Context-Aware Language Models for Forecasting Market Impact from Sequences of Financial News

Ross Koval, Nicholas Andrews, Xifeng Yan

Financial news plays a critical role in the information diffusion process in financial markets and is a known driver of stock prices. However, the information in each news article…