Hong-、-Ji-Jian He

Using large models and time series forecasting for market reaction analysis

Forecasting financial market movements requires integrating numerical time-series data with semantic information from financial narratives that shape investor behavior. While deep learning has advanced time-series prediction, existing methods often exploit trivial price autocorrelation rather than capturing genuine pre...