Multimodal sentiment analysis research focuses on understanding how an individual modality conveys sentiment information (intra-modal dynamics), and how they interact with each other (intermodal dynamics). It is a challenging research area and state-of-the-art performance of automatic sentiment prediction has room for improvement compared to human performance<cite> (Zadeh et al., 2018a)</cite> .