IDEA-FinAI / ToGLinks
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 Shenzhen, please feel free to contact us by email (xuchengjin@idea.edu.cn)
☆525Updated last year
Alternatives and similar repositories for ToG
Users that are interested in ToG are comparing it to the libraries listed below
Sorting:
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆437Updated 5 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆342Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆195Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆306Updated 10 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆184Updated 10 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆426Updated 3 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆253Updated 6 months ago
- ☆306Updated 4 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆851Updated 7 months ago
- ☆187Updated 3 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆306Updated last month
- ☆336Updated 2 months ago
- ☆119Updated 10 months ago
- RAGOnMedicalKG,将大模型RAG与KG结合,完成demo级问答,旨在给出基础的思路。☆300Updated last year
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆194Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆112Updated last year
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆139Updated 5 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆315Updated last month
- Automatic Ontology and Knowledge Graph construction with LLM☆259Updated 2 months ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆44Updated 3 weeks ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆332Updated last year
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆241Updated last year
- Exploring large language models for knowledge graph completion. ICASSP 2025☆131Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆179Updated 10 months ago
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆427Updated 6 months ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,945Updated 3 months 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…☆823Updated last year
- Neo4j graph construction from unstructured data☆311Updated 10 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆57Updated 8 months ago
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆196Updated 5 months ago