NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems
IntermediateJiayu Liu, Rui Wang et al.Jan 16arXiv
The paper studies why large language models (LLMs) sound too sure of themselves when using retrieval-augmented generation (RAG) and how to fix it.
#Retrieval-Augmented Generation#Confidence Calibration#Expected Calibration Error