GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning
☆448Jun 12, 2024Updated 2 years ago
Alternatives and similar repositories for GNN-RAG
Users that are interested in GNN-RAG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs☆40Mar 12, 2023Updated 3 years ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆557Mar 19, 2025Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆535Mar 5, 2025Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆187Jan 27, 2025Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆269May 20, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆311Dec 24, 2024Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆247May 22, 2024Updated 2 years ago
- ☆67Jul 10, 2025Updated last year
- Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval, WWW 2024☆15Oct 22, 2024Updated 2 years ago
- ☆15Sep 10, 2024Updated 2 years ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆341Sep 22, 2025Updated last year
- 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…☆666Mar 24, 2024Updated 2 years ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆100Jan 13, 2025Updated last year
- LightPROF: A Lightweight Reasoning Framework for LLMs on Knowledge Graphs☆46Feb 16, 2026Updated 8 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for the paper "KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning"☆15Oct 21, 2025Updated last year
- Official Implementation of EMNLP 2024 paper "Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQ…☆13Aug 11, 2025Updated last year
- The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering☆118Oct 1, 2022Updated 4 years ago
- Official implementation of NeurIPS 2023 paper, "NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA".☆23Dec 6, 2023Updated 2 years ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Aug 12, 2024Updated 2 years ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆4,098Oct 6, 2026Updated 3 weeks ago
- ☆26Aug 11, 2026Updated 2 months ago
- ☆32Jan 13, 2025Updated last year
- Subgraph-Aware Training for Knowledge Graph Completion☆20Nov 21, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆311Sep 8, 2026Updated last month
- ☆32Apr 14, 2023Updated 3 years ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆471Jan 14, 2025Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,452Nov 5, 2025Updated 11 months ago
- Code and data for QueryAgent(ACL 2024)☆21Dec 19, 2024Updated last year
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆83Mar 23, 2025Updated last year
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆1,000Mar 2, 2025Updated last year
- [ACL'24] Official Implementation of the paper "Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs"(https:…☆45Apr 22, 2025Updated last year
- The folk code of UniKGQA-ICLR-2023☆50May 17, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,245Mar 2, 2026Updated 8 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆78Jan 22, 2024Updated 2 years ago
- Code for the CIKM'23 paper "A Retrieve-and-Read Framework for Knowledge Graph Link Prediction"☆15Mar 23, 2025Updated last year
- The code of CIKM 2023 short paper : Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA☆20Jul 19, 2024Updated 2 years ago
- A foundation model for knowledge graph reasoning☆651Feb 3, 2025Updated last year
- Official implementation of A* Networks☆157Aug 12, 2023Updated 3 years ago
- [WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning☆131Sep 1, 2025Updated last year