3 papers
cs.SE2026
How Well Do LLMs Generate Taxonomies in the SE Domain? A Multi-perspective Evaluation Framework
Sota Nakashima, Yuta Ishimoto, Masanari Kondo +2
Taxonomies provide a shared conceptual framework for organizing heterogeneous observations in software engineering (SE) research. Manually constructing such taxonomies is labor-int…
cs.SE2025
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…
cs.SE2025
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…