Semantic Code Repair using Neuro-Symbolic Transformation Networks

Semantic Code Repair using Neuro-Symbolic Transformation Networks

30 October 2017

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Papers citing "Semantic Code Repair using Neuro-Symbolic Transformation Networks"

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Title
Toward Neurosymbolic Program Comprehension Alejandro Velasco Aya Garryyeva David Nader-Palacio Antonio Mastropaolo Denys Poshyvanyk 76 0 0 03 Feb 2025
Example-based Synthesis of Static Analysis Rules P. Garg Srinivasan H. Sengamedu 13 1 0 19 Apr 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition Rishab Sharma Fuxiang Chen Fatemeh H. Fard 86 4 0 05 Apr 2022
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons Dawn Drain Colin B. Clement Guillermo Serrato Neel Sundaresan 71 31 0 19 May 2021
Generating Bug-Fixes Using Pretrained Transformers Dawn Drain Chen Henry Wu Alexey Svyatkovskiy Neel Sundaresan 74 51 0 16 Apr 2021
Learning to Make Compiler Optimizations More Effective Rahim Mammadli Marija Selakovic F. Wolf Michael Pradel 77 15 0 24 Feb 2021
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data Jacob A. Harer Christopher P. Reale Peter Chin 62 44 0 01 Aug 2019
ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Automatic Program Repair Thibaud Lutellier L. Pang H. Pham Moshi Wei Lin Tan 45 18 0 20 Jun 2019
SPoC: Search-based Pseudocode to Code Sumith Kulal Panupong Pasupat Kartik Chandra Mina Lee Oded Padon A. Aiken Percy Liang 76 231 0 12 Jun 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 113 83 0 05 Apr 2019
Neural Program Repair by Jointly Learning to Localize and Repair Marko Vasic Aditya Kanade Petros Maniatis David Bieber Rishabh Singh 64 132 0 03 Apr 2019
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 797 3,129 0 04 Jun 2018
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks Jacob A. Harer Onur Ozdemir Tomo Lazovich Christopher P. Reale Rebecca L. Russell Louis Y. Kim Peter Chin GAN 81 73 0 18 May 2018