Carlo Arpini

Towards Automating Articles Screening Processes Using Chain-of-Thought Large Language Models

2026

The rapid expansion of the biomedical literature has made manual screening for meta-analyses increasingly hard. While automation attempts exist, they often rely on active-learning powered binary classification, which is still time intensive; or simple summarization, …