Publications

Giuseppe Colavito, Filippo Lanubile, Nicole Novielli (2025). Benchmarking large language models for automated labeling: The case of issue report classification. Information and Software Technology.
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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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Rafael Kallis, Giuseppe Colavito, Ali Al-Kaswan, Luca Pascarella, Oscar Chaparro, Pooja Rani (2024). The NLBSE'24 Tool Competition. Proceedings of the Third ACM/IEEE International Workshop on NL-Based Software Engineering.
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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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Nicole Novielli, Rocco Oliveto, Fabio Palomba, Fabio Calefato, Giuseppe Colavito, Vincenzo De Martino, Antonio Della Porta, Giammaria Giordano, Emanuela Guglielmi, Filippo Lanubile, Luigi Quaranta, Gilberto Recupito, Simone Scalabrino, Angelica Spina, Antonio Vitale (2024). Continuous Quality Improvement of AI-based Systems: the QualAI Project. Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement.
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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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