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

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

Terčon, Luka; Ljubešić, Nikola

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

CLARIN.SI data & tools

Avtorji: Terčon, Luka and Ljubešić, Nikola

Identifikator vnosa: http://hdl.handle.net/11356/1832

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

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

Datum objave: 2023-05-10

Vrsta: toolService

Jezik(i): Croatian

Opis: The model for morphosyntactic annotation of standard Croatian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the hr500k training corpus (http://hdl.handle.net/11356/1792) and using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1790). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~94.87. The difference to the previous version of the model is that this version was trained using the new version of the hr500k corpus and the new version of the Croatian word embeddings.