| When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning | Jun 4, 2025 | ClusteringFairness | —Unverified | 0 |
| Parameter Efficient Fine Tuning Llama 3.1 for Answering Arabic Legal Questions: A Case Study on Jordanian Laws | Jun 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LLM-based HSE Compliance Assessment: Benchmark, Performance, and Advancements | May 29, 2025 | Legal Reasoning | CodeCode Available | 0 |
| LEXam: Benchmarking Legal Reasoning on 340 Law Exams | May 19, 2025 | BenchmarkingLegal Reasoning | —Unverified | 0 |
| Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use | May 4, 2025 | Knowledge GraphsLegal Reasoning | CodeCode Available | 0 |
| SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning | Apr 26, 2025 | Data AugmentationLegal Reasoning | —Unverified | 0 |
| Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models | Apr 23, 2025 | Legal Reasoning | —Unverified | 0 |
| Continual Pre-Training is (not) What You Need in Domain Adaption | Apr 18, 2025 | Decision MakingDomain Adaptation | —Unverified | 0 |
| KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding | Apr 17, 2025 | DiagnosticLegal Reasoning | —Unverified | 0 |
| An Explicit Syllogistic Legal Reasoning Framework for Large Language Models | Apr 5, 2025 | Legal Reasoning | —Unverified | 0 |