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Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing

Michael Ginn, Sarah Moeller, Alexis Palmer, Anna Stacey, Garrett Nicolai, Mans Hulden, Miikka Silfverberg


Abstract
This paper presents the findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing. This first iteration of the shared task explores glossing of a set of six typologically diverse languages: Arapaho, Gitksan, Lezgi, Natügu, Tsez and Uspanteko. The shared task encompasses two tracks: a resource-scarce closed track and an open track, where participants are allowed to utilize external data resources. Five teams participated in the shared task. The winning team Tü-CL achieved a 23.99%-point improvement over a baseline RoBERTa system in the closed track and a 17.42%-point improvement in the open track.
Anthology ID:
2023.sigmorphon-1.20
Volume:
Proceedings of the 20th SIGMORPHON workshop on Computational Research in Phonetics, Phonology, and Morphology
Month:
July
Year:
2023
Address:
Toronto, Canada
Editors:
Garrett Nicolai, Eleanor Chodroff, Frederic Mailhot, Çağrı Çöltekin
Venue:
SIGMORPHON
SIG:
SIGMORPHON
Publisher:
Association for Computational Linguistics
Note:
Pages:
186–201
Language:
URL:
https://aclanthology.org/2023.sigmorphon-1.20
DOI:
10.18653/v1/2023.sigmorphon-1.20
Bibkey:
Cite (ACL):
Michael Ginn, Sarah Moeller, Alexis Palmer, Anna Stacey, Garrett Nicolai, Mans Hulden, and Miikka Silfverberg. 2023. Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing. In Proceedings of the 20th SIGMORPHON workshop on Computational Research in Phonetics, Phonology, and Morphology, pages 186–201, Toronto, Canada. Association for Computational Linguistics.
Cite (Informal):
Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing (Ginn et al., SIGMORPHON 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.sigmorphon-1.20.pdf