Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs

Qibin Wang, Pu Zhao, Shaohan Huang +6

Test-time scaling (TTS) has gained widespread attention for enhancing LLM reasoning. Existing approaches such as Best-of-N and majority voting are limited as their performance depe…