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University of Sheffield
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Decoupling semantic intent from geometric constraints leads to a 47% reduction in physical hallucinations during human-scene interactions.
CuRe transforms video captioning reward design by shifting from holistic evaluations to precise claim-level verification, significantly boosting factual accuracy and diversity in generated captions.