NameTag 3 Multilingual CoNLL Model

  Authors

Straková, Jana

  Item identifier

http://hdl.handle.net/11234/1-5678

 Project URL

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

 Demo URL

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

 Date issued

2024-08-30

 Type

languageDescription, text

 Size

1.7 gb

 Language(s)

Czech , Dutch , English , German , Spanish , Ukrainian

 Description

This is a trained model for the supervised machine learning tool NameTag 3 (https://ufal.mff.cuni.cz/nametag/3/), trained jointly on several NE corpora: English CoNLL-2003, German CoNLL-2003, Dutch CoNLL-2002, Spanish CoNLL-2002, Ukrainian Lang-uk, and Czech CNEC 2.0, all harmonized to flat NEs with 4 labels PER, ORG, LOC, and MISC. 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 documentation can be found at https://ufal.mff.cuni.cz/nametag/3/models#multilingual-conll.

 Publisher

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

 Acknowledgement

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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