Dataset:
eduge

Task Categories: text-classification
Languages: mn
Multilinguality: monolingual
Size Categories: 10K<n<100K
Licenses: unknown
Language Creators: expert-generated
Annotations Creators: expert-generated
Source Datasets: original

Dataset Card for Eduge

Dataset Summary

Eduge news classification dataset provided by Bolorsoft LLC. Used to train the Eduge.mn production news classifier 75K news articles in 9 categories: урлаг соёл, эдийн засаг, эрүүл мэнд, хууль, улс төр, спорт, технологи, боловсрол and байгал орчин

Supported Tasks and Leaderboards

  • text-classification: We can transform the above into a 9-class classification task.

Languages

The text in the dataset is in Mongolian

Dataset Structure

Data Instances

For the default configuration:

{
 'label': 0, #  'урлаг соёл'
 'news': 'Шударга өрсөлдөөн, хэрэглэгчийн төлөө газар 2013 оны дөрөвдүгээр сараас эхлэн Монгол киноны ашиг орлогын мэдээллийг олон нийтэд хүргэж байгаа. Ингэснээр Монголын кино үйлдвэрлэгчид улсад ашиг орлогоо шударгаар төлөх, мөн  чанартай уран бүтээлийн тоо өсөх боломж бүрдэж байгаа юм.',
}

Data Fields

  • news: a complete news article on a specific topic as a string
  • label: the single class of the topic, among these values: "урлаг соёл" (0), "эдийн засаг" (1), "эрүүл мэнд" (2), "хууль" (3), "улс төр" (4), "спорт" (5), "технологи" (6), "боловсрол" (7), "байгал орчин" (8).

Data Splits

The set of complete articles is split into a training and test set.

Dataset Creation

Curation Rationale

[Needs More Information]

Source Data

Initial Data Collection and Normalization

[Needs More Information]

Who are the source language producers?

Eduge.mn which is a combination from shuud.mn, ikon.mn, olloo.mn, news.gogo.mn, montsame.mn, zaluu.com, sonin.mn, medee.mn, bloombergtv.mn.

Annotations

Annotation process

[Needs More Information]

Who are the annotators?

[Needs More Information]

Personal and Sensitive Information

[Needs More Information]

Considerations for Using the Data

Social Impact of Dataset

[Needs More Information]

Discussion of Biases

[Needs More Information]

Other Known Limitations

[Needs More Information]

Additional Information

Dataset Curators

[Needs More Information]

Licensing Information

[Needs More Information]

Citation Information

No citation available for this dataset.

Contributions

Thanks to @enod for adding this dataset.

Models trained or fine-tuned on eduge

None yet