most citedE2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection

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cs.CL2025

HiEAG: Evidence-Augmented Generation for Out-of-Context Misinformation Detection

Junjie Wu, Yumeng Fu, Nan Yu +1

Recent advancements in multimodal out-of-context (OOC) misinformation detection have made remarkable progress in checking the consistencies between different modalities for support…

cs.CL2025

Insight-A: Attribution-aware for Multimodal Misinformation Detection

Junjie Wu, Yumeng Fu, Chen Gong +1

AI-generated content (AIGC) technology has emerged as a prevalent alternative to create multimodal misinformation on social media platforms, posing unprecedented threats to societa…

cs.CL2025

Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach

Xingyu Li, Chen Gong, Guohong Fu

Multimodal coreference resolution (MCR) aims to identify mentions referring to the same entity across different modalities, such as text and visuals, and is essential for understan…