TRAIS-Lab / LLM-Structured-Data
☆25Updated last year
Related projects ⓘ
Alternatives and complementary repositories for LLM-Structured-Data
- Benchmark☆80Updated 7 months ago
- ☆78Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆46Updated 3 weeks ago
- Official Repo of SimTeG☆35Updated 7 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆115Updated 3 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆66Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆82Updated 2 months ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆28Updated this week
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆28Updated last week
- ☆117Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆185Updated 5 months ago
- A generative one-for-all model for joint graph language modeling☆15Updated last week
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆33Updated last year
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆20Updated 7 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆72Updated 3 months ago
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs☆11Updated 7 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆85Updated 2 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆24Updated 4 months ago
- ☆20Updated 3 months ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆24Updated 2 weeks ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆28Updated last month
- ☆159Updated 7 months ago
- ☆18Updated 2 years ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆186Updated 6 months ago
- ☆16Updated 11 months ago
- Ongoing project: a library for graph foundation model☆13Updated 9 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆27Updated 4 months ago
- A curated list of resources for graph prompting methods☆28Updated 10 months ago
- A curated list of papers and resources about multimodal learning on graphs.☆19Updated last month