Advancement of information extraction use in legal documents

Q1 Social Sciences
Firdaus Solihin, I. Budi, R. F. Aji, E. Makarim
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引用次数: 4

Abstract

ABSTRACT The number of legal documents is already huge and growth is occurring at a swift pace; yet, the need to procure information from these documents for various purposes persists. One of the technologies available for this purpose is information extraction (IE), which has been applied widely in different domains to date. However, few research reviews have specifically discussed the development of legal IE. For this reason, it is considered important to conduct a literature review to identify and analyse the research, topics, datasets and methods used in legal IE research. This study used a standard systematic review method as stipulated by the PRISMA guidelines and collected papers from five main databases published between January 1990 and December 2020. A total of 107 articles were selected for inclusion in this review. Legal IE has been employed for various applications to date, but there is a wide range of different conditions, problems, and solutions reported by various studies in applying legal IE in various countries. This study offers a more concrete understanding, a broader perspective and provides an overview of various open problems in this regard so that it can serve as a guide in the development of future legal IE research.
法律文件中信息提取应用的进展
法律文件的数量已经非常庞大,而且还在快速增长;然而,出于各种目的仍然需要从这些文件中获取信息。其中一种可用的技术是信息提取(IE),迄今已在不同领域得到广泛应用。然而,很少有研究评论专门讨论法律IE的发展。因此,进行文献综述以识别和分析法律IE研究中使用的研究、主题、数据集和方法被认为是重要的。本研究采用PRISMA指南规定的标准系统评价方法,收集了1990年1月至2020年12月期间发表的五个主要数据库中的论文。共有107篇文章被纳入本综述。迄今为止,法律IE已被用于各种应用,但在不同国家应用法律IE的各种研究报告了各种不同的条件,问题和解决方案。本研究提供了更具体的理解,更广阔的视角,并概述了这方面的各种开放性问题,从而可以为未来法律IE研究的发展提供指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.70
自引率
0.00%
发文量
25
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