Using process rewards to train LLMs for better search reasoning

Training large language models (LLMs) to improve search reasoning often involves process rewards-a technique that evaluates and reinforces step-by-step reasoning rather than just final answers. This approach enhances accuracy in complex tasks like math problems, logical deductions, and multi-step…