Theo Olausson

The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations?

While language models are increasingly more proficient at code generation, they still frequently generate incorrect programs. Many of these programs are obviously wrong, but others are more subtle and pass weaker correctness checks such as being able to compile. In this work, we focus on these count…