NLP Lunch Tutorial: Smoothing

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Katz smoothing: bigrams • As in Good-Turing, we compute adjusted counts. • Bigrams with nonzero count r are discounted according to discount ratio dr, which is approximately r ∗ r, the discount predicted by Good-Turing. (Details below.) • Count mass subtracted from nonzero counts is redistributed among

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NLP Lunch Tutorial: Smoothing
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