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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 …
Baldur: Whole-proof generation and repair with large language models
Formally verifying software is a highly desirable but labor-intensive task. Recent work has
developed methods to automate formal verification using proof assistants, such as Coq and …
developed methods to automate formal verification using proof assistants, such as Coq and …
Evolving paradigms in automated program repair: Taxonomy, challenges, and opportunities
With the rapid development and large-scale popularity of program software, modern society
increasingly relies on software systems. However, the problems exposed by software have …
increasingly relies on software systems. However, the problems exposed by software have …
Deepfl: Integrating multiple fault diagnosis dimensions for deep fault localization
Learning-based fault localization has been intensively studied recently. Prior studies have
shown that traditional Learning-to-Rank techniques can help precisely diagnose fault …
shown that traditional Learning-to-Rank techniques can help precisely diagnose fault …
Repairing bugs in python assignments using large language models
Students often make mistakes on their introductory programming assignments as part of
their learning process. Unfortunately, providing custom repairs for these mistakes can …
their learning process. Unfortunately, providing custom repairs for these mistakes can …
Avatar: Fixing semantic bugs with fix patterns of static analysis violations
Fix pattern-based patch generation is a promising direction in Automated Program Repair
(APR). Notably, it has been demonstrated to produce more acceptable and correct patches …
(APR). Notably, it has been demonstrated to produce more acceptable and correct patches …
Pydex: Repairing bugs in introductory python assignments using llms
Students often make mistakes in their introductory programming assignments as part of their
learning process. Unfortunately, providing custom repairs for these mistakes can require a …
learning process. Unfortunately, providing custom repairs for these mistakes can require a …
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 …
From start-ups to scale-ups: Opportunities and open problems for static and dynamic program analysis
This paper describes some of the challenges and opportunities when deploying static and
dynamic analysis at scale, drawing on the authors' experience with the Infer and Sapienz …
dynamic analysis at scale, drawing on the authors' experience with the Infer and Sapienz …
Beyond tests: Program vulnerability repair via crash constraint extraction
Automated program repair is an emerging technology that seeks to automatically rectify
program errors and vulnerabilities. Repair techniques are driven by a correctness criterion …
program errors and vulnerabilities. Repair techniques are driven by a correctness criterion …