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

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

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SwiLTra-Bench: The Swiss Legal Translation Benchmark Joel Niklaus Jakob Merane Luka Nenadic Sina Ahmadi Yingqiang Gao ... Matthew Guillod Robin Mamié Daniel Brunner Julio Pereyra Niko Grupen AILaw ELM 135 4 0 03 Mar 2025
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 87 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 117 7 0 25 Oct 2024
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence Ronja Stern Ken Kawamura Matthias Sturmer Ilias Chalkidis Joel Niklaus AILaw ELM 99 1 0 17 Oct 2024
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text Ben Hagag Liav Harpaz Gil Semo Dor Bernsohn Rohit Saha Pashootan Vaezipoor Kyryl Truskovskyi Gerasimos Spanakis AILaw 73 6 0 15 Oct 2024
BayesJudge: Bayesian Kernel Language Modelling with Confidence Uncertainty in Legal Judgment Prediction Ubaid Azam Imran Razzak Shelly Vishwakarma Hakim Hacid Dell Zhang Shoaib Jameel UQCV ELM BDL 77 0 0 16 Apr 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset Santosh T.Y.S.S Nina Baumgartner Matthias Sturmer Matthias Grabmair Joel Niklaus ELM AILaw 110 8 0 26 Feb 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 73 18 0 06 Feb 2024
Japanese Tort-case Dataset for Rationale-supported Legal Judgment Prediction Hiroaki Yamada Takenobu Tokunaga Ryutaro Ohara Akira Tokutsu Keisuke Takeshita Mihoko Sumida ELM AILaw 58 1 0 01 Dec 2023
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 102 60 0 30 Jan 2023
A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges Junyun Cui Xiaoyu Shen Feiping Nie Ziyi Wang Jinglong Wang Yulong Chen AILaw ELM 74 73 0 11 Apr 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.4K 17,241 0 16 Feb 2016