Pre-trained Transformers for Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic ELECTRA)
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Oct 17, 2022 - Python
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arabert
Here are 28 public repositories matching this topic...
Fine-tune BERT models to classify Arabic text by different dialects.
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Aug 8, 2023 - Jupyter Notebook
Arabic Dialect Identification between 18 country-level Arabic dialects using QADI dataset and pretrained language model AraBERT
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Mar 14, 2022 - Jupyter Notebook
After collecting 40 thousand tweets and preprocessing it, I used word embeddings with arabert and tf-idf along with two neural network architectures and 5 machine learning algorithms. Due to the huge size of the dataset, I chose Amazon SageMaker to train the models
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Nov 20, 2020 - Jupyter Notebook
Arabic Dialect Sentimenal Analysis
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Mar 19, 2022 - Jupyter Notebook
Mental health diagnosis tool using NLP and ML for Arabic inputs, with a Laravel web application interface
machine-learning natural-language-processing laravel transformers pytorch web-application healthcare mental-health arabert mental-disorder-diagnosis
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Jan 3, 2024 - Python
Simple Script to undo Farasa Segmentation, compatible with AraBERT pre-segmentation
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Jul 24, 2020 - Python
Easy to use extractive text summarization with AraBERT
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Nov 22, 2020 - Python
Arabic_Dialect_Identification_NLP-AIM-Task
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Mar 16, 2022 - Jupyter Notebook
Diacritics are short vowels with a constant length that are spoken. The same word in the Arabic language can have different meanings and different pronunciations based on how it is diacritized. In this project, we implement a pipeline to predict the diacritic of each character in an Arabic text using Natural Language Processing techniques.
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Feb 15, 2024 - Jupyter Notebook
This is an experiment for Qur'an QA for the shared task at the OSCAT workshop
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Nov 2, 2022 - Jupyter Notebook
This project focuses on developing a sentiment analysis model for Arabic text, leveraging hybrid transformer-based models (AraBERT) and LSTM approaches.
python nlp machine-learning sentiment-analysis numpy transformers pandas pytorch feature-extraction lstm pretrained-models arabic-nlp bert-model arabert
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Nov 29, 2024
Emotion Prediction in Arabic Text
nlp machine-learning arabic arabic-nlp arabic-language gemini-api bert-fine-tuning arabert chatgpt-api
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May 19, 2024 - Jupyter Notebook
Many countries speak Arabic; however, each country has its own dialect, the aim of this project is to build a model that predicts the dialect given the text.
python nlp machine-learning pytorch arabic-nlp countvectorizer wordembeddings tf-idf-vectorizer tensorflow2 arabert
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May 28, 2024 - Jupyter Notebook
an AI powered Arabic Question Answering system built by fine tuning the AraBERT model on the Arabic SQuAD dataset. , Developed as part of the ZakyBootcamp AI track
deep-learning transformers pytorch nlp-machine-learning fine-tuning capstone-project huggingface arabert transformers-models huggingface-spaces question-answering-model arabic-language-ai capstone-project-2025
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Jan 7, 2026 - Jupyter Notebook
Dialectical Arabic Sentiment Analysis
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Jan 26, 2024 - Jupyter Notebook
Disambiguation Study for Arabic Applied on Text Classification
nlp ai transformers arabic-nlp huggingface wandb huggingface-transformers arabert huggingface-datasets
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Sep 14, 2024 - Jupyter Notebook
A Named Entity Recognition model for Arabic political texts using AraBERT
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Dec 1, 2025 - Jupyter Notebook
Fine-tuning / pre-training AraElectra on a specific domain for QA system.
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Oct 11, 2022 - Jupyter Notebook
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