The CLASSLA-Stanza model for morphosyntactic annotation of standard Bulgarian 2.1

  Authors

Terčon, Luka ; Ljubešić, Nikola ; Osenova, Petya ; Simov, Kiril and Krsnik, Luka

  Item identifier

http://hdl.handle.net/11356/1849

 Project URL

https://github.com/clarinsi/classla

 Referenced by

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

 Date issued

2023-06-27

 Type

toolService

 Language(s)

Bulgarian

 Description

This model for morphosyntactic annotation of standard Bulgarian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the BulTreeBank training corpus (https://clarino.uib.no/korpuskel/corpora) and using the CLARIN.SI-embed.bg word embeddings (http://hdl.handle.net/11356/1796). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~96.83. The difference to the previous version of the model is that this version was trained using the new version of the Bulgarian word embeddings.

 Publisher

Jožef Stefan Institute

 

IICT-BAS

 Acknowledgement

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

Ministry of Education and Science Republic of Bulgaria DO01-272/16.12.2019 "Bulgarian National Interdisciplinary Research e-Infrastructure for Resources and Technologies CLaDA-BG"

Jožef Stefan Institute CLARIN "CLARIN.SI"

ARRS (Slovenian Research Agency) J7-4642 "MEZZANINE"

Connecting Europe Facility (CEF) Telecom INEA/CEF/ICT/A2020/2278341 "MaCoCu - Massive collection and curation of monolingual and bilingual data: focus on under-resourced languages"

 Subject(s)

part-of-speech tagging language model

 Collection(s)

CLARIN.SI data & tools

 Other versions

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