The CLASSLA-Stanza model for morphosyntactic annotation of standard Slovenian 2.0

Name: The CLASSLA-Stanza model for morphosyntactic annotation of standard Slovenian 2.0
License: https://creativecommons.org/licenses/by-sa/4.0/

Ljubešić, Nikola; Terčon, Luka; Čibej, Jaka

The CLASSLA-Stanza model for morphosyntactic annotation of standard Slovenian 2.0

CLARIN.SI data & tools

Avtorji: Ljubešić, Nikola ; Terčon, Luka and Čibej, Jaka

Identifikator vnosa: http://hdl.handle.net/11356/1767

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

Dokumentirano v: https://aclanthology.org/W19-3704/

Datum objave: 2023-01-31

Vrsta: toolService

Jezik(i): Slovenian

Opis: This model for morphosyntactic annotation of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) 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 ~98.27. The difference to the previous version of the model is that the model was trained using the SUK training corpus and uses new embeddings and the new version of the Slovene morphological lexicon Sloleks 3.0 (http://hdl.handle.net/11356/1745).