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Ngram models and the Sparsity problem

Ngram models and the Sparsity problem. John Goldsmith. The task. Find a probability distribution for the current word in a text (utterance, etc.), given what the last n words have been. (n = 0,1,2,3) Why this is reasonable What the problems are . Why this is important.

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Ngram models and the Sparsity problem