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J-GLOBAL ID:202102222157604707   Reference number:21A0329129

要約の自動評価手法としてのDoc2Vecの利用

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Material:
Volume: 2020  Issue: SLP-134  Page: Vol.2020-SLP-134,No.24,1-7 (WEB ONLY)  Publication year: Nov. 25, 2020 
JST Material Number: U0451A  Document type: Proceedings
Article type: 原著論文  Country of issue: Japan (JPN)  Language: JAPANESE (JA)
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Pattern recognition  ,  Speach processing  ,  Information processing in general  ,  System and control theory in general  ,  Natural language processing 
Reference (14):
  • Chin-Yew Lin. ROUGE: A package for automatic evaluation of summaries. In Text Summarization Branches Out, pages 74-81, Barcelona, Spain, July 2004. Association for Computational Linguistics.
  • Karolina Owczarzak, John M. Conroy, Hoa Trang Dang, and Ani Nenkova. An assessment of the accuracy of automatic evaluation in summarization. In Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization, pages 1-9, Montréal, Canada, June 2012. Association for Computational Linguistics.
  • Tomas Mikolov, Kai Chen, Greg S. Corrado, and Jeffrey Dean. Efficient estimation of word representations in vector space. In Proceedings of International Conference on Learning Representations (ICLR 2013).
  • Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. Distributed representations of words and phrases and their compositionality. In C. J. C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K. Q. Weinberger, editors, Advances in Neural Information Processing Systems 26, pages 3111-3119. Curran Associates, Inc., 2013.
  • Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. Linguistic regularities in continuous space word representations. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 746-751, Atlanta, Georgia, June 2013. Association for Computational Linguistics.
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