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 languageAmerican English
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
DOIs
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

Conference

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

All Science Journal Classification (ASJC) codes

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

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