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 …

Text summarisation in progress: a literature review

E Lloret, M Palomar - Artificial Intelligence Review, 2012 - Springer
This paper contains a large literature review in the research field of Text Summarisation (TS)
based on Human Language Technologies (HLT). TS helps users manage the vast amount …

Legal case document summarization: Extractive and abstractive methods and their evaluation

A Shukla, P Bhattacharya, S Poddar… - arxiv preprint arxiv …, 2022 - arxiv.org
Summarization of legal case judgement documents is a challenging problem in Legal NLP.
However, not much analyses exist on how different families of summarization models (eg …

Applicability of large language models and generative models for legal case judgement summarization

A Deroy, K Ghosh, S Ghosh - Artificial Intelligence and Law, 2024 - Springer
Automatic summarization of legal case judgements, which are known to be long and
complex, has traditionally been tried via extractive summarization models. In recent years …

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 …

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 …

Ensemble methods for improving extractive summarization of legal case judgements

A Deroy, K Ghosh, S Ghosh - Artificial Intelligence and Law, 2024 - Springer
Summarization of legal case judgement documents is a practical and challenging problem,
for which many summarization algorithms of different varieties have been tried. In this work …

Incorporating domain knowledge for extractive summarization of legal case documents

P Bhattacharya, S Poddar, K Rudra, K Ghosh… - Proceedings of the …, 2021 - dl.acm.org
Automatic summarization of legal case documents is an important and practical challenge.
Apart from many domain-independent text summarization algorithms that can be used for …

A sentence is known by the company it keeps: improving legal document summarization using deep clustering

D Jain, MD Borah, A Biswas - Artificial Intelligence and Law, 2024 - Springer
The appropriate understanding and fast processing of lengthy legal documents are
computationally challenging problems. Designing efficient automatic summarization …

Lawsuit: a large expert-written summarization dataset of italian constitutional court verdicts

L Ragazzi, G Moro, S Guidi, G Frisoni - Artificial Intelligence and Law, 2024 - Springer
Large-scale public datasets are vital for driving the progress of abstractive summarization,
especially in law, where documents have highly specialized jargon. However, the available …