Finetuning Language Models to Emit Linguistic Expressions of Uncertainty

• Main Authors: Chaudhry, Arslan, Thiagarajan, Sridhar, Gorur, Dilan
• Format: Journal Article
• Language: English
• Published: 18.09.2024
• Subjects: Computer Science - Computation and Language; Computer Science - Learning

Large language models (LLMs) are increasingly employed in information-seeking and decision-making tasks. Despite their broad utility, LLMs tend to generate information that conflicts with real-world facts, and their persuasive style can make these inaccuracies appear confident and convincing. As a r...