Search results

• The CLASSLA-StanfordNLP model for UD dependency parsing of standard Serbian

  3 resources

  The model for UD dependency parsing of standard Serbian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the SETimes.SR training corpus (http://hdl.handle.net/11356/1200) and using the CLARIN.SI-embed.sr word embeddings (http://hdl.handle.net/11356/1206). The estimated LAS of the parser is ~89.0.

  Use "The CLASSLA-StanfordNLP model for UD dependency parsing of standard Serbian"

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

  3 resources

  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.

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

• The CLASSLA-Stanza model for UD dependency parsing of standard Croatian 2.1

  3 resources

  The model for UD dependency parsing of standard Croatian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the UD-parsed portion of the hr500k training corpus (http://hdl.handle.net/11356/1792) and using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1790). The estimated LAS of the parser is ~87.46. The difference to the previous version of the model is that this version was trained using the new version of the hr500k corpus and the new version of the Croatian word embeddings.

  Use "The CLASSLA-Stanza model for UD dependency parsing of standard Croatian 2.1"

• The CLASSLA-Stanza model for UD dependency parsing of standard Serbian 2.1

  3 resources

  The model for UD dependency parsing of standard Serbian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SETimes.SR training corpus (http://hdl.handle.net/11356/1200) and using the CLARIN.SI-embed.sr word embeddings (http://hdl.handle.net/11356/1789). The estimated LAS of the parser is ~89.83. The difference to the previous version of the model is that this version uses the new version of Serbian word embeddings.

  Use "The CLASSLA-Stanza model for UD dependency parsing of standard Serbian 2.1"

• The CLASSLA-Stanza model for JOS dependency parsing of standard Slovenian 2.0

  3 resources

  This model for JOS dependency parsing of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The estimated LAS of the parser is ~93.89. The difference to the previous version of the model is that the model was trained using the SUK training corpus and uses the updated embeddings.

  Use "The CLASSLA-Stanza model for JOS dependency parsing of standard Slovenian 2.0"

• The CLASSLA-Stanza model for UD dependency parsing of spoken Slovenian 2.2

  3 resources

  This model for UD dependency parsing of spoken Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SST treebank of spoken Slovenian (https://github.com/UniversalDependencies/UD_Slovenian-SST) combined with the SUK training corpus (http://hdl.handle.net/11356/1959) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1791) that were expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The estimated LAS of the parser is ~81.91.

  Use "The CLASSLA-Stanza model for UD dependency parsing of spoken Slovenian 2.2"

• The CLASSLA-Stanza model for UD dependency parsing of standard Slovenian 2.2

  3 resources

  This model for UD dependency parsing of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The estimated LAS of the parser is ~90.42. The difference to the previous version of the model is that the model was trained using the improved SUK 1.1 version of the training corpus.

  Use "The CLASSLA-Stanza model for UD dependency parsing of standard Slovenian 2.2"

• The CLASSLA-StanfordNLP model for JOS dependency parsing of standard Slovenian 1.0

  3 resources

  The model for JOS dependency parsing of standard Slovenian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the JOS-parsed portion of 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 estimated LAS of the parser is ~93.5.

  Use "The CLASSLA-StanfordNLP model for JOS dependency parsing of standard Slovenian 1.0"

• The CLASSLA-Stanza model for UD dependency parsing of standard Slovenian 2.0

  3 resources

  This model for UD dependency parsing of standard Slovenian was built with the CLASSLA-Stanza tool (https://github.com/clarinsi/classla) by training on the SUK training corpus (http://hdl.handle.net/11356/1747) and using the CLARIN.SI-embed.sl word embeddings (http://hdl.handle.net/11356/1204) expanded with the MaCoCu-sl Slovene web corpus (http://hdl.handle.net/11356/1517). The estimated LAS of the parser is ~91.11. The difference to the previous version of the model is that the model was trained using the SUK training corpus and uses the updated embeddings.

  Use "The CLASSLA-Stanza model for UD dependency parsing of standard Slovenian 2.0"

• The CLASSLA-StanfordNLP model for UD dependency parsing of standard Croatian

  3 resources

  The model for UD dependency parsing of standard Croatian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the UD-parsed portion of the hr500k training corpus (http://hdl.handle.net/11356/1183) and using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1205). The estimated LAS of the parser is ~85.9.

  Use "The CLASSLA-StanfordNLP model for UD dependency parsing of standard Croatian"