Chinese semantic role labeling using high-quality syntactic knowledge

Gongye Jin, Daisuke Kawahara, Sadao Kurohashi

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

This paper presents an application of Chinese syntactic knowledge for semantic role labeling (SRL). Besides basic morphological information, syntactic structures are crucial in SRL. However, it is difficult to learn such information from limited, small-scale, manually annotated training data. Instead of manually increasing the size of annotated data, we use a large amount of automatically extracted syntactic knowledge to improve the performance of SRL.

本文言語English
ホスト出版物のタイトルProceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015
編集者Liang-Chih Yu, Zhifang Sui, Yue Zhang, Vincent Ng
出版社Association for Computational Linguistics (ACL)
ページ120-127
ページ数8
ISBN(電子版)9781941643570
出版ステータスPublished - 2015
外部発表はい
イベント8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - Beijing, China
継続期間: 2015 7月 302015 7月 31

出版物シリーズ

名前Proceedings of the 8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015 - co-located with 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, ACL IJCNLP 2015

Conference

Conference8th SIGHAN Workshop on Chinese Language Processing, SIGHAN 2015
国/地域China
CityBeijing
Period15/7/3015/7/31

ASJC Scopus subject areas

  • 言語および言語学
  • コンピュータ サイエンスの応用
  • 教育
  • 言語学および言語

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