DiffKG: Knowledge Graph Diffusion Model for Recommendation Paper • 2312.16890 • Published Dec 28, 2023 • 1
Unifying Large Language Models and Knowledge Graphs: A Roadmap Paper • 2306.08302 • Published Jun 14, 2023 • 3
Talk like a Graph: Encoding Graphs for Large Language Models Paper • 2310.04560 • Published Oct 6, 2023 • 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 Nov 13, 2023 • 1
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Paper • 2402.07630 • Published Feb 12 • 1
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Paper • 2404.12491 • Published Apr 18 • 3
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Paper • 2404.16130 • Published Apr 24 • 3
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering Paper • 2404.17723 • Published Apr 26 • 1
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue! Paper • 2405.11706 • Published May 20 • 1
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Paper • 2408.04948 • Published Aug 9 • 1
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models Paper • 2406.14550 • Published Jun 20 • 3