Topic: hallucinations

A new method allows large language models to identify and abstain from answering questions they are uncertain about using their internal probabilities, potentially reducing errors without needing additional labeled data. This technique is significant because it could enhance the reliability of AI systems by enabling them to recognize when they lack sufficient knowledge to provide accurate responses.

arxiv.org↗