Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach

Predicting stock return volatility is the key to investment and risk management. Traditional volatility-forecasting methods primarily rely on stochastic models. More recently, many machine-learning...