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

  Authors

Terčon, Luka and Ljubešić, Nikola

  Item identifier

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

 Project URL

https://github.com/clarinsi/classla

 Referenced by

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

 Date issued

2023-01-31

 Type

toolService

 Language(s)

Slovenian

 Description

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.

 Publisher

Jožef Stefan Institute

 Acknowledgement

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"

 Subject(s)

semantic role labelling language model

 Collection(s)

CLARIN.SI data & tools

 Other versions

List all versions  

Show full item record