4 papers
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…
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…
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…
Interpretable Rumor Detection in Microblogs by Attending to User Interactions
Ling Min Serena Khoo, Hai Leong Chieu, Zhong Qian +1
We address rumor detection by learning to differentiate between the community's response to real and fake claims in microblogs. Existing state-of-the-art models are based on tree m…