Linear classifier on top of a GROVER model is GROVER detector.

San Jose State University

Fine tuning pretrained models to detect text samples from its own model or other similar models .the fine tuned pretrained model doesn’t require further supervised example training.

 - GROVER detector
 - RoBERTa detector


Fine-tuning NLM 

Automatic Detection of Machine Generated Text: A Critical Survey
by Ganesh Jawahar, Muhammad Abdul-Mageed, Laks V.S. Lakshmanan
https://arxiv.org/pdf/2011.01314.pdf

Automatic Detection of Machine Generated Text: A Critical Survey


GROVER detector

Fine tuned RoBERTa  model can detect web pages generated by the GPT-2 model with 95% accuracy.

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