The CLASSLA-Stanza model for JOS dependency parsing of standard Slovenian 2.0

  Authors

Terčon, Luka and Ljubešić, Nikola

  Item identifier

http://hdl.handle.net/11356/1764

 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 JOS 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 ~93.89. The difference to the previous version of the model is that the model was trained using the SUK training corpus and uses the updated embeddings.

 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)

parsing language model

 Collection(s)

CLARIN.SI data & tools

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