zjukg / KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
☆1,801Updated last week
Alternatives and similar repositories for KG-LLM-Papers:
Users that are interested in KG-LLM-Papers are comparing it to the libraries listed below
- Awesome papers about unifying LLMs and KGs☆2,283Updated last month
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆915Updated 4 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆801Updated 4 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆304Updated 10 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆412Updated 2 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…☆494Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆398Updated 3 weeks ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆894Updated last month
- Insightful Tutorials and Papers about Knowledge Graphs☆850Updated last week
- A collection of AWESOME things about Graph-Related LLMs.☆2,076Updated 2 weeks ago
- Automatic Ontology and Knowledge Graph construction with LLM☆218Updated last week
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆715Updated last year
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,153Updated last month
- ☆1,989Updated 10 months ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆581Updated last week
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆397Updated 3 months ago
- Repository for the NaLLM project☆1,365Updated 9 months ago
- A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.☆365Updated last month
- ☆298Updated last month
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆425Updated 2 weeks ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆292Updated 7 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,044Updated 3 weeks 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 …☆1,002Updated 4 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆303Updated 9 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,574Updated 7 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆697Updated 3 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆945Updated 3 months ago
- ☆163Updated last week
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆171Updated 7 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,012Updated 10 months ago