assem-ch / Arabicstemmer
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Assem's Arabic Light Stemmer is a snowball-based stemming algorithm for Arabic aimed mainly to improve search.
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Assem's Arabic Stemmer 
This is an algorithm for Arabic stemming written on Snowball framework language. If offers light stemming and text normalization.
@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:
They are already attached as git submodules so just run:
$ git submodule update --init --recursive
Build:
$ make build
Run:
- Light Stemmer
$ make run
الطالب
طالب
- Root-Based Stemmer
$ make run_root
الطالب
طلب
Test:
We configured tests to run against snowball-data arabic sample to test speed, grouping factor and precision.
$ make test
Distributions:
- dist light stemmer to available languages:
$ make dist
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If you wish to add or remove any projects, please contact us at [email protected].