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

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

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
Externally published	Yes
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.

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",

note = "Publisher Copyright: {\textcopyright} 2023 Association for Computational Linguistics.; 20th SIGMORPHON Workshop on Computational Morphology, Phonology, and Phonetics, CMPP 2023, as part of ACL 2023 ; Conference date: 14-07-2023",

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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

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