IDO: Incongruity-aware Distribution Optimization for Multimodal Fake News Detection 事件

IDO: Incongruity-aware Distribution Optimization for Multimodal Fake News Detection arXiv:2606.03418v1 Announce Type: new Abstract: 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. To addr