39 citations · 70 across the 10 of their papers we have counts for
10 papers
On-the-Fly Syntax Highlighting: Generalisation and Speed-ups
Marco Edoardo Palma, Alex Wolf, Pasquale Salza +1
On-the-fly syntax highlighting is the task of rapidly associating visual secondary notation values with each character of a language derivation. Research in this domain is driven b…
Trustworthy Distributed Certification of Program Execution
Alex Wolf, Marco Edoardo Palma, Pasquale Salza +1
Verifying the execution of a program is complicated and often limited by the inability to validate the code's correctness. It is a crucial aspect of scientific research, where it i…
Continuous Deep Learning: A Workflow to Bring Models into Production
Janosch Baltensperger, Pasquale Salza, Harald C. Gall
Researchers have been highly active to investigate the classical machine learning workflow and integrate best practices from the software engineering lifecycle. However, deep learn…
Synthetic End-User Testing: Modeling Realistic Agents Based on Behavioral Examples
Pasquale Salza, Marco Edoardo Palma, Harald C. Gall
For software interacting directly with real-world end-users, it is common practice to script scenario tests validating the system's compliance with a number of its features. Howeve…
On-the-Fly Syntax Highlighting using Neural Networks
Marco Edoardo Palma, Pasquale Salza, Harald C. Gall
With the presence of online collaborative tools for software developers, source code is shared and consulted frequently, from code viewers to merge requests and code snippets. Typi…
Assemble Foundation Models for Automatic Code Summarization
Jian Gu, Pasquale Salza, Harald C. Gall
Automatic code summarization is beneficial to daily software development since it could help reduce the requirement of manual writing. Currently, artificial intelligence is undergo…
APIzation: Generating Reusable APIs from StackOverflow Code Snippets
Valerio Terragni, Pasquale Salza
Developer forums like StackOverflow have become essential resources to modern software development practices. However, many code snippets lack a well-defined method declaration, an…
On the Effectiveness of Transfer Learning for Code Search
Pasquale Salza, Christoph Schwizer, Jian Gu +1
The Transformer architecture and transfer learning have marked a quantum leap in natural language processing, improving the state of the art across a range of text-based tasks. Thi…
An Approach for Parallel Genetic Algorithms in the Cloud using Software Containers
Pasquale Salza, Filomena Ferrucci
Genetic Algorithms (GAs) are a powerful technique to address hard optimisation problems. However, scalability issues might prevent them from being applied to real-world problems. E…
A Framework for Genetic Algorithms Based on Hadoop
Filomena Ferrucci, M-Tahar Kechadi, Pasquale Salza +1
Genetic Algorithms (GAs) are powerful metaheuristic techniques mostly used in many real-world applications. The sequential execution of GAs requires considerable computational powe…