5 papers
Temporal Adaptive Fine-Tuning for Code Comprehension
Alex Wolf, Pooja Rani, Harald C. Gall
Repository-level code comprehension question answering (QA) supports developer reasoning over functionality and usage distributed across codebases. However, repository-specialized…
Do LLMs Favor Their Providers? Measuring Vertical Integration Bias in Code Generation
Melih Catal, Alex Wolf, Tiago Ferreiro Matos +2
Large Language Models (LLMs) have become an integral part of software development, especially with the advent of agentic capabilities. Yet, many frontier LLMs are affiliated with s…
Key-Augmented Neural Triggers for Knowledge Sharing
Alex Wolf, Marco Edoardo Palma, Pooja Rani +1
Repository-level code comprehension and knowledge sharing remain core challenges in software engineering. Large language models (LLMs) have shown promise by generating explanations…
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…