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Joel Niklaus
Joel Niklaus
Stanford University, University of Bern, Bern University of Applied Sciences
Verified email at stanford.edu - Homepage
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Year
Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models
N Guha, J Nyarko, D Ho, C Ré, A Chilton, A Chohlas-Wood, A Peters, ...
Advances in Neural Information Processing Systems 36, 2024
59*2024
Swiss-judgment-prediction: A multilingual legal judgment prediction benchmark
J Niklaus, I Chalkidis, M Stürmer
arXiv preprint arXiv:2110.00806, 2021
57*2021
LEXTREME: A multi-lingual and multi-task benchmark for the legal domain
J Niklaus, V Matoshi, P Rani, A Galassi, M Stürmer, I Chalkidis
arXiv preprint arXiv:2301.13126, 2023
262023
Multilegalpile: A 689gb multilingual legal corpus
J Niklaus, V Matoshi, M Stürmer, I Chalkidis, DE Ho
arXiv preprint arXiv:2306.02069, 2023
222023
Survey of artificial intelligence for card games and its application to the Swiss game Jass
J Niklaus, M Alberti, V Pondenkandath, R Ingold, M Liwicki
2019 6th Swiss Conference on Data Science (SDS), 25-30, 2019
182019
ClassActionPrediction: A challenging benchmark for legal judgment prediction of class action cases in the US
G Semo, D Bernsohn, B Hagag, G Hayat, J Niklaus
arXiv preprint arXiv:2211.00582, 2022
142022
An empirical study on cross-x transfer for legal judgment prediction
J Niklaus, M Stürmer, I Chalkidis
arXiv preprint arXiv:2209.12325, 2022
142022
Can we Pretrain a SotA Legal Language Model on a Budget From Scratch?
J Niklaus, D Giofré
Association for Computational Linguistics, 2023
13*2023
Application of eye tracking in puzzle games for adjunct cognitive markers: pilot observational study in older adults
C Krebs, M Falkner, J Niklaus, L Persello, S Klöppel, T Nef, P Urwyler
JMIR serious games 9 (1), e24151, 2021
132021
Scale: Scaling up the complexity for advanced language model evaluation
V Rasiah, R Stern, V Matoshi, M Stürmer, I Chalkidis, DE Ho, J Niklaus
arXiv preprint arXiv:2306.09237, 2023
82023
MultiLegalSBD: a multilingual legal sentence boundary detection dataset
T Brugger, M Stürmer, J Niklaus
Proceedings of the Nineteenth International Conference on Artificial …, 2023
62023
Machine learning-based real-time indoor landmark localization
Z Zhao, J Carrera, J Niklaus, T Braun
Wired/Wireless Internet Communications: 16th IFIP WG 6.2 International …, 2018
52018
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text
D Bernsohn, G Semo, Y Vazana, G Hayat, B Hagag, J Niklaus, R Saha, ...
arXiv preprint arXiv:2402.04335, 2024
32024
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents
R Christen, A Shaitarova, M Stürmer, J Niklaus
arXiv preprint arXiv:2309.08695, 2023
32023
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset
N Baumgartner, M Stürmer, M Grabmair, J Niklaus
arXiv preprint arXiv:2402.17013, 2024
22024
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models
A Nyffenegger, M Stürmer, J Niklaus
arXiv preprint arXiv:2308.11103, 2023
22023
Challenging human supremacy: Evaluating monte carlo tree search and deep learning for the trick taking card game jass
J Niklaus, M Alberti, R Ingold, M Stolze, T Koller
International Conference on Artificial Intelligence and Soft Computing, 505-517, 2020
22020
One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support
V Rasiah, R Stern, V Matoshi, M Stürmer, I Chalkidis, DE Ho, J Niklaus
12024
Machine Learning for Indoor Positioning
J Niklaus
University of Bern, 2017
12017
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models in Court Decisions
A Nyffenegger, M Stürmer, J Niklaus
Findings of the Association for Computational Linguistics: NAACL 2024, 2433-2462, 2024
2024
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