zjunlp / AutoKGLinks
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
☆431Updated 4 months ago
Alternatives and similar repositories for AutoKG
Users that are interested in AutoKG are comparing it to the libraries listed below
Sorting:
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆420Updated 2 months ago
- ☆303Updated 3 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆332Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆251Updated last month
- 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…☆516Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆109Updated last year
- ☆112Updated 9 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆190Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆182Updated 9 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆305Updated 9 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆249Updated 5 months ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆193Updated 11 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆724Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆841Updated 6 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆296Updated last week
- Exploring large language models for knowledge graph completion. ICASSP 2025☆128Updated last year
- Repo ISWC-2023 Tekgen Corpus Submission☆64Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆448Updated 2 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆105Updated 2 years ago
- ☆472Updated last year
- Create knowledge graphs with LLMs☆434Updated 3 months ago
- ☆310Updated 2 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆403Updated 5 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆324Updated 11 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆722Updated 5 months ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆400Updated last year
- Official repository of KG-GPT☆70Updated last year
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆40Updated this week
- ☆249Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆123Updated 2 weeks ago