oai:lindat.mff.cuni.cz:11234/1-4681
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OLAC Record oai:lindat.mff.cuni.cz:11234/1-4681 |
| Metadata | ||
| Title: | MCSQ Translation Models (en-ru) (v1.0) | |
| Bibliographic Citation: | http://hdl.handle.net/11234/1-4681 | |
| Creator: | Variš, Dušan | |
| Date (W3CDTF): | 2022-03-17T16:24:43Z | |
| Date Available: | 2022-03-17T16:24:43Z | |
| 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) | |
| Identifier (URI): | http://hdl.handle.net/11234/1-4681 | |
| Language: | English | |
| Russian | ||
| Language (ISO639): | eng | |
| rus | ||
| Publisher: | Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL) | |
| Rights: | Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) | |
| http://creativecommons.org/licenses/by-nc-sa/4.0/ | ||
| Subject: | machine translation | |
| neural machine translation | ||
| transformer | ||
| Type: | toolService | |
| Type (DCMI): | Software | |
OLAC Info |
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| Archive: | LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL), Faculty of Mathematics and Physics, Charles University | |
| Description: | http://www.language-archives.org/archive/lindat.mff.cuni.cz | |
| GetRecord: | OAI-PMH request for OLAC format | |
| GetRecord: | Pre-generated XML file | |
OAI Info |
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| OaiIdentifier: | oai:lindat.mff.cuni.cz:11234/1-4681 | |
| DateStamp: | 2022-03-17 | |
| GetRecord: | OAI-PMH request for simple DC format | |
Search Info | ||
| Citation: | Variš, Dušan. 2022. Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL). | |
| Terms: | area_Europe country_GB country_RU dcmi_Software iso639_eng iso639_rus | |