| dc.contributor.author | Straková, Jana |
| dc.date.accessioned | 2024-09-19T14:56:39Z |
| dc.date.available | 2024-09-19T14:56:39Z |
| dc.date.issued | 2024-08-30 |
| dc.identifier.uri | http://hdl.handle.net/11234/1-5678 |
| dc.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. |
| dc.language.iso | eng |
| dc.language.iso | deu |
| dc.language.iso | nld |
| dc.language.iso | spa |
| dc.language.iso | ukr |
| dc.language.iso | ces |
| dc.publisher | Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL) |
| dc.rights | Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ |
| dc.source.uri | https://ufal.mff.cuni.cz/nametag/3/ |
| dc.subject | named entity recognition |
| dc.subject | NER |
| dc.subject | NameTag |
| dc.subject | multilingual |
| dc.title | NameTag 3 Multilingual CoNLL Model |
| dc.type | languageDescription |
| metashare.ResourceInfo#ContentInfo.mediaType | text |
| metashare.ResourceInfo#ContentInfo.detailedType | mlmodel |
| dc.rights.label | PUB |
| has.files | yes |
| branding | LINDAT / CLARIAH-CZ |
| demo.uri | https://lindat.mff.cuni.cz/services/nametag/ |
| contact.person | Jana Straková strakova@ufal.mff.cuni.cz Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL) |
| sponsor | Grantová agentura České republiky GX20-16819X LUSyD – Language Understanding: from Syntax to Discourse nationalFunds |
| size.info | 1.7 gb |
| files.size | 1811630949 |
| files.count | 1 |
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- eba18d3d76633aa6420caf8dd8ae2166
- nametag3-multilingual-conll-240830
- LICENSE20 kB
- README.md2 kB
- options.json1 kB
- udpipe.tokenizer342 kB
- checkpoint.weights.h52 GB
- mappings.pickle330 B