Datasets:
Languages:
Indonesian
Tags:
question-answering
tags: | |
- question-answering | |
language: | |
- ind | |
# tydiqa_id | |
TyDiQA dataset is collected from Wikipedia articles with human-annotated question and answer pairs covering 11 languages. | |
The question-answer pairs are collected for each language without using translation services. | |
IndoNLG uses the Indonesian data from the secondary Gold passage task of the original TyDiQA dataset and | |
randomly split off 15% of the training data and use it as the test set. | |
## Dataset Usage | |
Run `pip install nusacrowd` before loading the dataset through HuggingFace's `load_dataset`. | |
## Citation | |
``` | |
@article{clark-etal-2020-tydi, | |
title = "{T}y{D}i {QA}: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages", | |
author = "Clark, Jonathan H. and | |
Choi, Eunsol and | |
Collins, Michael and | |
Garrette, Dan and | |
Kwiatkowski, Tom and | |
Nikolaev, Vitaly and | |
Palomaki, Jennimaria", | |
journal = "Transactions of the Association for Computational Linguistics", | |
volume = "8", | |
year = "2020", | |
address = "Cambridge, MA", | |
publisher = "MIT Press", | |
url = "https://aclanthology.org/2020.tacl-1.30", | |
doi = "10.1162/tacl_a_00317", | |
pages = "454--470", | |
} | |
@inproceedings{cahyawijaya-etal-2021-indonlg, | |
title = "{I}ndo{NLG}: Benchmark and Resources for Evaluating {I}ndonesian Natural Language Generation", | |
author = "Cahyawijaya, Samuel and | |
Winata, Genta Indra and | |
Wilie, Bryan and | |
Vincentio, Karissa and | |
Li, Xiaohong and | |
Kuncoro, Adhiguna and | |
Ruder, Sebastian and | |
Lim, Zhi Yuan and | |
Bahar, Syafri and | |
Khodra, Masayu and | |
Purwarianti, Ayu and | |
Fung, Pascale", | |
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing", | |
month = nov, | |
year = "2021", | |
address = "Online and Punta Cana, Dominican Republic", | |
publisher = "Association for Computational Linguistics", | |
url = "https://aclanthology.org/2021.emnlp-main.699", | |
doi = "10.18653/v1/2021.emnlp-main.699", | |
pages = "8875--8898" | |
} | |
``` | |
## License | |
Creative Common Attribution Share-Alike 4.0 International | |
## Homepage | |
[https://github.com/IndoNLP/indonlg](https://github.com/IndoNLP/indonlg) | |
### NusaCatalogue | |
For easy indexing and metadata: [https://indonlp.github.io/nusa-catalogue](https://indonlp.github.io/nusa-catalogue) |