作者位次 #2/9ACL 2026Findings· Findings of ACL
Dialectical Structured Reasoning for Explainable Multimodal Fake News Detection
Ruichao Yang · Yufan Bian · Wei Gao · Bo-Wen Zhang · Jing Ma · Hongzhan Lin · Ziyang Luo · Xiaobin Zhu · Xu-Cheng Yin
摘要
Current multimodal fake news detectors predominantly function as opaque classifiers, offering limited deductive transparency and little insight into how conflicting evidence is reconciled. To address this limitation, we propose Dialectical Structured Reasoning (DSR), a framework modeling fake new...