Resolving Code Review Comments with Machine Learning-Reference-Cited by-同舟云学术

Resolving Code Review Comments with Machine Learning

Published:2024-04-14 Issue: Volume:24 Page:204-215
ISSN:
Container-title:Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice
language:
Short-container-title:

Author:

Froemmgen Alexander¹^ORCID,Austin Jacob¹^ORCID,Choy Peter¹^ORCID,Ghelani Nimesh¹^ORCID,Kharatyan Lera¹^ORCID,Surita Gabriela¹^ORCID,Khrapko Elena¹^ORCID,Lamblin Pascal¹^ORCID,Manzagol Pierre-Antoine¹^ORCID,Revaj Marcus¹^ORCID,Tabachnyk Maxim¹^ORCID,Tarlow Daniel¹^ORCID,Villela Kevin¹^ORCID,Zheng Daniel¹^ORCID,Chandra Satish¹^ORCID,Maniatis Petros¹^ORCID

Affiliation:

1. Google, Mountain View, California, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3639477.3639746

Reference27 articles.

1. Johannes Bader, Andrew Scott, Michael Pradel, and Satish Chandra. Getafix: Learning to fix bugs automatically. Proc. ACM Program. Lang., 3(OOPSLA), oct 2019.

2. Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Ponde de Oliveira Pinto Jared Kaplan Harrison Edwards Yuri Burda Nicholas Joseph Greg Brockman Alex Ray Raul Puri Gretchen Krueger Michael Petrov Heidy Khlaaf Girish Sastry Pamela Mishkin Brooke Chan Scott Gray Nick Ryder Mikhail Pavlov Alethea Power Lukasz Kaiser Mohammad Bavarian Clemens Winter Philippe Tillet Felipe Petroski Such Dave Cummings Matthias Plappert Fotios Chantzis Elizabeth Barnes Ariel Herbert-Voss William Hebgen Guss Alex Nichol Alex Paino Nikolas Tezak Jie Tang Igor Babuschkin Suchir Balaji Shantanu Jain William Saunders Christopher Hesse Andrew N. Carr Jan Leike Joshua Achiam Vedant Misra Evan Morikawa Alec Radford Matthew Knight Miles Brundage Mira Murati Katie Mayer Peter Welinder Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever and Wojciech Zaremba. Evaluating large language models trained on code. CoRR abs/2107.03374 2021.

3. Zimin Chen, Vincent J Hellendoorn, Petros Maniatis, Pascal Lamblin, Pierre-Antoine Manzagol, Danny Tarlow, and Subhodeep Moitra. PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair. In Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), 2021.

4. Scaling language modeling with Pathways;Chowdhery Aakanksha;Journal of Machine Learning Research,2023

5. Alexander Frömmgen and Lera Kharatyan. Resolving code review comments with ML. Google Research AI Blog, May 2023. https://blog.research.google/2023/05/resolving-code-review-comments-with-ml.html.