Transformer-Based Quantitative Trading Strategy Outperforms Traditional Factors in Chinese Stock Market

This paper introduces an enhanced transformer architecture that can effectively process numerical stock data and accurately forecast future stock returns. The proposed model outperforms over 100 traditional factor-based quantitative strategies in the Chinese stock market.