Datasets:

TheFinAI
/

es-efp

pretty_name: FLARE-ES · EFP
license: other
license_name: public-source
language:
  - es
task_categories:
  - question-answering
size_categories:
  - n<1K
source_datasets:
  - extended
tags:
  - finance
  - benchmark
  - thefinai
  - flare-es
  - flare
dataset_info:
  features:
    - name: 'query:'
      dtype: string
    - name: answer
      dtype: string
    - name: text
      dtype: string
    - name: choices
      sequence: string
    - name: gold
      dtype: int64
    - name: query
      dtype: string
  splits:
    - name: test
      num_bytes: 66200
      num_examples: 37
  download_size: 43563
  dataset_size: 66200
extra_gated_heading: Request access to FLARE-ES · EFP
extra_gated_description: >-
  This FLARE-ES 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 FLARE-ES 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

FLARE-ES · EFP

📄 Paper · 🌐 The Fin AI

Part of FLARE-ES — Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English (arXiv:2402.07405).


Task	question answering (exam questions)
Original dataset	EFP (https://efpa-eu.org/)
Evaluation metric	F1, Accuracy
Source license	Public
Language	es

Quick Start

from datasets import load_dataset

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

Example prompt

Lea cuidadosamente las preguntas y respuestas, y elija la que considere apropiada entre las tres opciones A, B y C
Q:¿Cuáles son los objetivos que persigue la esterilización monetaria por parte del BCE en su última instrumentalización de política monetaria? I.   Aumentar la presión sobre el rendimiento del bono alemán. II.  Vender igual cantidad de bonos alemanes que la compra de bonos españoles. …

Dataset Structure

Split	Rows
`test`	37

Field	Description
`query:`
`answer`	Gold answer / label text
`text`	Raw input text (without instruction)
`choices`	Label space
`gold`	Index of the gold label in `choices`
`query`	Full instruction prompt given to the model

License

The paper lists the original data as publicly available without a specific license (FLARE-ES paper, Tables 1-2); refer to the original source for its terms.

Citation

Please cite FLARE-ES and the original dataset (EFP (https://efpa-eu.org/)):

@misc{zhang2024dolaresdollarsunravelingbilingual,
      title={D\'olares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English},
      author={Xiao Zhang and Ruoyu Xiang and Chenhan Yuan and Duanyu Feng and Weiguang Han and Alejandro Lopez-Lira and Xiao-Yang Liu and Sophia Ananiadou and Min Peng and Jimin Huang and Qianqian Xie},
      year={2024},
      eprint={2402.07405},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2402.07405},
}