Text-guided multi-level interaction and multi-scale spatial-memory fusion for multimodal sentiment analysis

Xiaojiang He, Yanjie Fang, Nan Xiang, Zuhe Li, Qiufeng Wang, Chenguang Yang, Hao Wang, Yushan Pan

Abstract: Highlights•Multimodal sentiment analysis using multi-level integration and memory fusion.•S-GIE extracts multi-level, multi-scale spatial and global features to enhance memory.•2Steps-AT reduces text dependence by integrating single and dual modalities.