CSTI, a federated-learning-style scheme that aggregates per-stock models and then fine-tunes on each stock, improves stock prediction in many but not all tested settings.
Fnspid: A comprehensive financial news dataset in time series,
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From Local Patterns to Global Understanding: Cross-Stock Trend Integration for Enhanced Predictive Modeling
CSTI, a federated-learning-style scheme that aggregates per-stock models and then fine-tunes on each stock, improves stock prediction in many but not all tested settings.