Author

Oleksandr Marchenko Breneur

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#natural language process... Mar 2026

NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution

NotAI.AI combines sentence-level conditional probability curvature, a neural detector score, and interpretable stylometric and readability features in an XGBoost meta-classifier and explains predictions with TreeSHAP feature contributions and can turn the resulting evidence into a concise natural-language explanation.

Oleksandr Marchenko Breneur, Adelaide Danilov, A. Nourbakhsh et al. · arXiv.org · 1 citation