---
dataset_info:
  features:
  - name: text
    dtype: string
  - name: label
    dtype: int64
  - name: label_text
    dtype: string
  splits:
  - name: train
    num_bytes: 1081305
    num_examples: 7443
  - name: validation
    num_bytes: 72570
    num_examples: 500
  - name: test
    num_bytes: 288457
    num_examples: 2000
  download_size: 862284
  dataset_size: 1442332
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
task_categories:
- text-classification
language:
- en
pretty_name: Czech Subjectivity Dataset - English translation
license: cc-by-nc-sa-4.0
size_categories:
- 1K<n<10K
---

# Czech Subjectivity Dataset - English translation

This is an English translation of the original [Subj-CS](https://huggingface.co/datasets/pauli31/czech-subjectivity-dataset) dataset, created using the [WMT 21 X-En](https://huggingface.co/facebook/wmt21-dense-24-wide-x-en) model.

The translation was completed for use within the [Czech-Bench](https://gitlab.com/jirkoada/czech-bench) evaluation framework. 
The script used for translation can be reviewed [here](https://gitlab.com/jirkoada/czech-bench/-/blob/main/benchmarks/dataset_translation.py?ref_type=heads).

## Citation

Original dataset:

```bibtex
@article{pib2022czech,
    title={Czech Dataset for Cross-lingual Subjectivity Classification},
    author={Pavel Přibáň and Josef Steinberger},
    year={2022},
    eprint={2204.13915},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}
```

English translation:

```bibtex
@masterthesis{jirkovsky-thesis,
    author = {Jirkovský, Adam},
    title = {Benchmarking Techniques for Evaluation of Large Language Models},
    school = {Czech Technical University in Prague, Faculty of Electrical Engineering},
    year = 2024,
    URL = {https://dspace.cvut.cz/handle/10467/115227}
}
```