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| license: apache-2.0 |
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| # HuggingBench-Classification |
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| This dataset contains Task Classification test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph". |
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| ## Dataset Details |
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| - `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. |
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| ## Uses |
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| <!-- 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). |
