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.
Artificial IntelligenceFlipped Triple ScoringLLM Ensemble
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