Legal Case Document Summarization: Extractive and Abstractive Methods
and their Evaluation

Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation

14 October 2022

Paheli Bhattacharya

Rajdeep Mukherjee

Kripabandhu Ghosh

Saptarshi Ghosh

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Papers citing "Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation"

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Title
AugAbEx : Way Forward for Extractive Case Summarization Purnima Bindal Vikas Kumar Sagar Rathore Vasudha Bhatnagar ELM 120 0 0 15 Nov 2025
LLMs for LLMs: A Structured Prompting Methodology for Long Legal Documents Strahinja Klem Noura Al Moubayed AILaw 52 0 0 02 Sep 2025
Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation Weibin Liao Tianlong Wang Yinghao Zhu Yasha Wang Junyi Gao Liantao Ma 108 1 0 12 Aug 2025
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation David Beauchemin Zachary Gagnon Ricahrd Khoury AILaw 103 1 0 12 Oct 2024
CTISum: A New Benchmark Dataset For Cyber Threat Intelligence Summarization Wei Peng Junmei Ding Wei Wang Lei Cui Wei Cai Zhiyu Hao Xiaochun Yun 229 6 0 13 Aug 2024
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning Abhinav Joshi Shounak Paul Akshat Sharma Pawan Goyal Saptarshi Ghosh Ashutosh Modi AILaw ELM 182 20 0 07 Jul 2024
Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 292 38 0 06 Jul 2024
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK Krish Didwania Durga Toshniwal Amit Agarwal AILaw 155 1 0 27 May 2024
Human Centered AI for Indian Legal Text Analytics Sudipto Ghosh Devanshu Verma Balaji Ganesan Purnima Bindal Vikas Kumar Vasudha Bhatnagar 180 4 0 16 Mar 2024
Low-Resource Court Judgment Summarization for Common Law Systems Shuaiqi Liu Jiannong Cao Yicong Li Ruosong Yang Zhiyuan Wen ELM AILaw 139 13 0 07 Mar 2024
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case JudgmentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Debtanu Datta Shubham Soni Rajdeep Mukherjee Saptarshi Ghosh ELM AILaw 173 10 0 28 Oct 2023
Automated Argument Generation from Legal Facts Oscar Tuvey Procheta Sen ELM 181 2 0 09 Oct 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 173 66 0 29 Sep 2023
How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 170 72 0 02 Jun 2023
Named Entity Recognition in Indian court judgments Prathamesh Kalamkar Astha Agarwal Aman Tiwari Smita Gupta S. Karn Vivek Raghavan AILaw 128 61 0 07 Nov 2022
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call TranscriptsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Rajdeep Mukherjee Abhinav Bohra Akash Banerjee Soumya Sharma Manjunath Hegde ... Shivani Shrivastava Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal RALM 194 69 0 22 Oct 2022