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Tanuja S. Pawar

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#machine learning Preprint Sep 2026

Attention Dispersion as a Diagnostic Signal for Hallucination in Large Language Models

Large Language Models (LLMs) frequently exhibit hallucinations, presenting a major barrier to reliability in complex reasoning tasks. While traditional detection methods rely on output-based confidence metrics, these logits are often miscalibrated by modern alignment techniques. In this paper, we investigate the tempor...

S. More, Tanuja S. Pawar · 0 citations