The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Bulgarian 1.1

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.

The difference to the previous version of the model is that the pre-trained embeddings are limited to 250 thousand entries and adapted to the new code base.

Identifier
PID http://hdl.handle.net/11356/1394
Related Identifier http://dx.doi.org/10.18653/v1/W19-3704
Related Identifier http://hdl.handle.net/11356/1326
Related Identifier http://hdl.handle.net/11356/1849
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:11356/1394
Provenance
Creator Ljubešić, Nikola; Osenova, Petya; Simov, Kiril; Krsnik, Luka
Publisher Jožef Stefan Institute; IICT-BAS
Publication Year 2021
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