The CLASSLA-StanfordNLP model for lemmatisation of standard Serbian 1.2

PID

The model for lemmatisation of 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) and using the srLex inflectional lexicon (http://hdl.handle.net/11356/1233). The estimated F1 of the lemma annotations is ~97.9.

The difference to the previous version is that now it relies solely on XPOS annotations, and not on a combination of UPOS, FEATS (lexicon lookup) and XPOS (lemma prediction) annotations.

Identifier
PID http://hdl.handle.net/11356/1355
Related Identifier http://dx.doi.org/10.18653/v1/W19-3704
Related Identifier http://hdl.handle.net/11356/1288
Related Identifier http://hdl.handle.net/11356/1830
Related Identifier https://github.com/clarinsi/classla-stanfordnlp
Metadata Access http://www.clarin.si/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:www.clarin.si:11356/1355
Provenance
Creator Ljubešić, Nikola
Publisher Jožef Stefan Institute
Publication Year 2020
Rights Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0); https://creativecommons.org/licenses/by-sa/4.0/; PUB
OpenAccess true
Contact info(at)clarin.si
Representation
Language Serbian
Resource Type toolService
Format application/zip; text/plain; charset=utf-8; downloadable_files_count: 1
Discipline Linguistics