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             <p>👉 <a href="https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/">Microsoft Research Blog Post</a> <br>
 👉 <a href="https://github.com/Azure-Samples/graphrag-accelerator">GraphRAG Accelerator</a> <br>
 👉 <a href="https://github.com/microsoft/graphrag">GitHub Repository</a><br>
-👉 <a href="https://arxiv.org/pdf/2404.16130">GraphRAG Publication</a></p>
+👉 <a href="https://arxiv.org/pdf/2404.16130">GraphRAG Arxiv</a></p>
 <p align="center">
 <img src="img/GraphRag-Figure1.jpg" alt="Figure 1: LLM-generated knowledge graph built from a private dataset using GPT-4 Turbo." width="450" align="center">
 </p>