Ryota Ozaki

Multimodal Fusion of Financial Text and Time Series Based on Contrastive Learning for Price Prediction

Financial texts such as company-specific news and earnings reports contain useful signals about the future stock price movements of individual stocks, and their use in stock price prediction has gained growing attention. A common approach is to encode both financial text and historical price time series into embeddings...