The CLASSLA-Stanza model for lemmatisation of standard Slovenian 2.0

  Authors

Terčon, Luka ; Čibej, Jaka and Ljubešić, Nikola

  Item identifier

http://hdl.handle.net/11356/1768

 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 lemmatisation 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 F1 of the lemma annotations is ~99.11. The difference to the previous version of the model is that the model was trained using the SUK training corpus and uses new embeddings and the new version of the Slovene morphological lexicon Sloleks 3.0 (http://hdl.handle.net/11356/1745).

 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)

lemmatisation language model

 Collection(s)

CLARIN.SI data & tools

 Other versions

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