Diversity Combining for Multi-Path LLM Reasoning.

arXiv:2609.38829v2 Announce Type: replace Abstract: Multi-path reasoning methods such as self-consistency (SC) sample $K$ reasoning paths and choose the most frequent answer. However, their gains quickly plateau as $K$ increases, and locating this saturation p