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README.md
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---
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license: cc-by-nc-4.0
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language:
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- vie
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pretty_name: Duolingo Staple 2020
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task_categories:
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- machine-translation
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tags:
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- machine-translation
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---
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This dataset is provided by Duolingo for their Simultaneous Translation and
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Paraphrase for Language Education (STAPLE) shared task in 2020. It contains
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English prompts and corresponding sets of plausible translations in five other
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languages, including Vietnamese. Each prompt is provided with a baseline
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automatic reference translation from Amazon, as well as some accepted
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translations with corresponding user response rates used for task scoring.
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This is a local dataset. You have to obtain this dataset separately from [{homepage}]({homepage}) to use this dataloader.
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## Languages
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vie
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## Supported Tasks
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Machine Translation
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## Dataset Usage
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### Using `datasets` library
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```
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from datasets import load_dataset
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dset = datasets.load_dataset("SEACrowd/duolingo_staple_2020", trust_remote_code=True)
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```
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### Using `seacrowd` library
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```import seacrowd as sc
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# Load the dataset using the default config
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dset = sc.load_dataset("duolingo_staple_2020", schema="seacrowd")
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# Check all available subsets (config names) of the dataset
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print(sc.available_config_names("duolingo_staple_2020"))
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# Load the dataset using a specific config
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dset = sc.load_dataset_by_config_name(config_name="<config_name>")
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```
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More details on how to load the `seacrowd` library can be found [here](https://github.com/SEACrowd/seacrowd-datahub?tab=readme-ov-file#how-to-use).
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## Dataset Homepage
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[https://sharedtask.duolingo.com/#data](https://sharedtask.duolingo.com/#data)
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## Dataset Version
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Source: 6.0.0. SEACrowd: 2024.06.20.
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## Dataset License
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Creative Commons Attribution Non Commercial 4.0 (cc-by-nc-4.0)
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## Citation
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If you are using the **Duolingo Staple 2020** dataloader in your work, please cite the following:
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```
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@inproceedings{mayhew-etal-2020-simultaneous,
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title = "Simultaneous Translation and Paraphrase for Language Education",
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author = "Mayhew, Stephen and
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Bicknell, Klinton and
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Brust, Chris and
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McDowell, Bill and
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Monroe, Will and
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Settles, Burr",
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editor = "Birch, Alexandra and
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Finch, Andrew and
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Hayashi, Hiroaki and
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Heafield, Kenneth and
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Junczys-Dowmunt, Marcin and
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Konstas, Ioannis and
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Li, Xian and
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Neubig, Graham and
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Oda, Yusuke",
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booktitle = "Proceedings of the Fourth Workshop on Neural Generation and Translation",
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month = jul,
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year = "2020",
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address = "Online",
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publisher = "Association for Computational Linguistics",
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url = "https://aclanthology.org/2020.ngt-1.28",
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doi = "10.18653/v1/2020.ngt-1.28",
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pages = "232--243",
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}
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@article{lovenia2024seacrowd,
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title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages},
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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},
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year={2024},
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eprint={2406.10118},
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journal={arXiv preprint arXiv: 2406.10118}
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}
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```
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