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TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection

arXiv — cs.CV•Friday, October 31, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
The development of TRUST-VL, an explainable news assistant, marks a significant advancement in the fight against multimodal misinformation, which includes various forms of distortions like text and visuals. This tool is crucial as misinformation, especially amplified by generative AI, poses a growing threat to society. By recognizing that different types of misinformation share common reasoning capabilities, TRUST-VL aims to improve detection methods, making it easier to tackle unseen scenarios. This innovation not only enhances our understanding of misinformation but also equips us with better tools to combat its spread.
— Curated by the World Pulse Now AI Editorial System
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