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https://github.com/assem-ch/arabicstemmer
Assem's Arabic Light Stemmer is a snowball-based stemming algorithm for Arabic aimed mainly to improve search.
https://github.com/assem-ch/arabicstemmer
arabic language snowball snowball-framework stemmer
Last synced: 4 days ago
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Assem's Arabic Light Stemmer is a snowball-based stemming algorithm for Arabic aimed mainly to improve search.
- Host: GitHub
- URL: https://github.com/assem-ch/arabicstemmer
- Owner: assem-ch
- License: other
- Created: 2016-01-11T13:37:18.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2022-03-02T21:09:31.000Z (over 2 years ago)
- Last Synced: 2024-05-01T20:34:07.952Z (about 2 months ago)
- Topics: arabic, language, snowball, snowball-framework, stemmer
- Language: Python
- Homepage: http://arabicstemmer.com
- Size: 1.18 MB
- Stars: 138
- Watchers: 12
- Forks: 36
- Open Issues: 19
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
Lists
- awesome-arabic - arabicstemmer - Snowball-based light stemmer algorithm for Arabic, aimed mainly to improve search. (Natural Language Processing)
- awesome-arabic - arabicstemmer - Snowball-based light stemmer algorithm for Arabic, aimed mainly to improve search. (Natural Language Processing)
- awesome-algeria - Arabic Stremmer - Arabic Light Stemmer is a snowball-based stemming algorithm for Arabic (Libraries and Frameworks)
README
# Assem's Arabic Stemmer [](https://zenodo.org/badge/latestdoi/49428595)
This is an algorithm for Arabic stemming written on Snowball framework language. If offers light stemming and text normalization.
```bibtex
@article{Chelli2018,
author = "Assem Chelli",
title = "{Assem's Arabic Stemmer}",
year = "2018",
month = "11",
url = "https://figshare.com/articles/Assem_s_Arabic_Stemmer/7295690",
doi = "10.6084/m9.figshare.7295690.v1"
}
```
This is a sample of results:
Word | Light Stemmer | Root-Based Stemmer
------------ | ------------- | ------------
طفل | طفل | طفل
اطفال | اطفال | طفل
الاطفال | اطفال | طفل
اطفالكم | اطفال | طفل
فأطفالكم | اطفال | طفل
اطفالهم | اطفال | طفل
والاطفال | اطفال| طفل
فاطفالهم | اطفال | طفل
وطفل | طفل | طفل
الطفولة | طفول | طفل
والطفلتين | طفل |طفل
طفلتان | طفل | طفل
## Requirements:
- [Snowball framework](https://github.com/snowballstem/snowball)
- [Snowball-data](https://github.com/snowballstem/snowball-data)
- [Golden-Arabic-Corpus](https://github.com/LBenzahia/golden-corpus-arabic/archive/master.zip)
They are already attached as git submodules so just run:
```sh
$ git submodule update --init --recursive
```
## Build:
```sh
$ make build
```
## Run:
- Light Stemmer
```sh
$ make run
الطالب
طالب
```
- Root-Based Stemmer
```sh
$ make run_root
الطالب
طلب
```
## Test:
We configured tests to run against snowball-data arabic sample to test speed, grouping factor and precision.
```sh
$ make test
```
## Distributions:
- dist light stemmer to available languages:
```sh
$ make dist
```