Introduction of a new paraphrase generation tool based on Monte-Carlo sampling

Jonathan Chevelu, Thomas Lavergne, Yves Lepage, Thierry Moudenc

研究成果: Conference contribution

13 引用 (Scopus)

抄録

We propose a new specifically designed method for paraphrase generation based on Monte-Carlo sampling and show how this algorithm is suitable for its task. Moreover, the basic algorithm presented here leaves a lot of opportunities for future improvement. In particular, our algorithm does not constraint the scoring function in opposite to Viterbi based decoders. It is now possible to use some global features in paraphrase scoring functions. This algorithm opens new outlooks for paraphrase generation and other natural language processing applications like statistical machine translation.

元の言語English
ホスト出版物のタイトルACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.
ページ249-252
ページ数4
出版物ステータスPublished - 2009
外部発表Yes
イベントJoint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009 - Suntec
継続期間: 2009 8 22009 8 7

Other

OtherJoint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009
Suntec
期間09/8/209/8/7

Fingerprint

Paraphrase
Sampling
language
Scoring
Statistical Machine Translation
Natural Language Processing

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language

これを引用

Chevelu, J., Lavergne, T., Lepage, Y., & Moudenc, T. (2009). Introduction of a new paraphrase generation tool based on Monte-Carlo sampling. : ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf. (pp. 249-252)

Introduction of a new paraphrase generation tool based on Monte-Carlo sampling. / Chevelu, Jonathan; Lavergne, Thomas; Lepage, Yves; Moudenc, Thierry.

ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.. 2009. p. 249-252.

研究成果: Conference contribution

Chevelu, J, Lavergne, T, Lepage, Y & Moudenc, T 2009, Introduction of a new paraphrase generation tool based on Monte-Carlo sampling. : ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.. pp. 249-252, Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009, Suntec, 09/8/2.
Chevelu J, Lavergne T, Lepage Y, Moudenc T. Introduction of a new paraphrase generation tool based on Monte-Carlo sampling. : ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.. 2009. p. 249-252
Chevelu, Jonathan ; Lavergne, Thomas ; Lepage, Yves ; Moudenc, Thierry. / Introduction of a new paraphrase generation tool based on Monte-Carlo sampling. ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.. 2009. pp. 249-252
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