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HIVE: Hidden-Evidence Verification for Hallucination Detection in Diffusion Large Language Models

HIVE, which compresses trajectory hidden states, selects informative step-layer evidence, and conditions a verifier through continuous prefix embeddings to produce a hallucination score and structured diagnostics, outperforms eight established baselines and a verifier-backbone-matched text-only control in all six setti...

Guoshenghui Zhao, Wei-Jie Zhao, Tan Yu · 1 citation

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