The use of word distance algorithms in natural language processing

Authors

  • Nizomaddin Xudayberganov

Keywords:

Hamming distance, Levenshteyin distance, Cosine similarity, similarity table, coding theory

Abstract

Distance between words - can be characterized according to different qualities of words. Different algorithms are proposed in the direction of natural language processing to determine their similarity according to their component. These algorithms differ from each other in their places of use and performance. It is mainly used in areas such as spell check, speech recognition and plagiarism detection. This article analyzes the algorithms used to determine the similarity distance of more than one word and their characteristics.

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Published

2023-01-03

How to Cite

Xudayberganov, N. (2023). The use of word distance algorithms in natural language processing. Uzbekistan Language and Culture, 5(2), 69–83. Retrieved from https://aphil.tsuull.uz/index.php/language-and-culture/article/view/26