Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities

Rongfei Chen, Tingting Zhang, Xiaoyu Shen +1

The missing modality problem poses a fundamental challenge in multimodal sentiment analysis, significantly degrading model accuracy and generalization in real world scenarios. Exis…