[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
☆465Jan 14, 2025Updated last year
Alternatives and similar repositories for AutoKG
Users that are interested in AutoKG are comparing it to the libraries listed below
Sorting:
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,151Mar 2, 2026Updated 2 weeks ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆161Aug 23, 2025Updated 6 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆112May 2, 2023Updated 2 years ago
- ☆174Aug 13, 2024Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆138Jan 15, 2026Updated 2 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Aug 12, 2024Updated last year
- Awesome papers about unifying LLMs and KGs☆2,582May 2, 2025Updated 10 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆330Apr 24, 2025Updated 10 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆734Mar 22, 2024Updated last year
- COLING 2022: Knowledge Is Flat: A Seq2Seq Generative framework For Various Knowledge Graph Completion☆32Nov 1, 2022Updated 3 years ago
- Knowledge graph construction based on LLM☆11Dec 4, 2023Updated 2 years ago
- ACL 2022: Sequence-to-Sequence Knowledge Graph Completion and Question Answering (KGT5)☆106Nov 27, 2023Updated 2 years ago
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,341Jul 19, 2025Updated 8 months ago
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆113Jul 11, 2023Updated 2 years ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,377Jan 11, 2025Updated last year
- [CIKM2023] HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion☆16Nov 26, 2024Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆500Mar 5, 2025Updated last year
- [ACL 2023] To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion☆13Feb 3, 2023Updated 3 years ago
- ☆252Sep 4, 2023Updated 2 years ago
- [SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction☆42Apr 5, 2023Updated 2 years ago
- Code that implements efficient knowledge graph extraction from the textual descriptions☆176Sep 17, 2025Updated 6 months ago
- [NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models☆55Jul 31, 2023Updated 2 years ago
- Create knowledge graphs with LLMs☆504Oct 11, 2025Updated 5 months ago
- ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models☆213Dec 24, 2022Updated 3 years ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆939Nov 9, 2024Updated last year
- [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction☆22Jan 28, 2024Updated 2 years ago
- [Tool] For Knowledge Graph Representation Learning☆393Mar 8, 2024Updated 2 years ago
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆829May 28, 2024Updated last year
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆358May 21, 2025Updated 10 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆337Sep 22, 2025Updated 5 months ago
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆107Jul 1, 2024Updated last year
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆38Sep 27, 2023Updated 2 years ago
- ☆12Mar 23, 2024Updated last year
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆409Dec 23, 2024Updated last year
- Temporal Knowledge Graph Forecasting Using In-Context Learning (EMNLP 2023)☆34Jun 28, 2024Updated last year
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆168Jul 28, 2025Updated 7 months ago
- ☆42Jul 18, 2023Updated 2 years ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆231May 22, 2024Updated last year
- Official Repository for ICLR 2023 Paper: Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning☆13Jun 6, 2023Updated 2 years ago