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

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

Terčon, Luka; Ljubešić, Nikola; Zdravkova, Katerina; Stojanoska, Sanja; Erjavec, Tomaž

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

CLARIN.SI data & tools

Authors: Terčon, Luka ; Ljubešić, Nikola ; Zdravkova, Katerina ; Stojanoska, Sanja and Erjavec, Tomaž

Item identifier: http://hdl.handle.net/11356/1847

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

Referenced by: http://dx.doi.org/10.18653/v1/W19-3704

Date issued: 2023-06-27

Type: toolService

Language(s): Macedonian

Description: This model for morphosyntactic annotation of standard Macedonian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the 1984 training corpus expanded with the Macedonian SETimes corpus (to be published) and using the Macedonian CLARIN.SI word embeddings (http://hdl.handle.net/11356/1788). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~97.14. The difference from the previous version is that this version was trained using a larger training dataset and the new version of the Macedonian word embeddings.