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joelniklaus 

authored 2 papers 10 months ago

FLawN-T5: An Empirical Examination of Effective Instruction-Tuning Data Mixtures for Legal Reasoning

Paper • 2404.02127 • Published Apr 2, 2024

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Paper • 2308.11462 • Published Aug 20, 2023 • 3

joelniklaus 

authored a paper 12 months ago

LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text

Paper • 2402.04335 • Published Feb 6, 2024

joelniklaus 

authored 9 papers over 1 year ago

Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents

Paper • 2309.08695 • Published Sep 15, 2023 • 1

MultiLegalPile: A 689GB Multilingual Legal Corpus

Paper • 2306.02069 • Published Jun 3, 2023 • 1

SCALE: Scaling up the Complexity for Advanced Language Model Evaluation

Paper • 2306.09237 • Published Jun 15, 2023

BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch?

Paper • 2211.17135 • Published Nov 30, 2022

MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset

Paper • 2305.01211 • Published May 2, 2023

LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain

Paper • 2301.13126 • Published Jan 30, 2023 • 1

Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark

Paper • 2110.00806 • Published Oct 2, 2021 • 1

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

Paper • 2209.12325 • Published Sep 25, 2022

ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US

Paper • 2211.00582 • Published Nov 1, 2022