DeepPrune: Parallel Scaling without Inter-trace Redundancy
arXiv:2510.08483v2 Announce Type: replace
Abstract: Parallel scaling has emerged as a powerful paradigm to enhance reasoning capabilities in large language models (LLMs) by generating multiple Chain-of-Thought (CoT) traces simultaneously. However, thi…