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A chat service system based on semantic relationships inferred sentence

机译:基于语义关系推断句的聊天服务系统

摘要

The present invention comprises a user terminal, a service providing device, and a learning device, the learning device comprising: an input unit for receiving learning document data to be learned; A word-vector conversion unit that performs word vector conversion processing for mapping words of the learning document onto a vector space; A sentence-vector converting unit for performing sentence vector conversion processing corresponding to sentences of the learning document by using the word vector; And performing semantic relation classification learning between sentences according to the degree of relation between sentence vectors, generating a sentence-based classifier whose semantic relation is learned according to the semantic relation classification learning, and generating a user input document based on the generated classifier. It includes a semantic relationship classifying unit that performs intention classification processing, and the service providing apparatus can provide a conversation service by inferring a semantic relationship of a user input sentence classified by the semantic relationship classifying unit.
机译:本发明包括用户终端,服务提供设备和学习设备,该学习设备包括:输入单元,用于接收要学习的学习文档数据;以及输入单元。词向量转换单元,执行词向量转换处理以将学习文档的词映射到向量空间上;句子向量转换单元,用于通过使用词向量执行与学习文档的句子相对应的句子向量转换处理;然后根据句子向量之间的关联度,进行句子之间的语义关系分类学习,生成基于语义关系分类学习的语义关系被学习的基于句子的分类器,并基于生成的分类器生成用户输入文档。它包括执行意图分类处理的语义关系分类单元,并且服务提供设备可以通过推断由语义关系分类单元分类的用户输入语句的语义关系来提供会话服务。

著录项

  • 公开/公告号KR20200103153A

    专利类型

  • 公开/公告日2020-09-02

    原文格式PDF

  • 申请/专利权人 주식회사 자이냅스;

    申请/专利号KR20190015863

  • 发明设计人 주동원;강진범;박보영;이형로;

    申请日2019-02-12

  • 分类号G06N3/08;G06F16/33;G06F16/332;G06F16/35;G06F16/36;G06F40/20;G06N5/04;

  • 国家 KR

  • 入库时间 2022-08-21 11:06:03

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