metadata
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
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).