Preprint
Sep 2026
Detecting and Explaining Fake News Short Videos with Multimodal Content and Real-World Evidence
NVKE-CEI is a unified system that integrates a news video keyframes extraction method (NVKE) and an FNVDE framework leveraging both content and evidence information (CEI), which outperforms state-of-the-art baselines while generating high-quality content-grounded explanations.
Yi-Feng Luo, Yu-Peng Li, Ming Tang et al.
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