The CLASSLA-Stanza model for semantic role labeling of standard Slovenian 2.0

Name: The CLASSLA-Stanza model for semantic role labeling of standard Slovenian 2.0
License: https://creativecommons.org/licenses/by-sa/4.0/

Terčon, Luka; Ljubešić, Nikola

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dc.contributor.author	Terčon, Luka
dc.contributor.author	Ljubešić, Nikola
dc.date.accessioned	2023-02-03T16:56:48Z
dc.date.available	2023-02-03T16:56:48Z
dc.date.issued	2023-01-31
dc.identifier.uri	http://hdl.handle.net/11356/1770
dc.description	The model for semantic role labeling of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) extended with the MaCoCu-sl Slovenian web corpus (http://hdl.handle.net/11356/1517). The estimated F1 of the semantic role annotations is ~76.24. The difference to the previous version of the model is that the model was trained using the SUK training corpus and the updated word embeddings.
dc.language.iso	slv
dc.publisher	Jožef Stefan Institute
dc.relation.isreferencedby	http://dx.doi.org/10.18653/v1/W19-3704
dc.relation.replaces	http://hdl.handle.net/11356/1586
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	semantic role labelling
dc.subject	language model
dc.title	The CLASSLA-Stanza model for semantic role labeling of standard Slovenian 2.0
dc.type	toolService
metashare.ResourceInfo#ContentInfo.detailedType	tool
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent	true
has.files	yes
branding	CLARIN.SI data & tools
contact.person	Nikola Ljubešić nikola.ljubesic@ijs.si Jožef Stefan Institute
contact.person	Luka Terčon luka.tercon@gmail.com Faculty of Computer and Information Science, University of Ljubljana
sponsor	Ministry of Culture C3340-20-278001 Development of Slovene in a Digital Environment Other
sponsor	ARRS (Slovenian Research Agency) P6-0411 Language Resources and Technologies for Slovene nationalFunds
files.count	1
files.size	61537962