Automated program repair
Automated program repair Page 1 56 COMMUNICATIONS OF THE ACM | DECEMBER 2019
| VOL. 62 | NO. 12 review articles ALEX IS A software developer, a recent hire at the company …
| VOL. 62 | NO. 12 review articles ALEX IS A software developer, a recent hire at the company …
Automatic software repair: A bibliography
M Monperrus - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
This article presents a survey on automatic software repair. Automatic software repair
consists of automatically finding a solution to software bugs without human intervention. This …
consists of automatically finding a solution to software bugs without human intervention. This …
Large language models for software engineering: Survey and open problems
This paper provides a survey of the emerging area of Large Language Models (LLMs) for
Software Engineering (SE). It also sets out open research challenges for the application of …
Software Engineering (SE). It also sets out open research challenges for the application of …
How effective are neural networks for fixing security vulnerabilities
Security vulnerability repair is a difficult task that is in dire need of automation. Two groups of
techniques have shown promise:(1) large code language models (LLMs) that have been pre …
techniques have shown promise:(1) large code language models (LLMs) that have been pre …
An empirical study on learning bug-fixing patches in the wild via neural machine translation
Millions of open source projects with numerous bug fixes are available in code repositories.
This proliferation of software development histories can be leveraged to learn how to fix …
This proliferation of software development histories can be leveraged to learn how to fix …
Automatic software repair: A survey
Debugging software failures is still a painful, time consuming, and expensive process. For
instance, recent studies showed that debugging activities often account for about 50% of the …
instance, recent studies showed that debugging activities often account for about 50% of the …
Context-aware patch generation for better automated program repair
The effectiveness of search-based automated program repair is limited in the number of
correct patches that can be successfully generated. There are two causes of such limitation …
correct patches that can be successfully generated. There are two causes of such limitation …
Angelix: Scalable multiline program patch synthesis via symbolic analysis
Since debugging is a time-consuming activity, automated program repair tools such as
GenProg have garnered interest. A recent study revealed that the majority of GenProg …
GenProg have garnered interest. A recent study revealed that the majority of GenProg …
Automatic patch generation by learning correct code
We present Prophet, a novel patch generation system that works with a set of successful
human patches obtained from open-source software repositories to learn a probabilistic …
human patches obtained from open-source software repositories to learn a probabilistic …
Nopol: Automatic repair of conditional statement bugs in java programs
J Xuan, M Martinez, F Demarco… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
We propose Nopol, an approach to automatic repair of buggy conditional statements (ie, if-
then-else statements). This approach takes a buggy program as well as a test suite as input …
then-else statements). This approach takes a buggy program as well as a test suite as input …