Retrieval-augmented generation for code summarization via hybrid GNN

• Main Authors: LIU, Shangqing, CHEN, Yu, XIE, Xiaofei, SIOW, Jingkai, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Programming Languages and Compilers; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7090; https://ink.library.smu.edu.sg/context/sis_research/article/8093/viewcontent/2006.05405.pdf
• Institution: Singapore Management University

Source code summarization aims to generate natural language summaries from structured code snippets for better understanding code functionalities. However, automatic code summarization is challenging due to the complexity of the source code and the language gap between the source code and natural la...