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Knowledge-Graph Grounding Helps LLMs Only for Out-of-Training Knowledge: A Controlled Study on Clinical Question Answering
知识图谱仅对超出训练范围的医学知识有效提升LLM表现，揭秘结构化知识与模型能力的边界。
arXiv:2606.22419v1 Announce Type: new Abstract: A recent Nature Medicine study reports that general-purpose frontier LLMs outperform specialized retri…