Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges
This article explores the evolution of multi-turn conversational AI, which integrates text and multimodal interactions. It reviews current challenges, including memory retention and coherent dialogue across sessions, while outlining a research agenda for improving these systems' adaptability and cross-cultural communication.