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

arXiv cs.CL ↗ · 2026-09-17 Cached

This paper introduces an unsupervised metric based on attention dispersion to detect hallucinations in large language models, showing significant AUC improvements on mathematical reasoning benchmarks using the Qwen2.5 model family.

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