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Answering Why and How questions with respect to a frame-based knowledge base: a preliminary report

机译:回答关于基于框架的知识库的问题和原因:初步报告

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摘要

Being able to answer questions with respect to a given text is the cornerstone of language understanding and at the primary school level students are taught how to answer various kinds of questions including why and how questions. In the building of automated question answering systems the focus so far has been more on factoid questions and comparatively little attention has been devoted to answering why and how questions. In this paper we explore answering why and how questions with respect to a frame-based knowledge base and give algorithms and ASP (answer set programming) implementation to answer two classes of questions in the Biology domain. They are of the form: "How are X and Y related in the process Z?" and "Why is X important to Y?"
机译:能够针对给定的文本回答问题是语言理解的基石,在小学阶段,学生会学会如何回答各种问题,包括为什么和如何提问。迄今为止,在自动问答系统的构建中,重点更多地放在事实性问题上,而对于回答原因和方式问题的关注相对较少。在本文中,我们探索回答关于基于框架的知识库的问题的原因和方式,并给出算法和ASP(答案集编程)实现以回答生物学领域中的两类问题。它们的形式为:“ X和Y在过程Z中如何关联?”和“为什么X对Y重要?”

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