| 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}, | |
| } | |
| ``` | |