User modeling (UM) aims to discover patterns or learn representations from user data about
the characteristics of a specific user, such as profile, preference, and personality. The user …

Task-Oriented Dialogue (TOD) systems assist users in completing tasks through natural
language interactions, often relying on a single-layered workflow structure for slot-filling in …