XiaoxinHe / G-Retriever
Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering""
☆414Updated 3 months ago
Alternatives and similar repositories for G-Retriever:
Users that are interested in G-Retriever are comparing it to the libraries listed below
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆292Updated 9 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆381Updated last week
- ☆291Updated 2 weeks ago
- ☆220Updated this week
- ☆154Updated 6 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆221Updated 2 months ago
- Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".☆106Updated 4 months ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆883Updated last week
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆405Updated 2 months ago
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆480Updated 11 months ago
- ☆132Updated 6 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆177Updated 9 months ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆290Updated 6 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆273Updated 3 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆165Updated 7 months ago
- A foundation model for knowledge graph reasoning☆516Updated last month
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆576Updated 2 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆204Updated last week
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆57Updated last month
- ☆245Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆302Updated 9 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆784Updated 4 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆277Updated this week
- STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases (NeurIPS D&B 2024)☆304Updated 2 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆105Updated last year
- Code that implements efficient knowledge graph extraction from the textual descriptions☆161Updated 2 years ago
- Corrective Retrieval Augmented Generation☆353Updated 5 months ago
- Efficient Automated Knowledge Graph Generation for Large Language Models☆94Updated 10 months ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆190Updated 9 months ago
- ☆95Updated 7 months ago