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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. |
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- `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. --> |
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We use [CogDL](https://github.com/THUDM/CogDL) to implemen baselines for task classification. |
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- Install [CogDL](https://github.com/THUDM/CogDL). |
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``` |
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pip install cogdl |
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``` |
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- Download data in [HuggingBench-Classification](https://huggingface.co/datasets/cqsss/HuggingBench-Classification) to `task_classification/data/`. |
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- Run `./task_classification/tune_huggingface.py` from [Github](https://github.com/nju-websoft/HuggingBench). |
