Aligning Large Language Models to a Domain-specific Graph Database

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Enhancing Graph Query Generation for Medical Text by Aligning Domain Knowledge Graph with Large Language Models2026
2. 2GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding2024 · 11 citations
3. 3A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications2024 · 2 citations
4. 4GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding2024 · 1 citations
5. 5From Message Passing to Prompting: Rethinking Graph Learning with Large Language Models2025