Do LMs Know What Variables Do? Interpreting Code Representations via Variable Roles

Célian Vasson, Daniil Ognev, Kentaro Inui +1

Variable roles describe recurring behaviors such as accumulation, traversal, and retaining the best candidate encountered. We use Sajaniemi's independently defined taxonomy to stud…