3 papers
cs.SE2026
LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models
Daniele Cipollone, Sergey Titov, Maliheh Izadi +2
Large software projects often depend on older versions of libraries, even as APIs continue to evolve across releases. This creates a challenge for LLMs: they must maintain knowledg…
cs.SE2025
Does In-IDE Calibration of Large Language Models work at Scale?
Roham Koohestani, Agnia Sergeyuk, David Gros +4
The introduction of large language models into integrated development environments (IDEs) is revolutionizing software engineering, yet it poses challenges to the usefulness and rel…
cs.SE2025
A Multi-agent Onboarding Assistant based on Large Language Models, Retrieval Augmented Generation, and Chain-of-Thought
Andrei Cristian Ionescu, Sergey Titov, Maliheh Izadi
Effective onboarding in software engineering is crucial but difficult due to the fast-paced evolution of technologies. Traditional methods, like exploration and workshops, are cost…