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--- |
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dataset_info: |
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features: |
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- name: query |
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dtype: string |
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- name: dqc_id |
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dtype: string |
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- name: answer |
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dtype: string |
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- name: id |
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dtype: int64 |
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splits: |
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- name: test |
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num_bytes: 35959685 |
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num_examples: 330 |
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download_size: 2881818 |
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dataset_size: 35959685 |
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configs: |
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- config_name: default |
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data_files: |
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- split: test |
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path: data/test-* |
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task_categories: |
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- text-generation |
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license: cc-by-4.0 |
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language: |
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- en |
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papers: |
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- title: "FinAuditing: Taxonomy-Grounded Financial Auditing Benchmark for Evaluating Large Language Models" |
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authors: |
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- Yan Wang |
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- Keyi Wang |
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- Shanshan Yang |
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- Jaisal Patel |
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- Jeff Zhao |
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- Fengran Mo |
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- Xueqing Peng |
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- Lingfei Qian |
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- Jimin Huang |
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- Guojun Xiong |
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- Xiao-Yang Liu |
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- Jian-Yun Nie |
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url: "https://arxiv.org/abs/2510.08886" |
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conference: "arXiv preprint, 2025" |
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tags: |
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- finance |
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- auditing |
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- xbrl |
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- gaap |
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- llm |
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- benchmark |
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- financial-reasoning |
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--- |
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# 🧾 FinAuditing Benchmark |
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This dataset is introduced in the paper |
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**[FinAuditing: Taxonomy-Grounded Financial Auditing Benchmark for Evaluating Large Language Models](https://arxiv.org/abs/2510.08886)** |
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by Yan Wang, Keyi Wang, Shanshan Yang, Jaisal Patel, Jeff Zhao, Fengran Mo, Xueqing Peng, Lingfei Qian, Jimin Huang, Guojun Xiong, Xiao-Yang Liu, and Jian-Yun Nie (2025). |
