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Empirical review of Java program repair tools: A large-scale experiment on 2,141 bugs and 23,551 repair attempts
In the past decade, research on test-suite-based automatic program repair has grown
significantly. Each year, new approaches and implementations are featured in major …
significantly. Each year, new approaches and implementations are featured in major …
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 …
On the efficiency of test suite based program repair: A systematic assessment of 16 automated repair systems for java programs
Test-based automated program repair has been a prolific field of research in software
engineering in the last decade. Many approaches have indeed been proposed, which …
engineering in the last decade. Many approaches have indeed been proposed, which …
A comprehensive study of autonomous vehicle bugs
Self-driving cars, or Autonomous Vehicles (AVs), are increasingly becoming an integral part
of our daily life. About 50 corporations are actively working on AVs, including large …
of our daily life. About 50 corporations are actively working on AVs, including large …
You cannot fix what you cannot find! an investigation of fault localization bias in benchmarking automated program repair systems
Properly benchmarking Automated Program Repair (APR) systems should contribute to the
development and adoption of the research outputs by practitioners. To that end, the research …
development and adoption of the research outputs by practitioners. To that end, the research …
Neural program repair by jointly learning to localize and repair
Due to its potential to improve programmer productivity and software quality, automated
program repair has been an active topic of research. Newer techniques harness neural …
program repair has been an active topic of research. Newer techniques harness neural …
Dissection of a bug dataset: Anatomy of 395 patches from defects4j
Well-designed and publicly available datasets of bugs are an invaluable asset to advance
research fields such as fault localization and program repair as they allow directly and fairly …
research fields such as fault localization and program repair as they allow directly and fairly …
Deep learning-based software engineering: progress, challenges, and opportunities
Researchers have recently achieved significant advances in deep learning techniques,
which in turn has substantially advanced other research disciplines, such as natural …
which in turn has substantially advanced other research disciplines, such as natural …
The living review on automated program repair
M Monperrus - 2018 - hal.science
Concept This paper is a living review on automatic program repair 1. Compared to a
traditional survey, a living review evolves over time. I use a concise bullet-list style meant to …
traditional survey, a living review evolves over time. I use a concise bullet-list style meant to …
Automated classification of overfitting patches with statically extracted code features
Automatic program repair (APR) aims to reduce the cost of manually fixing software defects.
However, APR suffers from generating a multitude of overfitting patches, those patches that …
However, APR suffers from generating a multitude of overfitting patches, those patches that …