Confidence Estimation for LLM-Based Dialogue State Tracking

Yi-Jyun Sun, Suvodip Dey, Dilek Hakkani-Tur +1

Estimation of a model's confidence on its outputs is critical for Conversational AI systems based on large language models (LLMs), especially for reducing hallucination and prevent…