Chomsky famously has refused to acknowledge any value in probabilistic language models. Meanwhile, Google Translate and Bing Translate use them to great effect.
EDIT: iirc, Alexa is more accurate in listening to and transcribing language on the fly than the average adult. And probabilistic models are behind that capability, of course.