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Can LLMs Reason in a Legally Meaningful Manner? A Small-scale Study on European Court of Human Rights Cases

arXiv cs.CL ↗ · 2026-08-19 Cached

This small-scale study evaluates LLM reasoning in legal case forecasting using European Court of Human Rights cases, finding that models produce structurally complete but substantively shallow analyses and that LLM-based evaluators align weakly with human annotators.

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