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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Bibliographic Details

Published in:	Frontiers in Computer Science
Main Authors:	Xiaorong Shen, Maowei Huang, Zheng Hu, Shimin Cai, Tao Zhou
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-11-01
Subjects:	fake news detection multimodal data cross-modal attention contrastive learning optimal transport
Online Access:	https://www.frontiersin.org/articles/10.3389/fcomp.2024.1473457/full