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CEFR text classification ensemble combining Naive Bayes (TF-IDF), Doc2Vec + neural network, and fine-tuned RoBERTa. Flask web app with REST API for English proficiency level prediction (A1-C2). Automated deployment via GitHub Actions to Render. Models are hosted on HuggingFace Hub
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16
commits