Misinformation Detection: A Review for High and Low-Resource Languages

S Rananga, B Isong, A Modupe… - Journal of Information …, 2024 - journal-isi.org
The rapid spread of misinformation on platforms like Twitter, and Facebook, and in news
headlines highlights the urgent need for effective ways to detect it. Currently, researchers …

Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection

N Liu, F Zhang, Q Gao, X Chen - International Journal of …, 2024 - Wiley Online Library
Exploring and modeling the spreading process of rumors have shown great potential in
improving rumor detection performance. However, existing propagation‐based rumor …

Breaking Event Rumor Detection via Stance-Separated Multi-Agent Debate

M Zhang, H Gong, Q Liu, S Wu, L Wang - arxiv preprint arxiv:2412.04859, 2024 - arxiv.org
The rapid spread of rumors on social media platforms during breaking events severely
hinders the dissemination of the truth. Previous studies reveal that the lack of annotated …