machuangtao / LLM-KG4QALinks
LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering
☆127Updated last month
Alternatives and similar repositories for LLM-KG4QA
Users that are interested in LLM-KG4QA are comparing it to the libraries listed below
Sorting:
- ☆236Updated 9 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆292Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆216Updated 7 months ago
- ☆57Updated 5 months ago
- ☆161Updated last year
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆107Updated 10 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆142Updated 10 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆482Updated 9 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆84Updated 11 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆223Updated last year
- ☆100Updated 10 months ago
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆196Updated last month
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆210Updated last year
- ☆500Updated 8 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆520Updated 9 months ago
- ☆31Updated 11 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆397Updated last year
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆69Updated last year
- ☆324Updated 10 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆462Updated 11 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…☆610Updated last year
- A collection of resources on multimodal knowledge graph, including datasets, papers and contests.☆221Updated 9 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆182Updated 3 weeks ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆71Updated last year
- [EMNLP'25 main] This is the official repo for the paper, Can LLMs be Good Graph Judge for Knowledge Graph Construction?☆20Updated 3 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆74Updated 9 months ago
- Repo ISWC-2023 Tekgen Corpus Submission☆72Updated last year
- Official repository of KG-GPT☆71Updated 2 years ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆367Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆68Updated 5 months ago