Open access
Aug 2026
Image–Text Multimodal Sentiment Analysis with Large Model-Generated Descriptive Semantics and Difference-Aware Gated Fusion
Experimental results on the MVSA-Single and MVSA-Multiple datasets show that the proposed method improves performance in image–text multimodal sentiment classification, thereby validating the effectiveness of combining semantic enhancement with difference-aware modeling.
Hengyuan Zhang, Aizihaierjiang Yusufu, Jiang Liu et al.
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