Show simple item record Ljubešić, Nikola Štefanec, Vanja 2020-09-15T10:47:29Z 2020-09-15T10:47:29Z 2020-07-17
dc.description The model for lemmatisation of non-standard Croatian was built with the CLASSLA-StanfordNLP tool ( by training on the hr500k training corpus (, the ReLDI-NormTagNER-hr corpus (, the RAPUT corpus ( and the ReLDI-NormTagNER-sr corpus (, using the hrLex inflectional lexicon ( These corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed. The estimated F1 of the lemma annotations is ~97.54. The difference to the previous version of the lemmatizer is that now it relies solely on XPOS annotations, and not on a combination of UPOS, FEATS (lexicon lookup) and XPOS (lemma prediction) annotations.
dc.language.iso hrv
dc.publisher Jožef Stefan Institute
dc.rights Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
dc.rights.label PUB
dc.subject lemmatisation
dc.subject computer-mediated communication
dc.subject language model
dc.title The CLASSLA-StanfordNLP model for lemmatisation of non-standard Croatian 1.1
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 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 1
files.size 94348053

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