aub-mind/arabert

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

Language: Python - Size: 8.91 MB - Last synced at: 16 days ago - Pushed at: almost 3 years ago - Stars: 674 - Forks: 143

Lafifi-24/arabic-dialect-identification

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

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 6

SirineMaaroufi/arabic-sentiment-analysis

This project focuses on developing a sentiment analysis model for Arabic text, leveraging hybrid transformer-based models (AraBERT) and LSTM approaches.

Size: 2.93 KB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Assem-ElQersh/NewsLies

An advanced Arabic fake news detection model using LSTM and AraBERT. This project leverages the Arabic Fake News Dataset (AFND) to classify news articles as credible, not credible, or undecided. Includes preprocessing steps, model building, and evaluation using TensorFlow.

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

e-hossam96/arabic-disambiguation-study

Disambiguation Study for Arabic Applied on Text Classification

Language: Jupyter Notebook - Size: 3.04 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Mohammedabdalqader/AraElectra-QuestionAnswering

Fine-tuning / pre-training AraElectra on a specific domain for QA system.

Language: Jupyter Notebook - Size: 9.98 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

adelelwan24/Arabic-Dialect-Classification

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.

Language: Jupyter Notebook - Size: 46.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

TheKnight909/Emotional-analysis

Emotion Prediction in Arabic Text

Language: Jupyter Notebook - Size: 24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Nessrin1990/arabert-fast-bert-tunisian-restaurant-corpus

Sentiment analysis with arabert in Tunisian dialect

Language: Jupyter Notebook - Size: 203 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

norhanreda/Arabic-Text-Diacritization

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.

Language: Jupyter Notebook - Size: 157 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

NasserMohamedEid/Text-AI-Detection

Language: Jupyter Notebook - Size: 64.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Omar-Yasser/arabic-sentiment-analysis

Dialectical Arabic Sentiment Analysis

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nawaf-ibrahim6/MDD

Mental health diagnosis tool using NLP and ML for Arabic inputs, with a Laravel web application interface

Language: Python - Size: 1.47 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

AlsalehAbdullah/Quran_QA

This is an experiment for Qur'an QA for the shared task at the OSCAT workshop

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

abdullah-abunada/bert-extractive-summarizer Fork of dmmiller612/bert-extractive-summarizer

Easy to use extractive text summarization with AraBERT

Language: Python - Size: 56.6 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

WissamAntoun/Farasa_Desegmenter

Simple Script to undo Farasa Segmentation, compatible with AraBERT pre-segmentation

Language: Python - Size: 6.23 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

MohamedSebaie/Arabic_Dialect_Identification_NLP-AIM-Task

Arabic_Dialect_Identification_NLP-AIM-Task

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OoFa99/ArabBert_Tokenizer

Used “aubmindlab/bert-base-arabertv2” from Aub-mind AraBERT to create a simple Arabic text tokenizer.

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youssefkamil/Arabic-Dialect-Identification

Arabic Dialect Identification between 18 country-level Arabic dialects using QADI dataset and pretrained language model AraBERT

Language: Jupyter Notebook - Size: 9.16 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

YassirMatrane/arabicTextClassification

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

Language: Jupyter Notebook - Size: 3.09 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2