Datasets:

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Feng-001

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Text-ADBench

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This PR significantly enhances the dataset card for Text-ADBench by:

• Linking to the official paper on the Hugging Face Hub: https://huggingface.co/papers/2507.12295.
• Providing a direct link to the associated GitHub repository.
• Populating the dataset description with the paper's abstract and detailing the included text datasets and LLM embeddings.
• Adding comprehensive "Sample Usage" instructions directly from the project's GitHub README.
• Filling in details for "Uses", "Dataset Structure", "Dataset Creation", and "Bias, Risks, and Limitations".
• Updating the citation information with the main paper's BibTeX and links/citations for underlying datasets and LLMs.
• Adding relevant tags and language to the metadata for better discoverability.

These changes make the dataset more informative, discoverable, and user-friendly for researchers interested in text anomaly detection.