An Empirical Study on Cross-X Transfer for Legal Judgment Prediction

An Empirical Study on Cross-X Transfer for Legal Judgment Prediction

25 September 2022

Matthias Sturmer

Ilias Chalkidis

Papers citing "An Empirical Study on Cross-X Transfer for Legal Judgment Prediction"

15 / 15 papers shown

Title
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 72 0 0 03 Mar 2025
Breaking the Manual Annotation Bottleneck: Creating a Comprehensive Legal Case Criticality Dataset through Semi-Automated Labeling Ronja Stern Ken Kawamura Matthias Sturmer Ilias Chalkidis Joel Niklaus AILaw ELM 24 0 0 17 Oct 2024
Data Processing for the OpenGPT-X Model Family Nicolo' Brandizzi Hammam Abdelwahab Anirban Bhowmick Lennard Helmer Benny Jörg Stein ... Georg Rehm Dennis Wegener Nicolas Flores-Herr Joachim Kohler Johannes Leveling VLM 67 2 0 11 Oct 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders Mihai Masala Traian Rebedea Horia Velicu AILaw 29 2 0 29 Feb 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 26 2 0 26 Feb 2024
Automatic Anonymization of Swiss Federal Supreme Court Rulings Joel Niklaus Robin Mamié Matthias Sturmer Daniel Brunner Marcel Gygli 21 0 0 07 Oct 2023
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents Ramona Christen Anastassia Shaitarova Matthias Sturmer Joel Niklaus AILaw ELM 20 3 0 15 Sep 2023
MultiLegalPile: A 689GB Multilingual Legal Corpus Joel Niklaus Veton Matoshi Matthias Sturmer Ilias Chalkidis Daniel E. Ho AILaw ELM 14 20 0 03 Jun 2023
MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset Tobias Brugger Matthias Sturmer Joel Niklaus AILaw 23 5 0 02 May 2023
Unsupervised Layer-wise Score Aggregation for Textual OOD Detection Maxime Darrin Guillaume Staerman Eduardo Dadalto Camara Gomes Jackie CK Cheung Pablo Piantanida Pierre Colombo OODD 25 11 0 20 Feb 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 14 54 0 30 Jan 2023
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer Dimitris Mamakas Petros Tsotsi Ion Androutsopoulos Ilias Chalkidis VLM AILaw 19 27 0 02 Nov 2022
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 26 19 0 01 Nov 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 120 244 0 03 Oct 2021
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 98 279 0 05 Jun 2019