ClassActionPrediction: A Challenging Benchmark for Legal Judgment
Prediction of Class Action Cases in the US

ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US

1 November 2022

Papers citing "ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US"

12 / 12 papers shown

Title
AnnoCaseLaw: A Richly-Annotated Dataset For Benchmarking Explainable Legal Judgment Prediction Magnus Sesodia Alina Petrova John Armour Thomas Lukasiewicz Oana-Maria Camburu P. Dokania Philip Torr Christian Schroeder de Witt AILaw ELM 62 1 0 28 Feb 2025
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 50 4 0 25 Oct 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text Dor Bernsohn Gil Semo Yaron Vazana Gila Hayat Ben Hagag Joel Niklaus Rohit Saha Kyryl Truskovskyi AILaw 35 17 0 06 Feb 2024
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain Joel Niklaus Veton Matoshi Pooja Rani Andrea Galassi Matthias Sturmer Ilias Chalkidis ELM AILaw 42 56 0 30 Jan 2023
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 238 208 0 05 Oct 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 76 19 0 25 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 455 8,840 0 28 Jan 2022
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts Yuta Koreeda Christopher D. Manning AILaw 94 101 0 05 Oct 2021
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 169 253 0 03 Oct 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 301 2,037 0 28 Jul 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 250 293 0 17 Mar 2020
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 125 327 0 05 Jun 2019