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arxiv_llm_reliability · Oct 7, 2026 · paper

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PHRBench: A Behavioral Evaluation of Post-Hallucination Reasoning in LLMs

arxiv.orgOct 7, 2026
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Hallucinated information can propagate through multi-stage LLM systems and become part of the context for subsequent reasoning. Existing studies of post-hallucination reasoning (PHR) mainly characterize changes in fin...

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PHRBench: A Behavioral Evaluation of Post-Hallucination Reasoning in LLMs

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