Martin Alda

Impact of prompt engineering and workflow modifications on the performance of a Delphi-based automated abstract screening system in a psychiatric systematic review

Large language models (LLMs) can facilitate the labor-intensive screening of literature for systematic reviews and meta-analyses. Ensembling multiple LLMs to reach consensus on screening may allow locally deployed LLMs to achieve acceptable performance while reducing hallucinatio...