The CLASSLA-Stanza model for morphosyntactic annotation of standard Bulgarian 2.1

Name: The CLASSLA-Stanza model for morphosyntactic annotation of standard Bulgarian 2.1
License: https://creativecommons.org/licenses/by-sa/4.0/

Terčon, Luka; Ljubešić, Nikola; Osenova, Petya; Simov, Kiril; Krsnik, Luka

The CLASSLA-Stanza model for morphosyntactic annotation of standard Bulgarian 2.1

CLARIN.SI data & tools

Avtorji: Terčon, Luka ; Ljubešić, Nikola ; Osenova, Petya ; Simov, Kiril and Krsnik, Luka

Identifikator vnosa: http://hdl.handle.net/11356/1849

URL projekta: https://github.com/clarinsi/classla

Dokumentirano v: http://dx.doi.org/10.18653/v1/W19-3704

Datum objave: 2023-06-27

Vrsta: toolService

Jezik(i): Bulgarian

Opis: This model for morphosyntactic annotation 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 CLARIN.SI-embed.bg word embeddings (http://hdl.handle.net/11356/1796). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~96.83. The difference to the previous version of the model is that this version was trained using the new version of the Bulgarian word embeddings.