LLM Based Chatbots

Large language model (LLM)-based chatbots are transforming human-computer interaction, aiming to create more engaging and informative conversational agents across diverse applications. Current research focuses on improving LLM chatbot performance through techniques like retrieval-augmented generation, mitigating issues such as hallucination and bias, and enhancing usability and engagement, particularly in educational and healthcare settings. These advancements are significant because they address critical challenges in deploying LLMs responsibly and effectively, impacting fields ranging from education and healthcare to customer service and software development.