Correcting Diacritics and Typos with a ByT5 Transformer Model

Correcting Diacritics and Typos with a ByT5 Transformer Model

Due to the fast pace of life and online communications and the prevalence of English and the QWERTY keyboard, people tend to forgo using diacritics, make typographical errors (typos) when typing in other languages. Restoring diacritics and correcting spelling is important for proper language use and...

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Bibliographic Details
Main Authors: Lukas Stankevičius, Mantas Lukoševičius, Jurgita Kapočiūtė-Dzikienė, Monika Briedienė, Tomas Krilavičius
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
natural language processing
diacritics restoration
typo correction
transformer models
ByT5
QWERTY
Online Access:https://www.mdpi.com/2076-3417/12/5/2636

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