Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair

Author:

Wei Yuxiang1,Xia Chunqiu Steven1,Zhang Lingming1

Affiliation:

1. University of Illinois at Urbana-Champaign, Urbana, USA

Funder

NSF (National Science Foundation)

Kwai Inc.

Publisher

ACM

Reference74 articles.

1. 2023. Eclipse JDT LS. https://projects.eclipse.org/projects/eclipse.jdt.ls 2023. Eclipse JDT LS. https://projects.eclipse.org/projects/eclipse.jdt.ls

2. Armen Aghajanyan , Bernie Huang , Candace Ross , Vladimir Karpukhin , Hu Xu , Naman Goyal , Dmytro Okhonko , Mandar Joshi , Gargi Ghosh , Mike Lewis , and Luke Zettlemoyer . 2022. CM3: A Causal Masked Multimodal Model of the Internet. CoRR, abs/2201.07520 ( 2022 ), arXiv:2201.07520. arxiv:2201.07520 Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, and Luke Zettlemoyer. 2022. CM3: A Causal Masked Multimodal Model of the Internet. CoRR, abs/2201.07520 (2022), arXiv:2201.07520. arxiv:2201.07520

3. Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. arxiv:2103.06333. Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. arxiv:2103.06333.

4. Jacob Austin , Augustus Odena , Maxwell I. Nye , Maarten Bosma , Henryk Michalewski , David Dohan , Ellen Jiang , Carrie J. Cai , Michael Terry , Quoc V. Le , and Charles Sutton . 2021. Program Synthesis with Large Language Models. CoRR, abs/2108.07732 ( 2021 ), arXiv:2108.07732. arxiv:2108.07732 Jacob Austin, Augustus Odena, Maxwell I. Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, and Charles Sutton. 2021. Program Synthesis with Large Language Models. CoRR, abs/2108.07732 (2021), arXiv:2108.07732. arxiv:2108.07732

5. Grounded Copilot: How Programmers Interact with Code-Generating Models

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