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News/SHAM-Bench: A Span-level Hallucination Benchmark Across Multiple Tasks
arxiv
PublishedOctober 21, 2026 at 4:00 AM

SHAM-Bench: A Span-level Hallucination Benchmark Across Multiple Tasks

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arXiv:2610.27370v1 Announce Type: new Abstract: Span-level hallucination detection pinpoints unsupported content in LLM outputs, enabling actionable feedback and targeted mitigation. Existing evaluations for span-level hallucination detection methods are fragmented across tasks, annotation formats,

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