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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.
Date issued
2022-03-15
Language(s)
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
 Files in this item
Name
mcsq.en-ru.zip
Size
660.12 MB
Format
application/zip
Description
English-to-Russian
MD5
221c01740843f327162953932678135a
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Name
mcsq.ru-en.zip
Size
661.27 MB
Format
application/zip
Description
Russian-to-English
MD5
5bcec1e0a11e6b797d559984722b2557
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