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+# Awesome Arabic NLP
+
+> قائمة منسقة لأفضل **الأدوات والمكتبات والنماذج ومجموعات البيانات** في مجال
+> **معالجة اللغة العربية (Arabic Natural Language Processing)**.
+
+هذا المستودع يهدف إلى جمع أهم الموارد الخاصة بـ **Arabic NLP** في مكان واحد، وهو **مشروع مجتمعي** يمكن لأي شخص المساهمة فيه عبر Pull Request.
+
+---
+
+## Contents
+
+* Frameworks & Libraries
+* Named Entity Recognition (NER)
+* Part-of-Speech Tagging (POS)
+* Datasets
+* Pre-trained Models
+* Research Papers
+* Learning Resources
+* Contributing
+
+---
+
+# Frameworks & Libraries
+
+### Python
+
+* **CAMeL Tools**
+  https://github.com/CAMeL-Lab/camel_tools
+  Toolkit متقدم لمعالجة اللغة العربية (tokenization, morphology, NER, POS)
+
+* **PyArabic**
+  https://github.com/linuxscout/pyarabic
+  مكتبة للتعامل مع النصوص العربية
+
+* **AraNLP**
+  https://github.com/linuxscout/aranlp
+  أدوات متعددة لمعالجة اللغة العربية
+
+* **Tashaphyne**
+  https://github.com/linuxscout/tashaphyne
+  مكتبة للتجذير والتحليل الصرفي
+
+---
+
+# Named Entity Recognition (NER)
+
+التعرف على الكيانات الاسمية مثل:
+
+* Person
+* Location
+* Organization
+* Date
+
+### Tools
+
+* **CAMeL Tools NER**
+  https://github.com/CAMeL-Lab/camel_tools
+
+* **Stanford Arabic NER**
+  https://stanfordnlp.github.io/CoreNLP/
+
+### Datasets
+
+* **WikiANN Arabic**
+  https://huggingface.co/datasets/wikiann
+
+* **ARB-NER Dataset**
+  https://alt.qcri.org/resources/arb-ner/
+
+---
+
+# Part-of-Speech Tagging (POS)
+
+تحديد نوع الكلمة داخل الجملة.
+
+Examples:
+
+* NOUN
+* VERB
+* ADJ
+* ADV
+* PRON
+
+### Tools
+
+* **CAMeL Tools POS Tagger**
+  https://github.com/CAMeL-Lab/camel_tools
+
+* **Farasa POS Tagger**
+  https://farasa.qcri.org/
+
+* **MADAMIRA**
+  https://github.com/ColumbiaNLP/madamira
+
+* **Stanford POS Tagger**
+  https://stanfordnlp.github.io/CoreNLP/
+
+### Datasets
+
+* **UD Arabic Treebank**
+  https://universaldependencies.org/
+
+---
+
+# Datasets
+
+* **SANAD Dataset**
+  https://data.mendeley.com/datasets/57zpx667y9
+
+* **Arabic Poetry Dataset**
+  https://github.com/linuxscout/arabicpoetry
+
+* **ArSAS Sentiment Dataset**
+  https://homepages.inf.ed.ac.uk/wmagdy/ArSAS.htm
+
+* **Arabic SQuAD**
+  https://github.com/ppaudel/arabic-squad
+
+---
+
+# Pre-trained Models
+
+* **AraBERT**
+  https://huggingface.co/aubmindlab/bert-base-arabert
+
+* **AraGPT2**
+  https://huggingface.co/aubmindlab/aragpt2-base
+
+* **AraELECTRA**
+  https://huggingface.co/aubmindlab/araelectra-base
+
+* **CAMeL BERT**
+  https://huggingface.co/CAMeL-Lab
+
+---
+
+# Research Papers
+
+* AraBERT: Transformer-based Model for Arabic NLP
+  https://arxiv.org/abs/2003.00104
+
+* CAMeL Tools: An Open Source Toolkit for Arabic NLP
+  https://aclanthology.org/2020.lrec-1.868
+
+* Farasa: A Fast and Accurate Arabic NLP Toolkit
+  https://aclanthology.org/L16-1170
+
+---
+
+# Learning Resources
+
+* Natural Language Processing for Arabic (Book)
+
+* Arabic Computational Linguistics
+
+* NLP with Python
+
+---
+
+# Contributing
+
+المشروع مفتوح للمجتمع ونرحب بإضافة أدوات أو مصادر جديدة.
+
+### Steps
+
+1. Fork the repository
+2. Add your resource
+3. Follow the existing format
+4. Submit a Pull Request
+
+---
+