Datasets:

TheFinAI
/

zh-qa

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 · 🌐 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 question answering (FinQA)
Original dataset	QA (QA pairs of news)
Source license	Public
Language	zh

Quick Start

from datasets import load_dataset

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

Example prompt

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)):

@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},
}