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opus-2020-07-27.yml
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opus-2020-07-27.yml
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release: eng-roa/opus-2020-07-27.zip
release-date: 2020-07-27
dataset-name: opus
modeltype: transformer
pre-processing: normalization + SentencePiece (spm32k,spm32k)
subwords:
- source: spm32k
- target: spm32k
subword-models:
- source: source.spm
- target: target.spm
source-languages:
- eng
target-languages:
- arg
- ast
- cat
- cos
- egl
- ext
- fra
- frm
- gcf
- glg
- hat
- ind
- ita
- lad
- lij
- lld
- lmo
- max
- mfe
- min
- mwl
- oci
- pap
- pms
- por
- roh
- ron
- scn
- spa
- tmw
- vec
- wln
- zlm
- zsm
use-target-labels:
- >>arg<<
- >>ast<<
- >>cat<<
- >>cos<<
- >>egl<<
- >>ext<<
- >>fra<<
- >>frm_Latn<<
- >>gcf_Latn<<
- >>glg<<
- >>hat<<
- >>ind<<
- >>ita<<
- >>lad<<
- >>lad_Latn<<
- >>lij<<
- >>lld_Latn<<
- >>lmo<<
- >>max_Latn<<
- >>mfe<<
- >>min<<
- >>mwl<<
- >>oci<<
- >>pap<<
- >>pms<<
- >>por<<
- >>roh<<
- >>ron<<
- >>scn<<
- >>spa<<
- >>tmw_Latn<<
- >>vec<<
- >>wln<<
- >>zlm_Latn<<
- >>zsm_Latn<<
test-data:
- Tatoeba-test.eng-arg: 105/292
- Tatoeba-test.eng-ast: 99/596
- Tatoeba-test.eng-cat: 1631/10387
- Tatoeba-test.eng-cos: 5/31
- Tatoeba-test.eng-egl: 84/343
- Tatoeba-test.eng-ext: 69/235
- Tatoeba-test.eng-fra: 10000/71144
- Tatoeba-test.eng-frm: 18/177
- Tatoeba-test.eng-gcf: 99/457
- Tatoeba-test.eng-glg: 1008/6655
- Tatoeba-test.eng-hat: 64/311
- Tatoeba-test.eng-ita: 10000/54596
- Tatoeba-test.eng-lad: 629/2666
- Tatoeba-test.eng-lij: 94/602
- Tatoeba-test.eng-lld: 21/191
- Tatoeba-test.eng-lmo: 17/95
- Tatoeba-test.eng-mfe: 7/29
- Tatoeba-test.eng-msa: 5000/27896
- Tatoeba-test.eng-multi: 10000/61722
- Tatoeba-test.eng-mwl: 4/16
- Tatoeba-test.eng-oci: 841/4498
- Tatoeba-test.eng-pap: 70/287
- Tatoeba-test.eng-pms: 268/1904
- Tatoeba-test.eng-por: 10000/63828
- Tatoeba-test.eng-roh: 16/172
- Tatoeba-test.eng-ron: 5000/31187
- Tatoeba-test.eng-scn: 4/29
- Tatoeba-test.eng-spa: 10000/65686
- Tatoeba-test.eng-vec: 19/90
- Tatoeba-test.eng-wln: 89/431
- news-test2008.eng-fra: 2051/47153
- news-test2008.eng-spa: 2051/47155
- newsdev2016-enro.eng-ron: 1999/45165
- newsdiscussdev2015-enfr.eng-fra: 1500/24978
- newsdiscusstest2015-enfr.eng-fra: 1500/25147
- newssyscomb2009.eng-fra: 502/10909
- newssyscomb2009.eng-ita: 502/10272
- newssyscomb2009.eng-spa: 502/11241
- newstest2009.eng-fra: 2525/61062
- newstest2009.eng-ita: 2525/56377
- newstest2009.eng-spa: 2525/61082
- newstest2010.eng-fra: 2489/59027
- newstest2010.eng-spa: 2489/58015
- newstest2011.eng-fra: 3003/71408
- newstest2011.eng-spa: 3003/69889
- newstest2012.eng-fra: 3003/69300
- newstest2012.eng-spa: 3003/69451
- newstest2013.eng-fra: 3000/61552
- newstest2013.eng-spa: 3000/62045
- newstest2016-enro.eng-ron: 1999/43352
BLEU-scores:
- Tatoeba-test.eng-arg: 1.7
- Tatoeba-test.eng-ast: 16.6
- Tatoeba-test.eng-cat: 47.6
- Tatoeba-test.eng-cos: 3.3
- Tatoeba-test.eng-egl: 0.9
- Tatoeba-test.eng-ext: 8.7
- Tatoeba-test.eng-fra: 44.8
- Tatoeba-test.eng-frm: 0.8
- Tatoeba-test.eng-gcf: 0.8
- Tatoeba-test.eng-glg: 44.0
- Tatoeba-test.eng-hat: 28.8
- Tatoeba-test.eng-ita: 45.3
- Tatoeba-test.eng-lad: 8.4
- Tatoeba-test.eng-lij: 1.4
- Tatoeba-test.eng-lld: 0.8
- Tatoeba-test.eng-lmo: 0.9
- Tatoeba-test.eng-mfe: 82.4
- Tatoeba-test.eng-msa: 31.3
- Tatoeba-test.eng-multi: 42.6
- Tatoeba-test.eng-mwl: 2.9
- Tatoeba-test.eng-oci: 7.9
- Tatoeba-test.eng-pap: 47.4
- Tatoeba-test.eng-pms: 2.5
- Tatoeba-test.eng-por: 41.4
- Tatoeba-test.eng-roh: 3.2
- Tatoeba-test.eng-ron: 40.8
- Tatoeba-test.eng-scn: 1.8
- Tatoeba-test.eng-spa: 49.4
- Tatoeba-test.eng-vec: 5.1
- Tatoeba-test.eng-wln: 7.1
- news-test2008.eng-fra: 25.1
- news-test2008.eng-spa: 27.2
- newsdev2016-enro.eng-ron: 27.3
- newsdiscussdev2015-enfr.eng-fra: 29.9
- newsdiscusstest2015-enfr.eng-fra: 35.2
- newssyscomb2009.eng-fra: 27.8
- newssyscomb2009.eng-ita: 29.0
- newssyscomb2009.eng-spa: 29.5
- newstest2009.eng-fra: 26.6
- newstest2009.eng-ita: 28.6
- newstest2009.eng-spa: 28.7
- newstest2010.eng-fra: 29.2
- newstest2010.eng-spa: 33.6
- newstest2011.eng-fra: 31.2
- newstest2011.eng-spa: 34.8
- newstest2012.eng-fra: 29.2
- newstest2012.eng-spa: 35.1
- newstest2013.eng-fra: 29.7
- newstest2013.eng-spa: 31.7
- newstest2016-enro.eng-ron: 25.9
chr-F-scores:
- Tatoeba-test.eng-arg: 0.131
- Tatoeba-test.eng-ast: 0.417
- Tatoeba-test.eng-cat: 0.670
- Tatoeba-test.eng-cos: 0.284
- Tatoeba-test.eng-egl: 0.118
- Tatoeba-test.eng-ext: 0.301
- Tatoeba-test.eng-fra: 0.633
- Tatoeba-test.eng-frm: 0.201
- Tatoeba-test.eng-gcf: 0.117
- Tatoeba-test.eng-glg: 0.642
- Tatoeba-test.eng-hat: 0.510
- Tatoeba-test.eng-ita: 0.674
- Tatoeba-test.eng-lad: 0.310
- Tatoeba-test.eng-lij: 0.178
- Tatoeba-test.eng-lld: 0.220
- Tatoeba-test.eng-lmo: 0.189
- Tatoeba-test.eng-mfe: 0.915
- Tatoeba-test.eng-msa: 0.549
- Tatoeba-test.eng-multi: 0.633
- Tatoeba-test.eng-mwl: 0.311
- Tatoeba-test.eng-oci: 0.292
- Tatoeba-test.eng-pap: 0.661
- Tatoeba-test.eng-pms: 0.198
- Tatoeba-test.eng-por: 0.636
- Tatoeba-test.eng-roh: 0.259
- Tatoeba-test.eng-ron: 0.632
- Tatoeba-test.eng-scn: 0.191
- Tatoeba-test.eng-spa: 0.685
- Tatoeba-test.eng-vec: 0.253
- Tatoeba-test.eng-wln: 0.235
- news-test2008.eng-fra: 0.538
- news-test2008.eng-spa: 0.547
- newsdev2016-enro.eng-ron: 0.565
- newsdiscussdev2015-enfr.eng-fra: 0.573
- newsdiscusstest2015-enfr.eng-fra: 0.609
- newssyscomb2009.eng-fra: 0.569
- newssyscomb2009.eng-ita: 0.590
- newssyscomb2009.eng-spa: 0.567
- newstest2009.eng-fra: 0.557
- newstest2009.eng-ita: 0.582
- newstest2009.eng-spa: 0.565
- newstest2010.eng-fra: 0.573
- newstest2010.eng-spa: 0.598
- newstest2011.eng-fra: 0.591
- newstest2011.eng-spa: 0.599
- newstest2012.eng-fra: 0.574
- newstest2012.eng-spa: 0.601
- newstest2013.eng-fra: 0.565
- newstest2013.eng-spa: 0.576
- newstest2016-enro.eng-ron: 0.548