【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:问题表示是问答系统中的一项基本任务。提出了一种基于语义单元(SU)的方法,该方法选择领域词和短语作为语义成分,并根据它们在领域本体中的关系将它们组织在一起以形成SU实例。问题由SU实例的向量表示。在浅层语义分析和领域本体的支持下,可以使用一些简单规则轻松构造和提取SU实例。在计算机故障诊断受限域的质量保证系统中,该方法已经被采用和实现。实验结果表明其效率和对改善质量保证整体绩效的贡献。

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