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  1. text-classifier text-classifier Public

    A Streamlit app that classifies text samples as either AI-generated or written by Second Language Writers (SLW). Uses syntactic complexity indices by TAASSC and SHAP for model interpretability.

    Python

  2. text-classifier-v2 text-classifier-v2 Public

    Upgraded version with XGBoost and 1000 writing samples for model training

    Python

  3. sentence-complexity-clustering sentence-complexity-clustering Public

    Unsupervised clustering of L2 sentences based on syntactic and lexical complexity to explore writing style patterns across L2 proficiency levels.

    Jupyter Notebook

  4. ICNALE-fluency-analysis ICNALE-fluency-analysis Public

    Comparative analysis of second-language English speech fluency across 11 countries using Whisper ASR and ICNALE Spoken Monologue data.

    Jupyter Notebook