Chinese morphological analysis with character-level POS tagging

Mo Shen, Hongxiao Liu, Daisuke Kawahara, Sadao Kurohashi

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

9 被引用数 (Scopus)

抄録

The focus of recent studies on Chinese word segmentation, part-of-speech (POS) tagging and parsing has been shifting from words to characters. However, existing methods have not yet fully utilized the potentials of Chinese characters. In this paper, we investigate the usefulness of character-level part-of-speech in the task of Chinese morphological analysis. We propose the first tagset designed for the task of character-level POS tagging. We propose a method that performs character-level POS tagging jointly with word segmentation and word-level POS tagging. Through experiments, we demonstrate that by introducing character-level POS information, the performance of a baseline morphological analyzer can be significantly improved.

本文言語英語
ホスト出版物のタイトルLong Papers
出版社Association for Computational Linguistics (ACL)
ページ253-258
ページ数6
ISBN(印刷版)9781937284732
DOI
出版ステータス出版済み - 2014
イベント52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Baltimore, MD, 米国
継続期間: 6 22 20146 27 2014

出版物シリーズ

名前52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference
2

その他

その他52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014
国/地域米国
CityBaltimore, MD
Period6/22/146/27/14

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