Abstract: In this paper, we propose to present program code forms as XML and developed associated XML definition (DTD). The XML representations include Grammar, Token Stream and Abstract Syntax Tree ...

Program semantics learning is the core and fundamental for various code intelligent tasks e.g., vulnerability detection, clone detection. A considerable amount of existing works propose diverse ...