The CLASSLA-StanfordNLP model for lemmatisation of standard Slovenian 1.3

  Authors

Ljubešić, Nikola and Krsnik, Luka

  Item identifier

http://hdl.handle.net/11356/1412

 Project URL

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

 Referenced by

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

 Date issued

2021-03-02

 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 is that the internal lexicon is built on the lexicon training data only, and not on the (automatically XPOS-annoteted) corpus data.

 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

 

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