"misinformation detection" Papers

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CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG

Boyi Deng, Wenjie Wang, Fengbin Zhu et al.

AAAI 2025paperarXiv:2406.11497
19
citations

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

Herun Wan, Jiaying Wu, Minnan Luo et al.

NEURIPS 2025arXiv:2506.02350
6
citations

A Persuasive Approach to Combating Misinformation

Safwan Hossain, Andjela Mladenovic, Yiling Chen et al.

ICML 2024arXiv:2310.12065
1
citations