[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
☆2,183Mar 2, 2026Updated 2 months ago
Alternatives and similar repositories for KG-LLM-Papers
Users that are interested in KG-LLM-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome papers about unifying LLMs and KGs☆2,587May 2, 2025Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆213Aug 12, 2024Updated last year
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Jan 14, 2025Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆515Mar 5, 2025Updated last year
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆492Mar 2, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Insightful Tutorials and Papers about Knowledge Graphs☆1,038Apr 13, 2026Updated 3 weeks 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…☆648Mar 24, 2024Updated 2 years ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆192Jun 10, 2024Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆734Mar 22, 2024Updated 2 years ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,425Nov 5, 2025Updated 6 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
- AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets☆1,447Nov 11, 2025Updated 5 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆343Apr 24, 2025Updated last year
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆989Mar 2, 2025Updated last year
- AI Agents on 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.
- Exploring large language models for knowledge graph completion. ICASSP 2025☆162Aug 23, 2025Updated 8 months ago
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,056Nov 18, 2024Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆381May 22, 2024Updated last year
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,381Jul 19, 2025Updated 9 months ago
- A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.☆392Apr 15, 2025Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆340Sep 22, 2025Updated 7 months ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,385Jan 11, 2025Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆112May 2, 2023Updated 3 years ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆240May 22, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models☆215Dec 24, 2022Updated 3 years ago
- [Tool] For Knowledge Graph Representation Learning☆396Mar 8, 2024Updated 2 years ago
- A collection of resources on multimodal knowledge graph, including datasets, papers and contests.☆241Mar 16, 2025Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆247May 20, 2025Updated 11 months ago
- [EMNLP 2023] KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion☆59Mar 5, 2024Updated 2 years ago
- ☆44Jul 18, 2023Updated 2 years ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆657Mar 21, 2025Updated last year
- ☆1,361Dec 15, 2023Updated 2 years ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,605Apr 20, 2026Updated 2 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆324Feb 23, 2025Updated last year
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,229Jul 12, 2025Updated 9 months ago
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 11 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆32,715Apr 30, 2026Updated last week
- ☆2,132May 8, 2024Updated 2 years ago
- KG-BERT: BERT for Knowledge Graph Completion☆796Jul 23, 2025Updated 9 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,324Apr 20, 2026Updated 2 weeks ago