416 citations · 1.4k across the 24 of their papers we have counts for
4 papers · 1 filter
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation
Benjamin Steenhoek, Michele Tufano, Neel Sundaresan +1
Software testing is a crucial aspect of software development, and the creation of high-quality tests that adhere to best practices is essential for effective maintenance. Recently,…
Predicting Code Coverage without Execution
Michele Tufano, Shubham Chandel, Anisha Agarwal +2
Code coverage is a widely used metric for quantifying the extent to which program elements, such as statements or branches, are executed during testing. Calculating code coverage i…
InferFix: End-to-End Program Repair with LLMs
Matthew Jin, Syed Shahriar, Michele Tufano +4
Software development life cycle is profoundly influenced by bugs: their introduction, identification, and eventual resolution account for a significant portion of software cost. Th…
An Empirical Investigation into the Use of Image Captioning for Automated Software Documentation
Kevin Moran, Ali Yachnes, George Purnell +5
Existing automated techniques for software documentation typically attempt to reason between two main sources of information: code and natural language. However, this reasoning pro…