Summarization of legal documents: Where are we now and the way forward

D Jain, MD Borah, A Biswas - Computer Science Review, 2021 - Elsevier
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 …

How does NLP benefit legal system: A summary of legal artificial intelligence

H Zhong, C Xiao, C Tu, T Zhang, Z Liu… - arXiv preprint arXiv …, 2020 - arxiv.org
Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …

Exploring the use of text classification in the legal domain

OM Sulea, M Zampieri, S Malmasi, M Vela… - arXiv preprint arXiv …, 2017 - arxiv.org
In this paper, we investigate the application of text classification methods to support law
professionals. We present several experiments applying machine learning techniques to …

Text summarization from legal documents: a survey

A Kanapala, S Pal, R Pamula - Artificial Intelligence Review, 2019 - Springer
Enormous amount of online information, available in legal domain, has made legal text
processing an important area of research. In this paper, we attempt to survey different text …

Multi-lexsum: Real-world summaries of civil rights lawsuits at multiple granularities

Z Shen, K Lo, L Yu, N Dahlberg… - Advances in …, 2022 - proceedings.neurips.cc
With the advent of large language models, methods for abstractive summarization have
made great strides, creating potential for use in applications to aid knowledge workers …

Corpus for automatic structuring of legal documents

P Kalamkar, A Tiwari, A Agarwal, S Karn… - arXiv preprint arXiv …, 2022 - arxiv.org
In populous countries, pending legal cases have been growing exponentially. There is a
need for developing techniques for processing and organizing legal documents. In this …

Predicting the law area and decisions of french supreme court cases

OM Sulea, M Zampieri, M Vela… - arXiv preprint arXiv …, 2017 - arxiv.org
In this paper, we investigate the application of text classification methods to predict the law
area and the decision of cases judged by the French Supreme Court. We also investigate …

A comparative study of summarization algorithms applied to legal case judgments

P Bhattacharya, K Hiware, S Rajgaria, N Pochhi… - Advances in Information …, 2019 - Springer
Summarization of legal case judgments is an important problem because the huge length
and complexity of such documents make them difficult to read as a whole. Many …

Identification of rhetorical roles of sentences in indian legal judgments

P Bhattacharya, S Paul, K Ghosh… - Legal Knowledge and …, 2019 - ebooks.iospress.nl
Automatically understanding the rhetorical roles of sentences in a legal case judgement is
an important problem to solve, since it can help in several downstream tasks like …

A survey of research on data analytics-based legal tech

SH Park, DG Lee, JS Park, JW Kim - Sustainability, 2021 - mdpi.com
Data analytics provides important tools and methods for processing the data generated
during legal services. This paper aims to provide a systematic survey of the research papers …