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Arabic Sentiment Analysis with Transformers

#NLP #Transformers #Hugging Face #Python

Project Overview

Exploited Transformer-based architectures (BERT, AraBERT) via the Hugging Face library to build high-accuracy sentiment analysis models for the Arabic language.

Technical Details

  • Architectures: BERT, AraBERT, mBERT.
  • Frameworks: PyTorch, Hugging Face Transformers.
  • Languages: Arabic (MSA and Dialectal).
  • Outcome: Improved classification accuracy compared to traditional machine learning baselines.