Ajay Athitya Ramanathan. “Closed-Loop Hallucination Mitigation in Generative Language Systems Through Adaptive Retrieval, Multi-Source Verification, and Judge-Guided Feedback”. International Journal of Computational and Experimental Science and Engineering, vol. 12, no. 1, Feb. 2026, doi:10.22399/ijcesen.4907.