The CLASSLA-Stanza model for UD dependency parsing of standard Slovenian 2.2

  Authors

Terčon, Luka ; Dobrovoljc, Kaja and Ljubešić, Nikola

  Item identifier

http://hdl.handle.net/11356/2015

 Project URL

https://github.com/clarinsi/classla

 Referenced by

https://doi.org/10.5281/zenodo.13936406

 Date issued

2025-02-07

 Type

toolService

 Language(s)

Slovenian

 Description

This model for UD dependency parsing 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) expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The estimated LAS of the parser is ~90.42. The difference to the previous version of the model is that the model was trained using the improved SUK 1.1 version of the training corpus.

 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"

ARRS (Slovenian Research Agency) J7-4642 "MEZZANINE"

ARRS (Slovenian Research Agency) Z6-4617 "Treebank-Driven Approach to the Study of Spoken Slovenian"

 Subject(s)

parsing language model

 Collection(s)

CLARIN.SI data & tools

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