ATOD: An Evaluation Framework and Benchmark for Agentic Task-Oriented Dialogue Systems.

arXiv:2601.11854v3 Announce Type: replace-cross Abstract: Agentic task-oriented dialogue (TOD) requires systems to track concurrent goals, dependencies, and long-horizon state. We examine goal-lifecycle recovery from fixed dialogue trajectories. ATOD contains