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Update FinAuditing dataset card: task categories, paper title, and GitHub link

#1
by nielsr HF Staff - opened

This PR improves the dataset card for FinAuditing by:

  • Updating the task_categories in the metadata to ['text-retrieval', 'text-classification', 'question-answering'] to accurately reflect the benchmark's focus as described in the paper abstract.
  • Correcting the paper title in both the metadata's papers section and the dataset card content to the full, official title: "FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs".
  • Adding a direct link to the main GitHub repository for the project: https://github.com/The-FinAI/FinAuditing.git.
  • Enhancing the content with an "Overview" and "Datasets Released" section from the GitHub README, providing detailed descriptions of the sub-datasets and linking to their Hugging Face dataset pages.

These updates provide a more precise and comprehensive overview of the FinAuditing benchmark, making it easier for users to understand its purpose and navigate associated resources.

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