The CLASSLA-Stanza model for lemmatisation of standard Slovenian 2.0

  Avtorji

Terčon, Luka ; Čibej, Jaka and Ljubešić, Nikola

  Identifikator vnosa

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

 URL projekta

https://github.com/clarinsi/classla

 Dokumentirano v

https://aclanthology.org/W19-3704/

 Datum objave

2023-01-31

 Vrsta

toolService

 Jezik(i)

Slovenian

 Opis

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).

 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"

 Ključne besede

lemmatisation language model

 Zbirke

CLARIN.SI data & tools

 Druge različice

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