The CLASSLA-Stanza model for morphosyntactic annotation of standard Slovenian 2.0

  Authors

Ljubešić, Nikola ; Terčon, Luka and Čibej, Jaka

  Item identifier

http://hdl.handle.net/11356/1767

 Project URL

https://github.com/clarinsi/classla

 Referenced by

https://aclanthology.org/W19-3704/

 Date issued

2023-01-31

 Type

toolService

 Language(s)

Slovenian

 Description

This model for morphosyntactic annotation of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) that were expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~98.27. The difference to the previous version of the model is that the model was trained using the SUK training corpus and uses new embeddings and the new version of the Slovene morphological lexicon Sloleks 3.0 (http://hdl.handle.net/11356/1745).

 Publisher

Jožef Stefan Institute

 Acknowledgement

ARRS (Slovenian Research Agency) P6-0411 "Language Resources and Technologies for Slovene"

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

 Subject(s)

part-of-speech tagging language model

 Collection(s)

CLARIN.SI data & tools

 Other versions

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