Author

Soumia Zellagui

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Open access Jul 2026

Leveraging Code Language Models for Code Smells Detection

This study investigates multiple experimental configurations based on CodeBERT, GraphCodeBERT, and CodeT5, including direct transformer-based classification, sliding window processing for long code sequences, and hybrid approaches combining transformer embeddings with classical machine learning classifiers.

Soumia Zellagui, Abderrezak Kenniche, Samiha Fadloun et al. · Applied Sciences · 0 citations