MCSQ Translation Models (en-ru) (v1.0)

Title:

MCSQ Translation Models (en-ru) (v1.0)

Creator:

Variš, Dušan

Contributor:

European Union@@EC/H2020/823782@@SSHOC - Social Sciences & Humanities Open Cloud@@euFunds@@info:eu-repo/grantAgreement/EC/H2020/823782

Publisher:

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

Identifier:

http://hdl.handle.net/11234/1-4681

Subject:

machine translation, neural machine translation, and transformer

Type:

tool and toolService

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)

Language:

English and Russian

Rights:

Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
http://creativecommons.org/licenses/by-nc-sa/4.0/
PUB

Relation:

info:eu-repo/grantAgreement/EC/H2020/823782

Harvested from:

LINDAT/CLARIAH-CZ repository

Metadata only:

false

Date:

2022-03-15