Jinwen He

LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States

Large Language Models (LLMs) have revolutionized various domains with extensive knowledge and creative capabilities. However, a critical issue with LLMs is their tendency to produce outputs that diverge from factual reality. This phenomenon is particularly concerning in sensitive applications such a…