Junyan Cheng

GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization

2021 · arXiv (Cornell University)

As opposed to natural languages, source code understanding is influenced by grammatical relationships between tokens regardless of their identifier name. Graph representations of source code such as Abstract Syntax Tree (AST) can capture relationships between …