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Exploring Domain Differences for the Design of Pronoun Resolution Systems for Biomedical Text

机译:探索生物医学文本代词解析系统设计的域差异

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Much effort in the research community has been spent on solving the anaphora resolution or pronoun resolution problem, and in particular for news texts. In order to selectively inherit the previous works and solve the same problem for a new domain, we carried out a comparative study with three different corpora: MUC, ACE for the news texts, and GENIA for bio-medical papers. Our corpus analysis and experimental results show the significant differences in the use of pronouns in the two domains, thus by properly considering the characteristics of a domain, we can improve the performance of pronoun resolution for that domain.
机译:研究界的大量努力已经花在解决了幻想解决方案或代词解决问题,特别是新闻文本。为了选择性地继承以前的作品并解决新领域的同样问题,我们对三个不同的基层进行了比较研究:MUC,ACE为新闻文本,以及生物医学论文的Genia。我们的语料库分析和实验结果表明,两个域在两个域中使用代词的显着差异,因此通过适当考虑域的特征,我们可以提高该域的代词解析的性能。

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