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

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

dc.contributor.author	Popel, Martin
dc.contributor.author	Tomková, Markéta
dc.contributor.author	Tomek, Jakub
dc.contributor.author	Kaiser, Łukasz
dc.contributor.author	Uszkoreit, Jakob
dc.contributor.author	Bojar, Ondřej
dc.contributor.author	Žabokrtský, Zdeněk
dc.date.accessioned	2021-07-27T15:32:13Z
dc.date.available	2021-07-27T15:32:13Z
dc.date.issued	2021-07-22
dc.identifier.uri	http://hdl.handle.net/11234/1-3733
dc.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)
dc.language.iso	eng
dc.language.iso	ces
dc.publisher	Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
dc.relation	info:eu-repo/grantAgreement/EC/H2020/645452
dc.relation.isreferencedby	https://www.nature.com/articles/s41467-020-18073-9
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/cubbitt
dc.subject	machine translation
dc.subject	neural machine translation
dc.subject	transformer
dc.subject	cubbitt
dc.title	CUBBITT Translation Models (en-cs) (v1.0)
dc.type	toolService
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent	true
metashare.ResourceInfo#ContentInfo.detailedType	tool
dc.rights.label	PUB
has.files	yes
branding	LINDAT / CLARIAH-CZ
demo.uri	https://lindat.mff.cuni.cz/services/translation/
contact.person	Martin Popel popel@ufal.mff.cuni.cz Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
sponsor	European Union H2020-ICT-2014-1-645452 QT21: Quality Translation 21 euFunds info:eu-repo/grantAgreement/EC/H2020/645452
sponsor	Czech Science Foundation 19-26934X Neural Representations in Multi-modal and Multi-lingual Modelling nationalFunds
sponsor	Grantová agentura České republiky GX20-16819X LUSyD – Language Understanding: from Syntax to Discourse nationalFunds
sponsor	Ministerstvo školství, mládeže a tělovýchovy České republiky LM2018101 LINDAT/CLARIAH-CZ: Digitální výzkumná infrastruktura pro jazykové technologie, umění a humanitní vědy nationalFunds
files.size	1556627566
files.count	2

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Licence: Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)

Název: t2t-model.en-cs.zip
Velikost: 742.08 MB
Formát: application/zip
Popis: English-to-Czech
MD5: e6859421da2003e2795fc66643e59430

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t2t-model.en-cs
- vocab.encs.32768296 kB
- export
  - Servo
    - 1531331714
      - saved_model.pbtxt9 MB
      - variables
        variables.index10 kB
        variables.data-00000-of-00001800 MB

Název: t2t-model.cs-en.zip
Velikost: 742.43 MB
Formát: application/zip
Popis: Czech-to-English
MD5: 9221f52a4910e31cc877b257906ced04

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t2t-model.cs-en
- vocab.encs.32768296 kB
- export
  - Servo
    - 1531331757
      - saved_model.pbtxt9 MB
      - variables
        variables.data-00000-of-00001800 MB
        variables.index10 kB

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