Andreas Kollegger

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upvoted a paper 13 days ago

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

Paper • 2501.13958 • Published 20 days ago • 1

upvoted a paper about 1 month ago

SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation

Paper • 2412.15272 • Published Dec 17, 2024 • 1

upvoted a paper 5 months ago

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

Paper • 2406.14550 • Published Jun 20, 2024 • 4

upvoted 2 papers 7 months ago

Talk like a Graph: Encoding Graphs for Large Language Models

Paper • 2310.04560 • Published Oct 6, 2023 • 3

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Paper • 2404.16130 • Published Apr 24, 2024 • 4

upvoted 3 collections 8 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 28 items • Updated 13 days ago • 18

KG Construction

Collection

20 items • Updated Oct 21, 2024 • 7

Graph-enhanced RAG

Collection

using knowledge graphs in RAG for grounding LLM results • 25 items • Updated Dec 15, 2024 • 12