The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Serbian 1.0

Name: The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Serbian 1.0
License: https://creativecommons.org/licenses/by-sa/4.0/

Ljubešić, Nikola; Štefanec, Vanja

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dc.contributor.author	Ljubešić, Nikola
dc.contributor.author	Štefanec, Vanja
dc.date.accessioned	2020-07-17T18:56:05Z
dc.date.available	2020-07-17T18:56:05Z
dc.date.issued	2020-07-17
dc.identifier.uri	http://hdl.handle.net/11356/1332
dc.description	This model for morphosyntactic annotation of non-standard Serbian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the SETimes.SR training corpus (http://hdl.handle.net/11356/1200), the ReLDI-NormTagNER-sr corpus (http://hdl.handle.net/11356/1240), the ReLDI-NormTagNER-hr corpus (http://hdl.handle.net/11356/1241), the hr500k training corpus (http://hdl.handle.net/11356/1210) and the RAPUT corpus (https://www.aclweb.org/anthology/L16-1513/), using the CLARIN.SI-embed.sr word embeddings (http://hdl.handle.net/11356/1206). These corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed. The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~94.91.
dc.language.iso	srp
dc.publisher	Jožef Stefan Institute
dc.relation.isreferencedby	http://dx.doi.org/10.18653/v1/W19-3704
dc.relation.isreplacedby	http://hdl.handle.net/11356/1825
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-stanfordnlp
dc.subject	part-of-speech tagging
dc.subject	computer-mediated communication
dc.subject	language model
dc.title	The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Serbian 1.0
dc.type	toolService
metashare.ResourceInfo#ContentInfo.detailedType	tool
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent	true
hidden	hidden
has.files	yes
branding	CLARIN.SI data & tools
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	Jožef Stefan Institute CLARIN CLARIN.SI nationalFunds
sponsor	ARRS (Slovenian Research Agency) N6-0099 LiLaH: Linguistic Landscape of Hate Speech nationalFunds
sponsor	European Structural and Investment Funds RC.2.2.08-0050 Computer assistant for text input for persons with language impairment (RAPUT) Other
files.count	2
files.size	650402918