References to Arabic Natural Language Processing (NLP) and Machine Learning Resources

Interesting NLP Articles

• A brief timeline of NLP from Bag of Words to the Transformer family
• Top NLP Trends and Predictions 2022: is NeuralSpace set up for the future of NLP?
• Popular NLP libraries of 2022
• 11-word-embeddings-models-you-should-know
• Text Classification using TFIDF, Word2Vec, Language Models
• Understanding Transformers
• Keyword Extraction Methods-Overview

Interesting Machine Learning Articles

• Deep Natural Language Processing for LinkedIn Search Systems
• Machine Learning Advancements in Arabic

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Interesting Machine Learning/AI Courses Courses

• Making Friends with Machine Learning, Google
• Practical Deep Learning for Coders, FastAI

Arabic NLP Toolkits

• Camel Tools
• MadaMira
• FARASA
• Arabycia

Arabic Spell Check

• Peter Norvig Algorithm

Arabic Language modeling

Language modeling is the task of predicting the next word or character in a document.

Model	Paper / Source	Code
AraBERT: Transformer-based Model for Arabic Language Understanding	AraBERT	Official
hULMonA: The Universal Language Model in Arabic	hULMonA	Official

• Arabic Bert
• MarBERT
• Multi Dialict Arabic Bert

Arabic Datasets

• MASADER, part of ARBML on GitHub
• Haddeth Dataset
• Meta Text Repo
• Arabic Words Images, AMFD

Arabic Text processing

• tnkeeh, part of ARBML on GitHub
• Maha
• Preprocess Arabic Text

Arabic ASR

• klaam
• Arabic Speech Recognition

Arabic Questions Answering

• SOQAL

Corpus Analysis

• AntCont
• http://xaira.sourceforge.net/
• http://www.corpustool.com/index.html
• http://neon.niederlandistik.fu-berlin.de/static/textstat/TextSTAT-Doku-EN.html
• https://sourceforge.net/projects/corsis/
• https://lexically.net/wordsmith/
• https://sourceforge.net/projects/linguistic-analyzer/

Aditional Sites

• ARBML
• Arabic-NLP