wyl-willing / MindMapLinks
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
☆342Updated last year
Alternatives and similar repositories for MindMap
Users that are interested in MindMap are comparing it to the libraries listed below
Sorting:
- 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…☆521Updated last year
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆437Updated 5 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆306Updated 10 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆426Updated 3 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆195Updated last year
- ☆119Updated 10 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
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆405Updated 6 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆252Updated 5 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆184Updated 10 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆726Updated last year
- Exploring large language models for knowledge graph completion. ICASSP 2025☆131Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆257Updated last month
- ☆187Updated 3 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆306Updated last month
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆241Updated 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
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆179Updated 10 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆57Updated 7 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆139Updated 5 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
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆405Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆332Updated last year
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆196Updated 5 months ago
- ☆336Updated 2 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆455Updated 3 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆63Updated 5 months ago
- ☆249Updated last year