Massimiliano Di Penta
- An Empirical Study on Learning Bug-Fixing Patches in the Wild via Neural\n Machine Translation
2018/12/20 by Michele Tufano, Cody Watson, Tufano, Michele +9 · 20 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
- An Empirical Study on Learning Bug-Fixing Patches in the Wild via Neural Machine Translation
2019/09/02 by Michele Tufano, Cody Watson, Gabriele Bavota +3 · 19 citations
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Evaluating Code Summarization Techniques: A New Metric and an Empirical Characterization
2023/12/24 by Antonio Mastropaolo, Mastropaolo, Antonio, Matteo Ciniselli +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
- Improving Multi-Objective Test Case Selection by Injecting Diversity in Genetic Algorithms
2014/10/27 by Annibale Panichella, Rocco Oliveto, Massimiliano Di Penta +1 · 3 citations
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #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
- Learning How to Mutate Source Code from Bug-Fixes
2018/12/27 by Michele Tufano, Cody Watson, Tufano, Michele +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- An Empirical Analysis of Machine Learning Model and Dataset Documentation, Supply Chain, and Licensing Challenges on Hugging Face
2025/02/06 by Trevor Stalnaker, Stalnaker, Trevor, Nathan Wintersgill +11 · 3 citations
Engineering · #Digital Transformation in Industry #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms #Software Engineering (cs.SE)
- Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?
2023/04/20 by Phuong T. Nguyen, Nguyen, Phuong T., Riccardo Rubei +9 · 1 citation
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Open Source Software Innovations
- Is this Snippet Written by ChatGPT? An Empirical Study with a CodeBERT-Based Classifier
2023/07/18 by Phuong T. Nguyen, Nguyen, Phuong T., Juri Di Rocco +9 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
- 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)
- AIGen: Automating AI Bill of Materials Generation Through Hybrid MLOps Integration
2026/07/29 by Federica Pepe, Daniele Bifolco, Costantino Martignetti +4
Computer Science · #cs.LG