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Authors

Author1: Maksud Sharipov

Author2: Dasturbek

Lemma & Lemmatization

The package finds lemmas of Uzbek words based on the dictionary.

The process of finding a lemma is called lemmatization.

There are 4 different ways of lemmatization: rule, dictionary, model, hybrid.

It is dictionary-based lemmatization algorithm [program, package].

Install & Clone

pip install UzbekLemma
git clone https://github.com/ddasturbek/UzbekLemma.git

Usage

import UzbekLemma as UL

print(UL.lemmatize("kelganlar")) #kelmoq

The algorithm flowchart

Flowchart algorithm

The dictionary structure

soz_turkumlari

Scientific field

Certificate

Patent

image

Some results of the program

image

Corpus & Results

We collected an equal number of texts from 23 different fields and stored them as a corpus.

We tested all the files (i.e. corpora) in the program and got these results.

Metadata

Release files for UzbekLemma 1.2

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