Lightweight diacritics restoration for V4 languages

Csanády Bálint and Lukács András: Lightweight diacritics restoration for V4 languages.

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Abstract

Diacritics restoration became a ubiquitous task in the Latinalphabet-based English-dominated Internet language environment. In this article, we describe a small footprint 1D convolution-based approach, which works on character-level. The model even runs locally in a web browser, and surpasses the performance of similarly sized models. We evaluate our model on the languages of the Visegrád Group, with emphasis on Hungarian.

Item Type:	Conference or Workshop Item
Heading title:	Poszter, laptopos bemutató
Journal or Publication Title:	Magyar Számítógépes Nyelvészeti Konferencia
Date:	2022
Volume:	18
ISBN:	978-963-306-848-9
Page Range:	pp. 549-559
Language:	English
Place of Publication:	Szeged
Event Title:	Magyar számítógépes nyelvészeti konferencia (18.) (2022) (Szeged)
Related URLs:	http://acta.bibl.u-szeged.hu/75797/
Uncontrolled Keywords:	Nyelvészet - számítógép alkalmazása
Additional Information:	Bibliogr.: p. 558-559. és a lábjegyzetekben ; ill. ; összefoglalás angol nyelven
Subjects:	01. Natural sciences 01. Natural sciences > 01.02. Computer and information sciences 06. Humanities 06. Humanities > 06.02. Languages and Literature
Date Deposited:	2022. May. 25. 13:59
Last Modified:	2022. Nov. 08. 11:49
URI:	http://acta.bibl.u-szeged.hu/id/eprint/75899

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