperforms the state-of-the-art on two datasets, while producing comparable results on the remaining two.
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