MARVEL: Modular Abstention for Reliable and Versatile Expert LLMs
A modular abstention framework for reliable expert LLMs that enables selective abstention from uncertain questions.
Know Your Limits: A Survey of Abstention in Large Language Models
A comprehensive survey of abstention mechanisms in large language models, covering theory, implementation, and evaluation.