wyl-willing / MindMapLinks
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
☆332Updated 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…☆516Updated last year
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆431Updated 4 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆420Updated 2 months ago
- ☆303Updated 3 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
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆190Updated last year
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆193Updated 11 months ago
- ☆112Updated 9 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆182Updated 9 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆841Updated 6 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆240Updated last year
- ☆185Updated 2 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆178Updated 9 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆403Updated 5 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆251Updated last month
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆249Updated 5 months ago
- Corrective Retrieval Augmented Generation☆371Updated 7 months ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆400Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆724Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆109Updated last year
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆210Updated 11 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆296Updated last week
- ☆295Updated last year
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆194Updated 4 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆135Updated 4 months ago
- ☆310Updated 2 months ago
- ☆100Updated 3 weeks 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。☆299Updated last year
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆57Updated 7 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆324Updated 11 months ago