A critical review on the evaluation of automated program repair systems
Abstract Automated Program Repair (APR) has attracted significant attention from software
engineering research and practice communities in the last decade. Several teams have …
engineering research and practice communities in the last decade. Several teams have …
A critical review of large language model on software engineering: An example from chatgpt and automated program repair
Large Language Models (LLMs) have been gaining increasing attention and demonstrated
promising performance across a variety of Software Engineering (SE) tasks, such as …
promising performance across a variety of Software Engineering (SE) tasks, such as …
Automated program repair in the era of large pre-trained language models
Automated Program Repair (APR) aims to help developers automatically patch software
bugs. However, current state-of-the-art traditional and learning-based APR techniques face …
bugs. However, current state-of-the-art traditional and learning-based APR techniques face …
Cure: Code-aware neural machine translation for automatic program repair
Automatic program repair (APR) is crucial to improve software reliability. Recently, neural
machine translation (NMT) techniques have been used to automatically fix software bugs …
machine translation (NMT) techniques have been used to automatically fix software bugs …
Less training, more repairing please: revisiting automated program repair via zero-shot learning
Due to the promising future of Automated Program Repair (APR), researchers have
proposed various APR techniques, including heuristic-based, template-based, and …
proposed various APR techniques, including heuristic-based, template-based, and …
An extensive study on pre-trained models for program understanding and generation
Automatic program understanding and generation techniques could significantly advance
the productivity of programmers and have been widely studied by academia and industry …
the productivity of programmers and have been widely studied by academia and industry …
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT
Automated Program Repair (APR) aims to automatically generate patches for buggy
programs. Recent APR work has been focused on leveraging modern Large Language …
programs. Recent APR work has been focused on leveraging modern Large Language …
A syntax-guided edit decoder for neural program repair
Automated Program Repair (APR) helps improve the efficiency of software development and
maintenance. Recent APR techniques use deep learning, particularly the encoder-decoder …
maintenance. Recent APR techniques use deep learning, particularly the encoder-decoder …
Tbar: Revisiting template-based automated program repair
We revisit the performance of template-based APR to build comprehensive knowledge
about the effectiveness of fix patterns, and to highlight the importance of complementary …
about the effectiveness of fix patterns, and to highlight the importance of complementary …