From the 1 of 6 linked papers with an AI index.
6 papers
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality
Suzhen Zhong, Shayan Noei, Bram Adams +1
The paper empirically examines how the introduction of large language models and AI agents into code review processes affects review speed and quality, analyzing over a million pul…
The State of the SBOM Tool Ecosystems: A Comparative Analysis of SPDX and CycloneDX
Zhimin Zhao, Abdul Ali Bangash, Tongxu Ge +3
Software Bills of Materials (SBOMs) improve software release transparency by documenting components and dependencies, but their practical value depends on the tools that generate,…
Human-AI Synergy in Agentic Code Review
Suzhen Zhong, Shayan Noei, Ying Zou +1
Code review is a critical software engineering practice where developers review code changes before integration to ensure code quality, detect defects, and improve maintainability.…
Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality
Suzhen Zhong, Ying Zou, Bram Adams
Large Language Models (LLMs) are becoming integral to modern software development workflows, assisting developers with code generation, API explanation, and iterative problem-solvi…
Blended PC Peer Review Model: Process and Reflection
Chakkrit Tantithamthavorn, Nicole Novielli, Ayushi Rastogi +2
The academic peer review system is under increasing pressure due to a growing volume of submissions and a limited pool of available reviewers, resulting in delayed decisions and an…
Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study
Doriane Olewicki, Leuson Da Silva, Suhaib Mujahid +6
We conduct a large-scale empirical user study in a live setup to evaluate the acceptance of LLM-generated comments and their impact on the review process. This user study was perfo…