Kneser–Ney smoothing
id:
kneser-ney-smoothing-322-449578
title:
Kneser–Ney smoothing
text:
Kneser–Ney smoothing, also known as Kneser-Essen-Ney smoothing, is a method primarily used to calculate the probability distribution of n-grams in a document based on their histories. It is widely considered the most effective method of smoothing due to its use of absolute discounting by subtracting a fixed value from the probability's lower order terms to omit n-grams with lower frequencies. This approach has been considered equally effective for both higher and lower order n-grams. The method
brand slug:
wiki
category slug:
encyclopedia
description:
Statistical method
original url:
https://en.wikipedia.org/wiki/Kneser%E2%80%93Ney_smoothing
date created:
date modified:
2023-02-13T06:19:13Z
main entity:
{"identifier":"Q19597638","url":"https://www.wikidata.org/entity/Q19597638"}
image:
fields total:
13
integrity:
14