BFS-PO: Best-First Search for Large Reasoning Models

Fiorenzo Parascandolo, Wenhui Tan, Enver Sangineto +2

Large Reasoning Models (LRMs) such as OpenAI o1 and DeepSeek-R1 have shown excellent performance in reasoning tasks using long reasoning chains. However, this has also led to a sig…