一作ACL 2026Findings· Findings of ACL
Do Not Guess, Verify: Logic-Guided Adaptive Reasoning for Multimodal Misinformation Detection
Kun Huang · Rui Qiu · Xiaoming Li · Salah Uddin
摘要
Recent advances in Large Vision–language Models (VLMs) suggest their potential for multimodal misinformation detection. However, existing multimodal misinformation detectors often fail to effectively integrate them, relying instead on passive aggregation of multimodal features and social signals....