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Niklaus, Joël; Stürmer, Matthias; Chalkidis, Ilias (23 November 2022). An empirical study on cross-x transfer for legal judgment prediction In: Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (pp. 32-46). Stroudsburg PA, USA: Association for Computational Linguistics
Niklaus, Joël; Chalkidis, Ilias; Stürmer, Matthias (2 October 2021). Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark In: Aletras, Nikolaos; Androutsopoulos, Ion; Barrett, Leslie; Goanta, Catalina; Preotiuc-Pietro, Daniel (eds.) Proceedings of the Natural Legal Language Processing Workshop 2021. Stroudsburg PA, USA: Association for Computational Linguistics
Rasiah, Vishvaksenan; Stern, Ronja; Matoshi, Veton; Stürmer, Matthias; Chalkidis, Ilias; Ho, Daniel E; Niklaus, Joël (15 June 2023). SCALE: Scaling up the Complexity for Advanced Language Model Evaluation Cornell University 10.48550/arXiv.2306.09237
Niklaus, Joël; Matoshi, Veton; Stürmer, Matthias; Chalkidis, Ilias; Ho, Daniel E (3 June 2023). MultiLegalPile: A 689GB Multilingual Legal Corpus Cornell University 10.48550/arXiv.2306.02069
Niklaus, Joël; Matoshi, Veton; Rani, Pooja; Galassi, Andrea; Stürmer, Matthias; Chalkidis, Ilias (2023). Lextreme: A multi-lingual and multi-task benchmark for the legal domain Ithaca, NY: Cornell University 10.48550/arXiv.2301.13126