Most widely cited AI coding benchmarks, including the original SWE-bench, were built primarily around Python repositories, meaning headline performance results may not accurately predict how coding ag ...

Abstract: It is a well-known fact that the performance of deep learning models deteriorates when they encounter a distribution shift at test time. Test-time adaptation (TTA) algorithms have been ...

Raphael Gomes experiments with strange internet food hacks that claim to fix broken household objects. Culkin and Song mark nine years as Swift, Kelce cancel reception Oil prices face fresh wave of ...

Abstract: In industrial control systems, the generation and verification of Programmable Logic Controller (PLC) code are crucial for ensuring operational efficiency and safety. While Large Language ...