Towards efficient fine-tuning of language models with organizational data for automated software review

M Nashaat, J Miller - IEEE Transactions on Software …, 2024 - ieeexplore.ieee.org
Large language models like BERT and GPT possess significant capabilities and potential
impacts across various applications. Software engineers often use these models for code …

Tales from the trenches: Expectations and challenges from practice for code review in the generative ai era

N Davila, J Melegati, I Wiese - IEEE Software, 2024 - ieeexplore.ieee.org
Tales from the Trenches: Expectations and Challenges from Practice for Code Review in the
Generative AI Era Page 1 Article Type: Generative AI for Software Engineering (GAI for SE) …

[HTML][HTML] Navigating software development in the ChatGPT and GitHub Copilot era

SL France - Business Horizons, 2024 - Elsevier
Generative artificial intelligence (GenAI) technologies using LLMs (large language models),
such as ChatGPT and GitHub Copilot, with the ability to create code, have the potential to …

A survey on modern code review: Progresses, challenges and opportunities

Z Yang, C Gao, Z Guo, Z Li, K Liu, X **a… - arxiv preprint arxiv …, 2024 - arxiv.org
Over the past decade, modern code review (MCR) has been deemed as a crucial practice of
software quality assurance, which is applied to improve software quality and transfer …

Software Security Analysis in 2030 and Beyond: A Research Roadmap

M Böhme, E Bodden, T Bultan, C Cadar, Y Liu… - ACM Transactions on …, 2024 - dl.acm.org
As our lives, our businesses, and indeed our world economy become increasingly reliant on
the secure operation of many interconnected software systems, the software engineering …

Predicting the first response latency of maintainers and contributors in pull requests

SH Khatoonabadi, A Abdellatif… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The success of a Pull Request (PR) depends on the responsiveness of the maintainers and
the contributor during the review process. Being aware of the expected waiting times can …

Visual Integration of Static and Dynamic Software Analysis in Code Reviews via Software City Visualization

A Krause-Glau, L Damerau, M Hansen… - 2024 IEEE Working …, 2024 - ieeexplore.ieee.org
Software visualization approaches for code reviews are often implemented as standalone
applications, which use static code analysis. The goal is to visualize the structural changes …

A fine-grained taxonomy of code review feedback in TypeScript projects

N Davila, I Nunes, I Wiese - Empirical Software Engineering, 2025 - Springer
Abstract Modern Code Review (MCR) is a practice software engineers adopt to improve
code quality. Despite its well-known benefits, it involves non-negligible effort, and this has …

The upper bound of information diffusion in code review

M Dorner, D Mendez, K Wnuk, E Zabardast… - Empirical Software …, 2025 - Springer
Background Code review, the discussion around a code change among humans, forms a
communication network that enables its participants to exchange and spread information …

CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells

A Naik, M Alenius, D Fried, C Rose - arxiv preprint arxiv:2409.19801, 2024 - arxiv.org
The task of automated code review has recently gained a lot of attention from the machine
learning community. However, current review comment evaluation metrics rely on …