“Hierarchical Prompt Placement Strategies for Efficient Parameter-Efficient Fine-Tuning in Transformer Architectures”. International Journal of Artificial Intelligence Engineering and Systems, vol. 1, no. 1, July 2026, https://ijaies.org/index.php/home/article/view/60.