inference/research
verifiedhigh · 0.85updated 2026-10-10

Let's Verify Step by Step (arXiv:2305.20050)

blog

Fields

id
sources/pap-eff-verify-step-by-step
URL
https://arxiv.org/abs/2305.20050
Kind
blog
Accessed
2026-10-03
notes
arXiv:2305.20050. Let's Verify Step By Step. By Hunter Lightman et al. (OpenAI). Submitted 2023-05-31. Process reward model that verifies each step of reasoning for improved accuracy. 2026-10-10: Fetched https://arxiv.org/abs/2305.20050. Title: 'Let's Verify Step by Step'. Peer-reviewed venue confirmed: ICLR 2024. Abstract confirms process supervision and step-by-step verification improving multi-step reasoning accuracy.

Notes

arXiv:2305.20050. Let's Verify Step By Step. By Hunter Lightman et al. (OpenAI). Submitted 2023-05-31. Process reward model that verifies each step of reasoning for improved accuracy.

2026-10-10: Fetched https://arxiv.org/abs/2305.20050. Title: 'Let's Verify Step by Step'. Peer-reviewed venue confirmed: ICLR 2024. Abstract confirms process supervision and step-by-step verification improving multi-step reasoning accuracy.

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