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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ananya Ganapathi

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Verifier-Guided Recombination Search for Token-Efficient Test-Time Compute in Countdown

Verifier-Guided Recombination Search is introduced, a post-hoc inference strategy that operates entirely on already-generated Best-of-N rollouts that aggregates correct reasoning fragments from all rollouts, enabling the construction of solutions that did not appear in any individual generation.

Shyam Sai, Ananya Ganapathi, Sahil Koita · 0 citations

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