2 papers
cs.LG2025
Multi-Modality Collaborative Learning for Sentiment Analysis
Shanmin Wang, Chengguang Liu, Qingshan Liu
Multimodal sentiment analysis (MSA) identifies individuals' sentiment states in videos by integrating visual, audio, and text modalities. Despite progress in existing methods, the…
cs.CL2024
Cooperative Sentiment Agents for Multimodal Sentiment Analysis
Shanmin Wang, Hui Shuai, Qingshan Liu +1
In this paper, we propose a new Multimodal Representation Learning (MRL) method for Multimodal Sentiment Analysis (MSA), which facilitates the adaptive interaction between modaliti…