Modeling discourse segments in lyrics using repeated patterns

Kento Watanabe, Yuichiroh Matsubayashi, Naho Orita, Naoaki Okazaki, Kentaro Inui, Satoru Fukayama, Tomoyasu Nakano, Jordan B.L. Smith, Masataka Goto

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

This study proposes a computational model of the discourse segments in lyrics to understand and to model the structure of lyrics. To test our hypothesis that discourse segmentations in lyrics strongly correlate with repeated patterns, we conduct the first large-scale corpus study on discourse segments in lyrics. Next, we propose the task to automatically identify segment boundaries in lyrics and train a logistic regression model for the task with the repeated pattern and textual features. The results of our empirical experiments illustrate the significance of capturing repeated patterns in predicting the boundaries of discourse segments in lyrics.

本文言語English
ホスト出版物のタイトルCOLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016
ホスト出版物のサブタイトルTechnical Papers
出版社Association for Computational Linguistics, ACL Anthology
ページ1959-1969
ページ数11
ISBN(印刷版)9784879747020
出版ステータスPublished - 2016
イベント26th International Conference on Computational Linguistics, COLING 2016 - Osaka, Japan
継続期間: 2016 12 112016 12 16

出版物シリーズ

名前COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers

Other

Other26th International Conference on Computational Linguistics, COLING 2016
国/地域Japan
CityOsaka
Period16/12/1116/12/16

ASJC Scopus subject areas

  • 計算理論と計算数学
  • 言語および言語学
  • 言語学および言語

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