“Fine-Tuning Large Language Models For Numerical Stock Price Forecasting: A Parameter-Efficient Approach”. Annual Methodological Archive Research Review, vol. 4, no. 3, Mar. 2026, pp. 384-58, https://doi.org/10.66021/.