Open Domain Dialogue System

Open-domain dialogue systems aim to create conversational AI agents capable of engaging in natural, coherent, and contextually relevant conversations on any topic. Current research heavily focuses on improving response quality through techniques like incorporating commonsense knowledge, leveraging large language models (LLMs) for various tasks (e.g., response generation, evaluation, data augmentation), and developing more robust and multilingual evaluation metrics. These advancements are significant for both advancing the scientific understanding of human-computer interaction and creating more engaging and useful conversational AI applications.