MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages
Marta Bañón, Mălina Chichirău, Miquel Esplà-Gomis, Mikel Forcada, Aarón Galiano-Jiménez, Taja Kuzman, Nikola Ljubešić, Rik van Noord, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Peter Rupnik, Vit Suchomel, Antonio Toral, Jaume Zaragoza-Bernabeu
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Abstract
We present the most relevant results of the project MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages in its second year. To date, parallel and monolingual corpora have been produced for seven low-resourced European languages by crawling large amounts of textual data from selected top-level domains of the Internet; both human and automatic evaluation show its usefulness. In addition, several large language models pretrained on MaCoCu data have been published, as well as the code used to collect and curate the data.- Anthology ID:
- 2023.eamt-1.55
- Volume:
- Proceedings of the 24th Annual Conference of the European Association for Machine Translation
- Month:
- June
- Year:
- 2023
- Address:
- Tampere, Finland
- Editors:
- Mary Nurminen, Judith Brenner, Maarit Koponen, Sirkku Latomaa, Mikhail Mikhailov, Frederike Schierl, Tharindu Ranasinghe, Eva Vanmassenhove, Sergi Alvarez Vidal, Nora Aranberri, Mara Nunziatini, Carla Parra Escartín, Mikel Forcada, Maja Popovic, Carolina Scarton, Helena Moniz
- Venue:
- EAMT
- SIG:
- Publisher:
- European Association for Machine Translation
- Note:
- Pages:
- 505–506
- Language:
- URL:
- https://aclanthology.org/2023.eamt-1.55/
- DOI:
- Bibkey:
- Cite (ACL):
- Marta Bañón, Mălina Chichirău, Miquel Esplà-Gomis, Mikel Forcada, Aarón Galiano-Jiménez, Taja Kuzman, Nikola Ljubešić, Rik van Noord, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Peter Rupnik, Vit Suchomel, Antonio Toral, and Jaume Zaragoza-Bernabeu. 2023. MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages. In Proceedings of the 24th Annual Conference of the European Association for Machine Translation, pages 505–506, Tampere, Finland. European Association for Machine Translation.
- Cite (Informal):
- MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages (Bañón et al., EAMT 2023)
- Copy Citation:
- PDF:
- https://aclanthology.org/2023.eamt-1.55.pdf
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@inproceedings{non-etal-2023-macocu, title = "{M}a{C}o{C}u: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages", author = "Ba{\~n}{\'o}n, Marta and Chichir{\u{a}}u, M{\u{a}}lina and Espl{\`a}-Gomis, Miquel and Forcada, Mikel and Galiano-Jim{\'e}nez, Aar{\'o}n and Kuzman, Taja and Ljube{\v{s}}i{\'c}, Nikola and van Noord, Rik and Sempere, Leopoldo Pla and Ram{\'i}rez-S{\'a}nchez, Gema and Rupnik, Peter and Suchomel, Vit and Toral, Antonio and Zaragoza-Bernabeu, Jaume", editor = "Nurminen, Mary and Brenner, Judith and Koponen, Maarit and Latomaa, Sirkku and Mikhailov, Mikhail and Schierl, Frederike and Ranasinghe, Tharindu and Vanmassenhove, Eva and Vidal, Sergi Alvarez and Aranberri, Nora and Nunziatini, Mara and Escart{\'i}n, Carla Parra and Forcada, Mikel and Popovic, Maja and Scarton, Carolina and Moniz, Helena", booktitle = "Proceedings of the 24th Annual Conference of the European Association for Machine Translation", month = jun, year = "2023", address = "Tampere, Finland", publisher = "European Association for Machine Translation", url = "https://aclanthology.org/2023.eamt-1.55/", pages = "505--506", abstract = "We present the most relevant results of the project MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages in its second year. To date, parallel and monolingual corpora have been produced for seven low-resourced European languages by crawling large amounts of textual data from selected top-level domains of the Internet; both human and automatic evaluation show its usefulness. In addition, several large language models pretrained on MaCoCu data have been published, as well as the code used to collect and curate the data." }
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%0 Conference Proceedings %T MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages %A Bañón, Marta %A Chichirău, Mălina %A Esplà-Gomis, Miquel %A Forcada, Mikel %A Galiano-Jiménez, Aarón %A Kuzman, Taja %A Ljubešić, Nikola %A van Noord, Rik %A Sempere, Leopoldo Pla %A Ramírez-Sánchez, Gema %A Rupnik, Peter %A Suchomel, Vit %A Toral, Antonio %A Zaragoza-Bernabeu, Jaume %Y Nurminen, Mary %Y Brenner, Judith %Y Koponen, Maarit %Y Latomaa, Sirkku %Y Mikhailov, Mikhail %Y Schierl, Frederike %Y Ranasinghe, Tharindu %Y Vanmassenhove, Eva %Y Vidal, Sergi Alvarez %Y Aranberri, Nora %Y Nunziatini, Mara %Y Escartín, Carla Parra %Y Forcada, Mikel %Y Popovic, Maja %Y Scarton, Carolina %Y Moniz, Helena %S Proceedings of the 24th Annual Conference of the European Association for Machine Translation %D 2023 %8 June %I European Association for Machine Translation %C Tampere, Finland %F non-etal-2023-macocu %X We present the most relevant results of the project MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages in its second year. To date, parallel and monolingual corpora have been produced for seven low-resourced European languages by crawling large amounts of textual data from selected top-level domains of the Internet; both human and automatic evaluation show its usefulness. In addition, several large language models pretrained on MaCoCu data have been published, as well as the code used to collect and curate the data. %U https://aclanthology.org/2023.eamt-1.55/ %P 505-506
Markdown (Informal)
[MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages](https://aclanthology.org/2023.eamt-1.55/) (Bañón et al., EAMT 2023)
- MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages (Bañón et al., EAMT 2023)
ACL
- Marta Bañón, Mălina Chichirău, Miquel Esplà-Gomis, Mikel Forcada, Aarón Galiano-Jiménez, Taja Kuzman, Nikola Ljubešić, Rik van Noord, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Peter Rupnik, Vit Suchomel, Antonio Toral, and Jaume Zaragoza-Bernabeu. 2023. MaCoCu: Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages. In Proceedings of the 24th Annual Conference of the European Association for Machine Translation, pages 505–506, Tampere, Finland. European Association for Machine Translation.