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Using Legal Ontology for Query Enhancement in Generating a Document Summary

机译:在生成文档摘要时使用法律本体进行查询增强

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In this paper, we explore an interesting issue related to the Information Retrieval (IR) task of processing of user's query to pick the relevant judgments. The retrieved documents are summarized with term distribution model [1] and the results are presented in the form of a user understandable summary. In this work, we describe the construction of legal ontology that is useful in designing a legal knowledge base to answer queries related to legal cases [2]. The purpose of the knowledge base is to help in understanding the terms in a user query by the way of establishing a connection to legal concepts and exploring all possible related terms and relationships. Our proposed ontology-based document summarizer can assist the legal community to read the gist of the related cases instead of full judgments that have bearing to their present case. We have considered three sub-domains: rent control, income tax and sales tax for the legal ontology construction. The basic components of our newly created ontology structural framework are given in Table 1.
机译:在本文中,我们探讨了与用户查询处理的信息检索(IR)任务相关的有趣问题,以选择相关判断。检索到的文档总结了术语分布模型[1],结果以用户理解的摘要的形式呈现。在这项工作中,我们描述了法律本体的构建,可用于设计法律知识库,以回答与法律案件相关的查询[2]。知识库的目的是通过建立与法律概念的连接和探索所有可能的相关条款和关系的方式,帮助了解用户查询中的术语。我们所提出的基于本体的文件摘要可以协助法律界读取相关案件的主旨,而不是对本案件的完整判断。我们考虑了三个子域名:法律本体建设的租金控制,所得税和销售税。表1中给出了新创建的本体结构框架的基本组件。

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