The CLASSLA-StanfordNLP model for UD dependency parsing of standard Bulgarian 1.0

Name: The CLASSLA-StanfordNLP model for UD dependency parsing of standard Bulgarian 1.0
License: https://creativecommons.org/licenses/by-sa/4.0/

Ljubešić, Nikola; Osenova, Petya; Simov, Kiril

The CLASSLA-StanfordNLP model for UD dependency parsing of standard Bulgarian 1.0

CLARIN.SI data & tools

Authors: Ljubešić, Nikola ; Osenova, Petya and Simov, Kiril

Item identifier: http://hdl.handle.net/11356/1328

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

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

Date issued: 2020-06-24

Type: toolService

Language(s): Bulgarian

Description: The model for UD dependency parsing of standard Bulgarian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the UD-parsed portion of the BulTreeBank training corpus (http://hdl.handle.net/11495/D93F-C6E9-65D9-2) and using the CoNLL2017 word embeddings (http://hdl.handle.net/11234/1-1989). The estimated LAS of the parser is ~91.5.