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20192024
most citedDeepSeek LLM: Scaling Open-Source Language Models with Longtermism

95 citations · 214 across the 14 of their papers we have counts for

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cs.AI2023

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

Peiyi Wang, Lei Li, Zhihong Shao +6

In this paper, we present an innovative process-oriented math process reward model called \textbf{Math-Shepherd}, which assigns a reward score to each step of math problem solution…