POS Tagging and Lemmatization (Czech model)

Vysušilová, Petra

POS Tagging and Lemmatization (Czech model)

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Vysušilová, Petra and Straka, Milan, 2021, POS Tagging and Lemmatization (Czech model), LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL), http://hdl.handle.net/11234/1-4613.

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Authors

Vysušilová, Petra and Straka, Milan

Item identifier

http://hdl.handle.net/11234/1-4613

Demo URL

https://github.com/flower-go/DiplomaThesis

Referenced by

https://dspace.cuni.cz/handle/20.500.11956/147648

Date issued

2021

Type

languageDescription,

text

Language(s)

Czech

Description

Model trained for Czech POS Tagging and Lemmatization using Czech version of BERT model, RobeCzech. Model is trained on data from Prague Dependency Treebank 3.5. Model is a part of Czech NLP with Contextualized Embeddings master thesis and presented a state-of-the-art performance on the date of submission of the work. Demo jupyter notebook is available on the project GitHub.

Publisher

Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)

Subject(s)

BERT

PoS tagging

lemmatization

Collections

LINDAT / CLARIAH-CZ Data & Tools

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Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)