arXiv CS AI
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AERA: Adaptive Evidence Residual Allocation for Efficient Test-Time Reasoningtranslating…
arXiv:2608.27964v1 Announce Type: new
Abstract: Test-time scaling improves language-model reasoning by generating additional candidate solutions, but allocating the same inference budget to every problem is computationally wasteful. Existing adaptive stopping methods commonly…
Keywords#Adaptive#Reasoning#Test-Time#Adaptive Evidence#Adaptive Evidence Residual