The CLASSLA-StanfordNLP model for named entity recognition of non-standard Croatian 1.0

PID

This model for named entity recognition 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/11356/1183), the ReLDI-NormTagNER-hr corpus (http://hdl.handle.net/11356/1241) 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). The training corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed.

Identifier
PID	http://hdl.handle.net/11356/1340
Related Identifier	http://dx.doi.org/10.18653/v1/W19-3704
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:11356/1340

Provenance
Creator	Ljubešić, Nikola
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: 1
Discipline	Linguistics