Zero-shot Transfer of Article-aware Legal Outcome Classification for
European Court of Human Rights Cases

Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases

1 February 2023

Santosh T.Y.S.S

Matthias Grabmair

Papers citing "Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases"

18 / 18 papers shown

Title
Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings Muhammad Amien Ibrahim Alif Tri Handoyo Maria Susan Anggreainy AILaw 21 1 0 26 Oct 2024
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification -- An Empirical Study on European Court of Human Rights Cases T. Y. S. S. Santosh Irtiza Chowdhury Shanshan Xu Matthias Grabmair AILaw 25 0 0 27 Sep 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases T. Y. S. S. Santosh Mohamed Hesham Elganayni Stanisław Sójka Matthias Grabmair AILaw 24 1 0 27 Sep 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? T. Y. S. S Santosh Kevin D. Ashley Katie Atkinson Matthias Grabmair ELM AILaw 32 1 0 16 Jun 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 53 4 0 23 May 2024
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights Santosh T.Y.S.S R. Haddad Matthias Grabmair AILaw 31 1 0 31 Mar 2024
Query-driven Relevant Paragraph Extraction from Legal Judgments Santosh T.Y.S.S Elvin Quero Hernandez Matthias Grabmair AILaw 39 2 0 31 Mar 2024
LexAbSumm: Aspect-based Summarization of Legal Decisions Santosh T.Y.S.S Mahmoud Aly Matthias Grabmair AILaw ELM 30 6 0 31 Mar 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization Santosh T.Y.S.S Vatsal Venkatkrishna Saptarshi Ghosh Matthias Grabmair ELM 37 4 0 28 Mar 2024
Towards Explainability in Legal Outcome Prediction Models Josef Valvoda Ryan Cotterell ELM AILaw 53 4 0 25 Mar 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 31 6 0 26 Feb 2024
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification Shanshan Xu Santosh T.Y.S.S O. Ichim Barbara Plank Matthias Grabmair 35 4 0 11 Feb 2024
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights Shanshan Xu Leon Staufer Santosh T.Y.S.S O. Ichim Corina Heri Matthias Grabmair 18 0 0 17 Oct 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases Santosh T.Y.S.S Santosh T.Y.S.S Phillip Kemper Matthias Grabmair AILaw 40 14 0 01 Feb 2023
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification Ilias Chalkidis Xiang Dai Manos Fergadiotis Prodromos Malakasiotis Desmond Elliott 32 33 0 11 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 127 248 0 03 Oct 2021
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 110 325 0 05 Jun 2019
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 174 9,327 0 28 May 2015