Fetching the paper…
Reading the bibliography…
Due to its potential to improve programmer productivity and software quality, automated program repair has been an active topic of research.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
Earlier work this paper cites.
Bugs as inconsistent behavior: A general approach to inferring errors in systems code
Dawson R. Engler, David Yu Chen, and Andy Chou · 2001
Earlier work this paper cites.
GenProg: A Generic Method for Automatic Software Repair
Claire Le Goues, ThanhVu Nguyen, Stephanie Forrest, and Westley Weimer · 2012
Earlier work this paper cites.
Defects4j: A database of existing faults to enable controlled testing studies for java programs
René Just, Darioush Jalali, and Michael D. Ernst · 2014
Earlier work this paper cites.
The manybugs and introclass benchmarks for automated repair of c programs
C. Le Goues, N. Holtschulte, E. K. Smith, Y. Brun, P. Devanbu, S. Forrest, and W. Weimer · 2015
Earlier work this paper cites.
Learning program embeddings to propagate feedback on student code
Chris Piech, Jonathan Huang, Andy Nguyen, Mike Phulsuksombati, Mehran Sahami, and Leonidas Guibas · 2015
Earlier work this paper cites.
Neural programmer-interpreters
Scott E. Reed and Nando de Freitas · 2015
Earlier work this paper cites.
Pointer networks
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly · 2015
Earlier work this paper cites.
Convolutional neural networks over tree structures for programming language processing
Lili Mou, Ge Li, Lu Zhang, Tao Wang, and Zhi Jin · 2016
Earlier work this paper cites.
sk_p: a neural program corrector for moocs
Yewen Pu, Karthik Narasimhan, Armando Solar-Lezama, and Regina Barzilay · 2016
Cited alongside, same era.
Probabilistic model for code with decision trees
Veselin Raychev, Pavol Bielik, and Martin T. Vechev · 2016
Cited alongside, same era.
Reasoning about entailment with neural attention
Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, and Phil Blunsom · 2016
Cited alongside, same era.
Programming with ”big code”
Martin T. Vechev and Eran Yahav · 2016
Cited alongside, same era.
Learning to superoptimize programs
Rudy Bunel, Alban Desmaison, M. Pawan Kumar, Philip H. S. Torr, and Pushmeet Kohli · 2017
Cited alongside, same era.
Making neural programming architectures generalize via recursion
Jonathon Cai, Richard Shin, and Dawn Song · 2017
Cited alongside, same era.
Neuro-symbolic program synthesis
Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, and Pushmeet Kohli · 2017
Later among the works it cites.
Learning to represent programs with graphs
Miltiadis Allamanis, Marc Brockschmidt, and Mahmoud Khademi · 2018
Later among the works it cites.
Neuro-symbolic program corrector for introductory programming assignments
Sahil Bhatia, Pushmeet Kohli, and Rishabh Singh · 2018
Later among the works it cites.
Automatic software repair: A survey
L. Gazzola, D. Micucci, and L. Mariani · 2018
Later among the works it cites.
Automatic software repair: A bibliography
Martin Monperrus · 2018
Later among the works it cites.
Do automated program repair techniques repair hard and important bugs?
Manish Motwani, Sandhya Sankaranarayanan, René Just, and Yuriy Brun · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Robustfill: Neural program learning under noisy I/O
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, and Pushmeet Kohli · 2017
Cited alongside, same era.
Neural Message Passing for Quantum Chemistry
Justin Gilmer, Samuel S Schoenholz, Patrick F Riley, Oriol Vinyals, and George E Dahl · 2017
Cited alongside, same era.
Deepfix: Fixing common C language errors by deep learning
Rahul Gupta, Soham Pal, Aditya Kanade, and Shirish K. Shevade · 2017
Cited alongside, same era.
Semantic code repair using neuro-symbolic transformation networks
Jacob Devlin, Jonathan Uesato, Rishabh Singh, and Pushmeet Kohli
Cited in the paper.
Deepbugs: a learning approach to name-based bug detection
Michael Pradel and Koushik Sen · 2018
Later among the works it cites.
Dynamic neural program embedding for program repair
Ke Wang, Rishabh Singh, and Zhendong Su · 2018
Later among the works it cites.