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cs.LG2025
Multi-Modal Opinion Integration for Financial Sentiment Analysis using Cross-Modal Attention
Yujing Liu, Chen Yang
In recent years, financial sentiment analysis of public opinion has become increasingly important for market forecasting and risk assessment. However, existing methods often strugg…
cs.LG2025
Global Convergence of Continual Learning on Non-IID Data
Fei Zhu, Yujing Liu, Wenzhuo Liu +1
Continual learning, which aims to learn multiple tasks sequentially, has gained extensive attention. However, most existing work focuses on empirical studies, and the theoretical a…