Causal Probing for Internal Visual Representations in Multimodal Large Language Models

Zehao Deng, Tianjie Ju, Zheng Wu +5

Despite the remarkable success of Multimodal Large Language Models (MLLMs) across diverse tasks, the internal mechanisms governing how they encode and ground distinct visual concep…