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HuggingBench-Classification

Tasks:

Text Classification

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HuggingBench-Classification / README.md

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metadata

license: apache-2.0
task_categories:
  - text-classification

HuggingBench-Classification

This dataset contains Task Classification test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph" (https://huggingface.co/papers/2505.17507).

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. xxx indicates the type of node feature initialization.

Uses

We use CogDL to implemen baselines for task classification.

Install CogDL.

pip install cogdl

Download data in HuggingBench-Classification to task_classification/data/.
Run ./task_classification/tune_huggingface.py from Github.

💻 GitHub	Code Reposity
📄 Paper	ArXiv-Link
📊 Data	HuggingBench