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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Title
Codifying Natural Langauge Tasks Haoyang Chen Kumiko Tanaka-Ishii ELM 20 0 0 22 Sep 2025
VLQA: The First Comprehensive, Large, and High-Quality Vietnamese Dataset for Legal Question Answering Tan-Minh Nguyen Hoang-Trung Nguyen Trong-Khoi Dao X. Phan Ha-Thanh Nguyen Thi-Hai-Yen Vuong AILaw ELM 71 0 0 26 Jul 2025
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 189 5 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 Juil Sock Christian Schroeder de Witt AILaw ELM 113 1 0 28 Feb 2025
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Joel Mackenzie Gianluca Demartini ELM AILaw VLM 171 14 0 25 Oct 2024
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss JurisprudenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ronja Stern Ken Kawamura Matthias Sturmer Ilias Chalkidis Joel Niklaus AILaw ELM 124 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 81 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 93 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 127 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 85 20 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 65 4 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 164 66 0 30 Jan 2023
A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges Junyun Cui Xiaoyu Shen Feiping Nie Liang Luo Jinglong Wang Yulong Chen AILaw ELM 86 82 0 11 Apr 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.6K 18,198 0 16 Feb 2016