2026
Controlling Decision Drift in Multimodal Sentiment Analysis with Missing Modalities
IJCAI 2026
Multimodal sentiment analysis relies on textual, acoustic, and visual signals, yet real-world data often suffer from modality missing and quality imbalance. Existing methods generate features for modality missing from available ones, but differences in expression mechanisms and sentiment dynamics ac