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Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing

arXiv cs.CL · 2026-06-25 Cached

Introduces Local Branch Routing (LBR), a token-level test-time scaling framework that expands a local lookahead tree and uses a lightweight router to select the best branch. LBR improves reasoning on mathematical benchmarks over chain-of-thought and other baselines.

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