Controlling Decision Drift in Multimodal Sentiment Analysis with Missing Modalities

Chenglizhao Chen, Yuchen Cao, Xinyu Liu +3

Multimodal sentiment analysis relies on textual, acoustic, and visual signals, yet real-world data often suffer from modality missing and quality imbalance. Existing methods genera…