LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the
Legal Domain

LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain

19 August 2024

Nicholas Pipitone

Ghita Houir Alami

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Papers citing "LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain"

12 / 12 papers shown

Title
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains Yash Saxena Ankur Padia Mandar S Chaudhary Kalpa Gunaratna Srinivasan Parthasarathy Manas Gaur 201 0 0 21 May 2025
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets Lorenz Brehme Thomas Ströhle Ruth Breu 181 0 0 28 Apr 2025
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning Hang Ni Fan Liu Xinyu Ma Lixin Su Shuaiqiang Wang Dawei Yin Hui Xiong Hao Liu LLMAG AI4TS 114 0 0 11 Apr 2025
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System Ahsan Bilal Beiyu Lin OffRL RALM AI4MH 90 1 0 02 Apr 2025
Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models Zahra Khalila Arbi Haza Nasution Winda Monika Aytug Onan Yohei Murakami Yasir Bin Ismail Radi Noor Mohammad Osmani RALM 108 1 0 20 Mar 2025
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization Ryan Barron Maksim E. Eren Olga M. Serafimova Cynthia Matuszek Boian S. Alexandrov AILaw 122 1 0 27 Feb 2025
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 127 99 0 13 May 2024
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models Stelios Maroudas Sotiris Legkas Prodromos Malakasiotis Ilias Chalkidis VLM AILaw ALM ELM 67 4 0 24 Oct 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 84 47 0 22 Jun 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Ilias Chalkidis Abhik Jana D. Hartung M. Bommarito Ion Androutsopoulos Daniel Martin Katz Nikolaos Aletras AILaw ELM 226 266 0 03 Oct 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 53 195 0 10 Mar 2021
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 188 2,694 0 25 Sep 2018