The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Croatian 1.2

Name: The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Croatian 1.2
License: https://creativecommons.org/licenses/by-sa/4.0/

Ljubešić, Nikola; Krsnik, Luka

The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Croatian 1.2

CLARIN.SI data & tools

Avtorji: Ljubešić, Nikola and Krsnik, Luka

Identifikator vnosa: http://hdl.handle.net/11356/1393

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

Dokumentirano v: http://dx.doi.org/10.18653/v1/W19-3704

Datum objave: 2021-02-02

Vrsta: toolService

Jezik(i): Croatian

Opis: The model for morphosyntactic annotation of standard Croatian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the hr500k training corpus (http://hdl.handle.net/11356/1183) and using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1205). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~94.1. 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.