Official VENUS dataset from "Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Video-Grounded Dialogues", (ACL 2025 Main)
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Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them