Antonio Mastropaolo
- Using Pre-Trained Models to Boost Code Review Automation
2022/01/18 by Rosalia Tufano, Simone Masiero, Tufano, Rosalia +9 · 27 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- On the Robustness of Code Generation Techniques: An Empirical Study on GitHub Copilot
2023/02/01 by Antonio Mastropaolo, Mastropaolo, Antonio, Luca Pascarella +11 · 23 citations
Computer Science · #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- Studying the Usage of Text-To-Text Transfer Transformer to Support\n Code-Related Tasks
2021/02/03 by Antonio Mastropaolo, Simone Scalabrino, Mastropaolo, Antonio +11 · 10 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Using Deep Learning to Generate Complete Log Statements
2022/01/13 by Antonio Mastropaolo, Luca Pascarella, Mastropaolo, Antonio +3 · 11 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- Code Review Automation: Strengths and Weaknesses of the State of the Art
2024/01/10 by Rosalia Tufano, Tufano, Rosalia, Ozren Dabić +7 · 11 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- Evaluating Code Summarization Techniques: A New Metric and an Empirical Characterization
2023/12/24 by Antonio Mastropaolo, Matteo Ciniselli, Mastropaolo, Antonio +5 · 11 citations
Computer Science · #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Using Transfer Learning for Code-Related Tasks
2022/06/17 by Antonio Mastropaolo, Nathan Cooper, Mastropaolo, Antonio +11 · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Text Readability and Simplification #Topic Modeling
- Automatically Generating Dockerfiles via Deep Learning: Challenges and Promises
2023/03/28 by Giovanni Rosa, Rosa, Giovanni, Antonio Mastropaolo +7 · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Toward Automatically Completing GitHub Workflows
2023/08/31 by Antonio Mastropaolo, Mastropaolo, Antonio, Fiorella Zampetti +5 · 3 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We?
2023/08/17 by Antonio Mastropaolo, Mastropaolo, Antonio, Massimiliano Di Penta +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Automated Variable Renaming: Are We There Yet?
2022/12/12 by Antonio Mastropaolo, Mastropaolo, Antonio, Emad Aghajani +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Resource-Efficient & Effective Code Summarization
2025/02/05 by Saima Afrin, Joseph Call, Afrin, Saima +7 · 4 citations
Computer Science · #Advanced Database Systems and Queries #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Web Data Mining and Analysis
- How the Training Procedure Impacts the Performance of Deep Learning-based Vulnerability Patching
2024/04/27 by Antonio Mastropaolo, Vittoria Nardone, Mastropaolo, Antonio +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #FOS: Computer and information sciences #Network Security and Intrusion Detection #Software Engineering (cs.SE)
- Is Quantization a Deal-breaker? Empirical Insights from Large Code Models
2025/07/13 by Saima Afrin, Afrin, Saima, Bowen Xu +3 · 3 citations
Social Sciences · #FOS: Computer and information sciences #Media Influence and Politics #Software Engineering (cs.SE)
- Pattern over Pixels: Measuring Pattern Completion Bias in Multimodal Code Generation
2026/08/04 by Khai-Nguyen Nguyen, Oscar Chaparro, Antonio Mastropaolo
Computer Science · #cs.AI #cs.CV #cs.SE