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When Citations Mislead? A Claim-Level Benchmark for Legal Hallucination Detection

Large language models are increasingly used in legal research and drafting, but they can still produce claims that sound convincing without being supported by the cited source. We introduce PARCEL, a benchmark for checking whether a legal claim is supported by the underlying authority.

By M. Mikail Demir, M. Abdullah CanbazarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 9, 2026.

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