An automated LLM-based evaluator finds that eight LLMs rarely hallucinate factors in legal argument generation but often omit relevant factors and usually fail to abstain when no common ground exists.
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Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments
An automated LLM-based evaluator finds that eight LLMs rarely hallucinate factors in legal argument generation but often omit relevant factors and usually fail to abstain when no common ground exists.