Log-Likelihood, Simpson's Paradox, and the Detection of Machine-Generated Text

Tom Kempton, Viktor Drobnyi, Maeve Madigan +1

The ability to reliably distinguish human-written text from that generated by large language models is of profound societal importance. The dominant approach to this problem exploi…