论文标题

质量检查是新的KR:问答的作为知识基础

QA Is the New KR: Question-Answer Pairs as Knowledge Bases

论文作者

Chen, Wenhu, Cohen, William W., De Jong, Michiel, Gupta, Nitish, Presta, Alessandro, Verga, Pat, Wieting, John

论文摘要

在该职位论文中,我们提出了一种基于问题产生和实体链接的文本生成类型的知识库(KB)的新方法。我们认为,所提出的KB类型具有传统符号KB的许多关键优势:尤其是由小型模块化组件组成,可以在组合上合并以回答复杂的查询,包括涉及“多跳”推论的关系查询和查询。但是,与传统的KB不同,该信息商店与常见的用户信息需求相符。

In this position paper, we propose a new approach to generating a type of knowledge base (KB) from text, based on question generation and entity linking. We argue that the proposed type of KB has many of the key advantages of a traditional symbolic KB: in particular, it consists of small modular components, which can be combined compositionally to answer complex queries, including relational queries and queries involving "multi-hop" inferences. However, unlike a traditional KB, this information store is well-aligned with common user information needs.

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