S. BOUGHANOU and A. EL MARHOUM, “Multilingual Textual Signals and Realized Volatility Forecasting: A Hybrid Transformer-HAR-X Approach Applied to the S&P 500 and the MASI”, IJAFAME, vol. 7, no. 10, pp. 109–132, Aug. 2026.