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        <title>The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection</title>
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            <namePart type="given">Garrett</namePart>
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    <abstract>This paper presents the submission by the MeLeL team to the SIGMORPHON–UniMorph Shared Task on Typologically Diverse and Acquisition-Inspired Morphological Inflection Generation Part 3: Models of Acquisition of Inflectional Noun Morphology in Polish, Estonian, and Finnish. This task requires us to produce the word form given a lemma and a grammatical case, while trying to produce the same error-rate as in children. We approach this task with a reduced-size character-based transformer model, multilingual training and an upsampling method to introduce bias.</abstract>
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    <identifier type="doi">10.18653/v1/2023.sigmorphon-1.18</identifier>
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%0 Conference Proceedings
%T The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection
%A Astrach, Gal
%A Pinter, Yuval
%Y Nicolai, Garrett
%Y Chodroff, Eleanor
%Y Mailhot, Frederic
%Y Çöltekin, Çağrı
%S Proceedings of the 20th SIGMORPHON workshop on Computational Research in Phonetics, Phonology, and Morphology
%D 2023
%8 July
%I Association for Computational Linguistics
%C Toronto, Canada
%F astrach-pinter-2023-bgu
%X This paper presents the submission by the MeLeL team to the SIGMORPHON–UniMorph Shared Task on Typologically Diverse and Acquisition-Inspired Morphological Inflection Generation Part 3: Models of Acquisition of Inflectional Noun Morphology in Polish, Estonian, and Finnish. This task requires us to produce the word form given a lemma and a grammatical case, while trying to produce the same error-rate as in children. We approach this task with a reduced-size character-based transformer model, multilingual training and an upsampling method to introduce bias.
%R 10.18653/v1/2023.sigmorphon-1.18
%U https://aclanthology.org/2023.sigmorphon-1.18
%U https://doi.org/10.18653/v1/2023.sigmorphon-1.18
%P 166-170

Markdown (Informal)

[The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection](https://aclanthology.org/2023.sigmorphon-1.18) (Astrach & Pinter, SIGMORPHON 2023)

• The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection (Astrach & Pinter, SIGMORPHON 2023)

ACL

• Gal Astrach and Yuval Pinter. 2023. The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection. In Proceedings of the 20th SIGMORPHON workshop on Computational Research in Phonetics, Phonology, and Morphology, pages 166–170, Toronto, Canada. Association for Computational Linguistics.