Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3ALSCF3XF9" target="_blank" >RIV/00216208:11320/25:LSCF3XF9 - isvavai.cz</a>
Result on the web
<a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200257441&partnerID=40&md5=1b027ff381bbd08ed71b02623abd7692" target="_blank" >https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200257441&partnerID=40&md5=1b027ff381bbd08ed71b02623abd7692</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages
Original language description
A majority of language technologies are tailored for a small number of high-resource languages, while relatively many low-resource languages are neglected. One such group, Creole languages, have long been marginalized in academic study, though their speakers could benefit from machine translation (MT). These languages are predominantly used in much of Latin America, Africa and the Caribbean. We present the largest cumulative dataset to date for Creole language MT, including 14.5 M unique Creole sentences with parallel translations—11.6 M of which we release publicly, and the largest bitexts gathered to date for 41 languages—the first ever for 21. In addition, we provide MT models supporting all 41 Creole languages in 172 translation directions. Given our diverse dataset, we produce a model for Creole language MT exposed to more genre diversity then ever before, which outperforms a genre-specific Creole MT model on its own benchmark for 23 of 34 translation directions. © 2024 Association for Computational Linguistics.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proc. Conf. North American Chapter Assoc. Comput. Linguist.: Hum. Lang. Technol., NAACL
ISBN
979-889176114-8
ISSN
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e-ISSN
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Number of pages
28
Pages from-to
3083-3110
Publisher name
Association for Computational Linguistics (ACL)
Place of publication
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Event location
Mexico City
Event date
Jan 1, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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