Christopher Nassif

Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition Probability

Distinguishing Large Language Model (LLM) generated text from human writing is a critical and difficult challenge. While LLMs are trained to write like humans, we hypothesize that this training leaves an indelible mark. LLMs develop a particularly strong aversion to token repetition very early in training. This bias pe...