wjn1996 / InstructGraphLinks
A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf
☆79Updated last year
Alternatives and similar repositories for InstructGraph
Users that are interested in InstructGraph are comparing it to the libraries listed below
Sorting:
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆112Updated last year
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆108Updated 11 months ago
- Official Repo of SimTeG☆42Updated last year
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆50Updated 2 years ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆136Updated last year
- ☆96Updated 2 years ago
- Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)☆30Updated 6 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆131Updated 11 months ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆35Updated 7 months ago
- ☆129Updated 4 months ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆136Updated last year
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆34Updated last year
- A generative one-for-all model for joint graph language modeling☆42Updated 2 months ago
- A curated list of papers and resources about multimodal learning on graphs.☆35Updated 5 months ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆53Updated 6 months ago
- ☆35Updated 2 years ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆303Updated 5 months ago
- ☆27Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆236Updated 4 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆49Updated 3 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆160Updated 10 months ago
- ☆249Updated last year
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023☆31Updated 2 years ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆63Updated 9 months ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆33Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆83Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆40Updated 10 months ago
- ☆33Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆205Updated last year
- [Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild☆38Updated last year