Documentation.

README.md

@@ -36,7 +36,7 @@ dataset_info:
     num_bytes: 13622039.420147227
     num_examples: 3811
   download_size: 55694312
-  dataset_size: 90800490.0
+  dataset_size: 90800490
 configs:
 - config_name: default
   data_files:
@@ -46,7 +46,52 @@ configs:
     path: data/validation-*
   - split: test
     path: data/test-*
+license: cc-by-nc-sa-4.0
+task_categories:
+- summarization
+language:
+- mt
+pretty_name: Maltese News Headlines
+size_categories:
+- 10K<n<100K
 ---
-# Dataset Card for "maltese_news_headlines"
+# Maltese News Headlines
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+A headline-article pairs dataset for Maltese News Articles.
+This dataset is intended to be used for headline generation from the article content.
+
+## Data Collection
+
+The data was collected from the [`press_mt` subset from Korpus Malti v4.0](https://huggingface.co/datasets/MLRS/korpus_malti/viewer/press_mt).
+Article contents were cleaned to filter out JavaScript, CSS, & repeated non-Maltese sub-headings.
+The title and base URL features are based on the `title` & `url` fields from this corpus, respectively.
+
+## Additional Information
+
+### License
+
+This work is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
+Permissions beyond the scope of this license may be available at [https://mlrs.research.um.edu.mt/](https://mlrs.research.um.edu.mt/).
+
+[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]
+
+[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/
+[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png
+
+## Citation
+
+This work was first presented in [Topic Classification and Headline Generation for Maltese using a Public News Corpus](#).
+Cite it as follows: 
+
+```bibtex
+@inproceedings{maltese-news-datasets,
+    title = "Topic Classification and Headline Generation for {M}altese using a Public News Corpus",
+    author = "Chaudhary, Amit Kumar  and
+              Micallef, Kurt  and
+              Borg, Claudia",
+    booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation",
+    month = may,
+    year = "2024",
+    publisher = "Association for Computational Linguistics",
+}
+```