Publications

Giuseppe Colavito, Filippo Lanubile, Nicole Novielli, Luigi Quaranta (2024). Leveraging GPT-like LLMs to Automate Issue Labeling. 2024 IEEE/ACM 21st International Conference on Mining Software Repositories (MSR).
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Giuseppe Colavito, Filippo Lanubile, Nicole Novielli, Luigi Quaranta (2024). Impact of Data Quality for Automatic Issue Classification Using Pre-Trained Language Models. Journal of Systems and Software.
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Nicole Novielli, Rocco Oliveto, Fabio Palomba, Fabio Calefato, Giuseppe Colavito, Vincenzo De Martino, Antonio Della Porta, Giammaria Giordano, Emanuela Guglielmi, Filippo Lanubile (2024). QualAI: Continuous Quality Improvement of AI-based Systems.. RCIS Workshops.
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Giuseppe Colavito, Filippo Lanubile, Nicole Novielli (2023). Few-Shot Learning for Issue Report Classification. 2023 IEEE/ACM 2nd International Workshop on Natural Language-Based Software Engineering (NLBSE).
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Giuseppe Colavito, Filippo Lanubile, Nicole Novielli (2023). Issue Report Classification Using Pre-Trained Language Models. Proceedings of the 1st International Workshop on Natural Language-based Software Engineering.
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Marco Polignano, Giuseppe Colavito, Cataldo Musto, Marco De Gemmis, Giovanni Semeraro (2022). Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations. Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization.
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Giuseppe Colavito, Pierpaolo Basile, Nicole Novielli (2020). Leveraging Textual and Non-Textual Features for Documentation Decluttering. 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME).
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