On Learning Meaningful Code Changes via Neural Machine Translation

On Learning Meaningful Code Changes via Neural Machine Translation

25 January 2019

Jevgenija Pantiuchina

Gabriele Bavota

Denys Poshyvanyk

Papers citing "On Learning Meaningful Code Changes via Neural Machine Translation"

18 / 18 papers shown

Title
Learning Program Behavioral Models from Synthesized Input-Output Pairs Tural Mammadov Dietrich Klakow Alexander Koller Andreas Zeller 45 3 0 11 Jul 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 43 20 0 30 Dec 2023
Multilingual Code Co-Evolution Using Large Language Models Jiyang Zhang Pengyu Nie Junyi Jessy Li Miloš Gligorić 37 20 0 27 Jul 2023
Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions Sarah Fakhoury Saikat Chakraborty Madan Musuvathi Shuvendu K. Lahiri 38 21 0 07 Apr 2023
KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair Nan Jiang Thibaud Lutellier Yiling Lou Lin Tan Dan Goldwasser Xinming Zhang 27 43 0 03 Feb 2023
What are the Machine Learning best practices reported by practitioners on Stack Exchange? Anamaria Mojica-Hanke A. Bayona Mario Linares-Vásquez Steffen Herbold Fabio A. González HAI 27 6 0 25 Jan 2023
CoditT5: Pretraining for Source Code and Natural Language Editing Jiyang Zhang Sheena Panthaplackel Pengyu Nie Junyi Jessy Li Miloš Gligorić KELM 30 88 0 10 Aug 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 55 47 0 24 May 2022
Data-Driven AI Model Signal-Awareness Enhancement and Introspection Sahil Suneja Yufan Zhuang Yunhui Zheng Jim Laredo Alessandro Morari SyDa 32 1 0 10 Nov 2021
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 25 61 0 18 Oct 2021
On Multi-Modal Learning of Editing Source Code Saikat Chakraborty Baishakhi Ray KELM 29 58 0 15 Aug 2021
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics Toufique Ahmed Noah Rose Ledesma Prem Devanbu 59 19 0 29 Apr 2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation Pietro Liguori Erfan Al-Hossami Domenico Cotroneo R. Natella B. Cukic Samira Shaikh 34 27 0 27 Apr 2021
Neural Software Analysis Michael Pradel S. Chandra NAI 31 31 0 16 Nov 2020
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
When Deep Learning Met Code Search J. Cambronero Hongyu Li Seohyun Kim Koushik Sen S. Chandra CLIP 29 218 0 09 May 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015