Mathews-Tom / LightPROFLinks
LightPROF: A Lightweight Reasoning Framework for LLMs on Knowledge Graphs
☆34Updated this week
Alternatives and similar repositories for LightPROF
Users that are interested in LightPROF 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…☆609Updated last year
- ☆500Updated 8 months ago
- ☆236Updated 9 months ago
- ☆100Updated 10 months ago
- [WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning☆42Updated 3 months ago
- [ACL 2025] The official repository for "HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Res…☆16Updated 9 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆292Updated 11 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆223Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆141Updated 10 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆477Updated 9 months ago
- ☆324Updated 9 months ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆121Updated 3 weeks ago
- ☆365Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆517Updated 9 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆363Updated last year
- ☆161Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆84Updated 11 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆69Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆921Updated last year
- [ACL 2024] REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation☆12Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆394Updated last year
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆195Updated 3 weeks ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆400Updated 8 months ago
- ☆56Updated 5 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆462Updated 11 months ago
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆295Updated 2 months ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆103Updated 9 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆216Updated 7 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆311Updated 7 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆333Updated 2 months ago