FinTagging — XBRL tagging
Collection
FinTagging (arXiv:2505.20650): FinNI and FinCL evaluation sets, v1 and v2. • 10 items • Updated
Datasets:
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FinTagging untagged filings
📄 Paper · 🤗 Collection · 💻 Code · 🌐 The Fin AI
Part of FinTagging — FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information (arXiv:2505.20650). Formerly
TheFinAI/FinTagging-Untagged-Data(the old name redirects here).
Ten untagged SEC 10-K filings from 2008 (HTML), provided as raw, untagged input documents for FinTagging-style extraction.
| Task | raw filings (no tags) |
| License | CC BY 4.0 |
| Language | en |
Files
10 raw files (e.g. 1800_2008-02-19_ABBOTT_LABORATORIES_10-K_a2182445z10-k.htm, 318306_2008-03-31_ACCESS_PHARMACEUTICALS_INC_10-K_a10k_123107.htm, 58592_2008-03-17_4_KIDS_ENTERTAINMENT_INC_10-K_form10k12312007.htm). Download with huggingface_hub.snapshot_download('TheFinAI/en-fintagging-untagged', repo_type='dataset').
Citation
@misc{wang2026fintaggingbenchmarkingllmsextracting,
title={FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information},
author={Yan Wang and Lingfei Qian and Xueqing Peng and Yang Ren and Keyi Wang and Yi Han and Dongji Feng and Fengran Mo and Shengyuan Lin and Qinchuan Zhang and Kaiwen He and Chenri Luo and Jianxing Chen and Junwei Wu and Chen Xu and Ziyang Xu and Jimin Huang and Guojun Xiong and Xiao-Yang Liu and Qianqian Xie and Jian-Yun Nie},
year={2026},
eprint={2505.20650},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2505.20650},
}
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