2 papers
cs.SE2026
SOSecure: Safer Code Generation with RAG and StackOverflow Discussions
Manisha Mukherjee, Vincent J. Hellendoorn
Large Language Models (LLMs) are widely used for automated code generation. Their reliance on infrequently updated pretraining data leaves them unaware of newly discovered vulnerab…
cs.CL2025
Skill over Scale: The Case for Medium, Domain-Specific Models for SE
Manisha Mukherjee, Vincent J. Hellendoorn
Recent advancements in AI have sparked a trend in constructing large, generalist language models that handle a multitude of tasks, including many code-related ones. While these mod…