Test-time Verification via Optimal Transport: Coverage, ROC, & Sub-optimality

Arpan Mukherjee, Marcello Bullo, Debabrota Basu +1

While test-time scaling with verification has shown promise in improving the performance of large language models (LLMs), the role of the verifier and its imperfections remain unde…