SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection

Omer Goldman; Khuyagbaatar Batsuren; Salam Khalifa; Aryaman Arora; Garrett Nicolai; Reut Tsarfaty; Ekaterina Vylomova

SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection

Omer Goldman
, Khuyagbaatar Batsuren
, Salam Khalifa
, Aryaman Arora
, Garrett Nicolai
, Reut Tsarfaty
, Ekaterina Vylomova

Department of Computer Science and Artificial Intelligence

National University of Mongolia
Stony Brook University
Georgetown University
University of British Columbia
University of Melbourne

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

15 Scopus citations

Abstract

The 2023 SIGMORPHON-UniMorph shared task on typologically diverse morphological inflection included a wide range of languages: 26 languages from 9 primary language families. The data this year was all lemma-split, to allow testing models' generalization ability, and structured along the new hierarchical schema presented in (Batsuren et al., 2022). The systems submitted this year, 9 in number, showed ingenuity and innovativeness, including hard attention for explainability and bidirectional decoding. Special treatment was also given by many participants to the newly-introduced data in Japanese, due to the high abundance of unseen Kanji characters in its test set.

Original language	English
Title of host publication	ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023
Editors	Garrett Nicolai, Eleanor Chodroff, Cagri Coltekin, Fred Mailhot
Publisher	Association for Computational Linguistics (ACL)
Pages	117-125
Number of pages	9
ISBN (Electronic)	9781959429937
State	Published - 2023
Event	20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023, as part of ACL 2023 - Toronto, Canada Duration: 14 Jul 2023 → …

Publication series

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

Conference

Conference	20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023, as part of ACL 2023
Country/Territory	Canada
City	Toronto
Period	14/07/23 → …

Bibliographical note

Publisher Copyright:
© 2023 Association for Computational Linguistics.

Funding

The research of Omer Goldman and Reut Tsarfaty was funded by a grant from the European Research Council, ERC-StG grant number 677352, and a grant from the Israeli Ministry of Science and Technology (MOST), grant number 3-17992, for which they are grateful. All of Salam Khalifa’s contributions were supported by the department of Linguistics and the Institute of Advanced Computational Science (IACS) at Stony Brook University.

Funders	Funder number
ERC-STG	677352
European Commission
Ministry of Science, Technology and Space	3-17992
Ministry of science and technology, Israel

Cite this

Goldman, O., Batsuren, K., Khalifa, S., Arora, A., Nicolai, G., Tsarfaty, R., & Vylomova, E. (2023). SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. In G. Nicolai, E. Chodroff, C. Coltekin, & F. Mailhot (Eds.), ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023 (pp. 117-125). (Proceedings of the Annual Meeting of the Association for Computational Linguistics). Association for Computational Linguistics (ACL).

Goldman, Omer ; Batsuren, Khuyagbaatar ; Khalifa, Salam et al. / SIGMORPHON-UniMorph 2023 Shared Task 0 : Typologically Diverse Morphological Inflection. ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023. editor / Garrett Nicolai ; Eleanor Chodroff ; Cagri Coltekin ; Fred Mailhot. Association for Computational Linguistics (ACL), 2023. pp. 117-125 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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abstract = "The 2023 SIGMORPHON-UniMorph shared task on typologically diverse morphological inflection included a wide range of languages: 26 languages from 9 primary language families. The data this year was all lemma-split, to allow testing models' generalization ability, and structured along the new hierarchical schema presented in (Batsuren et al., 2022). The systems submitted this year, 9 in number, showed ingenuity and innovativeness, including hard attention for explainability and bidirectional decoding. Special treatment was also given by many participants to the newly-introduced data in Japanese, due to the high abundance of unseen Kanji characters in its test set.",

author = "Omer Goldman and Khuyagbaatar Batsuren and Salam Khalifa and Aryaman Arora and Garrett Nicolai and Reut Tsarfaty and Ekaterina Vylomova",

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Goldman, O, Batsuren, K, Khalifa, S, Arora, A, Nicolai, G, Tsarfaty, R & Vylomova, E 2023, SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. in G Nicolai, E Chodroff, C Coltekin & F Mailhot (eds), ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023. Proceedings of the Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), pp. 117-125, 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023, as part of ACL 2023, Toronto, Canada, 14/07/23.

SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. / Goldman, Omer; Batsuren, Khuyagbaatar; Khalifa, Salam et al.
ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023. ed. / Garrett Nicolai; Eleanor Chodroff; Cagri Coltekin; Fred Mailhot. Association for Computational Linguistics (ACL), 2023. p. 117-125 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Goldman O, Batsuren K, Khalifa S, Arora A, Nicolai G, Tsarfaty R et al. SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. In Nicolai G, Chodroff E, Coltekin C, Mailhot F, editors, ACL 2023 - 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023. Association for Computational Linguistics (ACL). 2023. p. 117-125. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection

Abstract

Publication series

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Bibliographical note

Funding

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