Open access
Oct 2026
Consensus Ensembles for Zero-Shot Algorithm Classification with Large Language Models
Findings support consensus-based ensembles of these five models as a scalable alternative to manual algorithmic annotation and provide actionable guidance for designing robust aggregation pipelines in unsupervised settings.
Haydar Tuna, Sefa Akça, Taymaz Akan
· Electronics · 0 citations