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cs.AI2025

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Shalev Lifshitz, Sheila A. McIlraith, Yilun Du

By utilizing more computational resources at test-time, large language models (LLMs) can improve without additional training. One common strategy uses verifiers to evaluate candida…