| --- |
| license: cc-by-nc-sa-4.0 |
| task_categories: |
| - summarization |
| - text-generation |
| - fill-mask |
| language: |
| - eu |
| pretty_name: BasqueSumm |
| size_categories: |
| - 100K<n<1M |
| --- |
| # BasqueSumm |
|
|
| BasqueSumm was automatically compiled from www.berria.eus |
| using [trafilatura](https://trafilatura.readthedocs.io) to extract the texts. |
|
|
| Each instance has the following key-value pairs: |
|
|
| * `"date"` (str): When the article was published, formatted as `"yyyy-mm-dd"`. |
| * `"url"` (str): The URL of the original publication. |
| * `"category"` (str): the articles topic, e.g., economy, society. |
| * `"title"` (str): The title of the article. |
| * `"subtitle"` (str): The subtitle of the article. |
| * `"summary"` (str): The combined title + subtitle, which acts as a proxy for a reference summary. |
| * `"text"` (str): The news article. |
|
|
|
|
| ## Dataset Details |
| * **Curated by**: Jeremy Barnes |
| * **Language(s) (NLP)**: Basque (`es-EU`) |
| * **License**: [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
|
|
| ## Dataset Sources |
| * **Respository**: https://github.com/hitz-zentroa/summarization |
| * **Paper**: [Summarization Metrics for Spanish and Basque: Do Automatic Scores and LLM-Judges Correlate with Humans?](https://arxiv.org/abs/2503.17039) |
|
|
| ## Acknowledgements |
|
|
| This work has been partially supported by the Basque Government (IKER-GAITU project), the |
| Spanish Ministry for Digital Transformation and of Civil Service, and the EU-funded |
| NextGenerationEU Recovery, Transformation and Resilience Plan (ILENIA project, |
| 2022/TL-22/00215335 and 2022/TL22/00215334). Additional support was provided through |
| DeepR3 (TED2021-130295B-C31) funded by MCIN/AEI/10.13039/501100011033 and European |
| Union NextGeneration EU/PRTR; also through NL4DISMIS: Natural Language Technologies for |
| dealing with dis- and misinformation (CIPROM/2021/021) and the grant CIBEST/2023/8, both |
| funded by the Generalitat Valenciana. |
| |
| ## Licensing |
|
|
| We release BASSE under a [CC BY-NC-SA 4.0 license](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
|
|
| ## Citation |
|
|
| **BibTeX:** |
|
|
| ``` |
| @misc{barnes2025summarizationmetricsspanishbasque, |
| title={Summarization Metrics for {S}panish and {B}asque: Do Automatic Scores and {LLM}-Judges Correlate with Humans?}, |
| author={Jeremy Barnes and Naiara Perez and Alba Bonet-Jover and Begoña Altuna}, |
| year={2025}, |
| eprint={2503.17039}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.CL}, |
| url={https://arxiv.org/abs/2503.17039}, |
| } |
| ``` |
|
|
| **APA:** |
|
|
| Barnes, J., Perez, N., Bonet-Jover, A., & Altuna, B. (2025). Summarization Metrics for Spanish and Basque: Do Automatic Scores and LLM-Judges Correlate with Humans?. _arXiv preprint arXiv:2503.17039_. |
