NameTag 3 Multilingual Model 250203

  Authors

Straková, Jana and Straka, Milan

  Item identifier

http://hdl.handle.net/11234/1-5859

 Project URL

https://ufal.mff.cuni.cz/nametag/3/

 Demo URL

https://lindat.mff.cuni.cz/services/nametag/

 Date issued

2025-02-03

 Type

languageDescription, text

 Size

1.7 gb

 Language(s)

Arabic , Chinese , Croatian , Czech , Danish , Dutch , English , German , NorwegianBokmål , Norwegian Nynorsk , Portuguese , Serbian , Slovak , Spanish , Swedish , Ukrainian , Undetermined

 Description

This is a trained model for the supervised machine learning tool NameTag 3 (https://ufal.mff.cuni.cz/nametag/3/). NameTag 3 is an open-source tool for both flat and nested named entity recognition (NER). NameTag 3 identifies proper names in text and classifies them into a set of predefined categories, such as names of persons, locations, organizations, etc. The model was trained jointly on 21 flat NE corpora of 17 languages: Arabic, Chinese, Croatian, Czech, Danish, Dutch, English, German, Maghrebi Arabic French, Norwegian Bokmaal, Norwegian Nynorsk, Portuguese, Serbian, Slovak, Spanish, Swedish, and Ukrainian. The model documentation can be found at https://ufal.mff.cuni.cz/nametag/3/models#multilingual.

 Publisher

Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)

 Acknowledgement

MŠMT

Project code: CZ.02.01.01/00/22_008/0004605

Project name: Přírodní a antropogenní georizika (GEORIZIKA)

 

Grantová agentura České republiky

Project code: GX20-16819X

Project name: LUSyD – Language Understanding: from Syntax to Discourse

 Subject(s)

named entity recognition NER NameTag multilingual

 Collection(s)

LINDAT / CLARIAH-CZ Data & Tools

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