Educational Chatbots

Educational chatbots leverage large language models (LLMs) to create interactive learning experiences, aiming to personalize instruction and improve student engagement. Current research focuses on enhancing chatbot capabilities through techniques like retrieval-augmented generation, fine-tuning on synthetic datasets derived from textbooks or curated knowledge bases, and incorporating mechanisms for handling complex calculations and correcting speech recognition errors. These advancements hold significant promise for improving the effectiveness and accessibility of education, particularly in language learning and subjects requiring problem-solving.