3 papers
cs.CL2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors
Ying Zhou, Ben He, Le Sun
With the launch of ChatGPT, large language models (LLMs) have attracted global attention. In the realm of article writing, LLMs have witnessed extensive utilization, giving rise to…
cs.LG2023
On the Reliability of Watermarks for Large Language Models
John Kirchenbauer, Jonas Geiping, Yuxin Wen +7
As LLMs become commonplace, machine-generated text has the potential to flood the internet with spam, social media bots, and valueless content. Watermarking is a simple and effecti…
math.PR2023
An error term in the Central Limit Theorem for sums of discrete random variables
Dmitry Dolgopyat, Kasun Fernando
We consider sums of independent identically distributed random variables whose distributions have atoms. Such distributions never admit an Edgeworth expansion of order bu…