Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Authors: K Zhou,JD Hwang, X Ren,M Sap

Published: 2024

Publication: ArXiv

Research paper: Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Institution: Allen Institute for AI,Carnegie Mellon University,Stanford University,University of Southern California

Research Area: LLM Reliability and Uncertainty Quantification, Reinforcement Learning from Human Feedback (RLHF), LLM

Discipline: Artificial Intelligence