The CLASSLA-StanfordNLP model for lemmatisation of standard Slovenian 1.1

PID

The model for lemmatisation of standard Slovenian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the ssj500k training corpus (http://hdl.handle.net/11356/1210) and using the Sloleks inflectional lexicon (http://hdl.handle.net/11356/1230). The estimated F1 of the lemma annotations is ~99.0.

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.

Identifier
PID	http://hdl.handle.net/11356/1286
Related Identifier	http://hdl.handle.net/11356/1254
Related Identifier	http://hdl.handle.net/11356/1354
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:11356/1286

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	Slovenian; Slovene
Resource Type	toolService
Format	application/octet-stream; text/plain; charset=utf-8; downloadable_files_count: 1
Discipline	Linguistics