SEACrowd/id_wiki_parallel

Id Wiki Parallel数据集设计用于机器翻译任务，特别是jav->ind, min->ind, sun->ind及其反向翻译。数据来源于维基百科的句子。该数据集在信息检索（IR）和自然语言处理（NLP）中尤为重要，特别是对于低资源语言如印尼的民族语言。数据集的使用方法包括使用`datasets`库和`seacrowd`库加载数据。此外，数据集还提供了版本信息、许可证信息以及引用文献。

The Id Wiki Parallel dataset is designed for machine translation tasks, specifically jav->ind, min->ind, sun->ind, and vice versa. The data are taken from sentences in Wikipedia. This dataset is particularly important for information retrieval (IR) and natural language processing (NLP), especially for low-resource languages such as ethnic languages in Indonesia. The dataset usage includes loading data using the `datasets` library and the `seacrowd` library. Additionally, the dataset provides version information, license information, and citation references.

原始信息汇总

数据集概述

语言

• ind
• jav
• min
• sun

支持任务

• 机器翻译

数据集使用

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/id_wiki_parallel", trust_remote_code=True)

使用 seacrowd 库

python import seacrowd as sc

加载数据集使用默认配置

dset = sc.load_dataset("id_wiki_parallel", schema="seacrowd")

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("id_wiki_parallel"))

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/dindainastra/indowikiparalelcorpora

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

数据集许可证

• 未知

引用

@INPROCEEDINGS{ 7065828, author={Trisedya, Bayu Distiawan and Inastra, Dyah}, booktitle={2014 International Conference on Advanced Computer Science and Information System}, title={Creating Indonesian-Javanese parallel corpora using wikipedia articles}, year={2014}, volume={}, number={}, pages={239-245}, doi={10.1109/ICACSIS.2014.7065828}}

@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} }