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 …

Legal information retrieval systems: State-of-the-art and open issues

C Sansone, G Sperlí - Information Systems, 2022 - Elsevier
In the last years, the legal domain has been revolutionized by the use of Information and
Communication Technologies, producing large amount of digital information. Legal …

Bayesian optimization based score fusion of linguistic approaches for improving legal document summarization

D Jain, MD Borah, A Biswas - Knowledge-Based Systems, 2023 - Elsevier
Due to the lengthy and complex nature of legal documents, automatic summarization has
very high applicability in this domain. Recently, several researchers have proposed …

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 …

Lawsum: A weakly supervised approach for indian legal document summarization

V Parikh, V Mathur, P Mehta, N Mittal… - arxiv preprint arxiv …, 2021 - arxiv.org
Unlike the courts in western countries, public records of Indian judiciary are completely
unstructured and noisy. No large scale publicly available annotated datasets of Indian legal …

Fine-tuning textrank for legal document summarization: A Bayesian optimization based approach

D Jain, MD Borah, A Biswas - Proceedings of the 12th Annual Meeting …, 2020 - dl.acm.org
Automatic text summarization techniques have a very high applicability in the legal domain,
due to the complex and lengthy nature of legal documents. Most of the classical text …

Gender Bias Detection in Court Decisions: A Brazilian Case Study

R Benatti, F Severi, S Avila, EL Colombini - The 2024 ACM Conference …, 2024 - dl.acm.org
Data derived from the realm of the social sciences is often produced in digital text form,
which motivates its use as a source for natural language processing methods. Researchers …

Chinese judicial summarising based on short sentence extraction and GPT-2

J Liu, J Wu, X Luo - … : 14th International Conference, KSEM 2021, Tokyo …, 2021 - Springer
This paper studies the compilation of judicial case summarisation in China. Judicial case
summaries are made through the abridgement, generalisation, and summarisation of court …

A hybrid approach for text summarization using social mimic optimization algorithm

K Thirumoorthy, JJJ Britto - Iranian Journal of Science and Technology …, 2023 - Springer
Every day, millions of Internet users share a lot of information on the web. In this digital era,
the exponential growth of data on the web causes difficulties in getting the needed …

Micro drill defect detection with hybrid BP networks, clusters selection and crossover

D Ge, R Su, X Yao, J Li - Neural Computing and Applications, 2024 - Springer
According to the solution requirements, linear BP neural networks are designed which are
consistent with the feature curves of the fitted equation, when the neural networks reach the …