Shude Wang

Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency

The rapid advancement of large language models (LLMs) has led to the widespread adoption of video-language models (VLMs) across various domains. However, VLMs are often hindered by their limited semantic discrimination capability, exacerbated by the limited diversity and biased sample distribution o