RManLuo / reasoning-on-graphsLinks
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
☆470Updated 9 months ago
Alternatives and similar repositories for reasoning-on-graphs
Users that are interested in reasoning-on-graphs are comparing it to the libraries listed below
Sorting:
- ☆323Updated 9 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆463Updated 10 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆506Updated 8 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆206Updated 6 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆220Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆362Updated last year
- ☆229Updated 8 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆291Updated 11 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆391Updated last year
- 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…☆596Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆210Updated last year
- ☆157Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆83Updated 10 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆67Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆136Updated 10 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆306Updated 7 months ago
- ☆489Updated 8 months ago
- A collection of resources on multimodal knowledge graph, including datasets, papers and contests.☆215Updated 8 months ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆112Updated last week
- ☆52Updated 4 months ago
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆180Updated last week
- ☆94Updated 9 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆73Updated 8 months ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆416Updated 2 years ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆155Updated 3 months ago
- ☆251Updated 2 years ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆733Updated last year
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆194Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆130Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆914Updated last year