Breaking Bureaucracy: Evaluating open-source LLMs for legal document review
cs.CL
Submitted: 2026-10-05
Updated: 2026-10-05
Code: https://github.com/fbaratov/contractnli-llms
Project page: https://stanfordnlp.github.io/contract-nli/3https://github.com/ml4ai/nli4wills-corpus/tree/main/data
Sources
- Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning
- Ministral 3
- Qwen3.5-Omni Technical Report
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