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Mu-Ran Yu

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#artificial intelligence Preprint Aug 2026

EGT-KG: Evidence-Grounded Typed KG Retrieval for Practical Scientific QA with Small Language Models

The Evidence-Grounded Typed Knowledge Graph (EGT-KG), a retrieval framework to improve information retrieval with local SLMs is proposed, showing that EGT-KG outperforms the vanilla RAG method in most settings, with the best improvement from llama3:8b.

Mu-Ran Yu, Jie-Chao Gao, Yuan-Dong Pan et al. · 0 citations