Update README.md

README.md

@@ -28,4 +28,37 @@ configs:
     path: data/validation-*
   - split: test
     path: data/test-*
+task_categories:
+- text-classification
+language:
+- en
+pretty_name: Czech Subjectivity Dataset - English translation
 ---
+
+# 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 prepared [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}
+}
+```
+
+Czech-Bench proposal paper:
+
+```bibtex
+TBA
+```