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![Katz's back-off model - Wikipedia, the free encyclopedia]()
www.google.com.twKatz back-off is a generative n-gram language model that estimates the conditional probability of a word given its history in the n-gram. It accomplishes this ...瀏覽：438 -
![NLP Lunch Tutorial: Smoothing - The Stanford NLP]()
www.google.com.tw21 Apr 2005 ... the smoothing methods we'll look at generalize without difficulty. 1 ..... Katz smoothing for higher-order n-grams is defined analogously.瀏覽：445
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日期：2024-08-09
KATZ SMOOTHING BASED ON GOOD-TURING ESTIMATES. Katz smoothing
applies Good-Turing estimates to the problem of backoff language models....
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日期：2024-08-15
canonical Katz back-off smoothing technique in language modeling. The process
of Katz smoothing is detailedly analyzed and the global discounting ......
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日期：2024-08-14
Enhanced Katz smoothing with deleted interpolation. (EKSWDI). A uniform
expression and two simplified versions for this modified model are also given....
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日期：2024-08-12
6 Apr 2010 ... Dealing with data sparsity (smoothing) ..... Training: N=38 million, V~20000, open
vocabulary, Katz backoff where applicable. Test: 1.5 million ......
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日期：2024-08-16
25 Jan 2014 ... Smoothing by Interpolation. Interpolation: Jelinek-Mercer Smoothing. Backoff
Smoothing. Katz Backoff. Backoff Smoothing with Discounting....
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日期：2024-08-10
Laplace smoothing not often used for N-grams, as we have much better ...
Despite its flaws Laplace (add-k) is however still used to smooth .... Katz Backoff....
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日期：2024-08-16
Generally, two kinds of smoothing approaches, namely the back-off model and
the ... Conference Paper: Improved katz smoothing for language modeling in ......
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日期：2024-08-12
Interpolation. ◇ Katz backoff. CS 533: Natural Language Processing – Professor
McCarty. 22. Laplace Smoothing. Laplace's Law (1814): ◇ Add “one” to all the ......
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