claim
The joint approach of combining knowledge graphs and large language models improves model performance by increasing interpretability and explainability, but faces limitations including limited knowledge graph domains, high computational resource consumption, frequent obsolescence due to rapid knowledge evolution, and ineffective knowledge integration.

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