The CLASSLA-Stanza model for morphosyntactic annotation of spoken Slovenian 2.2

Name: The CLASSLA-Stanza model for morphosyntactic annotation of spoken Slovenian 2.2
License: https://creativecommons.org/licenses/by-sa/4.0/
Keywords: part-of-speech tagging

Terčon, Luka; Dobrovoljc, Kaja; Ljubešić, Nikola

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dc.contributor.author	Terčon, Luka
dc.contributor.author	Dobrovoljc, Kaja
dc.contributor.author	Ljubešić, Nikola
dc.date.accessioned	2025-02-10T13:34:19Z
dc.date.available	2025-02-10T13:34:19Z
dc.date.issued	2025-02-07
dc.identifier.uri	http://hdl.handle.net/11356/2016
dc.description	This model for morphosyntactic annotation 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 model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~96.76.
dc.language.iso	slv
dc.publisher	Jožef Stefan Institute
dc.relation.isreferencedby	https://doi.org/10.5281/zenodo.13936406
dc.rights	Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
dc.rights.uri	https://creativecommons.org/licenses/by-sa/4.0/
dc.rights.label	PUB
dc.source.uri	https://github.com/clarinsi/classla
dc.subject	part-of-speech tagging
dc.title	The CLASSLA-Stanza model for morphosyntactic annotation of spoken Slovenian 2.2
dc.type	toolService
metashare.ResourceInfo#ContentInfo.detailedType	tool
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent	true
has.files	yes
branding	CLARIN.SI data & tools
contact.person	Luka Terčon luka.tercon@fri.uni-lj.si Faculty of Computer and Information Science, University of Ljubljana
contact.person	Nikola Ljubešić nikola.ljubesic@ijs.si Jožef Stefan Institute
sponsor	ARRS (Slovenian Research Agency) P6-0411 Language Resources and Technologies for Slovene nationalFunds
sponsor	Ministry of Culture C3340-20-278001 Development of Slovene in a Digital Environment Other
sponsor	ARRS (Slovenian Research Agency) J7-4642 MEZZANINE nationalFunds
sponsor	ARRS (Slovenian Research Agency) Z6-4617 Treebank-Driven Approach to the Study of Spoken Slovenian nationalFunds
files.count	2
files.size	539741409