Research question
Can machine-generated text be detected without training a classifier?
Key findings
- Generated text sits at local maxima of log-probability curvature - Outperforms prior zero-shot detectors
DetectGPT
A zero-shot detector based on probability curvature, one of the most cited detection methods.
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