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Modern code reviews—survey of literature and practice
Background: Modern Code Review (MCR) is a lightweight alternative to traditional code
inspections. While secondary studies on MCR exist, it is ua nknown whether the research …
inspections. While secondary studies on MCR exist, it is ua nknown whether the research …
A systematic literature review and taxonomy of modern code review
Abstract Context: Modern Code Review (MCR) is a widely known practice of software quality
assurance. However, the existing body of knowledge of MCR is currently not understood as …
assurance. However, the existing body of knowledge of MCR is currently not understood as …
Using pre-trained models to boost code review automation
Code review is a practice widely adopted in open source and industrial projects. Given the
non-negligible cost of such a process, researchers started investigating the possibility of …
non-negligible cost of such a process, researchers started investigating the possibility of …
Unifying the perspectives of nlp and software engineering: A survey on language models for code
Z Zhang, C Chen, B Liu, C Liao, Z Gong, H Yu… - arxiv preprint arxiv …, 2023 - arxiv.org
In this work we systematically review the recent advancements in software engineering with
language models, covering 70+ models, 40+ evaluation tasks, 180+ datasets, and 900 …
language models, covering 70+ models, 40+ evaluation tasks, 180+ datasets, and 900 …
Modern code review: a case study at google
Employing lightweight, tool-based code review of code changes (aka modern code review)
has become the norm for a wide variety of open-source and industrial systems. In this paper …
has become the norm for a wide variety of open-source and industrial systems. In this paper …
Towards automating code review activities
Code reviews are popular in both industrial and open source projects. The benefits of code
reviews are widely recognized and include better code quality and lower likelihood of …
reviews are widely recognized and include better code quality and lower likelihood of …
Code reviewing in the trenches: Challenges and best practices
Code review has been widely adopted by and adapted to open source and industrial
projects. Code review practices have undergone extensive research, with most studies …
projects. Code review practices have undergone extensive research, with most studies …
Information needs in contemporary code review
Contemporary code review is a widespread practice used by software engineers to maintain
high software quality and share project knowledge. However, conducting proper code …
high software quality and share project knowledge. However, conducting proper code …
CCRep: Learning code change representations via pre-trained code model and query back
Representing code changes as numeric feature vectors, ie, code change representations, is
usually an essential step to automate many software engineering tasks related to code …
usually an essential step to automate many software engineering tasks related to code …
RACE: Retrieval-augmented commit message generation
Commit messages are important for software development and maintenance. Many neural
network-based approaches have been proposed and shown promising results on automatic …
network-based approaches have been proposed and shown promising results on automatic …