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Yue Zhang

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#artificial intelligence Preprint Oct 2026

The Evidence Anchoring Boundary: Where Visual Interventions Matter and When They Help in Multimodal LLMs

Visual interventions provide a training-free way to reduce hallucinations in multimodal large language models. However, an intervention may have little leverage at some layers and may damage a correct answer even when it changes the output. We investigate where visual interventions retain leverage and when they improve...

Qi-Ji Zhou, Jun-Yi Hu, Pei-Yu Wang et al. · 0 citations

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