Alessandro Morari

Towards Learning (Dis)-Similarity of Source Code from Program Contrasts

Understanding the functional (dis)-similarity of source code is significant for code modeling tasks such as software vulnerability and code clone detection. We present DISCO (DIS-similarity of COde), a novel self-supervised model focusing on identifying (dis)similar functionalities of source code. D…