The emergence of Transformer-based Language Models powerful (TLMs) has revolutionized various facets of artificial intelligence. Within the realm of education, TLMs are poised to transform next-generation learning experiences by providing innovative tools for personalized guidance, interactive content creation, and intelligent assessments. These m