SEACrowd/indonesian_news_dataset

一个用于分类印尼新闻文章的不平衡数据集。数据集包含5个类别标签：bola、news、bisnis、tekno和otomotif。数据集包含约6k的训练样本和2.5k的测试样本，其中bola和news类别的样本数量大约是otomotif类别的10倍。数据集支持的任务是主题建模。

An imbalanced dataset to classify Indonesian News articles. The dataset contains 5 class labels: bola, news, bisnis, tekno, and otomotif. The dataset comprises of around 6k train and 2.5k test examples, with the more prevalent classes (bola and news) having roughly 10x the number of train and test examples than the least prevalent class (otomotif). The dataset supports the task of topic modeling.

原始信息汇总

Indonesian News Dataset

概述

• 名称: Indonesian News Dataset
• 语言: 印度尼西亚语 (ind)
• 任务类别: 主题建模 (topic-modeling)
• 标签: 主题建模 (topic-modeling)

数据集描述

• 类别标签: 包含5个类别标签：bola, news, bisnis, tekno, 和 otomotif。
• 数据量: 约6k训练样本和2.5k测试样本。
• 类别分布: 主要类别（bola 和 news）的训练和测试样本数量大约是次要类别（otomotif）的10倍。

支持任务

• 主题建模 (Topic Modeling)

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 (Unknown)

引用

• 数据集引用:

  @misc{andreaschandra2020, author = {Chandra, Andreas}, title = {Indonesian News Dataset}, year = {2020}, howpublished = {Online}, url = {https://github.com/andreaschandra/indonesian-news}, note = {Accessed: 2024-02-13}, }

• SEACrowd引用:

  @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} }