Neural Program Repair by Jointly Learning to Localize and Repair

3 April 2019

Papers citing "Neural Program Repair by Jointly Learning to Localize and Repair"

46 / 46 papers shown

Title
Gradient-Based Program Repair: Fixing Bugs in Continuous Program Spaces André Silva Gustav Thorén Martin Monperrus 68 0 0 23 May 2025
SoK: Towards Effective Automated Vulnerability Repair Ying Li Faysal hossain shezan Bomin wei Gang Wang Yuan Tian 201 2 0 31 Jan 2025
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 124 112 0 11 Sep 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 85 0 0 23 Mar 2023
Improving Automated Program Repair with Domain Adaptation Armin Zirak Hadi Hemmati 62 11 0 21 Dec 2022
JEMMA: An Extensible Java Dataset for ML4Code Applications Anjan Karmakar Miltiadis Allamanis Romain Robbes VLM 55 3 0 18 Dec 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 Nghi D. Q. Bui Yue Wang Steven C. H. Hoi 60 17 0 27 Nov 2022
Infrared: A Meta Bug Detector Chi Zhang Yu Wang Linzhang Wang 58 1 0 18 Sep 2022
Learning Program Representations with a Tree-Structured Transformer Wenhan Wang Kechi Zhang Ge Li Shangqing Liu Anran Li Zhi Jin Yang Liu 69 5 0 18 Aug 2022
Neurosymbolic Repair for Low-Code Formula Languages Rohan Bavishi Harshit Joshi José Pablo Cambronero Sánchez Anna Fariha Sumit Gulwani Vu Le Ivan Radicek A. Tiwari 62 13 0 24 Jul 2022
What does Transformer learn about source code? Kechi Zhang Ge Li Zhi Jin ViT 90 8 0 18 Jul 2022
Can we learn from developer mistakes? Learning to localize and repair real bugs from real bug fixes Cedric Richter Heike Wehrheim 53 8 0 01 Jul 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 107 50 0 24 May 2022
AdaptivePaste: Code Adaptation through Learning Semantics-aware Variable Usage Representations Xiaoyu Liu Jinu Jang Neel Sundaresan Miltiadis Allamanis Alexey Svyatkovskiy 71 2 0 23 May 2022
A Survey of Deep Learning Models for Structural Code Understanding Ruoting Wu Yuxin Zhang Qibiao Peng Liang Chen Zibin Zheng 83 7 0 03 May 2022
On Distribution Shift in Learning-based Bug Detectors Jingxuan He Luca Beurer-Kellner Martin Vechev 62 19 0 21 Apr 2022
Example-based Synthesis of Static Analysis Rules P. Garg Srinivasan H. Sengamedu 20 1 0 19 Apr 2022
Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar Yaojie Hu Xingjian Shi Qiang Zhou Lee Pike KELM 75 13 0 13 Apr 2022
Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions David Bieber Rishab Goel Daniel Zheng Hugo Larochelle Daniel Tarlow 62 15 0 07 Mar 2022
Neural Program Repair: Systems, Challenges and Solutions Wenkang Zhong Chuanyi Li Jidong Ge B. Luo 69 13 0 22 Feb 2022
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 83 65 0 18 Oct 2021
Jointly Learning to Repair Code and Generate Commit Message Jiaqi Bai Long Zhou Ambrosio Blanco Shujie Liu Furu Wei Ming Zhou Zhoujun Li 46 4 0 25 Sep 2021
DeepMutants: Training neural bug detectors with contextual mutations Cedric Richter Heike Wehrheim 93 3 0 14 Jul 2021
Break-It-Fix-It: Unsupervised Learning for Program Repair Michihiro Yasunaga Percy Liang 116 109 0 11 Jun 2021
Understanding Neural Code Intelligence Through Program Simplification Md Rafiqul Islam Rabin Vincent J. Hellendoorn Mohammad Amin Alipour AAML 103 61 0 07 Jun 2021
Self-Supervised Bug Detection and Repair Miltiadis Allamanis Henry Jackson-Flux Marc Brockschmidt 131 107 0 26 May 2021
Perfection Not Required? Human-AI Partnerships in Code Translation Justin D. Weisz Michael J. Muller Stephanie Houde John T. Richards Steven I. Ross Fernando Martinez Mayank Agarwal Kartik Talamadupula 72 131 0 08 Apr 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 309 1,452 0 14 Dec 2020
On the Embeddings of Variables in Recurrent Neural Networks for Source Code Nadezhda Chirkova 26 0 0 23 Oct 2020
Patching as Translation: the Data and the Metaphor Yangruibo Ding Baishakhi Ray Prem Devanbu Vincent Hellendoorn 189 67 0 24 Aug 2020
Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis Kavi Gupta Peter Ebert Christensen Xinyun Chen Basel Alomair NAI 78 53 0 16 Jul 2020
Learning Graph Structure With A Finite-State Automaton Layer Daniel D. Johnson Hugo Larochelle Daniel Tarlow GNN AI4CE 77 17 0 09 Jul 2020
Exploring Software Naturalness through Neural Language Models Luca Buratti Saurabh Pujar Mihaela A. Bornea Scott McCarley Yunhui Zheng ... Alessandro Morari Jim Laredo Veronika Thost Yufan Zhuang Giacomo Domeniconi 86 98 0 22 Jun 2020
MACER: A Modular Framework for Accelerated Compilation Error Repair Darshak Chhatbar Umair Z. Ahmed Purushottam Kar 44 13 0 28 May 2020
A Structural Model for Contextual Code Changes Shaked Brody Uri Alon Eran Yahav KELM 99 7 0 27 May 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga Percy Liang LRM 127 176 0 20 May 2020
Learning Semantic Program Embeddings with Graph Interval Neural Network Yu Wang Fengjuan Gao Linzhang Wang Ke Wang GNN 108 63 0 18 May 2020
Typilus: Neural Type Hints Miltiadis Allamanis Earl T. Barr Soline Ducousso Zheng Gao 140 134 0 06 Apr 2020
Code Prediction by Feeding Trees to Transformers Seohyun Kim Jinman Zhao Yuchi Tian S. Chandra 140 220 0 30 Mar 2020
Semantic Robustness of Models of Source Code Goutham Ramakrishnan Jordan Henkel Zi Wang Aws Albarghouthi S. Jha Thomas W. Reps SILM AAML 109 98 0 07 Feb 2020
Learning and Evaluating Contextual Embedding of Source Code Aditya Kanade Petros Maniatis Gogul Balakrishnan Kensen Shi ELM 87 77 0 21 Dec 2019
Learning to Fix Build Errors with Graph2Diff Neural Networks Daniel Tarlow Subhodeep Moitra Andrew Rice Zimin Chen Pierre-Antoine Manzagol Charles Sutton E. Aftandilian GNN 124 65 0 04 Nov 2019
SPoC: Search-based Pseudocode to Code Sumith Kulal Panupong Pasupat Kartik Chandra Mina Lee Oded Padon A. Aiken Percy Liang 79 231 0 12 Jun 2019
Neural Bug Finding: A Study of Opportunities and Challenges Andrew Habib Michael Pradel 44 18 0 01 Jun 2019
Deep Learning for Bug-Localization in Student Programs Rahul Gupta Aditya Kanade S. Shevade 31 4 0 28 May 2019
Open Vocabulary Learning on Source Code with a Graph-Structured Cache Milan Cvitkovic Badal Singh Anima Anandkumar 71 50 0 18 Oct 2018