Head-wise Modality Specialization within MLLMs for Robust Fake News Detection under Missing Modality

Kai Qian, Weijie Shi, Jiaqi Wang +7

Multimodal fake news detection (MFND) aims to verify news credibility by jointly exploiting textual and visual evidence. However, real-world news dissemination frequently suffers f…