Multimodal Fake News Detection with Contrastive Learning and Optimal Transport

IntroductionThe proliferation of social media platforms has facilitated the spread of fake news, posing significant risks to public perception and societal stability. Existing methods for multimodal fake news detection have made important progress in combining textual and visual information but stil...

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Principais autores:	Xiaorong Shen, Maowei Huang, Zheng Hu, Shimin Cai, Tao Zhou
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Frontiers Media S.A. 2024-11-01
סדרה:	Frontiers in Computer Science
נושאים:	fake news detection multimodal data cross-modal attention contrastive learning optimal transport
גישה מקוונת:	https://www.frontiersin.org/articles/10.3389/fcomp.2024.1473457/full
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