README.md

---
license: apache-2.0
---

# HuggingBench-Classification

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

## Dataset Details

- `classification.zip` contains training/validation/test set files and task-to-id file for multi-label classification.
- `huggingface_xxx.pt` is graph data file in the format required by [CogDL](https://github.com/THUDM/CogDL). `xxx` indicates the type of node feature initialization.

## Uses

<!-- Address questions around how the dataset is intended to be used. -->
We use [CogDL](https://github.com/THUDM/CogDL) to implemen baselines for task classification.
- Install [CogDL](https://github.com/THUDM/CogDL).
```
pip install cogdl
```
- Download data in [HuggingBench-Classification](https://huggingface.co/datasets/cqsss/HuggingBench-Classification) to `task_classification/data/`.
- Run `./task_classification/tune_huggingface.py` from [Github](https://github.com/nju-websoft/HuggingBench).