| dataset_info: | |
| features: | |
| - name: query | |
| dtype: string | |
| - name: dqc_id | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: id | |
| dtype: int64 | |
| splits: | |
| - name: test | |
| num_bytes: 35975942 | |
| num_examples: 332 | |
| download_size: 4787195 | |
| dataset_size: 35975942 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: test | |
| path: data/test-* | |
| task_categories: | |
| - question-answering | |
| license: cc-by-4.0 | |
| language: | |
| - en | |
| papers: | |
| - title: >- | |
| FinAuditing: Taxonomy-Grounded Financial Auditing Benchmark for Evaluating | |
| Large Language Models | |
| authors: | |
| - Yan Wang | |
| - Keyi Wang | |
| - Shanshan Yang | |
| - Jaisal Patel | |
| - Jeff Zhao | |
| - Fengran Mo | |
| - Xueqing Peng | |
| - Lingfei Qian | |
| - Jimin Huang | |
| - Guojun Xiong | |
| - Xiao-Yang Liu | |
| - Jian-Yun Nie | |
| url: https://arxiv.org/abs/2510.08886 | |
| conference: arXiv preprint, 2025 | |
| tags: | |
| - finance | |
| - auditing | |
| - xbrl | |
| - gaap | |
| - llm | |
| - benchmark | |
| - financial-reasoning | |
| # 🧾 FinAuditing Benchmark | |
| This dataset is introduced in the paper | |
| **[FinAuditing: Taxonomy-Grounded Financial Auditing Benchmark for Evaluating Large Language Models](https://arxiv.org/abs/2510.08886)** | |
| 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). |