Automatic Code Summarization via ChatGPT: How Far Are We?

May 22, 2023ยท
Weisong Sun
,
Chunrong Fang
,
Yuchen You
,
Yiming Miao
,
Yi Liu
,
Yuekang Li
Gelei Deng
Gelei Deng
,
Sheng Huang
,
Yucen Chen
ยท 1 min read
Abstract
ChatGPT has demonstrated impressive capabilities across various tasks. This work evaluates ChatGPT’s ability to automatically generate code summaries, comparing its performance against traditional approaches and identifying strengths and limitations in different programming contexts.
Type
Publication
arXiv preprint arXiv:2305.12865

This work provides an empirical evaluation of ChatGPT for automatic code summarization, assessing its capabilities and comparing against existing approaches.