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APPARATUS AND METHOD FOR ANSWERING QUESTION BASED ON CONCEPTUAL GRAPH

机译:基于概念图的问题回答装置和方法

摘要

As a question-and-answer device, a corpus context word is extracted from a corpus, weights are applied to the corpus context words according to a weighting rule, a query context word is extracted from an input query, and a weight is weighted to the query context words according to the weighting rule. Generates a weighting unit to apply, a plurality of corpus sentence embedding vectors for a weighted corpus, and a query sentence embedding vector for a weighted input query, between the plurality of corpus sentence embedding vectors and the query sentence embedding vector A context similarity determining unit determining a target sentence embedding vector among the plurality of corpus sentence embedding vectors based on the vector similarity of, determining a target concept graph corresponding to the target sentence embedding vector, and at least included in the target conceptual graph A candidate response determination unit determining at least one candidate concept corresponding to the input query by calculating a graph matching score for each of the one or more concepts, and a preset number of concepts from the candidate concepts to the input query It includes a response decision unit to determine in response to.
机译:作为问答设备,从语料库中提取语料库上下文词,根据加权规则将权重应用于语料库上下文词,从输入查询中提取查询上下文词,并将权重加权为根据加权规则查询上下文词。生成加权单元,以在多个语料库句子嵌入向量和查询句子嵌入向量之间应用多个加权的语料库句子嵌入向量和用于加权输入查询的查询句子嵌入向量上下文相似性确定单元基于的向量相似度确定多个语料库句子嵌入向量中的目标句子嵌入向量,确定与目标句子嵌入向量相对应的目标概念图,并且至少包括在目标概念图中。通过为一个或多个概念中的每一个计算图匹配分数,以及从候选概念到输入查询的预设数量的概念,为输入查询对应的至少一个候选概念以及预设数量的概念。该响应概念包括响应确定单元。

著录项

  • 公开/公告号KR1020200062521A

    专利类型

  • 公开/公告日2020-06-04

    原文格式PDF

  • 申请/专利权人 한국과학기술원;

    申请/专利号KR1020180148013

  • 发明设计人 맹성현;김경민;

    申请日2018-11-27

  • 分类号

  • 国家 KR

  • 入库时间 2022-08-21 10:58:06

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