Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications

Yue Guo, Chenxi Hu, Yi Yang

Temporal data distribution shift is prevalent in the financial text. How can a financial sentiment analysis system be trained in a volatile market environment that can accurately i…