2 citations · 3 across the 4 of their papers we have counts for
4 papers
Does Model Size Matter? A Comparison of Small and Large Language Models for Requirements Classification
Mohammad Amin Zadenoori, Vincenzo De Martino, Jacek Dabrowski +2
[Context and motivation] Large language models (LLMs) show notable results in natural language processing (NLP) tasks for requirements engineering (RE). However, their use is compr…
A First Look at the Lifecycle of DL-Specific Self-Admitted Technical Debt
Gilberto Recupito, Vincenzo De Martino, Dario Di Nucci +1
The rapid adoption of Deep Learning (DL)-enabled systems has revolutionized software development, driving innovation across various domains. However, these systems also introduce u…
Green Prompt Engineering: Investigating the Energy Impact of Prompt Design in Software Engineering
Vincenzo De Martino, Mohammad Amin Zadenoori, Xavier Franch +1
Language Models are increasingly applied in software engineering, yet their inference raises growing environmental concerns. Prior work has examined hardware choices and prompt len…
Do Developers Adopt Green Architectural Tactics for ML-Enabled Systems? A Mining Software Repository Study
Vincenzo De Martino, Silverio Martínez-Fernández, Fabio Palomba
As machine learning (ML) and artificial intelligence (AI) technologies become more widespread, concerns about their environmental impact are increasing due to the resource-intensiv…