The CLASSLA-Stanza model for UD dependency parsing of standard Bulgarian 2.1

PID

The model for UD dependency parsing of standard Bulgarian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the UD-parsed portion of the BulTreeBank training corpus (https://clarino.uib.no/korpuskel/corpora) and using the CLARIN.SI-embed.bg word embeddings (http://hdl.handle.net/11356/1796). The estimated LAS of the parser is ~91.18.

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

Identifier
PID	http://hdl.handle.net/11356/1851
Related Identifier	http://dx.doi.org/10.18653/v1/W19-3704
Related Identifier	http://hdl.handle.net/11356/1328
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:11356/1851

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: 2
Discipline	Linguistics