# GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs

> Research article (Findings of the Association for Computational Linguistics: ACL 2025, 2025) · cited 31× · AI/ML

**Wikidata**: [openalex:W4412888160](https://www.wikidata.org/wiki/openalex:W4412888160)  
**Source**: https://4ort.xyz/entity/gnn-rag-graph-neural-retrieval-for-efficient-large-language-model-reasoning-on-knowledge-graphs