A systematic review of 50 studies identifies 69 LLM-assisted tasks in empirical software engineering, concentrated in data processing and analysis with gaps in human-centered integration and reproducibility reporting.
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The study catalogs 11 Angular code smells from grey literature and shows an automated detection tool achieves high accuracy and F1-scores on a validated dataset.
Developers most frequently reference the full Log4j migration guide in pull request descriptions (82.81% of cases) and continue consulting it during post-update maintenance tasks.
citing papers explorer
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LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda
A systematic review of 50 studies identifies 69 LLM-assisted tasks in empirical software engineering, concentrated in data processing and analysis with gaps in human-centered integration and reproducibility reporting.
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An Empirical Evaluation of Code Smell Detection in Angular Applications
The study catalogs 11 Angular code smells from grey literature and shows an automated detection tool achieves high accuracy and F1-scores on a validated dataset.
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How Do Developers Use Migration Guides? A Case Study of Log4j
Developers most frequently reference the full Log4j migration guide in pull request descriptions (82.81% of cases) and continue consulting it during post-update maintenance tasks.