VADER: Adaptive Debiasing for Hallucination Mitigation in Video Large Language Models

Dong Xing, Jiaxin Chen, Hang Yang +3

Large vision-language models (LVLMs) have demonstrated strong performance in open-ended video understanding, yet they remain prone to fluent responses unsupported by video evidence…