The use of word distance algorithms in natural language processing

Authors

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.

Published

2023-01-03

How to Cite

Xudayberganov, N., & Hasanov, S. (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/38