ESG2Risk: A Deep Learning Framework from ESG News to Stock Volatility Prediction. - Tian Guo; Nicolas Jamet; Valentin Betrix; Louis-Alexandre Piquet; Emmanuel Hauptmann (CoRR, 2020)

Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow. - Tian Guo; Emmanuel Hauptmann (EMNLP (Industry Track), 2024)