Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation

Zhe Huang, Hao Wen, Aiming Hao +6

Multimodal Large Language Models (MLLMs) have made remarkable progress in video understanding. However, they suffer from a critical vulnerability: an over-reliance on language prio…