Contribution of Linguistic Typology to Universal Dependency Parsing: An Empirical Investigation

Ali Basirat, Navid Baradaran Hemmati


Abstract
Universal Dependencies (UD) is a global initiative to create a standard annotation for the dependency syntax of human languages. Addressing its deviation from typological principles, this study presents an empirical investigation of a typologically motivated transformation of UD proposed by William Croft. Our findings underscore the significance of the transformations across diverse languages and highlight their advantages and limitations.
Anthology ID:
2024.emnlp-main.773
Volume:
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Month:
November
Year:
2024
Address:
Miami, Florida, USA
Editors:
Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen
Venue:
EMNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
13960–13971
Language:
URL:
https://preview.aclanthology.org/fix-sig-urls/2024.emnlp-main.773/
DOI:
10.18653/v1/2024.emnlp-main.773
Bibkey:
Cite (ACL):
Ali Basirat and Navid Baradaran Hemmati. 2024. Contribution of Linguistic Typology to Universal Dependency Parsing: An Empirical Investigation. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 13960–13971, Miami, Florida, USA. Association for Computational Linguistics.
Cite (Informal):
Contribution of Linguistic Typology to Universal Dependency Parsing: An Empirical Investigation (Basirat & Hemmati, EMNLP 2024)
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PDF:
https://preview.aclanthology.org/fix-sig-urls/2024.emnlp-main.773.pdf