README.md

---
pretty_name: ICE-PIXIU · QA（金融问答）
license: other
license_name: public-source
language:
- zh
task_categories:
- question-answering
size_categories:
- 1K<n<10K
source_datasets:
- extended
tags:
- finance
- benchmark
- thefinai
- ice-pixiu
- flare
extra_gated_heading: Request access to ICE-PIXIU · QA（金融问答）
extra_gated_description: This ICE-PIXIU task is released by The Fin AI for research. Access is granted automatically after you complete this short form.
extra_gated_button_content: Agree and access
extra_gated_prompt: By accessing this dataset you agree to the license of the original source (Public) and to cite the ICE-PIXIU paper and the original dataset in any resulting publication.
extra_gated_fields:
  Full name: text
  Affiliation: text
  Country: country
  Intended use:
    type: select
    options:
    - Research
    - Education
    - Commercial evaluation
    - Other
  I agree to the terms above and will cite the papers: checkbox
---

# ICE-PIXIU · QA（金融问答）

📄 [Paper](https://arxiv.org/abs/2403.06249) · 🌐 [The Fin AI](https://thefin.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](https://arxiv.org/abs/2403.06249)).

| | |
|---|---|
| Task | financial question answering (FinQA) |
| Original dataset | QA (QA pairs of news) |
| Source license | Public |
| Language | zh |

## Quick Start

```python
from datasets import load_dataset

ds = load_dataset("TheFinAI/zh-qa", split="test")
print(ds[0])
```

## Example prompt

```text
你需要对所给金融文本作分析，根据内容给出问题的答案。如果你不清楚怎么回复，可以简单地回答“无相应参数”。
Context: 2019“银华基金杯”新浪银行理财师大赛重磅来袭，报名即可领取666元超值好礼，还有机会获得经济学家、高校教授等明星评委专业指导，拿万元奖金，上新浪头条。【点击看详情】
原标题：麦格理：长实收购大型非本港业务 料助未来三年股息年均增一成    来源：格隆汇
格隆汇8月20日丨就长实集团(1113.HK)斥252亿元全购Greene投资英国酒馆业，麦格理发表报告表示，属长实集团进行大型的非本港业务的收购，作价相当预测企业价值对EBITDA的9.81倍、市账率1.28倍，指集团正进行转型，由地产发展商转全球物业、航空、基建综合企业，并聚焦核心收入，并相信今次收购有助令集团未来三年每股股息的年均增长达到10%。
该行维持对长实集团跑赢大市评级及目标价95.19港元，重申为该…
```

## Dataset Structure

| Split | Rows |
|---|---|
| `test` | 2,469 |

| Field | Description |
|---|---|
| `text` | Raw input text (without instruction) |
| `id` | Example id |
| `query` | Full instruction prompt given to the model |
| `answer` | Gold answer / label text |

## 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 (QA (QA pairs of news)):

```bibtex
@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},
}
```