3 papers
cs.CV2025
FMNV: A Dataset of Media-Published News Videos for Fake News Detection
Yihao Wang, Zhong Qian, Peifeng Li
News media, particularly video-based platforms, have become deeply embed-ded in daily life, concurrently amplifying the risks of misinformation dissem-ination. Consequently, multim…
cs.CV2025
Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation
Lizhi Chen, Zhong Qian, Peifeng Li +1
Multimodal fake news videos are difficult to interpret because they require comprehensive consideration of the correlation and consistency between multiple modes. Existing methods…
cs.CV2024
Official-NV: An LLM-Generated News Video Dataset for Multimodal Fake News Detection
Yihao Wang, Lizhi Chen, Zhong Qian +1
News media, especially video news media, have penetrated into every aspect of daily life, which also brings the risk of fake news. Therefore, multimodal fake news detection has rec…