Enhancing Trading Performance Through Sentiment Analysis with Large Language Models: Evidence from the S&P 500

Haojie Liu, Zihan Lin, Randall R. Rojas

This study integrates real-time sentiment analysis from financial news, GPT-2 and FinBERT, with technical indicators and time-series models like ARIMA and ETS to optimize S&P 500 t…