MCSQ Translation Models (en-ru) (v1.0)
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Variš, Dušan, 2022,
MCSQ Translation Models (en-ru) (v1.0), LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL),
http://hdl.handle.net/11234/1-4681.
Authors
Item identifier
Date issued
2022-03-15
Type
Description
En-Ru translation models, exported via TensorFlow Serving, available in the Lindat translation service (https://lindat.mff.cuni.cz/services/translation/).
The models were trained using the MCSQ social surveys dataset (available at https://repo.clarino.uib.no/xmlui/bitstream/handle/11509/142/mcsq_v3.zip).
Their main use should be in-domain translation of social surveys.
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 MCSQ test set (BLEU):
en->ru: 64.3 (train: genuine in-domain MCSQ data)
ru->en: 74.7 (train: additional backtranslated in-domain MCSQ data)
(Evaluated using multeval: https://github.com/jhclark/multeval)
Acknowledgement
European Union
Project code:EC/H2020/823782
Project name:SSHOC - Social Sciences & Humanities Open Cloud
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Files in this item
- Name
- mcsq.en-ru.zip
- Size
- 660.12 MB
- Format
- application/zip
- Description
- English-to-Russian
- MD5
- 221c01740843f327162953932678135a

- mcsq.en-ru
- vocab.enru.32768156 kB
- export
- Servo
- 1647265123
- saved_model.pbtxt7 MB
- variables
- variables.data-00000-of-00001711 MB
- variables.index10 kB
- 1647265123
- Servo
- Name
- mcsq.ru-en.zip
- Size
- 661.27 MB
- Format
- application/zip
- Description
- Russian-to-English
- MD5
- 5bcec1e0a11e6b797d559984722b2557

- mcsq.ru-en
- vocab.enru.32768213 kB
- export
- Servo
- 1647265298
- saved_model.pbtxt7 MB
- variables
- variables.data-00000-of-00001713 MB
- variables.index10 kB
- 1647265298
- Servo

