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Method and System for zero subject resolution in Korean using a paragraph-based pivotal entity identification

机译:使用基于段落的关键实体标识在朝鲜语中实现零主题分辨率的方法和系统

摘要

Disclosed are a method for restoring an omitted subject element in Korean using paragraph-based core entity identification and a system for the same. According to an embodiment of the present invention, the system for restoring an omitted subject element in Korean using paragraph-based core entity identification comprises: a paragraph recognizing device for parsing and recognizing paragraphs in an input document; a sentence separating device for separating sentences from the recognized paragraphs; an entity recognizing device for recognizing entities of a knowledge base from the separated sentence units; an entity graph generating device for generating an entity-relation graph by searching, in the knowledge base, a relation between the recognized entities; a graph weight calculating device for calculating a weight between the entities on the graph using centrality on the entity-relation graph; a core entity selecting device for selecting a core entity of the paragraphs based on the calculated weight; and an omitted subject restoring device for restoring a subject for a sentence from which a subject element is omitted using the selected core entity. According to the present invention, it is possible to quickly restore an omitted element in a Korean sentence without using a natural language processing tool.
机译:公开了一种使用基于段落的核心实体标识来恢复韩语中被省略的主题元素的方法及其系统。根据本发明的一个实施例,使用基于段落的核心实体标识来恢复韩语中被省略的主题元素的系统包括:段落识别装置,用于解析和识别输入文档中的段落;以及句子分离装置,用于将句子与所识别的段落分离;实体识别装置,用于从分离的句子单元中识别知识库的实体;实体图生成装置,用于通过在知识库中搜索识别的实体之间的关系来生成实体关系图;图权重计算装置,用于利用实体关系图上的中心度来计算图上的实体之间的权重;核心实体选择装置,用于基于计算出的权重选择段落的核心实体;省略的主题恢复装置,用于使用选择的核心实体为省略了主题元素的句子恢复主题。根据本发明,可以在不使用自然语言处理工具的情况下快速恢复朝鲜语句子中的省略的元素。

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