Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study

Author:

Guo Qi1ORCID,Cao Junming2ORCID,Xie Xiaofei3ORCID,Liu Shangqing4ORCID,Li Xiaohong1ORCID,Chen Bihuan2ORCID,Peng Xin2ORCID

Affiliation:

1. Tianjin University, Tianjin, China

2. Fudan University, Shanghai, China

3. Singapore Management University, Singapore, Singapore

4. Nanyang Technological University, Singapore, Singapore

Publisher

ACM

Reference45 articles.

1. Fatih Kadir Akin. 2023. Awesome Chatgpt Prompts. https://github.com/f/awesome-chatgpt-prompts.

2. Learning Autocompletion from Real-World Datasets

3. Impact of Peer Code Review on Peer Impression Formation: A Survey

4. Characteristics of Useful Code Reviews: An Empirical Study at Microsoft

5. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arXiv:2005.14165 [cs.CL]

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