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AILINKPREVIEWER: Enhancing Code Reviews with LLM-Powered Link Previews
Panya Trakoolgerntong, Tao Xiao, Masanari Kondo +4
Code review is a key practice in software engineering, where developers evaluate code changes to ensure quality and maintainability. Links to issues and external resources are ofte…
An empirical study on declined proposals: why are these proposals declined?
Masanari Kondo, Mahmoud Alfadel, Shane McIntosh +2
Design-level decisions in open-source software (OSS) projects are often made through structured mechanisms such as proposals, which require substantial community discussion and rev…
How Small is Enough? Empirical Evidence of Quantized Small Language Models for Automated Program Repair
Kazuki Kusama, Honglin Shu, Masanari Kondo +1
Background: Large language models (LLMs) have greatly improved the accuracy of automated program repair (APR) methods. However, LLMs are constrained by high computational resource…
How Far Have LLMs Come Toward Automated SATD Taxonomy Construction?
Sota Nakashima, Yuta Ishimoto, Masanari Kondo +2
Technical debt refers to suboptimal code that degrades software quality. When developers intentionally introduce such debt, it is called self-admitted technical debt (SATD). Since…
Evaluating Mutation-based Fault Localization for Quantum Programs
Yuta Ishimoto, Masanari Kondo, Naoyasu Ubayashi +4
Quantum computers leverage the principles of quantum mechanics to execute operations. They require quantum programs that define operations on quantum bits (qubits), the fundamental…