1Mrs.S.Vasavi,2D Ashritha,3Begari Shireesha,4B.Suvartha. “AI-DRIVEN AUTOMATED ACADEMIC EVOLUTION USING NLP”. American Journal of AI Cyber Computing Management, vol. 6, no. 2(1), May 2026, pp. 111-5, https://doi.org/10.64751/.