| --- |
| license: apache-2.0 |
| pretty_name: HyperAlign-Bench |
| tags: |
| - hypergraph |
| - large-language-models |
| - qwen3 |
| - hyper-align |
| - hypergraph-as-language |
| - hyperalign-bench |
| - arxiv:2605.21858 |
| --- |
| |
| # HyperAlign-Bench |
|
|
| This repository contains the released **HyperAlign-Bench** data bundle for the paper **Hypergraph as Language**. |
|
|
| HyperAlign-Bench is a benchmark for evaluating high-order association modeling in hypergraph-language alignment. It provides vertex classification and hyperedge classification tasks under the same question-answering protocol used by **Hyper-Align**. |
|
|
| The released bundle includes processed hypergraph tensors, task samples, prebaked samples, Qwen3-Embedding-0.6B features, and overview features for five datasets. |
|
|
| ## Files |
|
|
| ```text |
| arxiv_hg/ |
| cora_cc/ |
| pubmed/ |
| dblp/ |
| imdb/ |
| ``` |
|
|
| Each dataset directory follows this structure: |
|
|
| ```text |
| processed_data.pt |
| meta.json |
| samples/ |
| embeddings/qwen3emb_0.6b/ |
| overview/qwen3emb_0.6b/ |
| ``` |
|
|
| - `processed_data.pt` contains the processed hypergraph data. |
| - `meta.json` contains dataset metadata. |
| - `samples/` contains the VC and HEC task samples. |
| - `embeddings/qwen3emb_0.6b/` contains node and hyperedge text features. |
| - `overview/qwen3emb_0.6b/` contains overview features used by the released Hyper-Align pipeline. |
|
|
| For code, setup, and evaluation instructions, see the GitHub repository: |
|
|
| https://github.com/Mengqi-Lei/Hypergraph-as-Language |
|
|
| ## License |
|
|
| The HyperAlign-Bench release is distributed under the Apache License 2.0. |
|
|
| Qwen3-Embedding-0.6B is not redistributed here as a model. Users must comply with the license and terms of the upstream model repository: |
|
|
| - `Qwen/Qwen3-Embedding-0.6B` |
|
|
| ## Citation |
|
|
| If you use this dataset, please cite: |
|
|
| ```bibtex |
| @article{lei2026hypergraph, |
| title={Hypergraph as Language}, |
| author={Lei, Mengqi and Xie, Guohuan and Ying, Shihui and Du, Shaoyi and Yong, Jun-Hai and Li, Siqi and Gao, Yue}, |
| journal={arXiv preprint arXiv:2605.21858}, |
| year={2026} |
| } |
| ``` |
|
|
| ## Links |
|
|
| - Paper: https://arxiv.org/abs/2605.21858 |
| - Code: https://github.com/Mengqi-Lei/Hypergraph-as-Language |
|
|
