... there are modality conflicts. Design/methodology/approach The authors propose a Continuously self-Adaptive Multimodal Sentiment Analysis method ( CAMSA ). CAMSA decouples modality features into shared and private features and introduces a Variational Information Bottleneck method to perform probabilistic...