Active Learners as Efficient PRP Rerankers

Jeremías Figueiredo Paschmann, Juan Kaplan, Francisco Nattero +3

Pairwise Ranking Prompting (PRP) elicits pairwise preference judgments from an LLM, which are then aggregated into a ranking, usually via classical sorting algorithms. However, jud…