Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions

James D. Finch, Yasasvi Josyula, Jinho D. Choi

In task-oriented dialogue (TOD) systems, Slot Schema Induction (SSI) is essential for automatically identifying key information slots from dialogue data without manual intervention…