DiffKG: Knowledge Graph Diffusion Model for Recommendation
Paper
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2312.16890
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Published
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2
GraphRAG Papers
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Unifying Large Language Models and Knowledge Graphs: A Roadmap
Paper • 2306.08302 • Published • 3 -
Talk like a Graph: Encoding Graphs for Large Language Models
Paper • 2310.04560 • Published • 3 -
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases
Paper • 2311.07509 • Published • 2 -
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
Paper • 2402.07630 • Published • 1 -
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction
Paper • 2404.12491 • Published • 3 -
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Paper • 2404.16130 • Published • 4 -
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
Paper • 2404.17723 • Published • 2 -
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
Paper • 2405.11706 • Published • 2 -
Graph Retrieval-Augmented Generation: A Survey
Paper • 2408.08921 • Published • 4 -
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
Paper • 2408.04948 • Published • 1 -
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
Paper • 2406.14550 • Published • 4 -
LightRAG: Simple and Fast Retrieval-Augmented Generation
Paper • 2410.05779 • Published • 1 -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 41 -
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
Paper • 2307.07697 • Published -
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Paper • 2405.14831 • Published • 3 -
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Paper • 2408.04187 • Published • 3