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Suppose we train a trigram language model with add-one smoothing on a given corpus. the corpus contains v word types. what is p(w3 | w1, w2), where w3 is a word which follows the bigram (w1, w2)? we use the notation c(w1, w2, w3) to denote the number of times that trigram (w1, w2, w3) occurs in the corpus, and so on for bigrams and unigrams.

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