In the spirit of the Turing Test, we could consider using the error rate of a human discriminator f hum instead, often considered the gold standard for evaluation.
while humans might have knowledge of p ref , they do not have full knowledge of p model and thus would have difficulties determining which sentences a model cannot generate.