Enhance dataset card for PaperArena: Add metadata, paper link, abstract, features, and sample usage

#1
by nielsr HF Staff - opened

This PR significantly enhances the dataset card for PaperArena-Data by:

  • Adding metadata: Including task_categories (question-answering, image-text-to-text) and relevant tags (agents, llm, benchmark, tool-augmented, multimodal, scientific-literature, reasoning) to improve discoverability and classification.
  • Linking to the paper: Providing a direct link to the official Hugging Face paper page: https://huggingface.co/papers/2510.10909.
  • Linking to the code: Including the GitHub repository URL: https://github.com/Melmaphother/PaperArena.
  • Incorporating detailed information: Adding the paper's full abstract, motivation, key features, benchmark construction details, and a performance overview from the associated GitHub repository.
  • Providing sample usage: Extracting the "Quick Start" instructions and code snippets directly from the GitHub README to guide users on how to set up the environment, download data, and run evaluations.
  • Including citation information: Making it easy for users to cite the work with the provided BibTeX entry.

These additions make the dataset card much more informative and user-friendly, aligning it with Hugging Face Hub best practices.

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