How ready are pre-trained abstractive models and LLMs for legal case judgement summarization?

A Deroy, K Ghosh, S Ghosh - arXiv preprint arXiv:2306.01248, 2023 - arxiv.org
Automatic summarization of legal case judgements has traditionally been attempted by
using extractive summarization methods. However, in recent years, abstractive …

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 …

Ai-powered answer assessment: A comprehensive overview

A Deroy, S Maity - Authorea Preprints, 2024 - techrxiv.org
Answer assessment is a critical aspect of various fields including education, artificial
intelligence, and natural language processing. This paper aims to provide a comprehensive …

Rethinking legal judgement prediction in a realistic scenario in the era of large language models

SK Nigam, A Deroy, S Maity, A Bhattacharya - arXiv preprint arXiv …, 2024 - arxiv.org
This study investigates judgment prediction in a realistic scenario within the context of Indian
judgments, utilizing a range of transformer-based models, including InLegalBERT, BERT …

[PDF][PDF] Question generation: Past, present & future

A Deroy, S Maity - Authorea Preprints, 2024 - researchgate.net
Question Generation (QG) is an essential area in Natural Language Processing (NLP) that
aims to create questions from a given text. This paper reviews the evolution of QG methods …

Mirror: A novel approach for the automated evaluation of open-ended question generation

A Deroy, S Maity, S Sarkar - arXiv preprint arXiv:2410.12893, 2024 - arxiv.org
Automatic question generation is a critical task that involves evaluating question quality by
considering factors such as engagement, pedagogical value, and the ability to stimulate …

A transformer-based approach for abstractive summarization of requirements from obligations in software engineering contracts

C Jain, PR Anish, A Singh… - 2023 IEEE 31st …, 2023 - ieeexplore.ieee.org
Software Engineering (SE) contracts are a valuable source of software requirements. Seed
requirements derived from SE contracts can provide a starting point to the Requirements …

Code generation and algorithmic problem solving using llama 3.1 405b

A Deroy, S Maity - arXiv preprint arXiv:2409.19027, 2024 - arxiv.org
Code generation by Llama 3.1 models, such as Meta's Llama 3.1 405B, represents a
significant advancement in the field of artificial intelligence, particularly in natural language …

Legal sentence boundary detection using hybrid deep learning and statistical models

R Sheik, SR Ganta, SJ Nirmala - Artificial Intelligence and Law, 2024 - Springer
Sentence boundary detection (SBD) represents an important first step in natural language
processing since accurately identifying sentence boundaries significantly impacts …

Transdisciplinary research as a way forward in AI & Law

F Bex - Journal of Cross-disciplinary Research in …, 2024 - journalcrcl.org
Abstract The field of Artificial Intelligence & Law is a community of law and computer science
scholars, with a focus on AI applications for the law and law enforcement. Such applications …