论文研究 arXiv cs.CL Wed, 22 Jul 2026 正文 thin 4 words

Reasoning Error from Known Fact: Step-Level Self-Consistency Group Relative Policy Optimization for LLM

英文标题:Reasoning Error from Known Fact: Step-Level Self-Consistency Group Relative Policy Optimization for LLM

arXiv:2607.18915v1 Announce Type: new Abstract: With the rapid advancement of large language models (LLMs), modern systems not only possess strong foundational capabilities and extensive knowledge, but can also solve complex problems via long, multi-step reasoning. However, as reasoning traces beco
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arXiv:2607.18915v1 Announce Type: new Abstract: With the rapid advancement of large language models (LLMs), modern systems not only possess strong foundational capabilities and extensive knowledge, but can also solve complex problems via long, multi-step reasoning. However, as reasoning traces beco

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