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awesome-arabic-nlp
Dive into the world of Arabic NLP with this extensive collection of resources, tools, datasets, and best practices tailored for the Arabic language.
https://github.com/Curated-Awesome-Lists/awesome-arabic-nlp
- arabert - trained Transformers for Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic ELECTRA) :star2:
- ARBML - time experience using many interfaces like web, command line, and notebooks. :computer:
- Shakkala - التشكيل الالي للنصوص العربية :chart_with_upwards_trend:
- arabic-stop-words
- Hadith-Data-Sets
- ar-php
- Maha
- tajmeeaton
- SOQAL
- Arabic-BERT
- ARBML/masader
- Qutuf/Qutuf
- motazsaad/process-arabic-text
- UBC-NLP/marbert
- MagedSaeed/farasapy
- saidziani/Arabic-News-Article-Classification
- iamaziz/ar-embeddings
- mohabmes/Arabycia
- adhaamehab/textblob-ar
- motazsaad/arabic-sentiment-analysis
- GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP - scale evaluation of ChatGPT on various Arabic NLP tasks, showcasing its performance compared to dedicated models finetuned on Arabic.
- Diving into Arabic NLP: A Beginner's Guide to Dialect Identification
- Camel_tools, a Python Toolkit for Arabic NLP - by-step explanation of how to use camel_tools for sentiment analysis in Arabic comments.
- Taqyim: Evaluating Arabic NLP Tasks Using ChatGPT Models - 3.5 and GPT-4 models on seven distinct Arabic NLP tasks, highlighting their performance and insights into sentiment analysis.
- Masader Plus: A New Interface for Exploring+ 500 Arabic NLP
- Machine learning advancements in Arabic NLP
- Automate Arabic NLP with Apache Spark
- Arabic NLP: Unique Challenges and Their Solutions - processing using the camel-tools Python package.
- Building Yarub Library for Arabic NLP Purposes
- Arabic Sentence Embeddings with Multi-Task Learning - Task Learning for efficient Semantic Textual Similarity.
- AraBERT: Transformer-based Model for Arabic Language - based model specifically pre-trained for Arabic language understanding, achieving state-of-the-art results in various Arabic NLP tasks like Sentiment Analysis and Named Entity Recognition.
- A Panoramic Survey of Natural Language Processing in the Arab
- Post-hoc analysis of Arabic transformer models
- Machine Learning and NLP For Arabic: Part Of Speech Tagging - Of-Speech tagging in Arabic texts. It focuses on building open-source NLP libraries and tools for the Arabic language.
- AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing - trained Language Model (PLM) with 11B parameters, trained on a vast amount of high-quality Arabic textual data. AraMUS achieves state-of-the-art performances on various Arabic classification and generative tasks.
- Arabic Sentiment Analysis. An Illustrative guide on how to perform sentiment analysis on Arabic texts
- How to Detect and Translate Languages for NLP Project
- Arabic natural language processing: An overview
- Comparing Arabic dialect datasets
- Sentiment Analysis in Arabic - source libraries for sentiment analysis in Arabic and explores analyzing text in Arabic using Google AutoML tools.
- للغة العربية NLP - Arabic Natural Language Processing | Udemy
- البرمجة اللغوية العصبية | NLP | Coursera
- Natural Language Processing Specialization 4 courses
- Natural Language Processing Course | Udacity
- Natural Language Processing with Attention Models Course
- Natural Language Processing in TensorFlow | Coursera
- NLP - Natural Language Processing with Python | Udemy
- NLP البرمجة اللغوية العصبية | Udemy
- Learn BERT - most powerful NLP algorithm by Google | Udemy - changing NLP algorithm, BERT, to real-world tasks. Build 2 NLP applications.
- Introduction to Arabic Natural Language Processing | SpringerLink
- Recent Advances in NLP: The Case of Arabic Language
- Arabic natural language processing for Qur'anic research: a
- Arabic Language Processing: From Theory to Practice: 6th
- البرمجة اللغوية العصبية NLP (Arabic Edition) eBook - Amazon.com
- Natural language processing: state of the art, current trends and
- Improve Your Writing With NLP: Judith E Pearson: 9781845908614
- Advances in Natural Language Processing: 7th International
- Anaphor Resolution in Arabic using A Hybrid approach: A Machine
- A Lexical Database for Modern Standard Arabic Interoperable with a
- Tharawat: A Vision for a Comprehensive Resource for Arabic
- Multilingual Natural Language Processing Applications: From
- Support Vector Machines based Arabic Language Text
- Arabic aspect sentiment polarity classification using BERT | Journal
- GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP - scale evaluation of ChatGPT on a broad range of Arabic NLP tasks, revealing its performance on 32 diverse natural language understanding and generation tasks.
- Taqyim: Evaluating Arabic NLP Tasks Using ChatGPT Models - 3.5 and GPT-4 models on seven distinct Arabic NLP tasks, including sentiment analysis, translation, and summarization.
- Masader Plus: A New Interface for Exploring 500+ Arabic NLP Datasets
- AraVec: A set of Arabic Word Embedding Models for use in Arabic NLP - trained distributed word representation models for use in Arabic NLP research.
- A Comparative Study on Various Deep Learning Techniques for NLP - CRF, for tasks at the syntactic level in NLP, specifically focusing on Arabic.
- Arabic Natural Language Processing: An Overview
- A Panoramic Survey of Natural Language Processing in the Arab World
- Arabic Natural Language Processing for Qur'anic Research
- Imam: Word Embedding Model for Islamic Arabic NLP
- The Quest for NLP Applications and Tools: The Case of Standard Arabic and Dialects
- AraBERT: Transformer-based Model for Arabic Language - This paper presents AraBERT, a pre-trained BERT model specifically designed for Arabic language understanding. It achieves state-of-the-art performance on various Arabic NLP tasks.
- Introduction to Arabic Natural Language Processing - This book provides an introduction to Arabic Natural Language Processing (NLP) by Nizar Habash, a research scientist at Columbia University.
- Arabic NLP tools for ontology construction from Arabic text - This paper discusses the use of NLP techniques for ontology construction from Arabic text, focusing on the effectiveness of various preprocessing techniques.
- Graph-based Arabic NLP Techniques: A Survey - This paper provides a survey of graph-based techniques used in Arabic NLP, highlighting their role in improving NLP applications.
- A Review Study for Arabic Machine Learning and Deep Learning - This research survey focuses on the use of Deep Learning (DL) methods in Arabic NLP and highlights the evolution of research in this field.
- AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing - This paper presents AraMUS, the largest Arabic Pre-trained Language Model (PLM) with state-of-the-art performance on Arabic classification and generative tasks.
- Exploring NLP web APIs for building Arabic systems - This paper explores available NLP Web APIs that support the Arabic language and discusses their strengths, weaknesses, and potential future use.
- Comparative Study of the Most Useful Arabic-supporting Natural - This paper presents a comparative study of Python and Java libraries for Arabic Natural Language Processing (ANLP) and deep learning, focusing on their suitability for handling Arabic language specificities.
- Deep learning for Arabic NLP: A survey - This survey explores the use of Deep Learning (DL) techniques for NLP, focusing on the Arabic language due to its importance and scarcity of research in this area.
- Arabic Natural Language Processing: Challenges and Solutions - This paper discusses the challenges faced by researchers and developers in building NLP applications for Arabic text and speech.
- Sakhar AlKhereyf - Intro to Arabic NLP | PyData Jeddah - YouTube
- Grammarly AI-NLP Club #8 - Arabic Natural Language Processing - YouTube - Apr 3, 2019 Speaker: Nizar Habash, an Associate Professor of Computer Science at New York University Abu Dhabi Presentation:\xa0
- A Short Introduction to Arabic Natural Language Processing by Dr - YouTube
- A Short Introduction to Arabic Natural Language Processing (Nizar - YouTube - Oct 16, 2022 PLENARY PRESENTATION A Short Introduction to Arabic Natural Language Processing Nizar Habash New York University Abu Dhabi Abstract: Arabic\xa0
- Introduction to Arabic Natural Language Processing (Nizar Habash - YouTube - Nov 6, 2022 Learn more.
- NLP with Friends, Featured Friend: Zaid Alyafeai - YouTube - Aug 11, 2021 Fostering Research in Arabic NLP via Open Source Collaboration.
- Nizar Habash: Introduction to Arabic Natural Language Processing - YouTube - Nov 6, 2022 Learn more. Open App. Nizar Habash: Introduction to Arabic Natural Language Processing - Part 2. 65 views\xa0
- Stanford CS224N: Natural Language Processing with Deep - YouTube - Jun 22, 2022 For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: [https://stanford.io/ai](https://stanford.io/ai). For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: [https://stanford.io/ai](https://stanford.io/ai)
- Grammarly AI-NLP Club - YouTube - The idea of Grammarly AI-NLP Club is to bring together Ukrainian and international leaders in the field, specialists interested in AI, Machine Learning,\xa0
- Conversational AI / NLP - YouTube - Aug 28, 2023 Resources for building and deploying state-of-the-art GPU-accelerated conversational #AI applications. . . . #speechrecognition #NLP #texttospeech
- Games and NLP - YouTube - Coreference Annotation of an Arabic Corpus using a Virtual World Game. Play games and help with research in Natural Language Processing.
- Games and NLP - YouTube - with-a-purpose developed by DALI that features mini games for Natural Language Processing research.
- ChrisMcCormickAI - YouTube - to-follow tutorials on Machine Learning and NLP topics.
- Nizar Habash: Introduction to Arabic Natural Language Processing - Part 2
- Weekly Research Seminar - Prof. Nizar Habash - Arabic & AI
- TensorFlow Meetup tunis - Arabic Natural Language Processing
- 13 - NLP POS Tagging Arabic NLTK - YouTube
- Arabic - NLP (Arabic Text classification - Multiclass - Keras - Neural)
- Nizar Habash Introduction to Arabic Natural Language Processing - Part 1
- KALIMAT Multipurpose Arabic Corpus
- EASC (Essex Arabic Summaries Corpus) - generated extractive summaries of those articles.
- Khawas
- NLTK
- Stanford CoreNLP
- Arabic Corpus
- Osman Arabic Text Readability - source tool for measuring Arabic text readability, allowing users to calculate readability for Arabic text with or without diacritics.
- Alkhalil Morpho Sys - vocalized texts.
- Best Natural Language Understanding (NLU) Software in 2023 | G2 - time, up-to-date product reviews from verified users to help you choose the right NLU software.
- spaCy download | SourceForge.net - strength NLP library built on the latest research for advanced NLP in Python and Cython. It is designed for real-world applications and can be used for building products and gaining insights.
- Natural Language Toolkit download | SourceForge.net
- Find Intellectual Discussion Events & Groups in Dubai, AE - person events.
- Education & Training Events in Israel, List of all Israel Educational
- Find Learn Coding Events & Groups in Dubai, AE - minded individuals and join online or in-person events.
- 10th World Machine Learning and Deep learning Conference - 10, 2023 Stockholm, Sweden : Renowned Speakers : Dr. Ebrahim Al Alkeem Al Zaabi.
- Conference in Prague
- MoM2010: Arabic natural language processing
- Grammarly AI-NLP Club #8 - Arabic Natural Language Processing: Challenges and Solutions
- Processing Arabic Text
- Madad: Arabic Annotation Tool for Arabic Text
- Benchmarking transfer learning approaches for NLP
- Spark NLP: State of the Art Natural Language Processing at Scale
- Language Detection Library for Java
- Towards Responsible NLP: Walking the walk - provoking presentation on responsible NLP practices with insights into how they can be applied to a polyglossic language like Arabic. 📑
- NLP Literature Survey with focus on Computerized Deception Detection
- Applied NLP - Poster
- NLP Literature Survey with focus on Computerized Deception Detection - A literature survey on NLP with a focus on computerized deception detection.
- Habash: Arabic Natural Language Processing - A presentation on Arabic natural language processing, highlighting its challenges and techniques.
- Lightweight Natural Language Processing (NLP) - A presentation introducing lightweight approaches to natural language processing.
- Usage of regular expressions in NLP - A presentation discussing the use of regular expressions in NLP and their applications.
- Grammarly AI-NLP Club #4 - Understanding and assessing language with neural network models - Marek Rei - A presentation on understanding and assessing language using neural network models.
- NLP Based Text Summarization Using Semantic Analysis - A presentation on text summarization using semantic analysis techniques in NLP.
- NLP communication skills! - A presentation focusing on NLP techniques for effective communication and building rapport.
- Stemming And Lemmatization Tutorial | Natural Language Processing (NLP) With Python - A tutorial on stemming and lemmatization in NLP using Python.
- NLP pipeline in machine translation - A presentation discussing the components and process of NLP pipeline in machine translation.
- NLP - An overview of NLP basics, including focus on POS tagging and token classification in Bengali language.
- NLP Highlights
- NLP MasterCLASS
- NLP Talks with Laura Evans
- The Brain Language Podcast
- WARA Media & Language Podcast
- Microsoft Research Podcast - edge advancements in technology.
- NLP Talks - Linguistic Programming (NLP) by Athens NLP Studies, aiming to help individuals create positive and lasting changes in their lives.
- Women in AI - edge work, technological advancements, and the impact of AI for social good and diversity in the workplace.
- Awesome List Generator - source Python package that uses the power of GPT models to automatically curate and generate starting points for resource lists related to a specific topic.
Programming Languages
Keywords
arabic-nlp
20
arabic
11
arabic-language
9
nlp
7
bert
3
deep-learning
3
machine-learning
3
awesome
3
sentiment-analysis
3
arabic-numbers
2
arabic-sentiment
2
islam
2
part-of-speech-tagger
2
awesome-list
2
farasa
2
python3
2
reading-comprehension
1
tf-idf
1
bert-language-models
1
language-model
1
transformer
1
catalogue
1
datasets
1
public
1
arabic-morphology
1
arabic-tagger
1
expert-system
1
heavy-stemming
1
lemmatization
1
light-stemming
1
morphological-analysis
1
overdue-tagging
1
pattern-matching
1
pos-tagging
1
premature-tagging
1
role-based
1
root-extraction
1
rooting
1
arabert
1
arabic-classification
1
electra
1
gpt2
1
huggingface-transformer
1
colab
1
demo
1
stopwords
1
allah
1
hadith
1
hadith-books
1
muslim
1