Popular GitHub Repositories for Arabic Nlp

Pre-trained Transformers for Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic ELECTRA)

Implementation of many Arabic NLP and CV projects. Providing real time experience using many interfaces like web, command line and notebooks.

Deep learning for AR text Vocalization - ??????? ????? ?????? ???????

Arabic edition of BERT pretrained language models

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

AraT5: Text-to-Text Transformers for Arabic Language Understanding

Sentiment Analysis in Arabic tweets

TURJUMAN, a neural toolkit for translating from 20 languages into Modern Standard Arabic (MSA).

This is a repository of the Multi-dialect Arabic BERT model.

Multi-turn open-domain Arabic chatbot with a wide set of features.

Comparable documents miner: Arabic-English morphological analysis, text processing, n-gram features extraction, POS tagging, dictionary translation, documents alignment, corpus information, text classification, tf-idf computation, text similarity computation, html documents cleaning

Zero-shot Transfer Learning from English to Arabic

Python package for Arabic natural language processing

Youtube comments topics modeling and sentiment analyzer

Fine-tune BERT models to classify Arabic text by different dialects.

Mishtar: Named and temporal entities chunker

ArSarcasm-v2 is an extension to the original ArSarcasm dataset. It was used for the shared task on sarcasm detection and sentiment analysis, which is a part of WANLP 2021.

Arabic deep-learning based diacritization models (Shakkala, Shakkelha) in the ONNX format.

BoDmagh dataset is a Supervised Fine-Tuning (SFT) dataset for the Darija language

Quick and Simple Approach for Detecting Hate Speech in Arabic Tweets.