Efficient Automated Knowledge Graph Generation for Large Language Models
☆134Jan 15, 2026Updated last month
Alternatives and similar repositories for AutoKG
Users that are interested in AutoKG are comparing it to the libraries listed below
Sorting:
- Prompt-based pipeline for extracting procedural knowledge graphs from text with LLMs☆15Feb 17, 2026Updated 2 weeks ago
- Automatic Ontology and Knowledge Graph construction with LLM☆327Apr 24, 2025Updated 10 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Jan 14, 2025Updated last year
- Create knowledge graphs with LLMs☆501Oct 11, 2025Updated 4 months ago
- ☆635May 18, 2024Updated last year
- Exploring large language models for knowledge graph completion. ICASSP 2025☆161Aug 23, 2025Updated 6 months ago
- ☆20Oct 12, 2024Updated last year
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆354May 21, 2025Updated 9 months ago
- This repo explores how AMR to address tasks difficult for LLMs☆13Jan 15, 2024Updated 2 years ago
- Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport (Findings-ACL 2023)☆13May 4, 2023Updated 2 years ago
- Knowledge graph construction based on LLM☆11Dec 4, 2023Updated 2 years ago
- ☆12Aug 21, 2024Updated last year
- LM-KG-Completion☆10Oct 22, 2023Updated 2 years ago
- ☆20Jul 23, 2025Updated 7 months ago
- A powerful headless browser MCP server that enables AI agents to fetch web content and perform Google searches without requiring any API …☆22Feb 12, 2025Updated last year
- ☆15Dec 3, 2024Updated last year
- Flexible, efficient, and context-aware generation from large unstructured knowledge sources.☆17May 7, 2024Updated last year
- Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"☆17Mar 29, 2024Updated last year
- Revisiting Hierarchical Text Classification : Inference and Metrics☆16Dec 9, 2024Updated last year
- ☆17Apr 3, 2024Updated last year
- [EMNLP 2023] KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion☆57Mar 5, 2024Updated last year
- Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model☆17Oct 10, 2024Updated last year
- ☆169Aug 13, 2024Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,145Mar 25, 2025Updated 11 months ago
- The official Pytorch implementation of "UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledg…☆15May 16, 2022Updated 3 years ago
- A collection of interesting links, articles, research papers and projects related to knowledge graphs, GenAI and LLMs (large language mod…☆28Jul 5, 2024Updated last year
- ☆20Aug 29, 2024Updated last year
- LLM-KG-Bench is a Framework and task collection for automated benchmarking of Large Language Models (LLMs) on Knowledge Graph (KG) relate…☆54Updated this week
- This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial da…☆26Updated this week
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆413Jun 12, 2024Updated last year
- ☆14May 26, 2023Updated 2 years ago
- A curated list of awesome Technical Language Processing☆22Apr 26, 2024Updated last year
- Code for Zero-shot Triplet Extraction by Template Infilling (Kim et al; IJCNLP-AACL 2023)☆21Feb 17, 2024Updated 2 years ago
- Knowledge Graph Large Language Model (KG-LLM)☆36Jun 23, 2024Updated last year
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆199Mar 28, 2024Updated last year
- Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA☆3,001Feb 12, 2026Updated 2 weeks ago
- A Python-based chatbot project built on the autogen and tinygrad foundation, utilizing advanced agents for dynamic conversations and func…☆27Oct 9, 2024Updated last year
- ☆18Nov 11, 2022Updated 3 years ago
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆54May 13, 2025Updated 9 months ago