CogSent: Cognition-Driven Multimodal Sentiment Analysis Through Fast–Slow Thinking
This work proposes an image-text multimodal sentiment analysis framework (CogSent) grounded in the psychological Dual-System Theory and introduces an Intuition-Guided Cognition Refinement module that uses System-I-inspired intuitive representations as affective priors to retrieve and refine System-II-inspired contextua...