Why discourse affects speakers' choice of referring expressions

Naho Orita, Eliana Vornov, Naomi H. Feldman, Hal Daumé

研究成果: Conference contribution

12 被引用数 (Scopus)

抄録

We propose a language production model that uses dynamic discourse information to account for speakers' choices of referring expressions. Our model extends previous rational speech act models (Frank and Goodman, 2012) to more naturally distributed linguistic data, instead of assuming a controlled experimental setting. Simulations show a close match between speakers' utterances and model predictions, indicating that speakers' behavior can be modeled in a principled way by considering the probabilities of referents in the discourse and the information conveyed by each word.

本文言語English
ホスト出版物のタイトルACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference
出版社Association for Computational Linguistics (ACL)
ページ1639-1649
ページ数11
ISBN(電子版)9781941643723
DOI
出版ステータスPublished - 2015
外部発表はい
イベント53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL-IJCNLP 2015 - Beijing, China
継続期間: 2015 7 262015 7 31

出版物シリーズ

名前ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference
1

Conference

Conference53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL-IJCNLP 2015
国/地域China
CityBeijing
Period15/7/2615/7/31

ASJC Scopus subject areas

  • 人工知能
  • ソフトウェア

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