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Paraphrase extraction from interactive QA communities

机译:从交互式问答社区中提取复述

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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:复述在过去十年中得到了广泛的研究。大多数研究集中在从各种语言资源中获取复述和复述的产生。如何建立大量的复述语料库是一个热门话题,也是复述方法探索的第一步。交互式问答社区是一种特殊的问答平台,它跳过了计算机可以理解的自然语言,但仅提供了人与人之间交流的平台,其语料库的发展速度很快,并且句子形式多样。这些优点为复述研究提供了巨大的价值,并大规模扩展了复述语料库。本文提出了一种从交互式问答社区中提取释义的方法。实验结果表明,精度,查全率和f测度分别达到0.7725、0.7349和0.7532,可以有效地提取复述。

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