Chinese Evaluation Datasets
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Request access to ICE-PIXIU · 19CCKS（事件检测）
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ICE-PIXIU · 19CCKS（事件检测）
📄 Paper · 🌐 The Fin AI
Part of ICE-PIXIU — No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks (arXiv:2403.06249).
| Task | financial event detection (FinED) |
| Original dataset | 19CCKS (social texts) |
| Source license | CC BY-SA 4.0 |
| Language | zh |
Quick Start
from datasets import load_dataset
ds = load_dataset("TheFinAI/zh-19ccks", split="test")
print(ds[0])
Example prompt
从一则关于金融公司融资或资本运作的报道中，辨明所有的事件类型及其对应主体，要避免繁琐的编号。以:'事件类型, 事件主体'的形式呈现你的答案，事件类型是这其中的一个：['信批违规', '重组失败', '产品违规', '涉嫌非法集资', '涉嫌欺诈', '财务造假', '歇业停业', '提现困难', '实控人股东变更', '业绩下滑', '高管负面', '资金账户风险', '评级调整', '交易违规', '不能履职', '投诉维权', '资产负面', '涉嫌违法', '涉嫌传销', '失联跑路']。
Text:劲嘉股份(002191)因虚假陈述遭证监会处罚浩云科技(300448)股东披露减持计划
Dataset Structure
| Split | Rows |
|---|---|
test |
2,936 |
| Field | Description |
|---|---|
text |
Raw input text (without instruction) |
query |
Full instruction prompt given to the model |
answer |
Gold answer / label text |
id |
Example id |
License
The original data is released under CC BY-SA 4.0 (ICE-PIXIU paper, Table 1).
Citation
Please cite ICE-PIXIU and the original dataset (19CCKS (social texts)):
@misc{hu2024languageislandunifyingchinese,
title={No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks},
author={Gang Hu and Ke Qin and Chenhan Yuan and Min Peng and Alejandro Lopez-Lira and Benyou Wang and Sophia Ananiadou and Jimin Huang and Qianqian Xie},
year={2024},
eprint={2403.06249},
archivePrefix={arXiv},
primaryClass={cs.CE},
url={https://arxiv.org/abs/2403.06249},
}
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