Fetching the paper…
Reading the bibliography…
Automated Program Repair (APR) can help developers automatically generate patches for bugs.
Fine-tuning language models from human preferences, 2019
Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B. Brown, Alec Radford, Dario Amodei, Paul Christiano, and Geoffrey Irving · 1909
Earlier work this paper cites.
Codebert: A pre-trained model for programming and natural languages, 2020
Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, and Ming Zhou · 2002
Earlier work this paper cites.
Language models are few-shot learners, 2020
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 · 2005
Earlier work this paper cites.
Quixbugs: A multi-lingual program repair benchmark set based on the quixey challenge
Derrick Lin, James Koppel, Angela Chen, and Armando Solar-Lezama · 2017
Earlier work this paper cites.
Report: Software failure caused $1.7 trillion in financial losses in 2017
Scott Matteson · 2017
Earlier work this paper cites.
The debugging mindset
Devon H. O’Dell · 2017
Earlier work this paper cites.
Proximal policy optimization algorithms, 2017
John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, and Oleg Klimov · 2017
Earlier work this paper cites.
Automatic software repair: A survey
Luca Gazzola, Daniela Micucci, and Leonardo Mariani · 2019
Earlier work this paper cites.
Practical program repair via bytecode mutation
Ali Ghanbari, Samuel Benton, and Lingming Zhang · 2019
Earlier work this paper cites.
Investigators have reportedly found more evidence that could connect the ethiopian boeing 737 max crash to a deadly accident five months before
Mary Hanbury · 2019
Earlier work this paper cites.
Tbar: Revisiting template-based automated program repair
Kui Liu, Anil Koyuncu, Dongsun Kim, and Tegawendé F. Bissyandé · 2019
Earlier work this paper cites.
The pile: An 800gb dataset of diverse text for language modeling
Leo Gao, Stella Biderman, Sid Black, Laurence Golding, Travis Hoppe, Charles Foster, Jason Phang, Horace He, Anish Thite, Noa Nabeshima, et al · 2020
Cited alongside, same era.
Can automated program repair refine fault localization? a unified debugging approach
Yiling Lou, Ali Ghanbari, Xia Li, Lingming Zhang, Haotian Zhang, Dan Hao, and Lu Zhang · 2020
Cited alongside, same era.
Program synthesis with large language models, 2021
Jacob Austin, Augustus Odena, Maxwell Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie Cai, Michael Terry, Quoc Le, and Charles Sutton · 2021
Cited alongside, same era.
Evaluating large language models trained on code, 2021
Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri 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, Josh 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 · 2021
Hugging face, 2022
HuggingFace · 2022
Later among the works it cites.
Patch generation with language models: Feasibility and scaling behavior
Sophia D Kolak, Ruben Martins, Claire Le Goues, and Vincent Josua Hellendoorn · 2022
Later among the works it cites.
Codegen: An open large language model for code with multi-turn program synthesis, 2022
Erik Nijkamp, Bo Pang, Hiroaki Hayashi, Lifu Tu, Huan Wang, Yingbo Zhou, Silvio Savarese, and Caiming Xiong · 2022
Later among the works it cites.
Does chatgpt remember what happened earlier in the conversation?
OpenAI · 2022
Later among the works it cites.
Can openai’s codex fix bugs?: An evaluation on quixbugs
Julian Aron Prenner, Hlib Babii, and Romain Robbes · 2022
Later among the works it cites.
Chatgpt: Optimizing language models for dialogue
John Schulman, Barret Zoph, Jacob Hilton Christina Kim, Jacob Menick, Jiayi Weng, Juan Felipe Ceron Uribe, Liam Fedus, Luke Metz, Michael Pokorny, Rapha Gontijo Lopes, Shengjia Zhao, Arun Vijayvergiya, Eric Sigler, Adam Perelman, Chelsea Voss, Mike Heaton, Joel Parish, Dave Cummings, Rajeev Nayak, Valerie Balcom, David Schnurr, Tomer Kaftan, Chris Hallacy, Nicholas Turley, Noah Deutsch, Vik Goel, Jonathan Ward, Aris Konstantinidis, Wojciech Zaremba, Long Ouyang, Leonard Bogdonoff, Joshua Gross, David Medina, Sarah Yoo, Teddy Lee, Ryan Lowe, Dan Mossing, Joost Huizinga, Roger Jiang, Carroll Wainwright, Diogo Almeida, Steph Lin, Marvin Zhang, Kai Xiao, Katarina Slama, Steven Bills, Alex Gray, Jan Leike, Jakub Pachocki, Phil Tillet, Shantanu Jain, Greg Brockman, and Nick Ryder · 2022
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Deepdebug: Fixing python bugs using stack traces, backtranslation, and code skeletons, 2021
Dawn Drain, Colin B. Clement, Guillermo Serrato, and Neel Sundaresan · 2021
Cited alongside, same era.
Cure: Code-aware neural machine translation for automatic program repair
Nan Jiang, Thibaud Lutellier, and Lin Tan · 2021
Cited alongside, same era.
Show your work: Scratchpads for intermediate computation with language models, 2021
Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari, Henryk Michalewski, Jacob Austin, David Bieber, David Dohan, Aitor Lewkowycz, Maarten Bosma, David Luan, Charles Sutton, and Augustus Odena · 2021
Cited alongside, same era.
A syntax-guided edit decoder for neural program repair
Qihao Zhu, Zeyu Sun, Yuan-an Xiao, Wenjie Zhang, Kang Yuan, Yingfei Xiong, and Lu Zhang · 2021
Cited alongside, same era.
Bigquery github repos, 2022
BigQuery · 2022
Cited alongside, same era.
Wenhu Chen, Xueguang Ma, Xinyi Wang, and William W. Cohen · 2022
Cited alongside, same era.
Later among the works it cites.
Chain-of-thought prompting elicits reasoning in large language models, 2022
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou · 2022
Later among the works it cites.
Chunqiu Steven Xia and Lingming Zhang · 2022
Later among the works it cites.
Practical program repair in the era of large pre-trained language models, 2022
Chunqiu Steven Xia, Yuxiang Wei, and Lingming Zhang · 2022
Later among the works it cites.
Neural program repair with execution-based backpropagation
He Ye, Matias Martinez, and Martin Monperrus · 2022
Later among the works it cites.