Less is More: Token-Efficient Video-QA via Adaptive Frame-Pruning and Semantic Graph Integration

Shaoguang Wang, Weiyu Guo, Ziyang Chen +3

The practical application of Multimodal Large Language Models (MLLMs) to Video Question Answering (Video-QA) is severely hindered by the high token cost of processing numerous vide…