Test-Time Scaling via Budgeted Multi-Attribute Verification

Bo Xue, Ji Cheng, Shen-Huan Lyu +2

Verifying LLM-generated answers under a shared computational budget requires jointly deciding which candidates to inspect and which verification attributes to evaluate. We formulat…