The CLASSLA-StanfordNLP model for lemmatisation of standard Croatian 1.1

Name: The CLASSLA-StanfordNLP model for lemmatisation of standard Croatian 1.1
License: https://creativecommons.org/licenses/by-sa/4.0/

Ljubešić, Nikola

Show simple item record

dc.contributor.author	Ljubešić, Nikola
dc.date.accessioned	2020-01-07T16:21:33Z
dc.date.available	2020-01-07T16:21:33Z
dc.date.issued	2020-01-07
dc.identifier.uri	http://hdl.handle.net/11356/1287
dc.description	The model for lemmatisation of standard Croatian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the hr500k training corpus (http://hdl.handle.net/11356/1183) and using the hrLex inflectional lexicon (http://hdl.handle.net/11356/1232). The estimated F1 of the lemma annotations is ~97.6. The difference to the previous version of the model is that it is trained with the lemmatiser padding bug removed, cf. https://github.com/stanfordnlp/stanfordnlp/issues/143.
dc.language.iso	hrv
dc.publisher	Jožef Stefan Institute
dc.relation.replaces	http://hdl.handle.net/11356/1255
dc.relation.isreplacedby	http://hdl.handle.net/11356/1357
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	lemmatisation
dc.subject	language model
dc.title	The CLASSLA-StanfordNLP model for lemmatisation of standard Croatian 1.1
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	ARRS (Slovenian Research Agency) J7-8280 FRENK: Resources, methods, and tools for the understanding, identification, and classification of various forms of socially unacceptable discourse in the information society nationalFunds
sponsor	ARRS (Slovenian Research Agency) N6-0099 LiLaH: Linguistic Landscape of Hate Speech nationalFunds
files.count	1
files.size	822750413