Label-Aware Entropic Distributional Contrastive Alignment for Multimodal Sentiment Analysis
Multimodal sentiment analysis integrates text, audio, and visual signals to infer affective states. However, sentiment information shared across modalities is often entangled with modality-specific variation, and existing representation learning methods do not fully exploit the relations encoded by continuous sentiment...