The CLASSLA-StanfordNLP model for lemmatisation of standard Slovenian 1.4

  Authors

Ljubešić, Nikola and Krsnik, Luka

  Item identifier

http://hdl.handle.net/11356/1478

 Project URL

https://github.com/clarinsi/classla-stanfordnlp

 Referenced by

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

 Date issued

2022-01-10

 Type

toolService

 Language(s)

Slovenian

 Description

The model for lemmatisation of standard Slovenian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the ssj500k training corpus (http://hdl.handle.net/11356/1210) and using the Sloleks inflectional lexicon (http://hdl.handle.net/11356/1230). The estimated F1 of the lemma annotations is ~99.7. The difference to the previous version of the model is that the Sloleks inflectional lexicon is moved to the morphosyntactic model.

 Publisher

Jožef Stefan Institute

 Acknowledgement

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

ARRS (Slovenian Research Agency) J7-8280 "FRENK: Resources, methods, and tools for the understanding, identification, and classification of various forms of socially unacceptable discourse in the information society"

ARRS (Slovenian Research Agency) N6-0099 "LiLaH: Linguistic Landscape of Hate Speech"

European Union’s Rights,Equality and Citizenship Programme 875263 "IMSyPP - Innovative Monitoring Systems and PreventionPolicies of Online Hate Speech"

 Subject(s)

lemmatisation language model

 Collection(s)

CLARIN.SI data & tools

 

This item is replaced by a newer submission:

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

List all versions  

Show full item record