Interpretable Long-Form Legal Question Answering with
Retrieval-Augmented Large Language Models

Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models

29 September 2023

Antoine Louis

Gijs van Dijck

Gerasimos Spanakis

Papers citing "Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models"

12 / 12 papers shown

Title
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes Mohammad Aqib Mohd Hamza Qipei Mei Ying Hei Chui RALM ELM 50 0 0 07 May 2025
A Reasoning-Focused Legal Retrieval Benchmark Lucia Zheng Neel Guha Javokhir Arifov Sarah Zhang Michal Skreta Christopher D. Manning Peter Henderson Daniel E. Ho AILaw RALM ELM 94 2 0 06 May 2025
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems Soham Roy Mitul Goswami Nisharg Nargund Suneeta Mohanty Prasant Kumar Pattnaik RALM 54 0 0 20 Jan 2025
Exploring Possibilities of AI-Powered Legal Assistance in Bangladesh through Large Language Modeling Azmine Toushik Wasi Wahid Faisal Mst Rafia Islam Mahathir Mohammad Bappy ELM 26 0 0 22 Oct 2024
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation Dongyu Ru Lin Qiu Xiangkun Hu Tianhang Zhang Peng Shi ... Tong He Zhiguo Wang Pengfei Liu Yue Zhang Zheng Zhang 49 12 0 15 Aug 2024
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs Shuang Ao Stefan Rueger Advaith Siddharthan 31 1 0 05 Jun 2024
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice Inyoung Cheong King Xia K. J. Kevin Feng Quan Ze Chen Amy X. Zhang AILaw ELM 33 58 0 02 Feb 2024
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications Sabine Wehnert AILaw 29 4 0 27 Nov 2023
Modeling Exemplification in Long-form Question Answering via Retrieval Shufan Wang Fangyuan Xu Laure Thompson Eunsol Choi Mohit Iyyer 33 10 0 19 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 274 170 0 24 Oct 2020
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 110 325 0 05 Jun 2019