pengboci / GraphRAG-SurveyLinks
☆187Updated 3 months ago
Alternatives and similar repositories for GraphRAG-Survey
Users that are interested in GraphRAG-Survey are comparing it to the libraries listed below
Sorting:
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆253Updated 6 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆92Updated 4 months ago
- ☆336Updated 2 months ago
- ☆40Updated 7 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
- ☆306Updated 4 months ago
- Graph Foundation Model for Retrieval Augmented Generation☆94Updated 3 weeks ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆44Updated 3 weeks ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆135Updated last month
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆63Updated 5 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆332Updated last year
- ☆48Updated 4 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆184Updated 10 months ago
- HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation☆90Updated last month
- An up-to-date curated list of Retrieval-Augmented Generation (RAG) for LLMs.☆90Updated last week
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆57Updated 8 months ago
- 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…☆525Updated last year
- ☆31Updated 5 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆437Updated 5 months ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆36Updated 5 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆148Updated 4 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆330Updated 2 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆458Updated 3 months ago
- ☆119Updated 10 months ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆61Updated 3 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆241Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆179Updated 10 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆139Updated 5 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆342Updated last year