GPT-3-Powered Type Error Debugging: Investigating the Use of Large Language Models for Code Repair-Reference-Cited by-同舟云学术

GPT-3-Powered Type Error Debugging: Investigating the Use of Large Language Models for Code Repair

Published:2023-10-23 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 16th ACM SIGPLAN International Conference on Software Language Engineering
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Author:

Ribeiro Francisco¹,de Macedo José Nuno Castro¹,Tsushima Kanae²,Abreu Rui³,Saraiva João¹

Affiliation:

1. HASLab/INESC TEC, Braga, Portugal / University of Minho, Braga, Portugal

2. National Institute of Informatics, Tokyo, Japan / Sokendai University, Braga, Japan

3. INESC-ID, Porto, Portugal / University of Porto, Porto, Portugal

Funder

Fundação para a Ciência e a Tecnologia

Haslab/INESC TEC

Publisher

ACM

Reference53 articles.

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4. 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. CoRR, abs/2005.14165 ( 2020 ), arXiv:2005.14165. arxiv:2005.14165 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. CoRR, abs/2005.14165 (2020), arXiv:2005.14165. arxiv:2005.14165

5. GZoltar: an eclipse plug-in for testing and debugging

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1. Large Language Models for Automated Program Repair;Companion Proceedings of the 2023 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity;2023-10-22