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Exploring personal name disambiguation from name understanding

机译:从名字理解中探索个人名字的歧义

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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:深入的研究表明,在提及一个人的上下文中提供的信息对于消除个人名称的歧义非常有帮助。但是,要在文本中准确提及一个人并非易事。在本文中,我们调查了英语和汉语中对一个人的各种提及,发现不同的语言经常强调不同的技术来准确地提及一个人。在此基础上,我们从中文名字的结构和含义上对中文名字歧义语料库进行了深入的分析。最后,我们设计了两种评估方案,以研究选择人名对中文人名消除歧义的影响。我们的实验表明,深刻理解一个人名对于消除人名歧义至关重要。

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