Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,23 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
---
|
| 4 |
+
|
| 5 |
+
# HuggingBench-Classification
|
| 6 |
+
|
| 7 |
+
This dataset contains Task Classification test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".
|
| 8 |
+
|
| 9 |
+
## Dataset Details
|
| 10 |
+
|
| 11 |
+
- `classification.zip` contains training/validation/test set files and task-to-id file for multi-label classification.
|
| 12 |
+
- `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.
|
| 13 |
+
|
| 14 |
+
## Uses
|
| 15 |
+
|
| 16 |
+
<!-- Address questions around how the dataset is intended to be used. -->
|
| 17 |
+
We use [CogDL](https://github.com/THUDM/CogDL) to implemen baselines for task classification.
|
| 18 |
+
- Install [CogDL](https://github.com/THUDM/CogDL).
|
| 19 |
+
```
|
| 20 |
+
pip install cogdl
|
| 21 |
+
```
|
| 22 |
+
- Download data in [HuggingBench-Classification](https://huggingface.co/datasets/cqsss/HuggingBench-Classification) to `task_classification/data/`.
|
| 23 |
+
- Run `./task_classification/tune_huggingface.py` from [Github](https://github.com/nju-websoft/HuggingBench).
|