Update paper metadata, add GitHub links, detailed overview, sub-datasets, and citation
#2
by
nielsr
HF Staff
- opened
This pull request aims to significantly improve the FinAuditing dataset card by:
- Updating Paper Metadata: Correcting the
papers.titleto the exact title "FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs" and updating thepapers.urlto the Hugging Face paper page: https://huggingface.co/papers/2510.08886. - Adding GitHub Repository Links: Including direct links to both the FinAuditing dataset's GitHub repository (https://github.com/The-FinAI/FinAuditing.git) and its associated Evaluation Framework repository (https://github.com/The-FinAI/FinBen).
- Providing a Detailed Overview: Incorporating an "Overview" section that summarizes the benchmark's purpose, scope, and subtasks (FinSM, FinRE, FinMR) based on the paper's abstract.
- Listing Sub-Datasets: Adding a comprehensive table detailing the various sub-datasets released as part of FinAuditing, along with their descriptions and links to their Hugging Face dataset pages.
- Including BibTeX Citation: Adding the BibTeX citation for the paper to facilitate proper referencing.
- Removing Redundant Section: Deleting the empty "File information" section.
These changes will make the dataset card more informative, accurate, and user-friendly for researchers interested in the FinAuditing benchmark.