AI Chatbots

AI chatbots, powered primarily by large language models (LLMs) like GPT and LLaMA, aim to create conversational agents capable of engaging in natural and informative dialogue. Current research focuses on improving chatbot performance in specific domains, such as healthcare (for patient support and clinical decision-making) and industrial settings (for information retrieval from technical documents), while also addressing challenges like bias, safety, and reliability. These advancements hold significant potential for various applications, including enhancing access to healthcare, optimizing industrial processes, and transforming education, but require careful consideration of ethical implications and rigorous validation to ensure responsible deployment.

Papers