Andreas Kollegger

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updated a collection 18 days ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper 18 days ago

DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation

Paper • 2506.01954 • Published Jun 2 • 1

updated a collection 19 days ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper 19 days ago

A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs

Paper • 2505.23006 • Published May 29 • 1

updated a collection about 1 month ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper about 1 month ago

Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning

Paper • 2505.24478 • Published May 30 • 1

updated a collection 2 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper 2 months ago

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5 • 1

updated a collection 2 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper 2 months ago

G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks

Paper • 2410.11782 • Published Oct 15, 2024 • 1

updated a collection 3 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper 3 months ago

Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3 • 2

updated a collection 3 months ago

GraphRAG Models

Collection

Models that are well suited to various GraphRAG tasks • 6 items • Updated Apr 10 • 2

liked 2 models 3 months ago

neo4j/text-to-cypher-Gemma-3-4B-Instruct-2025.04.0

Text Generation • 4B • Updated Apr 2 • 2.21k • 9

neo4j/text-to-cypher-Gemma-3-27B-Instruct-2025.04.0

Text Generation • 27B • Updated Apr 3 • 109 • 9

updated a collection 3 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35

upvoted a paper 3 months ago

PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2 • 1

updated a collection 3 months ago

GraphRAG Models

Collection

Models that are well suited to various GraphRAG tasks • 6 items • Updated Apr 10 • 2

upvoted a paper 4 months ago

Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13 • 2

updated a collection 4 months ago

GraphRAG Papers

Collection

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag • 50 items • Updated 18 days ago • 35