Self-prompting and cross-model consensus enable reproducible data extraction from scientific literature with large language models

Valentin Romanov, Monique Bax, Steven Niederer

Accurately extracting nuanced, contextualized data from research articles is laborious and time intensive. Here, we investigate the performance of frontier, browser-based large lan…