Arthur-Heng / NLGraph
Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)
☆122Updated 7 months ago
Alternatives and similar repositories for NLGraph:
Users that are interested in NLGraph are comparing it to the libraries listed below
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆106Updated 7 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆106Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆57Updated 5 months ago
- ☆90Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆227Updated this week
- ☆126Updated 2 weeks ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆208Updated 11 months ago
- ☆25Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆77Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆286Updated last month
- Official Repo of SimTeG☆41Updated last year
- Benchmark☆97Updated last year
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆27Updated last year
- ☆171Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 8 months ago
- A generative one-for-all model for joint graph language modeling☆30Updated this week
- Accompanied repositories for our paper Graph foundation model☆198Updated 5 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆98Updated 7 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆31Updated 9 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆42Updated 3 months ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆42Updated last month
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆28Updated 8 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆35Updated 5 months ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆52Updated 3 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆154Updated 5 months ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆33Updated 3 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆38Updated 3 months ago
- ☆87Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆95Updated last year
- [CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.☆13Updated last month