Fu-Sheng Luo

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models

The findings show that QLoRA is effective for financial sentiment adaptation, while also documenting a clear gap between classification accuracy and tradable cross-sectional signals.