To avoid assigning zero vs assigning 1 probability

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Looking on the internet deeply has found these results:

to avoid assigning zero is the most popular phrase on the web. 

assigning 1 probability

10 results on the web

to avoid assigning zero

158 results on the web

More popular!

Some examples and use cases from the internet:

Some examples and use cases from the internet:

  • It doesn't look like this phrase is very popular! The search could not find any examples on the internet.
  • Maximum likelihood estimation of trigrams is straightforward (count!) but to avoid assigning zero probabilities smoothing and discounting must be employed.
  • One role is to avoid assigning zero probabilities to words that have not occurred in a document and the other is to accommodate generation of common words in ...
  • In this paper, we compare several smoothing techniques such as backing
  • Smoothing basically means to adjust the maximum likelihood estimate slightly to avoid assigning zero probability to any word, which also generally improves the ...
  • off or interpolation that are used to avoid assigning zero probability to any sentence.

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