University of Illinois submission to the sigmorphon 2020 shared task 0: Typologically diverse morphological inflection

Marc E. Canby, Aidana Karipbayeva, Bryan J. Lunt, Sahand Mozaffari, Charlotte R. Yoder, Julia Hockenmaier

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The objective of this shared task is to produce an inflected form of a word, given its lemma and a set of tags describing the attributes of the desired form. In this paper, we describe a transformer-based model that uses a bidirectional decoder to perform this task, and evaluate its performance on the 90 languages and 18 language families used in this task.

Original languageEnglish (US)
Title of host publicationSIGMORPHON 2020 - 17th SIGMORPHON Workshop on Computational Research in Phonetics Phonology, and Morphology, Proceedings of the Workshop
PublisherAssociation for Computational Linguistics (ACL)
Pages137-145
Number of pages9
ISBN (Electronic)9781952148194
DOIs
StatePublished - 2020
Event17th SIGMORPHON Workshop on Computational Research in Phonetics Phonology, and Morphology, SIGMORPHON 2020 as part of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020 - Virtual, Online, United States
Duration: Jul 10 2020 → …

Publication series

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

Conference

Conference17th SIGMORPHON Workshop on Computational Research in Phonetics Phonology, and Morphology, SIGMORPHON 2020 as part of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020
Country/TerritoryUnited States
CityVirtual, Online
Period7/10/20 → …

ASJC Scopus subject areas

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

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