【24h】

Semantic Unit Based Question Representation

机译:基于语义单元的问题表示

获取原文

摘要

Question representation is a fundamental task in Question Answering (QA) system. An approach based on semantic unit (SU) is proposed, which selects the domain words and phrases as semantic components, and organize them together to form SU instances according their relationships in domain ontology. The question is represented by the vector of SU instances. With the supports of shallow semantic analysis and domain ontology, SUs instances are easily constructed and extracted using some simple rules. In a QA system of computer fault diagnoses restricted domain, the proposed method has been employed and implemented. Experimental results have shown its efficiency and contributions to the improvement of overall performance of QA.
机译:问题表示是问题应答(QA)系统中的基本任务。提出了一种基于语义单元(SU)的方法,该方法选择作为语义组件的域词和短语,并将它们组织在一起以根据域本体中的关系来形成SU实例。问题由SU实例的矢量表示。随着浅层语义分析和域本体的支持,SUS实例很容易使用一些简单的规则来构造和提取。在计算机故障诊断限制域的QA系统中,所提出的方法已被采用和实施。实验结果向QA的整体性能提高了效率和贡献。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号