|
---
|
|
license: cc-by-nc-sa-4.0
|
|
pretty_name: 'AraDiCE -- Culture'
|
|
dataset_info:
|
|
- config_name: Lebanon
|
|
splits:
|
|
- name: test
|
|
num_examples: 30
|
|
- config_name: Egypt
|
|
splits:
|
|
- name: test
|
|
num_examples: 30
|
|
- config_name: Syria
|
|
splits:
|
|
- name: test
|
|
num_examples: 30
|
|
- config_name: Palestine
|
|
splits:
|
|
- name: test
|
|
num_examples: 30
|
|
- config_name: Jordan
|
|
splits:
|
|
- name: test
|
|
num_examples: 30
|
|
- config_name: Qatar
|
|
splits:
|
|
- name: test
|
|
num_examples: 30
|
|
configs:
|
|
- config_name: Lebanon
|
|
data_files:
|
|
- split: test
|
|
path: lebanon/LEBANON.json
|
|
- config_name: Egypt
|
|
data_files:
|
|
- split: test
|
|
path: egypt/EGYPT.json
|
|
- config_name: Syria
|
|
data_files:
|
|
- split: test
|
|
path: syria/SYRIA.json
|
|
- config_name: Palestine
|
|
data_files:
|
|
- split: test
|
|
path: palestine/PALESTINE.json
|
|
- config_name: Jordan
|
|
data_files:
|
|
- split: test
|
|
path: jordan/JORDAN.json
|
|
- config_name: Qatar
|
|
data_files:
|
|
- split: test
|
|
path: qatar/QATAR.json
|
|
---
|
|
|
|
# AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs
|
|
|
|
## Overview
|
|
|
|
The **AraDiCE** dataset is designed to evaluate dialectal and cultural capabilities in large language models (LLMs). The dataset consists of post-edited versions of various benchmark datasets, curated for validation in cultural and dialectal contexts relevant to Arabic. In this repository we show the cultural split of the data
|
|
<!-- ## File/Directory
|
|
|
|
TO DO:
|
|
|
|
- **licenses_by-nc-sa_4.0_legalcode.txt** License information.
|
|
- **README.md** This file. -->
|
|
|
|
|
|
## Evaluation
|
|
We have used [lm-harness](https://github.com/EleutherAI/lm-evaluation-harness) eval framework to for the benchmarking. We will soon release them. Stay tuned!!
|
|
|
|
## License
|
|
|
|
The dataset is distributed under the **Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)**. The full license text can be found in the accompanying `licenses_by-nc-sa_4.0_legalcode.txt` file.
|
|
|
|
|
|
## Citation
|
|
Please find the paper <a href="https://arxiv.org/pdf/2409.11404" target="_blank" style="margin-right: 15px; margin-left: 10px">here.</a>
|
|
|
|
```
|
|
@article{mousi2024aradicebenchmarksdialectalcultural,
|
|
title={{AraDiCE}: Benchmarks for Dialectal and Cultural Capabilities in LLMs},
|
|
author={Basel Mousi and Nadir Durrani and Fatema Ahmad and Md. Arid Hasan and Maram Hasanain and Tameem Kabbani and Fahim Dalvi and Shammur Absar Chowdhury and Firoj Alam},
|
|
year={2024},
|
|
publisher={arXiv:2409.11404},
|
|
url={https://arxiv.org/abs/2409.11404},
|
|
}
|
|
```
|
|
|
