most citedSyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task

5 citations · 8 across the 4 of their papers we have counts for

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cs.AI2024★ 5 cited

SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task

Ziije Zhong, Linqing Zhong, Zhaoze Sun +3

Integrating Large Language Models (LLMs) with existing Knowledge Graph (KG) databases presents a promising avenue for enhancing LLMs' efficacy and mitigating their "hallucinations"…

cs.AI2024

CADReN: Contextual Anchor-Driven Relational Network for Controllable Cross-Graphs Node Importance Estimation

Zijie Zhong, Yunhui Zhang, Ziyi Chang +1

Node Importance Estimation (NIE) is crucial for integrating external information into Large Language Models through Retriever-Augmented Generation. Traditional methods, focusing on…