From Out-of-Distribution Detection to Hallucination Detection: A Geometric View

arXiv:2602.07253v4 Announce Type: replace Abstract: Detecting hallucinations in large language models is a critical open problem with significant implications for safety and reliability. While existing hallucination detection methods achieve strong performance in question-answering tasks, they remain less effective on tasks requiring reasoning....

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