The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Macedonian 1.1

Name: The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Macedonian 1.1
License: https://creativecommons.org/licenses/by-sa/4.0/

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

The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Macedonian 1.1

CLARIN.SI data & tools

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

Item identifier: http://hdl.handle.net/11356/1395

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

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

Date issued: 2021-02-02

Type: toolService

Language(s): Macedonian

Description: This model for morphosyntactic annotation of standard Macedonian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the 1984 training corpus (to be published) and using the Macedonian CLARIN.SI word embeddings (http://hdl.handle.net/11356/1359). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~97.6. The difference to the previous version of the model is that the pre-trained embeddings are limited to 250 thousand entries and adapted to the new code base.