Zero Pronoun Resolution Based on Automatically Constructed Case Frames and Structural Preference of Antecedents

Zero Pronoun Resolution Based on Automatically Constructed Case Frames and Structural Preference of Antecedents
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基于自动构建格框架和先行词结构偏好的零代词解析

DOI:
10.1007/978-3-540-30211-7_2
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发表时间:
2004
期刊:
ArXiv
影响因子:
--
通讯作者:
S. Kurohashi
S. Kurohashi
中科院分区:
--
文献类型:
--
作者:
Daisuke Kawahara;S. Kurohashi

文献摘要

被引文献

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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%.