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Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering
Mauro Marcelino, Marcos Alves, Bianca Trinkenreich, Bruno Cartaxo, S\'ergio Soares, Simone D. J. Barbosa, Marcos Kalinowski
https://arxiv.org/abs/2507.15828

Investigating the Use of LLMs for Evidence Briefings Generation in Software Engineering
[Context] An evidence briefing is a concise and objective transfer medium that can present the main findings of a study to software engineers in the industry. Although practitioners and researchers have deemed Evidence Briefings useful, their production requires manual labor, which may be a significant challenge to their broad adoption. [Goal] The goal of this registered report is to describe an experimental protocol for evaluating LLM-generated evidence briefings for secondary studies in terms…