AI RESEARCH
SGR: A Stepwise Reasoning Framework for LLMs with External Subgraph Generation
arXiv CS.CL
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ArXi:2605.16117v1 Announce Type: new Large Language Models (LLMs) have nstrated strong capabilities across diverse NLP applications, such as translation, text generation, and question answering. Nevertheless, they remain limited in complex settings that demand deep reasoning and logical inference. Since these models are trained on large-scale text corpora, their generation process may still