A systematic mapping of 97 papers finds growing research on commit messages for bug analysis and fix identification, mainly combined with code diffs via repository mining and AI/ML, with developers as primary stakeholders, though messages frequently lack key details.
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A review of 38 studies finds LLMs mostly target text-based accessibility tasks under WCAG guidelines, with limited attention to cognitive issues and rare direct involvement of disabled users in evaluations.
citing papers explorer
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On the Use of Commit Messages for Corrective Software Maintenance: A Systematic Mapping Study
A systematic mapping of 97 papers finds growing research on commit messages for bug analysis and fix identification, mainly combined with code diffs via repository mining and AI/ML, with developers as primary stakeholders, though messages frequently lack key details.
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Large Language Models for Web Accessibility: A Systematic Literature Review
A review of 38 studies finds LLMs mostly target text-based accessibility tasks under WCAG guidelines, with limited attention to cognitive issues and rare direct involvement of disabled users in evaluations.