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---
license: odc-by
configs:
- config_name: default
data_files:
- split: test
path: data/test-*
- config_name: few-shot-split
data_files:
- split: train
path: few-shot-split/train-*
- split: test
path: few-shot-split/test-*
dataset_info:
- config_name: default
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
- config_name: few-shot-split
features:
- name: url
dtype: string
- name: authors
sequence: string
- name: headline
dtype: string
- name: brief
dtype: string
- name: keywords
sequence: string
- name: category
dtype: int64
- name: content
dtype: string
- name: comments_num
dtype: float64
- name: server
dtype: int64
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dtype: string
- name: authors_gender
sequence: int64
- name: authors_cum_gender
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- name: day_of_week
dtype: int64
- name: date
dtype: timestamp[us]
- name: __index_level_0__
dtype: int64
- name: __index_level_1__
dtype: int64
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num_examples: 20
- name: test
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num_examples: 980
download_size: 2719237
dataset_size: 3980150
---
# 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 specification, and URL.
This dataset was created for use within the [Czech-Bench](https://gitlab.com/jirkoada/czech-bench) evaluation framework.
## Citation
```bibtex
@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},
}
``` |