LVLMs augmented with forgery-specific knowledge improve cross-domain performance in multimodal fake news detection.
FakeNewsGPT4 proposes a novel framework that leverages world knowledge from LVLMs and forgery-specific knowledge to enhance multimodal fake news detection.