Tvorba závislostního korpusu pro jorubštinu s využitím paralelních dat
Tvorba závislostního korpusu pro jorubštinu s využitím paralelních dat
diploma thesis (DEFENDED)

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http://hdl.handle.net/20.500.11956/101633Identifiers
Study Information System: 200733
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- Kvalifikační práce [11338]
Author
Advisor
Referee
Rosa, Rudolf
Faculty / Institute
Faculty of Mathematics and Physics
Discipline
Computational Linguistics
Department
Institute of Formal and Applied Linguistics
Date of defense
11. 9. 2018
Publisher
Univerzita Karlova, Matematicko-fyzikální fakultaLanguage
English
Grade
Very good
Keywords (Czech)
závislostní syntax, universal dependencies, jazyky s nedostatečnými zdrojiKeywords (English)
dependency parsing, annotation, parallel data, projection, UDPipe, part-of-speech tagging, low-resourceThe goal of this thesis is to create a dependency treebank for Yorùbá, a language with very little pre-existing machine-readable resources. The treebank follows the Universal Dependencies (UD) annotation standard, certain language-specific guidelines for Yorùbá were specified. Known techniques for porting resources from resource-rich languages were tested, in particular projection of annotation across parallel bilingual data. Manual annotation is not the main focus of this thesis; nevertheless, a small portion of the data was verified manually in order to evaluate the annotation quality. Also, a model was trained on the manual annotation using UDPipe.