AI RESEARCH
IDO: Incongruity-aware Distribution Optimization for Multimodal Fake News Detection
arXiv CS.CV
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ArXi:2606.03418v1 Announce Type: new Multimodal fake news detection aims to identify the authenticity of news. Existing multimodal fake news detection methods mainly focus on cross-modal consistency, but often fail to explicitly model the semantic incongruity that characterizes deceptive multimodal content. However, misinformation often contains semantic information incongruity with the facts.