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

  Avtorji

Terčon, Luka ; Dobrovoljc, Kaja and Ljubešić, Nikola

  Identifikator vnosa

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

 URL projekta

https://github.com/clarinsi/classla

 Dokumentirano v

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

 Datum objave

2025-02-07

 Vrsta

toolService

 Jezik(i)

Slovenian

 Opis

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.

 Izdajatelj

Jožef Stefan Institute

 Zahvala

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"

 Ključne besede

parsing language model

 Zbirke

CLARIN.SI data & tools

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