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

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

Terčon, Luka; Ljubešić, Nikola; Štefanec, Vanja

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

CLARIN.SI data & tools

Avtorji: Terčon, Luka ; Ljubešić, Nikola and Štefanec, Vanja

Identifikator vnosa: http://hdl.handle.net/11356/1826

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: This model for morphosyntactic annotation of non-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 the ReLDI-NormTagNER-hr corpus (http://hdl.handle.net/11356/1793), using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1790). These corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed. The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~92.49. The difference to the previous version of the model is that this version uses the new version of Croatian word embeddings and is trained on a combination of two datasets (hr500k, ReLDI-NormTagNER-hr).