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README.md
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size_categories:
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- 1K<n<10K
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source_datasets:
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-
- extended|paws-x
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task_categories:
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- text-classification
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task_ids:
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num_examples: 2000
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download_size: 577814
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dataset_size: 520861
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---
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size_categories:
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- 1K<n<10K
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source_datasets:
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- extended|google-research-datasets/paws-x
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task_categories:
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- text-classification
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task_ids:
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num_examples: 2000
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download_size: 577814
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dataset_size: 520861
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---
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# Dataset Card for PAWS-eu
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- **Point of Contact:** [hitz@ehu.eus](mailto:hitz@ehu.eus)
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## Dataset Description
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### Dataset Summary
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PAWS-eu is the professional translation to Basque of the PAWS dataset ([Zhang et al., 2019](https://aclanthology.org/N19-1131/)),
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in the spirit of the PAWS-X effort ([Yang et al., 2019](https://aclanthology.org/D19-1382/)).
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PAWS consist of sentence pairs that have high lexical overlap but that may or may not be paraphrases.
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### Languages
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* eu-ES
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## Dataset Structure
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### Data Fields
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* `id` (str): A unique id for each pair.
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* `sentence1` (str): The first sentence.
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* `sentence2` (str): The second sentence.
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* `label` (int): (noisy) label for each pair; `0` indicates that the pair has different meaning, while `1` indicates the pair is a paraphrase.
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### Data Splits
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| name |test|
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|---------|---:|
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| default |2000|
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## Dataset Creation
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This dataset is a professional translation of the English PAWS dataset into Basque, commissioned by HiTZ (UPV/EHU) within the ILENIA project.
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For more information on how PAWS was created, please refer to their articles (see above).
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## Additional Information
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This work is funded by the Ministerio para la Transformación Digital y de la Función Pública - Funded by EU – NextGenerationEU within the framework of the [project ILENIA](https://proyectoilenia.es/) with reference 2022/TL22/00215335.
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### Licensing Information
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Original PAWS-X License:
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> The dataset may be freely used for any purpose, although acknowledgement of Google LLC ("Google") as the data source would be appreciated. The dataset is provided "AS IS" without any warranty, express or implied. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.
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### Citation Information
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```
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@inproceedings{baucells-etal-2025-iberobench,
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title = "{I}bero{B}ench: A Benchmark for {LLM} Evaluation in {I}berian Languages",
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author = "Baucells, Irene and
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Aula-Blasco, Javier and
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de-Dios-Flores, Iria and
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Paniagua Su{\'a}rez, Silvia and
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Perez, Naiara and
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Salles, Anna and
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Sotelo Docio, Susana and
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Falc{\~a}o, J{\'u}lia and
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Saiz, Jose Javier and
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Sepulveda Torres, Robiert and
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Barnes, Jeremy and
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Gamallo, Pablo and
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Gonzalez-Agirre, Aitor and
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Rigau, German and
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Villegas, Marta",
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editor = "Rambow, Owen and
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Wanner, Leo and
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Apidianaki, Marianna and
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Al-Khalifa, Hend and
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Eugenio, Barbara Di and
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Schockaert, Steven",
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booktitle = "Proceedings of the 31st International Conference on Computational Linguistics",
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month = jan,
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year = "2025",
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address = "Abu Dhabi, UAE",
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publisher = "Association for Computational Linguistics",
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url = "https://aclanthology.org/2025.coling-main.699/",
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pages = "10491--10519",
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}
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```
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