of distribution there I don't think there's been any good work comparing pure zero shot to learning of a task to like supervise the fine-tuning of a pre train model but I think we're talking about something that's like a few years out at least thank you thank you I saw a question here earlier you motivated Ellen's by comparing probabilities of pairs of strings to exact knowledge such as cats at first cat sets has this intuition comparing sentences I guess with exact knowledge been used for training general models a text or