Improve dataset card for NLP-ADBench: Add metadata, links, overview, sample usage, and citation

#3
by nielsr HF Staff - opened

This PR significantly improves the NLP-ADBench dataset card by:

  • Adding task_categories: ['text-classification'] and tags: ['anomaly-detection', 'nlp'] to the metadata for better discoverability.
  • Including a direct link to the paper (https://huggingface.co/papers/2412.04784) and the GitHub repository (https://github.com/USC-FORTIS/NLP-ADBench).
  • Providing an overview of the benchmark and its components.
  • Detailing the NLPAD Datasets and Pre-Extracted Embeddings.
  • Adding a "Sample Usage" section with instructions and code snippets for setting up the environment and running the benchmark, directly extracted from the project's GitHub README.
  • Adding the BibTeX citation.

These additions will make the dataset more accessible, understandable, and discoverable for researchers on the Hugging Face Hub.

Cannot merge
This branch has merge conflicts in the following files:
  • README.md

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