The CLASSLA-Stanza model for semantic role labeling of standard Slovenian 2.0

  Avtorji

Terčon, Luka and Ljubešić, Nikola

  Identifikator vnosa

http://hdl.handle.net/11356/1770

 URL projekta

https://github.com/clarinsi/classla

 Dokumentirano v

http://dx.doi.org/10.18653/v1/W19-3704

 Datum objave

2023-01-31

 Vrsta

toolService

 Jezik(i)

Slovenian

 Opis

The model for semantic role labeling 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) extended with the MaCoCu-sl Slovenian web corpus (http://hdl.handle.net/11356/1517). The estimated F1 of the semantic role annotations is ~76.24. The difference to the previous version of the model is that the model was trained using the SUK training corpus and the updated word embeddings.

 Izdajatelj

Jožef Stefan Institute

 Zahvala

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

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

 Ključne besede

semantic role labelling language model

 Zbirke

CLARIN.SI data & tools

 Druge različice

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