Awesome papers about unifying LLMs and KGs
☆2,583May 2, 2025Updated 10 months ago
Alternatives and similar repositories for Awesome-LLM-KG
Users that are interested in Awesome-LLM-KG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,161Mar 2, 2026Updated 3 weeks ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆502Mar 5, 2025Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,413Nov 5, 2025Updated 4 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆465Jan 14, 2025Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆734Mar 22, 2024Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Aug 12, 2024Updated last year
- AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets☆1,439Nov 11, 2025Updated 4 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆939Nov 9, 2024Updated last year
- Insightful Tutorials and Papers about Knowledge Graphs☆1,020Mar 18, 2026Updated last week
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆983Mar 2, 2025Updated last year
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,356Jul 19, 2025Updated 8 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆240May 20, 2025Updated 10 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆112May 2, 2023Updated 2 years ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆235May 22, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Create knowledge graphs with LLMs☆504Oct 11, 2025Updated 5 months ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆161Aug 23, 2025Updated 7 months ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,376Jan 11, 2025Updated last year
- ☆323Feb 23, 2025Updated last year
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆654Mar 21, 2025Updated last year
- Repository for the NaLLM project☆1,402Jun 28, 2024Updated last year
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆483Mar 2, 2026Updated 3 weeks ago
- 🤖 A Python library for learning and evaluating knowledge graph embeddings☆1,967Dec 17, 2025Updated 3 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆538Mar 19, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆252Sep 4, 2023Updated 2 years ago
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 10 months ago
- Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️♂️☆4,430May 10, 2024Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆331Apr 24, 2025Updated 11 months ago
- A foundation model for knowledge graph reasoning☆605Feb 3, 2025Updated last year
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,575May 7, 2025Updated 10 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…☆638Mar 24, 2024Updated 2 years ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆192Jun 10, 2024Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆380May 22, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,057Nov 18, 2024Updated last year
- A curated list of Knowledge Graph related learning materials, databases, tools and other resources☆1,819Feb 28, 2026Updated last month
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆31,670Mar 19, 2026Updated last week
- ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models☆213Dec 24, 2022Updated 3 years ago
- Awesome-LLM: a curated list of Large Language Model☆26,536Jul 31, 2025Updated 7 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆409Dec 23, 2024Updated last year