A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and
Challenges

A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges

11 April 2022

Xiaoyu Shen

Papers citing "A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges"

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 H. S. Torr Christian Schroeder de Witt AILaw ELM 41 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 40 4 0 25 Oct 2024
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure Hoorieh Sabzevari Mohammadmostafa Rostamkhani Sauleh Eetemadi AILaw ELM 42 0 0 24 Jun 2024
From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction Ang Li Qiangchao Chen Yiquan Wu Ming Cai Xiang Zhou Fei Wu Kun Kuang AILaw 26 2 0 07 Mar 2024
Citation Recommendation on Scholarly Legal Articles Doğukan Arslan Saadet Sena Erdogan Gülşen Eryiğit AILaw 23 0 0 10 Nov 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 31 34 0 28 Sep 2023
ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US Gil Semo Dor Bernsohn Ben Hagag Gila Hayat Joel Niklaus AILaw ELM 28 19 0 01 Nov 2022
JuriBERT: A Masked-Language Model Adaptation for French Legal Text S. Douka Hadi Abdine Michalis Vazirgiannis Rajaa El Hamdani David Restrepo Amariles AILaw 87 31 0 04 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 130 248 0 03 Oct 2021
Indian Legal NLP Benchmarks : A Survey Prathamesh Kalamkar Janani Venugopalan Vivek Raghavan ELM AILaw VLM 25 5 0 13 Jul 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 280 2,015 0 28 Jul 2020
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 112 325 0 05 Jun 2019