Multi-level correlation mining framework with self-supervised label generation for multimodal sentiment analysis

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Zuhe Li, Qingbing Guo, Yushan Pan, Weiping Ding, Jun Yu, Yazhou Zhang, Weihua Liu, Haoran Chen, Hao Wang, Ying Xie

Published: 2023, Last Modified: 23 Jan 2026Inf. Fusion 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A multimodal sentiment analysis model with correlation mining & multi-task learning.•A multi-level correlation mining framework to discover the correlation information.•A self-supervised label generation module to generate unimodal labels.