SEACrowd/uit_vicov19qa
收藏UIT-ViCoV19QA 数据集概述
基本信息
- 名称: UIT-ViCoV19QA
- 语言: 越南语 (vie)
- 任务类别: 问答 (question-answering)
- 标签: 问答 (question-answering)
- 数据集版本:
- 源版本: 1.0.0
- SEACrowd版本: 2024.06.20
- 许可证: 未知 (unknown)
数据集描述
UIT-ViCoV19QA 是首个针对 COVID-19 的越南语社区问答数据集，旨在开发 COVID-19 相关问答系统。该数据集包含 4,500 个问答对，从可信的医疗资源中收集，每个问题至少有一个答案，最多有四个不同的释义答案。具体分布如下：
- 1800 个问题至少有两个答案
- 700 个问题至少有三个答案
- 一半的问题有最多四个释义答案
使用方法
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/uit_vicov19qa", trust_remote_code=True)
使用 seacrowd 库
python import seacrowd as sc
使用默认配置加载数据集
dset = sc.load_dataset("uit_vicov19qa", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("uit_vicov19qa"))
使用特定配置加载数据集
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
引用
如果使用 UIT-ViCoV19QA 数据集，请引用以下内容：
@inproceedings{thai-etal-2022-uit, title = "{UIT}-{V}i{C}o{V}19{QA}: A Dataset for {COVID}-19 Community-based Question Answering on {V}ietnamese Language", author = "Thai, Triet and Thao-Ha, Ngan Chu and Vo, Anh and Luu, Son", editor = "Dita, Shirley and Trillanes, Arlene and Lucas, Rochelle Irene", booktitle = "Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation", month = oct, year = "2022", address = "Manila, Philippines", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2022.paclic-1.88", pages = "801--810", }
@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} }
