zjukg / KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
☆1,514Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for KG-LLM-Papers
- Awesome papers about unifying LLMs and KGs☆2,048Updated last month
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆761Updated this week
- This is the official github repo of Think-on-Graph. If you are interested in our work or willing to join our research team in Shenzhen, p…☆412Updated 7 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆689Updated last week
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey"☆804Updated 2 weeks ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆321Updated last month
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆695Updated 7 months ago
- A collection of AWESOME things about Graph-Related LLMs.☆1,800Updated last week
- LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆365Updated 9 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆259Updated 5 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆963Updated last month
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,256Updated 3 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆926Updated this week
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆337Updated 6 months ago
- ☆1,830Updated 6 months ago
- This is the repo for the survey of LLM4IR.☆435Updated 2 months ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆531Updated 2 weeks ago
- ☆267Updated 10 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆941Updated 2 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆897Updated last week
- Automatic Ontology and Knowledge Graph construction with LLM☆146Updated this week
- Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓☆1,920Updated this week
- Must-read Papers on LLM Agents.☆1,864Updated last week
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆1,836Updated 5 months ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆1,943Updated this week
- ☆625Updated last month
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆322Updated this week
- Insightful Tutorials and Papers about Knowledge Graphs☆776Updated this week
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆338Updated 4 months ago
- A repo lists papers related to LLM based agent☆1,085Updated 3 months ago