2026-08-10T01:03:21Zhttp://www.clarin.si/repository/oai/request

oai:www.clarin.si:11356/18492023-06-29T05:52:08Zhdl_11356_1023hdl_11356_1024

The CLASSLA-Stanza model for morphosyntactic annotation of standard Bulgarian 2.1 Terčon, Luka Ljubešić, Nikola Osenova, Petya Simov, Kiril Krsnik, Luka part-of-speech tagging language model 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. 2023-06-27 toolService http://hdl.handle.net/11356/1849 bul http://dx.doi.org/10.18653/v1/W19-3704 http://hdl.handle.net/11356/1394 Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) https://creativecommons.org/licenses/by-sa/4.0/ PUB text/plain; charset=utf-8 application/zip application/zip downloadable_files_count: 2 Jožef Stefan Institute IICT-BAS https://github.com/clarinsi/classla