Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering""
☆557Mar 19, 2025Updated last year
Alternatives and similar repositories for G-Retriever
Users that are interested in G-Retriever are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆448Jun 12, 2024Updated 2 years ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆535Mar 5, 2025Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,452Nov 5, 2025Updated 11 months ago
- ☆67Jul 10, 2025Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆270Apr 14, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [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
- 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
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆166Sep 4, 2024Updated 2 years ago
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆311Sep 8, 2026Updated last month
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆247May 22, 2024Updated 2 years ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆311Dec 24, 2024Updated last year
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆259May 18, 2024Updated 2 years ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆1,000Mar 2, 2025Updated last year
- Awesome Papers About Performing Prompting On Graphs☆426May 15, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Graph Transformers for Large Graphs☆23Apr 26, 2024Updated 2 years ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆656Mar 21, 2025Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆316Mar 10, 2025Updated last year
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆32Jun 6, 2025Updated last year
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆37Aug 31, 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
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆269May 20, 2025Updated last year
- ☆292Mar 21, 2025Updated last year
- Exploring large language models for knowledge graph completion. ICASSP 2025☆163Aug 23, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,245Mar 2, 2026Updated 8 months ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆368Mar 15, 2025Updated last year
- A foundation model for knowledge graph reasoning☆651Feb 3, 2025Updated last year
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆156May 11, 2025Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆73Oct 28, 2024Updated 2 years ago
- Awesome papers about unifying LLMs and KGs☆2,620May 2, 2025Updated last year
- [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
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆79Jul 29, 2024Updated 2 years ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆948Nov 9, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆326Feb 23, 2025Updated last year
- Papers about large graph models.☆292Mar 24, 2024Updated 2 years ago
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆832Jun 25, 2024Updated 2 years ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model (IEEE Transactions on Big Data)☆130Jan 29, 2026Updated 9 months ago
- (NeurIPS D&B 2024) STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases☆338Feb 6, 2026Updated 8 months ago
- ☆108Jul 12, 2023Updated 3 years ago
- A Unified Python Library for Graph Prompting☆586Jun 2, 2026Updated 5 months ago