Yet Another Format of Universal Dependencies for Korean
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3AJKFL52T6" target="_blank" >RIV/00216208:11320/22:JKFL52T6 - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2022.coling-1.482" target="_blank" >https://aclanthology.org/2022.coling-1.482</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Yet Another Format of Universal Dependencies for Korean
Original language description
In this study, we propose a morpheme-based scheme for Korean dependency parsing and adopt the proposed scheme to Universal Dependencies. We present the linguistic rationale that illustrates the motivation and the necessity of adopting the morpheme-based format, and develop scripts that convert between the original format used by Universal Dependencies and the proposed morpheme-based format automatically. The effectiveness of the proposed format for Korean dependency parsing is then testified by both statistical and neural models, including UDPipe and Stanza, with our carefully constructed morpheme-based word embedding for Korean. morphUD outperforms parsing results for all Korean UD treebanks, and we also present detailed error analysis.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 29th International Conference on Computational Linguistics
ISBN
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ISSN
2951-2093
e-ISSN
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Number of pages
6
Pages from-to
5432-5437
Publisher name
International Committee on Computational Linguistics
Place of publication
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Event location
Gyeongju, Republic of Korea
Event date
Jan 1, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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