@inproceedings{simons-etal-2024-highly,
title = "Highly Granular Dialect Normalization and Phonological Dialect Translation for {L}imburgish",
author = "Simons, Andreas and
De Pascale, Stefano and
Franco, Karlien",
editor = {Scherrer, Yves and
Jauhiainen, Tommi and
Ljube{\v{s}}i{\'c}, Nikola and
Zampieri, Marcos and
Nakov, Preslav and
Tiedemann, J{\"o}rg},
booktitle = "Proceedings of the Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024)",
month = jun,
year = "2024",
address = "Mexico City, Mexico",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2024.vardial-1.13",
doi = "10.18653/v1/2024.vardial-1.13",
pages = "152--162",
abstract = "We study highly granular dialect normalization and phonological dialect translation on Limburgish, a non-standardized low-resource language with a wide variation in spelling conventions and phonology. We find improvements to the traditional transformer by embedding the geographic coordinates of dialects in dialect normalization tasks and use these geographically-embedded transformers to translate words between the phonologies of different dialects. These results are found to be consistent with notions in traditional Limburgish dialectology.",
}
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<abstract>We study highly granular dialect normalization and phonological dialect translation on Limburgish, a non-standardized low-resource language with a wide variation in spelling conventions and phonology. We find improvements to the traditional transformer by embedding the geographic coordinates of dialects in dialect normalization tasks and use these geographically-embedded transformers to translate words between the phonologies of different dialects. These results are found to be consistent with notions in traditional Limburgish dialectology.</abstract>
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%0 Conference Proceedings
%T Highly Granular Dialect Normalization and Phonological Dialect Translation for Limburgish
%A Simons, Andreas
%A De Pascale, Stefano
%A Franco, Karlien
%Y Scherrer, Yves
%Y Jauhiainen, Tommi
%Y Ljubešić, Nikola
%Y Zampieri, Marcos
%Y Nakov, Preslav
%Y Tiedemann, Jörg
%S Proceedings of the Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024)
%D 2024
%8 June
%I Association for Computational Linguistics
%C Mexico City, Mexico
%F simons-etal-2024-highly
%X We study highly granular dialect normalization and phonological dialect translation on Limburgish, a non-standardized low-resource language with a wide variation in spelling conventions and phonology. We find improvements to the traditional transformer by embedding the geographic coordinates of dialects in dialect normalization tasks and use these geographically-embedded transformers to translate words between the phonologies of different dialects. These results are found to be consistent with notions in traditional Limburgish dialectology.
%R 10.18653/v1/2024.vardial-1.13
%U https://aclanthology.org/2024.vardial-1.13
%U https://doi.org/10.18653/v1/2024.vardial-1.13
%P 152-162
Markdown (Informal)
[Highly Granular Dialect Normalization and Phonological Dialect Translation for Limburgish](https://aclanthology.org/2024.vardial-1.13) (Simons et al., VarDial-WS 2024)
ACL