README.md

---
configs:
- config_name: default
  data_files:
  - split: test
    path: data/test-*
dataset_info:
  features:
  - name: url
    dtype: string
  - name: headline
    dtype: string
  - name: brief
    dtype: string
  - name: keywords
    sequence: string
  - name: category
    dtype: int64
  - name: content
    dtype: string
  - name: category_unclean
    dtype: string
  splits:
  - name: test
    num_bytes: 3898211
    num_examples: 1000
  download_size: 2670339
  dataset_size: 3898211
---
# Simplified Czech News dataset

This is a simplified and subsampled test subset from the original [czech_news_dataset_v2](https://huggingface.co/datasets/hynky/czech_news_dataset_v2).

Only 5 basic news categories are considered:
$~~~~     1\) Zahraniční (Foreign)
$~~~~     2\) Domácí (Local)
$~~~~     3\) Sport (Sport)
$~~~~     4\) Kultura (Culture)
$~~~~     5\) Ekonomika (Economy)

The test set includes 200 examples per category, 1000 examples in total. Apart from the category label, each example also contains the article's headline, brief summary, full textual content, optional keywords, original category spcification, and original URL.

This dataset was created for use within the [Czech-Bench](https://gitlab.com/jirkoada/czech-bench) evaluation framework. 

## Citation

'''
@misc{kydlíček2023datasetstrongbaselinesclassification,
      title={A Dataset and Strong Baselines for Classification of Czech News Texts}, 
      author={Hynek Kydlíček and Jindřich Libovický},
      year={2023},
      eprint={2307.10666},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2307.10666}, 
}
'''