NLP, Data Science, Artificial Intelligence, Machine Learning, Language Model.
an English corpus. The model is only able to predict the probability of the next word in the sentence from a small subset of six words: “a”, “the”, “red”, “fox”, “dog”, and “.”. Let’s compute the probability of the sentence W, which is “a red fox.”. The probability of a generic sentence W, made of