FLARE-ES — Spanish financial evaluation
Collection
Spanish tasks and instruction data of FLARE-ES, from 'Dólares or Dollars?' (arXiv:2402.07405). • 8 items • Updated • 2
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FLARE-ES · EFPA
📄 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 | EFPA (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-efpa", 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 ,C y D
Q: Los riesgos del cambio climático que afectan directamente a las empresas mediante el daño sobre activos o infraestructuras o indirectamente en la alteración de sus operaciones o actividades se denominan:,CHOICES: A: Riesgos de transición. ,B: Riesgos de adaptación. ,…
Dataset Structure
| Split | Rows |
|---|---|
test |
228 |
| 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 (EFPA (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},
}
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