Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection

Liwen Peng, Songlei Jian, Zhigang Kan, Linbo Qiao, Dong Sheng Li

Abstract: Highlights•Reveal the inconsistency between semantic and decision space in fake news detection.•Contextual semantic representation learning to detect fake news within news clusters.•An inductive method allowing for handling unseen and new data.•Introduce context information can address the inconsistency.