The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Slovenian 1.0

  Avtorji

Ljubešić, Nikola

  Identifikator vnosa

http://hdl.handle.net/11356/1337

 URL projekta

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

 Dokumentirano v

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

 Datum objave

2020-08-06

 Vrsta

toolService

 Jezik(i)

Slovenian

 Opis

This model for morphosyntactic annotation of non-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 the Janes-Tag corpus (http://hdl.handle.net/11356/1238), using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204). These corpora were additionally augmented for handling missing diacritics by repeating parts of the corpora with diacritics removed. The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~96.14.

 Izdajatelj

Jožef Stefan Institute

 Zahvala

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

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

 Ključne besede

part-of-speech tagging computer-mediated communication language model

 Zbirke

CLARIN.SI data & tools

 

Ta vnos je bil nadomeščen z novejšim.

http://hdl.handle.net/11356/1786

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