The CLASSLA-StanfordNLP model for lemmatisation of non-standard Serbian 1.1

  Avtorji

Ljubešić, Nikola and Štefanec, Vanja

  Identifikator vnosa

http://hdl.handle.net/11356/1351

 URL projekta

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

 Dokumentirano v

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

 Datum objave

2020-09-15

 Vrsta

toolService

 Jezik(i)

Serbian

 Opis

The model for lemmatisation of non-standard Serbian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the SETimes.SR training corpus (http://hdl.handle.net/11356/1200), the ReLDI-NormTagNER-sr corpus (http://hdl.handle.net/11356/1240), the ReLDI-NormTagNER-hr corpus (http://hdl.handle.net/11356/1241), the hr500k training corpus (http://hdl.handle.net/11356/1183) and the RAPUT corpus (https://www.aclweb.org/anthology/L16-1513/), using the srLex inflectional lexicon (http://hdl.handle.net/11356/1233). These corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed. The estimated F1 of the lemma annotations is ~97.62. The difference to the previous version of the lemmatizer is that now it relies solely on XPOS annotations, and not on a combination of UPOS, FEATS (lexicon lookup) and XPOS (lemma prediction) annotations.

 Izdajatelj

Jožef Stefan Institute

 Zahvala

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

Jožef Stefan Institute CLARIN "CLARIN.SI"

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

European Structural and Investment Funds RC.2.2.08-0050 "Computer assistant for text input for persons with language impairment (RAPUT)"

 Ključne besede

lemmatisation computer-mediated communication language model

 Zbirke

CLARIN.SI data & tools

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