most citedA Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models

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cs.AI2025

Superficial Reflection or Genuine Thought? A Fine-Grained Cognitive Analysis of Large Reasoning Models

Yuxiang Chen, Zuohan Wu, Ziwei Wang +6

Motivated by the observed human-like behaviours in Large Reasoning Models (LRMs), this paper introduces a comprehensive taxonomy to characterise atomic reasoning steps and analyse…