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☆114Updated last year
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆108Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆137Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆131Updated last year
- Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)☆31Updated 7 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆34Updated last year
- Official Repo of SimTeG☆42Updated last year
- ☆98Updated 2 years ago
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆50Updated 2 years ago
- A generative one-for-all model for joint graph language modeling☆43Updated 3 months ago
- ☆129Updated 6 months ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆53Updated 7 months ago
- ☆35Updated 2 years ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆36Updated 8 months ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆136Updated last year
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆160Updated 11 months ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆35Updated last year
- ☆23Updated 6 months ago
- A curated list of papers and resources about multimodal learning on graphs.☆36Updated 7 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆85Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆304Updated 6 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆42Updated 11 months ago
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023☆33Updated 2 years ago
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆28Updated 5 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆245Updated 5 months ago
- ☆33Updated last year
- [Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild☆37Updated last year
- Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)☆15Updated 2 years ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆21Updated last month
- ☆27Updated 2 years ago