Leveraging Textual and Non-Textual Features for Documentation Decluttering. - Giuseppe Colavito; Pierpaolo Basile; Nicole Novielli (ICSME, 2020)

Issue Report Classification Using Pre-trained Language Models. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli (NLBSE, 2022)

Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations. - Marco Polignano; Giuseppe Colavito; Cataldo Musto; Marco de Gemmis; Giovanni Semeraro (UMAP (Adjunct Publication), 2022)

Few-Shot Learning for Issue Report Classification. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli (NLBSE@ICSE, 2023)

Few-Shot Learning for Issue Report Classification. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli (Zenodo, 2023)

Continuous Quality Improvement of AI-based Systems: the QualAI Project. - 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; et al. (ESEM, 2024)

Large Language Models for Issue Report Classification. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli; Luigi Quaranta (Ital-IA, 2024)

Leveraging GPT-like LLMs to Automate Issue Labeling. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli; Luigi Quaranta (MSR, 2024)

The NLBSE'24 Tool Competition. - Rafael Kallis; Giuseppe Colavito; Ali Al-Kaswan; Luca Pascarella; Oscar Chaparro; Pooja Rani 001 (NLBSE@ICSE, 2024)

QualAI: Continuous Quality Improvement of AI-based Systems. - 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; et al. (RCIS Workshops, 2024)

Impact of data quality for automatic issue classification using pre-trained language models. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli; Luigi Quaranta (J. Syst. Softw., 2024)

Foundation Models for Automatic Issue Labeling. - Giuseppe Colavito (ICSE Companion, 2025)

The NLBSE'25 Tool Competition. - Ali Al-Kaswan; Giuseppe Colavito; Nataliia Stulova; Pooja Rani 001 (NLBSE@ICSE, 2025)

Benchmarking large language models for automated labeling: The case of issue report classification. - Giuseppe Colavito; Filippo Lanubile; Nicole Novielli (Inf. Softw. Technol., 2025)