Deep Learning, Artificial Intelligence, Llm, ChatGPT, Gpt 3.
classify a candidate passage x, DetectGPT first generates minor perturbations of the passage ~xi using a generic pre-trained model such as T5. Then DetectGPT compares the log probability under p of the original sample x with each perturbed sample ~xi. If the average log ratio is high, the sample is