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Scoring candidates using structural information in semi-structured documents for question answering systems

机译:使用半结构化文档中的结构信息对候选人进行评分

摘要

A system, program product, and methodology automatically scores candidate answers to questions in a question and answer system. In the candidate answer scoring method, a processor device performs one or more of receiving one or more candidate answers associated with a query string, the candidates obtained from a data source having semi-structured content; identifying one or more documents with semi-structured content from the data source having a candidate answer; and for each identified document: extracting one or more entity structures embedded in the identified document; determining a number of the entity structures in the identified document that appear in the received input query; and, computing a score for a candidate answer in the document as a function of the number Overall system efficiency is improved by giving the correct candidate answers higher scores through leveraging context-dependent structural information such as links to other documents and embedded tags.
机译:系统,程序产品和方法论自动为问答系统中的候选问题评分。在候选答案评分方法中,处理器设备执行以下一项或多项:接收与查询字符串相关联的一个或多个候选答案,这些候选答案从具有半结构化内容的数据源获得;从具有候选答案的数据源中识别一个或多个具有半结构化内容的文档;对于每个识别出的文档:提取嵌入到识别出的文档中的一个或多个实体结构;确定所标识的文档中出现在接收到的输入查询中的多个实体结构;通过利用上下文相关的结构信息(例如到其他文档和嵌入式标签的链接)为正确的候选答案提供更高的分数,可以提高整体系统效率,从而提高整体系统效率。

著录项

  • 公开/公告号US10223441B2

    专利类型

  • 公开/公告日2019-03-05

    原文格式PDF

  • 申请/专利权人 JAMES J. FAN;DAVID A. FERRUCCI;

    申请/专利号US201113244351

  • 发明设计人 JAMES J. FAN;DAVID A. FERRUCCI;

    申请日2011-09-24

  • 分类号G06F17/30;

  • 国家 US

  • 入库时间 2022-08-21 12:09:35

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