The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection

Gal Astrach, Yuval Pinter

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publicationACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023
EditorsGarrett Nicolai, Eleanor Chodroff, Cagri Coltekin, Fred Mailhot
PublisherAssociation for Computational Linguistics (ACL)
Pages166-170
Number of pages5
ISBN (Electronic)9781959429937
StatePublished - 1 Jan 2023
Event20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023, as part of ACL 2023 - Toronto, Canada
Duration: 14 Jul 2023 → …

Publication series

NameProceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN (Print)0736-587X

Conference

Conference20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023, as part of ACL 2023
Country/TerritoryCanada
CityToronto
Period14/07/23 → …

ASJC Scopus subject areas

  • Computer Science Applications
  • Linguistics and Language
  • Language and Linguistics

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