Awesome papers about unifying LLMs and KGs
☆2,614May 2, 2025Updated last year
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)☆2,228Mar 2, 2026Updated 5 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆533Mar 5, 2025Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,447Nov 5, 2025Updated 9 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆472Jan 14, 2025Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆733Mar 22, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆213Aug 12, 2024Updated 2 years ago
- AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets☆12Nov 11, 2025Updated 9 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆943Nov 9, 2024Updated last year
- Insightful Tutorials and Papers about Knowledge Graphs☆1,070Aug 14, 2026Updated 2 weeks ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆999Mar 2, 2025Updated last year
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,475Jul 13, 2026Updated last month
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆265May 20, 2025Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆244May 22, 2024Updated 2 years ago
- We want to try and evaluate LLMs using Knowledge Graphs☆113May 2, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Create knowledge graphs with LLMs☆508Oct 11, 2025Updated 10 months ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆162Aug 23, 2025Updated last year
- ☆326Feb 23, 2025Updated last year
- Repository for the NaLLM project☆1,404Jun 28, 2024Updated 2 years ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,386Jan 11, 2025Updated last year
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆656Mar 21, 2025Updated last year
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆506Mar 2, 2026Updated 5 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆550Mar 19, 2025Updated last year
- 🤖 A Python library for learning and evaluating knowledge graph embeddings☆2,032Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆248Sep 4, 2023Updated 2 years ago
- Awesome Papers About Performing Prompting On Graphs☆424May 15, 2025Updated last year
- Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️♂️☆4,427May 10, 2024Updated 2 years ago
- A foundation model for knowledge graph reasoning☆637Feb 3, 2025Updated 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…☆658Mar 24, 2024Updated 2 years ago
- Automatic Ontology and Knowledge Graph construction with LLM☆359Apr 24, 2025Updated last year
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,678Apr 20, 2026Updated 4 months ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆192Jun 10, 2024Updated 2 years ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆386May 22, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,061Nov 18, 2024Updated last year
- A curated list of Knowledge Graph related learning materials, databases, tools and other resources☆1,885Feb 28, 2026Updated 6 months ago
- ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models☆215Dec 24, 2022Updated 3 years ago
- Awesome-LLM: a curated list of Large Language Model☆27,306Jul 31, 2025Updated last year
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆35,741Updated this week
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆78Jan 22, 2024Updated 2 years ago