Yaning Tian

Understanding Temporal Logic Consistency in Video-Language Models through Cross-Modal Attention Discriminability

Large language models (LLMs) often generate self-contradictory outputs, which severely impacts their reliability and hinders their adoption in practical applications. In video-language models (Video-LLMs), this phenomenon recently draws the attention of researchers. Specifically, these models fail t