The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs

Avinash Baidya, Kamalika Das, Xiang Gao

Large Language Model (LLM)-based agents have significantly impacted Task-Oriented Dialog Systems (TODS) but continue to face notable performance challenges, especially in zero-shot…