Xinxin Yu

DSCode Comparator: An Interactive Interface for Comparing Models and Evaluating Code for Data Science Tasks

Code-generating models are increasingly used to support data science tasks. Yet reviewing their outputs, both to understand how the code works and to assess its quality, remains largely manual and time-consuming. Instead of eliminating effort, these models shift the burden from writing code to verifying it. Complicati…