The CLASSLA-Stanza model for morphosyntactic annotation of spoken Slovenian 2.2

Name: The CLASSLA-Stanza model for morphosyntactic annotation of spoken Slovenian 2.2
License: https://creativecommons.org/licenses/by-sa/4.0/
Keywords: part-of-speech tagging

Terčon, Luka; Dobrovoljc, Kaja; Ljubešić, Nikola

The CLASSLA-Stanza model for morphosyntactic annotation of spoken Slovenian 2.2

CLARIN.SI data & tools

Avtorji: Terčon, Luka ; Dobrovoljc, Kaja and Ljubešić, Nikola

Identifikator vnosa: http://hdl.handle.net/11356/2016

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

Dokumentirano v: https://doi.org/10.5281/zenodo.13936406

Datum objave: 2025-02-07

Vrsta: toolService

Jezik(i): Slovenian

Opis: This model for morphosyntactic annotation of spoken Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SST treebank of spoken Slovenian (https://github.com/UniversalDependencies/UD_Slovenian-SST) combined with the SUK training corpus (http://hdl.handle.net/11356/1959) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1791) that were expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~96.76.