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most citedStochastic Matching via In-n-Out Local Computation Algorithms

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cs.LG2026

Caterpillar of Thoughts: The Optimal Test-Time Algorithm for Large Language Models

Amir Azarmehr, Soheil Behnezhad, Alma Ghafari

Large language models (LLMs) can often produce substantially better outputs when allowed to use additional test-time computation, such as sampling, chain of thought, backtracking,…