https://github.com/adrianbzg/hyperbert

Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs" (EMNLP 2024)
https://github.com/adrianbzg/hyperbert

deep-learning hypergraphs language-model multimodal-deep-learning

Last synced: 15 days ago
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Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs" (EMNLP 2024)

• Host: GitHub
• URL: https://github.com/adrianbzg/hyperbert
• Owner: AdrianBZG
• License: mit
• Created: 2024-01-13T17:06:41.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2025-04-06T00:19:10.000Z (12 months ago)
• Last Synced: 2025-04-06T00:24:04.788Z (12 months ago)
• Topics: deep-learning, hypergraphs, language-model, multimodal-deep-learning
• Language: Python
• Homepage: https://arxiv.org/abs/2402.07309
• Size: 26.4 KB
• Stars: 20
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs

### [Paper](https://arxiv.org/abs/2402.07309)

This is the official implementation of the paper "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs".

![image](https://github.com/AdrianBZG/HyperBERT/assets/8275330/733245cb-320b-4a97-b2cb-a37af374600f)

## Citation

```

@misc{bazaga2024hyperbert,

      title={HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs}, 

      author={Adrián Bazaga and Pietro Liò and Gos Micklem},

      year={2024},

      eprint={2402.07309},

      archivePrefix={arXiv},

      primaryClass={cs.LG}

}

```

## Contact

For feedback, questions, or press inquiries please contact [Adrián Bazaga](mailto:ar989@cam.ac.uk)