Zero pronoun resolution based on automatically constructed case frames and structural preference of antecedents

Daisuke Kawahara, Sadao Kurohashi

研究成果: Contribution to journalConference article査読

1 被引用数 (Scopus)

抄録

This paper describes a method to detect and resolve zero pronouns in Japanese text. We detect zero pronouns by case analysis based on automatically constructed case frames, and select their appropriate antecedents based on similarity to examples in the case frames. We also introduce structural preference of antecedents to precisely capture the tendency that a zero pronoun has its antecedent in its close position. Experimental results on 100 articles indicated that the precision and recall of zero pronoun detection is 87.1% and 74.8% respectively and the accuracy of antecedent estimation is 61.8%.

本文言語英語
ページ(範囲)12-21
ページ数10
ジャーナルLecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
3248
DOI
出版ステータス出版済み - 2005
イベントFirst International Joint Conference on Natural Language Processing - IJCNLP 2004 - Hainan Island, 中国
継続期間: 3 22 20043 24 2004

All Science Journal Classification (ASJC) codes

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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