XForecast: The KDD 2026 Finance Day Challenge on News-Grounded Financial Forecasting
XForecast creates a benchmark and competition for predicting stock price movements four weeks ahead by integrating historical stock data with curated financial news signals. It addresses the lack of standardized datasets by using FinTexTS to align financial time series with context-aware text, pushing multimodal forecasting methods.