license: cc-by-nc-4.0
language:
- vie
pretty_name: Duolingo Staple 2020
task_categories:
- machine-translation
tags:
- machine-translation
This dataset is provided by Duolingo for their Simultaneous Translation and Paraphrase for Language Education (STAPLE) shared task in 2020. It contains English prompts and corresponding sets of plausible translations in five other languages, including Vietnamese. Each prompt is provided with a baseline automatic reference translation from Amazon, as well as some accepted translations with corresponding user response rates used for task scoring.
This is a local dataset. You have to obtain this dataset separately from {homepage} to use this dataloader.
Languages
vie
Supported Tasks
Machine Translation
Dataset Usage
Using datasets library
from datasets import load_dataset
dset = datasets.load_dataset("SEACrowd/duolingo_staple_2020", trust_remote_code=True)
Using seacrowd library
# Load the dataset using the default config
dset = sc.load_dataset("duolingo_staple_2020", schema="seacrowd")
# Check all available subsets (config names) of the dataset
print(sc.available_config_names("duolingo_staple_2020"))
# Load the dataset using a specific config
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
More details on how to load the seacrowd library can be found here.
Dataset Homepage
https://sharedtask.duolingo.com/#data
Dataset Version
Source: 6.0.0. SEACrowd: 2024.06.20.
Dataset License
Creative Commons Attribution Non Commercial 4.0 (cc-by-nc-4.0)
Citation
If you are using the Duolingo Staple 2020 dataloader in your work, please cite the following:
@inproceedings{mayhew-etal-2020-simultaneous,
title = "Simultaneous Translation and Paraphrase for Language Education",
author = "Mayhew, Stephen and
Bicknell, Klinton and
Brust, Chris and
McDowell, Bill and
Monroe, Will and
Settles, Burr",
editor = "Birch, Alexandra and
Finch, Andrew and
Hayashi, Hiroaki and
Heafield, Kenneth and
Junczys-Dowmunt, Marcin and
Konstas, Ioannis and
Li, Xian and
Neubig, Graham and
Oda, Yusuke",
booktitle = "Proceedings of the Fourth Workshop on Neural Generation and Translation",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.ngt-1.28",
doi = "10.18653/v1/2020.ngt-1.28",
pages = "232--243",
}
@article{lovenia2024seacrowd,
title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages},
author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya},
year={2024},
eprint={2406.10118},
journal={arXiv preprint arXiv: 2406.10118}
}