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Chinese Pronominal Anaphora Resolution Based on Conditional Random Fields

机译:基于条件随机场的汉语代词回指解析

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摘要

Anaphora resolution plays an important role in Nature Language Processing. According to features of Chinese personal pronoun, we present an approach which adopts Conditional Random Fields to do anaphora resolution of personal pronoun in Chinese texts. The method takes into account all kinds of anaphoric features and those effects among each other. The experimental results on the Chinese ACE training corpus demonstrate that the proposed method is feasible for the anaphora resolution of Chinese personal pronoun.
机译:回指解析在自然语言处理中起着重要的作用。根据中文人称代词的特点,提出一种采用条件随机场对中文文本中人称代词进行回指解析的方法。该方法考虑了各种照应特征以及彼此之间的那些影响。在中文ACE训练语料库上的实验结果表明,该方法对于汉语人称代词的回指解析是可行的。

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