Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs

Vahidin Hasic, Chao Wang, Luis C. Garcia-Peraza-Herrera +2

Multimodal large language models (MLLMs) increasingly support high-stakes decision making by combining complementary information from images and text. While existing explainability…