The CLASSLA-Stanza model for lemmatisation of spoken Slovenian 2.2

  Authors

Terčon, Luka ; Dobrovoljc, Kaja and Ljubešić, Nikola

  Item identifier

http://hdl.handle.net/11356/2017

 Project URL

https://github.com/clarinsi/classla

 Referenced by

https://doi.org/10.5281/zenodo.13936406

 Date issued

2025-02-07

 Type

toolService

 Language(s)

Slovenian

 Description

This model for lemmatisation of spoken Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SST treebank of spoken Slovenian (https://github.com/UniversalDependencies/UD_Slovenian-SST) combined with the SUK training corpus (http://hdl.handle.net/11356/1959) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1791) that were expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The estimated F1 of the lemma annotations is ~99.23.

 Publisher

Jožef Stefan Institute

 Acknowledgement

ARRS (Slovenian Research Agency) P6-0411 "Language Resources and Technologies for Slovene"

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

ARRS (Slovenian Research Agency) J7-4642 "MEZZANINE"

ARRS (Slovenian Research Agency) Z6-4617 "Treebank-Driven Approach to the Study of Spoken Slovenian"

 Subject(s)

lemmatisation

 Collection(s)

CLARIN.SI data & tools

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