albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
52964e5
metadata
pretty_name: Sogou News
dataset_info:
features:
- name: title
dtype: string
- name: content
dtype: string
- name: label
dtype:
class_label:
names:
'0': sports
'1': finance
'2': entertainment
'3': automobile
'4': technology
splits:
- name: test
num_bytes: 168645860
num_examples: 60000
- name: train
num_bytes: 1257931136
num_examples: 450000
download_size: 384269937
dataset_size: 1426576996
Dataset Card for "sogou_news"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage:
- Repository: More Information Needed
- Paper: More Information Needed
- Point of Contact: More Information Needed
- Size of downloaded dataset files: 384.27 MB
- Size of the generated dataset: 1.43 GB
- Total amount of disk used: 1.81 GB
Dataset Summary
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.
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
default
- Size of downloaded dataset files: 384.27 MB
- Size of the generated dataset: 1.43 GB
- Total amount of disk used: 1.81 GB
An example of 'train' looks as follows.
{
"content": "du2 jia1 ti2 go1ng me3i ri4 ba4o jia4 \\n re4 xia4n :010-64438227\\n che1 xi2ng ba4o jia4 - cha2 xu2n jie2 guo3 \\n pi3n pa2i xi2ng ha4o jia4 ge2 ji1ng xia1o sha1ng ri4 qi1 zha1 ka4n ca1n shu4 pi2ng lu4n ",
"label": 3,
"title": " da3o ha2ng "
}
Data Fields
The data fields are the same among all splits.
default
title: astringfeature.content: astringfeature.label: a classification label, with possible values includingsports(0),finance(1),entertainment(2),automobile(3),technology(4).
Data Splits
| name | train | test |
|---|---|---|
| default | 450000 | 60000 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Citation Information
@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}
}
Contributions
Thanks to @lhoestq, @mariamabarham, @lewtun, @thomwolf for adding this dataset.