procedure
To quantitatively assess the performance of the knowledge-graph-enhanced LLM system, the researchers used NDCG (Normalized Discounted Cumulative Gain) for rank-based tasks, Mean Reciprocal Rank (MRR) for precision of top-ranked results, and additional indicators including user satisfaction rates, precision, and recall.

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