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language: |
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- en |
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- be |
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- hr |
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- mk |
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- cs |
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- ru |
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- pl |
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- bg |
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- uk |
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- sl |
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- sla |
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tags: |
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- translation |
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license: apache-2.0 |
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--- |
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### eng-sla |
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* source group: English |
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* target group: Slavic languages |
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* OPUS readme: [eng-sla](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-sla/README.md) |
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* model: transformer |
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* source language(s): eng |
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* target language(s): bel bel_Latn bos_Latn bul bul_Latn ces csb_Latn dsb hrv hsb mkd orv_Cyrl pol rue rus slv srp_Cyrl srp_Latn ukr |
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* model: transformer |
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* pre-processing: normalization + SentencePiece (spm32k,spm32k) |
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) |
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* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.zip) |
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* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.test.txt) |
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* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.eval.txt) |
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## Benchmarks |
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| testset | BLEU | chr-F | |
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|-----------------------|-------|-------| |
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| newssyscomb2009-engces.eng.ces | 20.1 | 0.484 | |
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| news-test2008-engces.eng.ces | 17.7 | 0.461 | |
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| newstest2009-engces.eng.ces | 19.1 | 0.479 | |
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| newstest2010-engces.eng.ces | 19.3 | 0.483 | |
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| newstest2011-engces.eng.ces | 20.4 | 0.486 | |
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| newstest2012-engces.eng.ces | 18.3 | 0.461 | |
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| newstest2012-engrus.eng.rus | 27.4 | 0.551 | |
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| newstest2013-engces.eng.ces | 21.5 | 0.489 | |
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| newstest2013-engrus.eng.rus | 20.9 | 0.490 | |
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| newstest2015-encs-engces.eng.ces | 21.1 | 0.496 | |
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| newstest2015-enru-engrus.eng.rus | 24.5 | 0.536 | |
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| newstest2016-encs-engces.eng.ces | 23.6 | 0.515 | |
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| newstest2016-enru-engrus.eng.rus | 23.0 | 0.519 | |
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| newstest2017-encs-engces.eng.ces | 19.2 | 0.474 | |
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| newstest2017-enru-engrus.eng.rus | 25.0 | 0.541 | |
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| newstest2018-encs-engces.eng.ces | 19.3 | 0.479 | |
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| newstest2018-enru-engrus.eng.rus | 22.3 | 0.526 | |
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| newstest2019-encs-engces.eng.ces | 20.4 | 0.486 | |
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| newstest2019-enru-engrus.eng.rus | 24.0 | 0.506 | |
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| Tatoeba-test.eng-bel.eng.bel | 22.9 | 0.489 | |
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| Tatoeba-test.eng-bul.eng.bul | 46.7 | 0.652 | |
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| Tatoeba-test.eng-ces.eng.ces | 42.7 | 0.624 | |
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| Tatoeba-test.eng-csb.eng.csb | 1.4 | 0.210 | |
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| Tatoeba-test.eng-dsb.eng.dsb | 1.4 | 0.165 | |
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| Tatoeba-test.eng-hbs.eng.hbs | 40.3 | 0.616 | |
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| Tatoeba-test.eng-hsb.eng.hsb | 14.3 | 0.344 | |
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| Tatoeba-test.eng-mkd.eng.mkd | 44.1 | 0.635 | |
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| Tatoeba-test.eng.multi | 41.0 | 0.610 | |
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| Tatoeba-test.eng-orv.eng.orv | 0.3 | 0.014 | |
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| Tatoeba-test.eng-pol.eng.pol | 42.0 | 0.637 | |
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| Tatoeba-test.eng-rue.eng.rue | 0.3 | 0.012 | |
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| Tatoeba-test.eng-rus.eng.rus | 40.5 | 0.612 | |
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| Tatoeba-test.eng-slv.eng.slv | 18.8 | 0.357 | |
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| Tatoeba-test.eng-ukr.eng.ukr | 38.8 | 0.600 | |
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### System Info: |
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- hf_name: eng-sla |
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- source_languages: eng |
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- target_languages: sla |
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-sla/README.md |
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- original_repo: Tatoeba-Challenge |
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- tags: ['translation'] |
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- languages: ['en', 'be', 'hr', 'mk', 'cs', 'ru', 'pl', 'bg', 'uk', 'sl', 'sla'] |
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- src_constituents: {'eng'} |
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- tgt_constituents: {'bel', 'hrv', 'orv_Cyrl', 'mkd', 'bel_Latn', 'srp_Latn', 'bul_Latn', 'ces', 'bos_Latn', 'csb_Latn', 'dsb', 'hsb', 'rus', 'srp_Cyrl', 'pol', 'rue', 'bul', 'ukr', 'slv'} |
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- src_multilingual: False |
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- tgt_multilingual: True |
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- prepro: normalization + SentencePiece (spm32k,spm32k) |
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.zip |
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.test.txt |
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- src_alpha3: eng |
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- tgt_alpha3: sla |
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- short_pair: en-sla |
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- chrF2_score: 0.61 |
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- bleu: 41.0 |
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- brevity_penalty: 0.976 |
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- ref_len: 64809.0 |
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- src_name: English |
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- tgt_name: Slavic languages |
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- train_date: 2020-08-01 |
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- src_alpha2: en |
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- tgt_alpha2: sla |
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- prefer_old: False |
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- long_pair: eng-sla |
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
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- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
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- port_machine: brutasse |
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- port_time: 2020-08-21-14:41 |
