问答系统中的答案类型验证

Arnaud Grappy, Brigitte Grau
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引用次数: 18

摘要

在开放领域问答系统中,许多问题等待显式类型的答案。例如,“哪位总统接替了雅克·希拉克?”这个问题需要一个总统的例子作为答案。我们在本文中提出的方法旨在验证系统给出的答案是否对应于给定的类型。这种验证是通过结合不同方法提供的标准来完成的,这些方法专门用于验证答案和类型之间的适当性。第一种标准是统计的,计算答案和文档中类型的出现率,其他标准依赖于命名实体识别器,最后一种标准基于维基百科的使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Answer type validation in question answering systems
In open domain question-answering systems, numerous questions wait for answers of an explicit type. For example, the question "Which president succeeded Jacques Chirac?" requires an instance of president as answer. The method we present in this article aims at verifying that an answer given by a system corresponds to the given type. This verification is done by combining criteria provided by different methods dedicated to verify the appropriateness between an answer and a type. The first types of criteria are statistical and compute the presence rate of both the answer and the type in documents, other criteria rely on named entity recognizers and the last criteria are based on the use of Wikipedia.
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