PaperAgent

Mar 21, 2026 · Artificial Intelligence

Can Peer Review Boost Large Language Model Ensembles? Introducing LLM‑PeerReview

This article analyzes the unsupervised LLM‑PeerReview framework, which uses a peer‑review inspired scoring, reasoning, and selection pipeline—including a novel flipped‑triple scoring trick—to combine multiple large language models and achieve significant performance gains over existing ensemble and collaboration baselines.