Dynamic Neural Program Embedding for Program Repair

20 November 2017

Papers citing "Dynamic Neural Program Embedding for Program Repair"

22 / 22 papers shown

Title
Learning Generalizable Program and Architecture Representations for Performance Modeling Lingda Li T. Flynn A. Hoisie 26 1 0 25 Oct 2023
Is Self-Repair a Silver Bullet for Code Generation? Theo X. Olausson J. Inala Chenglong Wang Jianfeng Gao Armando Solar-Lezama LRM 26 108 0 16 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 24 32 0 05 Jun 2023
RunBugRun -- An Executable Dataset for Automated Program Repair Julian Aron Prenner Romain Robbes 38 11 0 03 Apr 2023
Repairing Bugs in Python Assignments Using Large Language Models Jialu Zhang J. Cambronero Sumit Gulwani Vu Le R. Piskac Gustavo Soares Gust Verbruggen KELM 30 53 0 29 Sep 2022
Test2Vec: An Execution Trace Embedding for Test Case Prioritization E. Jabbar Soheila Zangeneh Hadi Hemmati R. Feldt 43 5 0 28 Jun 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition Rishab Sharma Fuxiang Chen Fatemeh H. Fard 42 2 0 05 Apr 2022
Learning to Synthesize Programs as Interpretable and Generalizable Policies Dweep Trivedi Jesse Zhang Shao-Hua Sun Joseph J. Lim NAI 24 72 0 31 Aug 2021
Predicting Patch Correctness Based on the Similarity of Failing Test Cases Haoye Tian Yinghua Li Weiguo Pian Abdoul Kader Kaboré Kui Liu Andrew Habib Jacques Klein Tegawende F. Bissyande 31 29 0 28 Jul 2021
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages Baptiste Roziere Marie-Anne Lachaux Marc Szafraniec Guillaume Lample AI4CE 52 137 0 15 Feb 2021
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations Md Rafiqul Islam Rabin Nghi D. Q. Bui Ke Wang Yijun Yu Lingxiao Jiang Mohammad Amin Alipour 30 90 0 31 Jul 2020
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 39 408 0 05 Jun 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga Percy Liang LRM 24 171 0 20 May 2020
Comparison of Syntactic and Semantic Representations of Programs in Neural Embeddings Austin P. Wright H. Wiklicky GNN NAI 13 0 0 24 Jan 2020
Learning to Encode and Classify Test Executions Foivos Tsimpourlas A. Rajan Miltiadis Allamanis 21 12 0 08 Jan 2020
IR2Vec: LLVM IR based Scalable Program Embeddings Venkata Keerthy Rohit Aggarwal Shalini Jain Maunendra Sankar Ramakrishna Upadrasta Desarkar 24 10 0 13 Sep 2019
Neutaint: Efficient Dynamic Taint Analysis with Neural Networks Dongdong She Yizheng Chen Abhishek Shah Baishakhi Ray Suman Jana 11 44 0 08 Jul 2019
Learning Blended, Precise Semantic Program Embeddings Ke Wang Z. Su NAI 22 25 0 03 Jul 2019
Learning Execution through Neural Code Fusion Zhan Shi Kevin Swersky Daniel Tarlow Parthasarathy Ranganathan Milad Hashemi GNN 8 29 0 17 Jun 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 49 82 0 05 Apr 2019
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 37 120 0 11 Jul 2016