Chinese Evaluation Datasets
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Request access to ICE-PIXIU · NA（新闻摘要）
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ICE-PIXIU · NA（新闻摘要）
📄 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 text summarization (FinTS) |
| Original dataset | NA (news, announcements) |
| Source license | Public |
| Language | zh |
Quick Start
from datasets import load_dataset
ds = load_dataset("TheFinAI/zh-na", split="test")
print(ds[0])
Example prompt
通过阅读金融公告，你的任务是对所给的输入文本进行简短的总结，重点突出主要论点，长度需要保持在一到两句之间。
上下文: 迈克生物披露定增结果，本次定增募集资金总额为15.74亿元，发行价格为28.11元/股，发行对象最终确定为17家，其中高毅资产获配近2.7亿元。
Answer:
Dataset Structure
| Split | Rows |
|---|---|
test |
3,600 |
| Field | Description |
|---|---|
query |
Full instruction prompt given to the model |
text |
Raw input text (without instruction) |
answer |
Gold answer / label text |
id |
Example id |
License
The paper lists the original data as publicly available without a specific license (ICE-PIXIU paper, Table 1); refer to the original source for its terms.
Citation
Please cite ICE-PIXIU and the original dataset (NA (news, announcements)):
@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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