2026-08-13T15:14:03Zhttp://www.clarin.si/repository/oai/request

oai:www.clarin.si:11356/13312024-03-13T17:41:51Zhdl_11356_1023hdl_11356_1024

The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Croatian 1.0 Ljubešić, Nikola Štefanec, Vanja part-of-speech tagging computer-mediated communication language model 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. 2020-07-17 toolService http://hdl.handle.net/11356/1331 hrv http://dx.doi.org/10.18653/v1/W19-3704 http://hdl.handle.net/11356/1826 Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) https://creativecommons.org/licenses/by-sa/4.0/ PUB application/octet-stream application/octet-stream text/plain; charset=utf-8 downloadable_files_count: 2 Jožef Stefan Institute https://github.com/clarinsi/classla-stanfordnlp