Knowledge-aware multimodal pre-training for fake news detection

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Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Xi Zhang, Philip S. Yu, Chaozhuo Li

Published: 01 Jan 2025, Last Modified: 15 May 2025Inf. Fusion 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We explore knowledge-aware multimodal pre-training for fake news detection.•We propose KAMP, a model for beneficial signals from multiple modalities.•Our model consistently outperforms SOTA fake news detection baselines in tests.