Mitigating Multimodal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition

Yifan Wang, Peiwu Wang, Yunxian Chi +2

Multimodal Intent Recognition (MIR) aims to understand complex user intentions by leveraging text, video, and audio signals. However, existing approaches face two key challenges: (…