Automated program repair

C Le Goues, M Pradel, A Roychoudhury - Communications of the ACM, 2019 - dl.acm.org
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 …

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 …

Coconut: combining context-aware neural translation models using ensemble for program repair

T Lutellier, HV Pham, L Pang, Y Li, M Wei… - Proceedings of the 29th …, 2020 - dl.acm.org
Automated generate-and-validate (GV) program repair techniques (APR) typically rely on
hard-coded rules, thus only fixing bugs following specific fix patterns. These rules require a …

Agentless: Demystifying llm-based software engineering agents

CS **a, Y Deng, S Dunn, L Zhang - arxiv preprint arxiv:2407.01489, 2024 - arxiv.org
Recent advancements in large language models (LLMs) have significantly advanced the
automation of software development tasks, including code synthesis, program repair, and …

A survey of learning-based automated program repair

Q Zhang, C Fang, Y Ma, W Sun, Z Chen - ACM Transactions on Software …, 2023 - dl.acm.org
Automated program repair (APR) aims to fix software bugs automatically and plays a crucial
role in software development and maintenance. With the recent advances in deep learning …