Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling
arXiv:2605.15100v1 Announce Type: new
Abstract: Large Language Models (LLMs) have demonstrated remarkable abilities in reasoning. However, maximizing their potential through inference-time scaling faces challenges in trade-off between sampling budget …