Retrieval-augmented source code summarization

• Main Author: Tan, Jia Qing
• Other Authors: Liu Yang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Software::Programming languages; Engineering::Computer science and engineering::Software::Software engineering
• Online Access: https://hdl.handle.net/10356/165901
• Institution: Nanyang Technological University

The goal of automatic source code summarization is to create brief descriptions using natural language, which are based on code snippets, in order to improve the workflow of software development. This task is challenging because of the difficulty in matching highly structured source code to unstruct...