The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Croatian 1.0

PID

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.

Identifier
PID	http://hdl.handle.net/11356/1331
Related Identifier	http://dx.doi.org/10.18653/v1/W19-3704
Related Identifier	http://hdl.handle.net/11356/1826
Related Identifier	https://github.com/clarinsi/classla-stanfordnlp
Metadata Access	http://www.clarin.si/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:www.clarin.si:11356/1331

Provenance
Creator	Ljubešić, Nikola; Štefanec, Vanja
Publisher	Jožef Stefan Institute
Publication Year	2020
Rights	Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0); https://creativecommons.org/licenses/by-sa/4.0/; PUB
OpenAccess	true
Contact	info(at)clarin.si

Representation
Language	Croatian
Resource Type	toolService
Format	application/octet-stream; text/plain; charset=utf-8; downloadable_files_count: 2
Discipline	Linguistics