SCALE: Enhancing Software Vulnerability Detection with Structured Natural Language Comment Trees

SCALE proposes a structured natural language comment tree-based framework to enhance the ability of pre-trained models in detecting software vulnerabilities by integrating code semantics and execution sequences.