reference
The KG-RAG method, proposed by Xu et al. in 2024, utilizes vector-based subgraph retrieval with the GPT-4 language model, incorporating self-constructed knowledge graphs to perform KGQA tasks on a curated dataset, evaluated using MRR, Recall@K, NDCG@K, BLEU, ROUGE, and METEOR metrics.

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