Process Supervision via Verbal Critique Improves Reasoning in Large Language Models
arXiv:2604.21611v1 Announce Type: cross
Abstract: Inference-time scaling for LLM reasoning has focused on three axes: chain depth, sample breadth, and learned step-scorers (PRMs). We introduce a fourth axis, granularity of external verbal supervision,…