Multi-channel Attentive Graph Convolutional Network With Sentiment Fusion For Multimodal Sentiment Analysis. (arXiv:2201.10274v1 [cs.CL])

Nowadays, with the explosive growth of multimodal reviews on social media
platforms, multimodal sentiment analysis has recently gained popularity because
of its high relevance to these social media posts. Although most previous
studies design various fusion frameworks for learning an interactive
representation of multiple modalities, they fail to incorporate sentimental
knowledge into inter-modality learning. This paper proposes a Multi-channel
Attentive Graph Convolutional Network (MAGCN), consisting of two main
components: cross-modality interactive learning and sentimental feature fusion.
For cross-modality interactive learning, …

analysis arxiv graph multimodal network sentiment analysis