Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection

Benjamin Steenhoek, Md Mahbubur Rahman, Shaila Sharmin +1

Recently, pretrained language models have shown state-of-the-art performance on the vulnerability detection task. These models are pretrained on a large corpus of source code, then…