# Arabic NLP - Resources

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**Category:** Languages at Hugging Face\
**Created:** [February 22, 2021, 12:04am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Farabic-nlp-resources%2F3798 "2021-02-22T00:04:03Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![Zaid](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/zaid/32/24_2.png) [@Zaid](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FZaid)%5C
**Post date:** [February 22, 2021, 12:04am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Farabic-nlp-resources%2F3798%2F1 "2021-02-22T00:04:03Z")

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In this thread we will collect the Arabic NLP resources. Mainly, notebooks, tutorials and articles that discuss Arabic NLP.

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**Author:** ![Zaid](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/zaid/32/24_2.png) [@Zaid](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FZaid)%5C
**Post date:** [February 23, 2021, 3:13pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Farabic-nlp-resources%2F3798%2F2 "2021-02-23T15:13:20Z")

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A collection of some of the notebooks and code samples I know for Arabic NLP

- **ARBML** contains around 10 [notebooks]([https://Languages](https://Languages) at Hugging Face) discussing different NLP tasks.
- **tkseem** has 5 [notebooks](https://github.com/ARBML/tkseem#notebooks) for sentiment classification, translation, etc.
- **AraBERT** has many [notebooks](https://github.com/aub-mind/arabert/tree/master/examples/old) for fine-tuning on different tasks.
- **CAMeL Tools** has many useful code samples on their docs [website](https://camel-tools.readthedocs.io/en/latest/index.html).
- **SOQAL** has a [notebook](https://github.com/husseinmozannar/SOQAL#soqal-neural-arabic-question-answering) for question answering.
- **AraVec** has a [notebook](https://github.com/bakrianoo/aravec/blob/master/aravec-with-spacy.ipynb) for extracting embeddings for words.
- **farasapy** has a [notebook](https://github.com/MagedSaeed/farasapy#table-of-content) for using FARASA for many tasks like segmentation, stemming, etc.
- **Mawdoo3** has some [code samples](https://github.com/mawdoo3/Multi-dialect-Arabic-BERT#usage) for running their multi-dialect Arabic bert model.
- **Alyahmor** has many [code samples](https://github.com/linuxscout/alyahmor#example) for morphology generation.
- **pyarabic** has many [code samples](https://github.com/linuxscout/pyarabic#usage) for prerpcoessing Arabic text.

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**Author:** ![sanjabh](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/sanjabh/32/2672_2.png) [@sanjabh](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fsanjabh)%5C
**Post date:** [September 8, 2021, 10:32am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Farabic-nlp-resources%2F3798%2F3 "2021-09-08T10:32:40Z")

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Hi,  
Just wanted to know if there is anything related to stemmer for the Arabic language? I do have the dataset and would like to train the model to come out with a root word…
