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 · 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},
}
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