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--- |
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task_categories: |
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- text-generation |
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language: |
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- eu |
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- es |
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- en |
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tags: |
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- counternarratives |
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- hate speech |
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- multilinguality |
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- LLMs |
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- LLM |
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pretty_name: conan_eus |
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size_categories: |
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- 10K<n<100K |
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configs: |
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- config_name: eu |
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data_files: |
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- split: train |
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path: |
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- data/eu/eu_train.csv |
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- data/eu/eu_train_MT.csv |
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- split: validation |
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path: |
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- data/eu/eu_val.csv |
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- data/eu/eu_val_MT.csv |
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- split: test |
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path: |
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- data/eu/eu_test.csv |
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- data/eu/eu_test_MT.csv |
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- config_name: es |
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data_files: |
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- split: train |
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path: |
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- data/es/es_train.csv |
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- data/es/es_train_MT.csv |
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- split: validation |
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path: |
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- data/es/es_val.csv |
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- data/es/es_val_MT.csv |
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- split: test |
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path: |
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- data/es/es_test.csv |
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- data/es/es_test_MT.csv |
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- config_name: en |
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data_files: |
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- split: train |
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path: data/en/en_train.csv |
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- split: validation |
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path: data/en/en_val.csv |
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- split: test |
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path: data/en/en_test.csv |
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|
|
|
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--- |
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**Content Warning**: This dataset contains examples of offensive language that do not reflect the authors’ views |
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# CONAN-EUS: Basque and Spanish Parallel Counter Narratives Dataset |
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|
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CONAN-EUS was created by professionally translating all 6654 English HS-CN pairs of the original [CONAN](https://aclanthology.org/P19-1271.pdf) dataset into |
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**Basque and Spanish**. For experimentation we generated train, validation and test splits in a way that no HS-CN pairs occurred across them. |
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|
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<table style="width:33%"> |
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<tr> |
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<th>CONAN-EUS Splits</th> |
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<th>Total HS-CN Count</th> |
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<tr> |
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<td>train</td> |
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<td>4833</td> |
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</tr> |
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<tr> |
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<td>validation</td> |
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<td>537</td> |
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</tr> |
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<tr> |
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<td>test</td> |
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<td>1278</td> |
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</tr> |
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</table> |
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|
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- 📖 Paper: [Basque and Spanish Counter Narrative Generation: Data Creation and Evaluation](https://arxiv.org/abs/2403.09159) In LREC-COLING 2024. |
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- 💻 Github Repo (Data and Code): [https://github.com/ixa-ehu/conan-e/](https://github.com/ixa-ehu/conan-e/) |
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The CONAN (COunter NArratives through Nichesourcing) dataset was published by [Chung et al., 2019](https://aclanthology.org/P19-1271.pdf) |
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and is publicly available in [https://github.com/marcoguerini/CONAN](https://github.com/marcoguerini/CONAN). |
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## Data |
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|
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This repository contains the Basque and Spanish CONAN-EUS data, in Machine Translated (MT) and post-edited forms. Furthermore, to facilitate experimentation we also share |
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the generated splits of the original CONAN English data ([https://github.com/marcoguerini/CONAN](https://github.com/marcoguerini/CONAN)). |
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+ data/eu: train/val/test sets with both the MT post-edited Basque data |
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+ data/es: train/val/test sets with both the MT post edited Spanish data |
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+ data/en: train/val/test sets of the original CONAN English data |
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|
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## HS-CN example |
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The CONAN dataset includes HS-CN pairs, regarding the topic of Muslims and Islam. |
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An example of a HS-CN pair in Basque, Spanish and English is illustrated below: |
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| HS | CN | |
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|-------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------| |
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| Musulmanok ez dugu gure kultura aberastu dezakeen ezer erabilgarririk. | Zer egin dute guretzat musulmanek? Beno, kafea, erlojuak, kamerak, higienea, unibertsitateak, tresna kirurgikoak, mapak, musika, aljebra. | |
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| Los musulmanes no tienen nada útil que pueda enriquecer nuestra cultura.| ¿Qué han hecho los musulmanes por nosotros? Bueno, café, relojes, cámaras, higiene, universidades, instrumentos quirúrgicos, mapas, música, álgebra.| |
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| Muslims do not have anything useful that can enrich our culture.| What have Muslims ever done for us? Well, Coffee, Clocks, Cameras, Hygiene, Universities, Surgical Instruments, Maps, Music, Algebra.| |
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If you use CONAN-EUS please **cite the following paper**: |
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## Citation |
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|
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```bibtex |
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@inproceedings{bengoetxea-et-al-2024, |
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title={{B}asque and {S}panish {C}ounter {N}arrative {G}eneration: {D}ata {C}reation and {E}valuation}, |
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author={Jaione Bengoetxea and Yi-Ling Chung and Marco Guerini and Rodrigo Agerri}, |
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year={2024}, |
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publisher = "Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)", |
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} |
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``` |
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If you also use the English splits then you **should also cite the original CONAN paper**: |
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|
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```bibtex |
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@inproceedings{chung-etal-2019-conan, |
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title = "{CONAN} - {CO}unter {NA}rratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech", |
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author = "Chung, Yi-Ling and |
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Kuzmenko, Elizaveta and |
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Tekiroglu, Serra Sinem and |
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Guerini, Marco", |
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booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics", |
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year = "2019", |
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pages = "2819--2829" |
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} |
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``` |
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**Contact**: [Rodrigo Agerri](https://ragerri.github.io/) |
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HiTZ Center - Ixa, University of the Basque Country UPV/EHU |
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