Author

Leonardo Mariani

h-index 6 View on Semantic Scholar

We have 2 of 33 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access 2026

PR4Code: A Pull Requests Dataset for AI Code Generation

This paper introduces PR4Code, a dataset of 4,508 Java and 8,831 Python curated Pull Requests collected from GitHub, each enriched with metadata, commit histories, and detailed code changes, revealing substantial variability in PR structure, commit granularity, and textual content.

Benedetta Donato, Leonardo Mariani, D. Micucci et al. · IEEE Access · 0 citations

Preprint Aug 2026

Generation of Web Apps with Agentic IDEs: An Empirical Assessment

A rigorous comparative analysis of three popular agentic IDEs in the generation of five full-stack Web applications from scratch shows that Agentic IDEs cannot replace developers but shift their role toward building software by orchestrating LLM-based agents through natural-language instructions and iterative refinemen...

Manuel Marceca, Maria Teresa Rossi, Leonardo Mariani · 0 citations