CUBBITT Translation Models (en-cs) (v1.0)

  Authors

Popel, Martin ; et al.show everyone

Popel, Martin ; Tomková, Markéta ; Tomek, Jakub ; Kaiser, Łukasz ; Uszkoreit, Jakob ; Bojar, Ondřej ; Žabokrtský, Zdeněk

  Item identifier

http://hdl.handle.net/11234/1-3733

 Project URL

https://ufal.mff.cuni.cz/cubbitt

 Demo URL

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

 Referenced by

https://www.nature.com/articles/s41467-020-18073-9

 Date issued

2021-07-22

 Type

toolService

 Language(s)

Czech , English

 Description

CUBBITT En-Cs translation models, exported via TensorFlow Serving, available in the Lindat translation service (https://lindat.mff.cuni.cz/services/translation/). Models are compatible with Tensor2tensor version 1.6.6. For details about the model training (data, model hyper-parameters), please contact the archive maintainer. Evaluation on newstest2014 (BLEU): en->cs: 27.6 cs->en: 34.4 (Evaluated using multeval: https://github.com/jhclark/multeval)

 Publisher

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

 Acknowledgement

European Union

Project code: H2020-ICT-2014-1-645452

Project name: QT21: Quality Translation 21

 

Czech Science Foundation

Project code: 19-26934X

Project name: Neural Representations in Multi-modal and Multi-lingual Modelling

 

Grantová agentura České republiky

Project code: GX20-16819X

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

 

Ministerstvo školství, mládeže a tělovýchovy České republiky

Project code: LM2018101

Project name: LINDAT/CLARIAH-CZ: Digitální výzkumná infrastruktura pro jazykové technologie, umění a humanitní vědy

 Subject(s)

machine translation neural machine translation transformer cubbitt

 Collection(s)

LINDAT / CLARIAH-CZ Data & Tools

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