Lightweight diacritics restoration for V4 languages
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 pe...
Elmentve itt :
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Testületi szerző: | |
Dokumentumtípus: | Könyv része |
Megjelent: |
2022
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Sorozat: | Magyar Számítógépes Nyelvészeti Konferencia
18 |
Kulcsszavak: | Nyelvészet - számítógép alkalmazása |
Tárgyszavak: | |
Online Access: | http://acta.bibl.u-szeged.hu/75899 |
Tartalmi kivonat: | 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. |
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Terjedelem/Fizikai jellemzők: | 549-559 |
ISBN: | 978-963-306-848-9 |