“Optimizing a Contextual Chatbot for the POLYCC: A Competition-Based LLM Fine-Tuning Experience”. (2026) 2026. Journal of STEM and Education 6 (1): 49-52. https://journalstem.net/ojs/index.php/pkb/article/view/134.