AIBullisharXiv – CS AI · 7h ago7/10
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From Out-of-Distribution Detection to Hallucination Detection: A Geometric View
Researchers propose treating hallucination detection in large language models as an out-of-distribution (OOD) detection problem, leveraging computer vision techniques to create training-free detectors. This geometric approach shows strong performance on reasoning tasks where existing methods struggle, offering a scalable pathway to improve LLM safety and reliability.