SEACrowd/bhinneka_korpus
收藏Bhinneka Korpus 数据集概述
数据集简介
Bhinneka Korpus 是一个用于五种印度尼西亚地方语言的平行数据集，通过志愿者驱动的翻译策略构建，涵盖了印度尼西亚语-英语对和词汇术语。该数据集包含总计16,000个句子的平行数据，其中4,000个句子对用于两种印度尼西亚地方语言，约3,000个句子用于其他语言，以及一个用于Beaye语言的词汇数据集。由于Beaye是一种未记录的语言，目前没有关于其语言代码的信息，因此使用“day”（兰达亚克语族的语言代码）来代表该语言。
语言
- abs
- aoz
- day
- mak
- mkn
支持的任务
- 机器翻译
数据集使用
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/bhinneka_korpus", 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("bhinneka_korpus", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("bhinneka_korpus"))
使用特定配置加载数据集
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
数据集主页
https://github.com/joanitolopo/bhinneka-korpus
数据集版本
- 源版本: 1.0.0
- SEACrowd版本: 2024.06.20
数据集许可证
Apache 许可证 2.0 (apache-2.0)
引用
如果您在工作中使用了 Bhinneka Korpus 数据集加载器，请引用以下内容：
@misc{lopo2024constructing, title={Constructing and Expanding Low-Resource and Underrepresented Parallel Datasets for Indonesian Local Languages}, author={Joanito Agili Lopo and Radius Tanone}, year={2024}, eprint={2404.01009}, archivePrefix={arXiv}, primaryClass={cs.CL} }
@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} }
