no code implementations • 13 Apr 2024 • Zhuyang Xie, Yan Yang, Jie Wang, Xiaorong Liu, Xiaofan Li
To address the aforementioned problems, we propose a trustworthy multimodal sentiment ordinal network (TMSON) to improve performance in sentiment analysis.
no code implementations • 23 Sep 2023 • Xiaofan Li, Bo Peng, Jie Hu, Changyou Ma, DaiPeng Yang, Zhuyang Xie
Rather than risk potential pseudo-labeling errors or learning confusion by forcefully classifying these regions, we consider them as uncertainty regions, exempting them from pseudo-labeling and allowing the network to self-learn.
no code implementations • 31 May 2019 • Zhuyang Xie, Junzhou Chen, Bo Peng
In addition, we introduce an additional global graph structure network to compensate for the relative information of the individual points in the graph structure network.