Leveraging Task Dependency and Contrastive Learning for Case Outcome
Classification on European Court of Human Rights Cases

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Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases

1 February 2023

Santosh T.Y.S.S

Santosh T.Y.S.S

Matthias Grabmair

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Papers citing "Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases"

13 / 13 papers shown

Title
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases Santosh T.Y.S.S O. Ichim Matthias Grabmair AILaw 92 17 0 01 Feb 2023
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts Santosh T.Y.S.S Shanshan Xu O. Ichim Matthias Grabmair 93 28 0 25 Oct 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
The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Benjamin Clavié Marc Alphonsus ELM AILaw 55 10 0 15 Sep 2021
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation Vijit Malik Rishabh Sanjay S. Nigam Kripabandhu Ghosh S. Guha Arnab Bhattacharya Ashutosh Modi ELM AILaw 86 148 0 28 May 2021
On the Ethical Limits of Natural Language Processing on Legal Text D. Tsarapatsanis Nikolaos Aletras ELM AILaw 63 43 0 06 May 2021
Equality before the Law: Legal Judgment Consistency Analysis for Fairness Yuzhong Wang Chaojun Xiao Shirong Ma Haoxiang Zhong Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 50 20 0 25 Mar 2021
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 165 4,572 0 23 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 378 18,866 0 13 Feb 2020
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 174 339 0 05 Jun 2019
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 182 3,466 0 05 May 2018
Predicting the Law Area and Decisions of French Supreme Court Cases Octavia Maria Sulea Marcos Zampieri M. Vela Josef van Genabith 83 129 0 04 Aug 2017
Learning to Predict Charges for Criminal Cases with Legal Basis Bingfeng Luo Yansong Feng Jianbo Xu Xiang Zhang Dongyan Zhao AILaw 55 268 0 28 Jul 2017