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Chengdu Institute of Computer Applications, Chinese Academy of Sciences, University of the Chinese Academy of Sciences
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Video-LLMs hallucinate because they fixate on a single "anchor frame," but a simple decoder-side attention fix can dramatically improve grounding without retraining.