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Exploring personal name disambiguation from name understanding

机译:探索从名称理解的个人名称歧义

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The intensive studies have shown that the information in the context of the mentions of a person is very helpful for personal name disambiguation. However, it is not easy to exact all mentions of a person in text. In this paper, we investigate various mentions of a person in English and Chinese, and find that different languages often emphasize different technologies to exact those mentions of a person. Based on this observation, we make an in-depth analysis of a Chinese personal name disambiguation corpus in terms of structures and meanings of Chinese personal names. Finally, we design two evaluation schemes to examine the impact of selecting personal names to Chinese personal name disambiguation. Our experiments show that deeply understanding of a personal name is crucial for personal name disambiguation.
机译:密集的研究表明,一个人提到的上下文中的信息对个人名称歧义非常有帮助。但是,这并不容易在文本中完全提及一个人。在本文中,我们调查英语和中文人的各种提升,并发现不同的语言通常强调不同的技术,以确切的那些人提到。基于此观察,我们对中国个人名称的结构和含义方面对中国个人名称消歧语料库进行了深入的分析。最后,我们设计了两种评估计划,以检查选择个人名称对中国个人名称歧义的影响。我们的实验表明,对个人名称的深刻理解对于个人名称歧义至关重要。

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