README.md

---
license: apache-2.0
task_categories:
- text-ranking
---

# HuggingBench-Recommendation

This dataset contains Resource Recommendation test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".

## Dataset Details

- `general_rec` contains training/validation/test set files for the *General Collaborative Filtering* methods in the format required by [SSLRec](https://github.com/HKUDS/SSLRec).
- `social_rec` contains training/validation/test set files and user social relation file for the *Social Recommendation* methods in the format required by [SSLRec](https://github.com/HKUDS/SSLRec).
- `ke_rec_xxx` contains training/validation/test set files and external KG files for the *Social Recommendation* methods in the format required by [SSLRec](https://github.com/HKUDS/SSLRec). `xxx` indicates the type of external KG from HuggingKG.

## Uses

<!-- Address questions around how the dataset is intended to be used. -->
We use [SSLRec](https://github.com/HKUDS/SSLRec) to implemen baselines for resource recommendation. 
- Clone [SSLRec](https://github.com/HKUDS/SSLRec) and configure required environment.
- Download data in [HuggingBench-Recommendation](https://huggingface.co/datasets/cqsss/HuggingBench-Recommendation) to `SSLRec/datasets` of SSLRec.
- Copy configuration files in `./resource_recommendation/SSLRec/config` and `./resource_recommendation/SSLRec/data_utils` from [Github](https://github.com/nju-websoft/HuggingBench). 
- Run shell scripts in `./resource_recommendation/SSLRec/scripts`.

<table>
  <thead>
  </thead>
  <tbody>
    <tr>
      <td>💻 <strong>GitHub</strong></td>
      <td><a href="https://github.com/nju-websoft/HuggingBench">Code Reposity</a></td>
    </tr>
    <tr>
      <td>📄 <strong>Paper</strong></td>
      <td><a href="https://huggingface.co/papers/2505.17507">HuggingFace Paper</a></td>
    </tr>
    <tr>
      <td>📊 <strong>Data</strong></td>
      <td><a href="https://huggingface.co/collections/cqsss/huggingbench-67b2ee02ca45b15e351009a2">
HuggingBench</a></td>
    </tr>
  </tbody>
</table>