2025
Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning
EMNLP 2025
Many studies focus on data annotation techniques for training effective PRMs. However, current methods encounter a significant issue when applied to long CoT reasoning processes: they tend to focus solely on the first incorrect step and all preceding steps, assuming that all subsequent steps are inc