The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian 1.2

  Authors

Ljubešić, Nikola and Krsnik, Luka

  Item identifier

http://hdl.handle.net/11356/1391

 Project URL

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

 Referenced by

https://www.aclweb.org/anthology/W19-3704/

 Date issued

2021-02-02

 Type

toolService

 Language(s)

Slovenian

 Description

This model for morphosyntactic annotation 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 CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~97.06. The difference to the previous version of the model is that the pre-trained embeddings are limited to 250 thousand entries and adapted to the new code base.

 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"

 Subject(s)

part-of-speech tagging language model

 Collection(s)

CLARIN.SI data & tools

 

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http://hdl.handle.net/11356/1476

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