The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Bulgarian 1.0

PID

This model for morphosyntactic annotation of standard Bulgarian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the BulTreeBank training corpus (http://hdl.handle.net/11495/D93F-C6E9-65D9-2) and using the CoNLL2017 word embeddings (http://hdl.handle.net/11234/1-1989). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~96.8.

Identifier
PID	http://hdl.handle.net/11356/1326
Related Identifier	http://dx.doi.org/10.18653/v1/W19-3704
Related Identifier	http://hdl.handle.net/11356/1394
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:11356/1326

Provenance
Creator	Ljubešić, Nikola; Osenova, Petya; Simov, Kiril
Publisher	Jožef Stefan Institute; IICT-BAS
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	Bulgarian
Resource Type	toolService
Format	application/octet-stream; text/plain; charset=utf-8; downloadable_files_count: 2
Discipline	Linguistics