BOSS: Token-Budgeted Online Sampling and Selection for LLM Reasoning.

arXiv:2610.26383v1 Announce Type: new Abstract: Test-time scaling can improve LLM reasoning, but existing approaches typically adapt generation or apply answer selection after a predetermined generation schedule. We study within-instance allocation: under a ha