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Exploiting Wikipedia in query understanding systems

机译:在查询理解系统中利用Wikipedia

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In recent years, the free online encyclopaedia Wikipedia has become a standard resource to exploit to build knowledge base for various Natural Language Processing applications. In this paper, we exploit that resource to design a new query classification system. We explain and justify the steps we take to extract information from Wikipedia into a structured database, in order to demonstrate the validity of our design. We then show, both with mathematical reasoning and with experimental results, how to exploit the information in the database for the purpose of query classification.
机译:近年来,免费的在线百科全书Wikipedia已成为开发各种自然语言处理应用程序的知识库的标准资源。在本文中,我们利用该资源来设计新的查询分类系统。我们解释并证明从Wikipedia提取信息到结构化数据库中所采取的步骤,以证明我们设计的有效性。然后,我们将通过数学推理和实验结果展示如何利用数据库中的信息进行查询分类。

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