Pingfan Su

AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees

We study the problem of determining whether a piece of text has been authored by a human or by a large language model (LLM). Existing state of the art logits-based detectors make use of statistics derived from the log-probability of the observed text evaluated using the distribution function of a gi…