Back to all datasets
Dataset: sogou_news 🏷
Update on GitHub

How to load this dataset directly with the πŸ€—/datasets library:

				
Copy to clipboard
from datasets import load_dataset dataset = load_dataset("sogou_news")

Description

The Sogou News dataset is a mixture of 2,909,551 news articles from the SogouCA and SogouCS news corpora, in 5 categories. The number of training samples selected for each class is 90,000 and testing 12,000. Note that the Chinese characters have been converted to Pinyin. classification labels of the news are determined by their domain names in the URL. For example, the news with URL http://sports.sohu.com is categorized as a sport class.

Citation

@misc{zhang2015characterlevel,
    title={Character-level Convolutional Networks for Text Classification},
    author={Xiang Zhang and Junbo Zhao and Yann LeCun},
    year={2015},
    eprint={1509.01626},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}

Models trained or fine-tuned on sogou_news

None yet. Start fine-tuning now =)