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Summarization of legal documents: Where are we now and the way forward
Computer Science Review ( IF 12.9 ) Pub Date : 2021-03-09 , DOI: 10.1016/j.cosrev.2021.100388
Deepali Jain , Malaya Dutta Borah , Anupam Biswas

Due to huge amount of legal information availability on the internet, as well as other sources, it is important for the research community to do more extensive research on the area of legal text processing, which can help us make sense out of the vast amount of available data. This information growth has compelled the requirement to develop systems that can help legal professionals as well as ordinary citizens get relevant legal information with very little effort. In this survey paper, different text summarization techniques are surveyed, with a specific focus on legal document summarization, as this is one of the most important areas in the legal field, which can help with the quick understanding of legal documents. This paper starts with the general introduction to text summarization, following which various legal text summarization techniques are discussed. Various available tools are also described in this paper which is used for summarization of legal text. Two case studies are also presented in this work, where the automatic summarization of heterogeneous legal documents from two countries is considered. With the presented detailed review of the state of the art approaches, comparative analysis from the case studies and also discussions on several important research questions, this work is expected to provide a good starting point for researchers to perform a more in-depth exploration of the area of legal document summarization, more specifically with respect to the key future research directions identified in this work.



中文翻译:

法律文件摘要:我们现在在哪里以及前进的方向

由于互联网以及其他来源上大量的法律信息可供使用,因此对于研究团体来说,对法律文本处理领域进行更广泛的研究非常重要,这可以帮助我们从大量的法律信息中脱颖而出。可用数据。信息的增长迫使人们迫切需要开发可以帮助法律专业人士以及普通市民轻松获得相关法律信息的系统。在此调查文件中,对不同的文本摘要技术进行了调查,特别关注法律文件摘要,因为这是法律领域中最重要的领域之一,可以帮助快速理解法律文件。本文从文本摘要的一般介绍开始,接下来讨论各种法律文本摘要技术。本文还描述了各种可用的工具,这些工具用于汇总法律文本。在这项工作中还提出了两个案例研究,其中考虑了对来自两个国家的异类法律文件的自动汇总。通过对现有方法的详细介绍,案例研究的比较分析以及对几个重要研究问题的讨论,这项工作有望为研究人员进行更深入的探索提供一个良好的起点。法律文件摘要领域,更具体地说,涉及此工作中确定的未来关键研究方向。本文还描述了各种可用的工具,这些工具用于汇总法律文本。在这项工作中还提出了两个案例研究,其中考虑了来自两个国家的异类法律文件的自动汇总。通过对现有方法的详细介绍,案例研究的比较分析以及对几个重要研究问题的讨论,这项工作有望为研究人员进行更深入的探索提供一个良好的起点。法律文件摘要领域,更具体地说,涉及此工作中确定的未来关键研究方向。本文还描述了各种可用的工具,这些工具用于汇总法律文本。在这项工作中还提出了两个案例研究,其中考虑了对来自两个国家的异类法律文件的自动汇总。通过对现有方法的详细介绍,案例研究的比较分析以及对几个重要研究问题的讨论,这项工作有望为研究人员进行更深入的探索提供一个良好的起点。法律文件摘要领域,更具体地说,涉及此工作中确定的未来关键研究方向。

更新日期:2021-03-09
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