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News/Stepwise Reasoning Enhancement for LLMs via External Subgraph Generation
arxiv
PublishedJune 4, 2026 at 4:00 AM

Stepwise Reasoning Enhancement for LLMs via External Subgraph Generation

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arXiv:2606.04454v1 Announce Type: new Abstract: Large language models have shown strong performance in natural language generation and downstream reasoning tasks, but they still struggle with logical consistency, factual grounding, and interpretability in complex multi-step reasoning. To address the

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