Detect, Explain, Escalate: Sustainable Dialogue Breakdown Management for LLM Agents

Abdellah Ghassel, Xianzhi Li, Xiaodan Zhu

Large Language Models (LLMs) have demonstrated substantial capabilities in conversational AI applications, yet their susceptibility to dialogue breakdowns poses significant challen…