The CLASSLA-Stanza model for lemmatisation of standard Bulgarian 2.1

PID

The model for lemmatisation of standard Bulgarian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the BulTreeBank training corpus (https://clarino.uib.no/korpuskel/corpora) and using the Bulgarian inflectional lexicon (Popov, Simov, and Vidinska 1998). The estimated F1 of the lemma annotations is ~98.93.

The difference to the previous version of the lemmatizer is that this version was trained using the new version of the Bulgarian word embeddings.

Identifier
PID http://hdl.handle.net/11356/1850
Related Identifier http://dx.doi.org/10.18653/v1/W19-3704
Related Identifier http://hdl.handle.net/11356/1353
Related Identifier https://github.com/clarinsi/classla
Metadata Access http://www.clarin.si/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:www.clarin.si:11356/1850
Provenance
Creator Terčon, Luka; Ljubešić, Nikola; Osenova, Petya; Simov, Kiril
Publisher Jožef Stefan Institute; IICT-BAS
Publication Year 2023
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 Bulgarian
Resource Type toolService
Format text/plain; charset=utf-8; application/zip; downloadable_files_count: 1
Discipline Linguistics