This model for morphosyntactic annotation of non-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/11356/1210), the ReLDI-NormTagNER-hr corpus (http://hdl.handle.net/11356/1241), the RAPUT corpus (https://www.aclweb.org/anthology/L16-1513/) and the ReLDI-NormTagNER-sr corpus (http://hdl.handle.net/11356/1240), using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1205). These corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed. The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~95.11.
ARRS (Slovenian Research Agency)P6-0411"Language Resources and Technologies for Slovene"Jožef Stefan InstituteCLARIN"CLARIN.SI"ARRS (Slovenian Research Agency)N6-0099"LiLaH: Linguistic Landscape of Hate Speech"European Structural and Investment FundsRC.2.2.08-0050"Computer assistant for text input for persons with language impairment (RAPUT)"