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Paraphrase extraction from interactive Qamp;A communities

机译:互动Q&amp的解释提取;社区

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摘要

Paraphrase is widely researched in last decade. Most of the researches are focused on acquisition of paraphrase from various language resources and generation of paraphrase. It is a hot topic that how to build large scale of paraphrase corpus, and it is the first step for paraphrase exploration as well. Interactive question answering communities which are a kind of special Q&A platform skipping over natural language understood by computer but just providing a platform for communication among people, have corpus with quick growing rate and sentences in diversified expressions. These advantages provide great value for paraphrase research and extend paraphrase corpus in huge scale. We propose a method on how to extract paraphrase from interactive Q&A community in this paper. The experiment results show the precision, recall and f-measure can reach to 0.7725, 0.7349 and 0.7532 respectively, and paraphrase could be extracted effectively.
机译:释义在去年的广泛研究。 大多数研究都集中在从各种语言资源和释义的产生中获取释义。 这是一种热门话题,如何构建大规模的释义语料库,并且它也是探索探索的第一步。 互动问题回答社区,这些社区是一种特殊的Q&A平台,跳过计算机理解的自然语言,而只是为人们之间提供沟通平台,在多元化的表达中具有快速增长的速度和句子的语料库。 这些优势为解释研究和巨大缩小的释放语料库提供了很大的价值。 我们提出了一种关于如何从本文中从交互式Q&A社区中提取释义的方法。 实验结果显示精确,召回和F措施分别可以达到0.7725,0.7349和0.7532,可以有效提取释义。

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