Antonio Mastropaolo

Using pre-trained models to boost code review automation

Rosalia Tufano, Simone Masiero, Antonio Mastropaolo et al. · Proceedings of the 44th International Conference on Software Engineering · 2022 · 144 citations

Llm Fine-tuning, Engineering, Machine Learning +16

On the Robustness of Code Generation Techniques: An Empirical Study on GitHub Copilot

Antonio Mastropaolo, Luca Pascarella, Emanuela Guglielmi et al. · 2023 · 112 citations

Software Maintenance, Engineering, Verification +30

Using Transfer Learning for Code-Related Tasks

Antonio Mastropaolo, Nathan Cooper, David N. Palacio et al. · IEEE Transactions on Software Engineering · 2022 · 60 citations

Artificial Intelligence, Llm Fine-tuning, Engineering +24

Using deep learning to generate complete log statements

Antonio Mastropaolo, Luca Pascarella, Gabriele Bavota · Proceedings of the 44th International Conference on Software Engineering · 2022 · 57 citations

Software Maintenance, Meaningful Logging Message, Engineering +27

Code Review Automation: Strengths and Weaknesses of the State of the Art

Rosalia Tufano, Ozren Dabić, Antonio Mastropaolo et al. · IEEE Transactions on Software Engineering · 2024 · 34 citations