Add multilingual to the language tag
Browse filesHi! A PR to add multilingual to the language tag to improve the referencing.
README.md
CHANGED
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@@ -8,1215 +8,646 @@ language:
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- lb
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- nds
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- nl
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tags:
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- translation
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- opus-mt-tc
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-
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license: cc-by-4.0
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model-index:
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- name: opus-mt-tc-big-gmw-gmw
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results:
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- task:
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name: Translation afr-deu
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type: translation
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-
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dataset:
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name: flores101-devtest
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type: flores_101
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args: afr deu devtest
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metrics:
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name:
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- name: BLEU
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type: bleu
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value: 40.7
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- name: chr-F
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type: chrf
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value: 0.68429
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- task:
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name: Translation eng-deu
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type: translation
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args: eng-deu
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dataset:
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name: flores101-devtest
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type: flores_101
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args: eng deu devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 38.5
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- name: chr-F
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type: chrf
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value: 0.64888
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- task:
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name: Translation eng-ltz
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type: translation
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args: eng-ltz
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dataset:
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name: flores101-devtest
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type: flores_101
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args: eng ltz devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 18.4
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- name: chr-F
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type: chrf
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value: 0.49231
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- task:
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name: Translation eng-nld
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type: translation
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args: eng-nld
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dataset:
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name: flores101-devtest
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type: flores_101
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args: eng nld devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 26.8
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- name: chr-F
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type: chrf
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value: 0.57984
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- task:
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name: Translation ltz-afr
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type: translation
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args: ltz-afr
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dataset:
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name: flores101-devtest
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type: flores_101
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args: ltz afr devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 23.2
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- name: chr-F
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type: chrf
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value: 0.53623
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- task:
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name: Translation ltz-deu
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type: translation
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args: ltz-deu
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dataset:
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name: flores101-devtest
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type: flores_101
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args: ltz deu devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 30.0
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- name: chr-F
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type: chrf
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value: 0.59122
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- task:
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name: Translation ltz-eng
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type: translation
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args: ltz-eng
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dataset:
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name: flores101-devtest
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type: flores_101
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args: ltz eng devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 31.0
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- name: chr-F
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type: chrf
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value: 0.57557
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- task:
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name: Translation ltz-nld
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type: translation
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args: ltz-nld
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dataset:
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name: flores101-devtest
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type: flores_101
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args: ltz nld devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 18.6
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- name: chr-F
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type: chrf
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value: 0.49312
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- task:
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name: Translation nld-afr
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type: translation
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args: nld-afr
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dataset:
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name: flores101-devtest
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type: flores_101
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args: nld afr devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 20.0
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- name: chr-F
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type: chrf
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value: 0.52409
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- task:
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name: Translation nld-deu
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type: translation
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args: nld-deu
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dataset:
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name: flores101-devtest
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type: flores_101
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args: nld deu devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 22.6
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- name: chr-F
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type: chrf
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value: 0.53898
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- task:
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name: Translation nld-eng
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type: translation
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args: nld-eng
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dataset:
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name: flores101-devtest
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type: flores_101
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args: nld eng devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 30.7
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- name: chr-F
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type: chrf
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value: 0.58970
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- task:
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name: Translation nld-ltz
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type: translation
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args: nld-ltz
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dataset:
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name: flores101-devtest
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type: flores_101
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args: nld ltz devtest
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metrics:
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- name: BLEU
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type: bleu
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value: 11.8
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- name: chr-F
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type: chrf
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value: 0.42637
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name: Translation deu-eng
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type: translation
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args: deu-eng
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dataset:
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name: multi30k_test_2016_flickr
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type: multi30k-2016_flickr
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args: deu-eng
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metrics:
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- task:
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name: Translation eng-deu
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type: translation
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args: eng-deu
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dataset:
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name: multi30k_test_2016_flickr
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type: multi30k-2016_flickr
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args: eng-deu
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metrics:
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- name: BLEU
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type: bleu
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value: 35.4
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- name: chr-F
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type: chrf
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value: 0.64172
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- task:
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name: Translation deu-eng
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type: translation
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args: deu-eng
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dataset:
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name: multi30k_test_2017_flickr
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type: multi30k-2017_flickr
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args: deu-eng
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metrics:
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- task:
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name: Translation eng-deu
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type: translation
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args: eng-deu
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dataset:
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name: multi30k_test_2017_flickr
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type: multi30k-2017_flickr
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args: eng-deu
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metrics:
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- name: BLEU
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type: bleu
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value: 34.2
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- name: chr-F
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type: chrf
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value: 0.63078
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- task:
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name: Translation deu-eng
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type: translation
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args: deu-eng
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dataset:
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name: multi30k_test_2017_mscoco
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type: multi30k-2017_mscoco
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args: deu-eng
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metrics:
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- task:
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name: Translation eng-deu
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type: translation
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args: eng-deu
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dataset:
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name: multi30k_test_2017_mscoco
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type: multi30k-2017_mscoco
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args: eng-deu
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metrics:
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- name: BLEU
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type: bleu
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value: 29.1
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- name: chr-F
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type: chrf
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value: 0.57537
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- task:
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name: Translation deu-eng
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type: translation
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args: deu-eng
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dataset:
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name: multi30k_test_2018_flickr
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type: multi30k-2018_flickr
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args: deu-eng
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metrics:
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-
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- task:
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name: Translation eng-deu
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type: translation
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args: eng-deu
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dataset:
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name: multi30k_test_2018_flickr
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type: multi30k-2018_flickr
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args: eng-deu
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metrics:
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- name: BLEU
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type: bleu
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value: 30.0
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- name: chr-F
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type: chrf
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value: 0.59597
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- task:
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name: Translation deu-eng
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type: translation
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args: deu-eng
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dataset:
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name: news-test2008
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type: news-test2008
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args: deu-eng
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metrics:
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- task:
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name: Translation eng-deu
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type: translation
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args: eng-deu
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dataset:
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name: news-test2008
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type: news-test2008
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args: eng-deu
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metrics:
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- name: BLEU
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type: bleu
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value: 23.6
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- name: chr-F
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type: chrf
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value: 0.53149
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- task:
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name: Translation afr-deu
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type: translation
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args: afr-deu
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dataset:
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name: tatoeba-test-v2021-08-07
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type: tatoeba_mt
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args: afr-deu
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metrics:
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|
| 485 |
- task:
|
| 486 |
-
name: Translation afr-eng
|
| 487 |
type: translation
|
| 488 |
-
args: afr-eng
|
| 489 |
-
dataset:
|
| 490 |
-
name: tatoeba-test-v2021-08-07
|
| 491 |
-
type: tatoeba_mt
|
| 492 |
-
args: afr-eng
|
| 493 |
-
metrics:
|
| 494 |
-
- name: BLEU
|
| 495 |
-
type: bleu
|
| 496 |
-
value: 56.6
|
| 497 |
-
- name: chr-F
|
| 498 |
-
type: chrf
|
| 499 |
-
value: 0.70682
|
| 500 |
-
- task:
|
| 501 |
-
name: Translation afr-nld
|
| 502 |
-
type: translation
|
| 503 |
-
args: afr-nld
|
| 504 |
-
dataset:
|
| 505 |
-
name: tatoeba-test-v2021-08-07
|
| 506 |
-
type: tatoeba_mt
|
| 507 |
-
args: afr-nld
|
| 508 |
-
metrics:
|
| 509 |
-
- name: BLEU
|
| 510 |
-
type: bleu
|
| 511 |
-
value: 55.5
|
| 512 |
-
- name: chr-F
|
| 513 |
-
type: chrf
|
| 514 |
-
value: 0.71516
|
| 515 |
-
- task:
|
| 516 |
-
name: Translation deu-afr
|
| 517 |
-
type: translation
|
| 518 |
-
args: deu-afr
|
| 519 |
-
dataset:
|
| 520 |
-
name: tatoeba-test-v2021-08-07
|
| 521 |
-
type: tatoeba_mt
|
| 522 |
-
args: deu-afr
|
| 523 |
-
metrics:
|
| 524 |
-
- name: BLEU
|
| 525 |
-
type: bleu
|
| 526 |
-
value: 54.3
|
| 527 |
-
- name: chr-F
|
| 528 |
-
type: chrf
|
| 529 |
-
value: 0.70274
|
| 530 |
-
- task:
|
| 531 |
name: Translation deu-eng
|
| 532 |
-
type: translation
|
| 533 |
-
args: deu-eng
|
| 534 |
-
dataset:
|
| 535 |
-
name: tatoeba-test-v2021-08-07
|
| 536 |
-
type: tatoeba_mt
|
| 537 |
-
args: deu-eng
|
| 538 |
-
metrics:
|
| 539 |
-
- name: BLEU
|
| 540 |
-
type: bleu
|
| 541 |
-
value: 48.6
|
| 542 |
-
- name: chr-F
|
| 543 |
-
type: chrf
|
| 544 |
-
value: 0.66023
|
| 545 |
-
- task:
|
| 546 |
-
name: Translation deu-nds
|
| 547 |
-
type: translation
|
| 548 |
-
args: deu-nds
|
| 549 |
-
dataset:
|
| 550 |
-
name: tatoeba-test-v2021-08-07
|
| 551 |
-
type: tatoeba_mt
|
| 552 |
-
args: deu-nds
|
| 553 |
-
metrics:
|
| 554 |
-
- name: BLEU
|
| 555 |
-
type: bleu
|
| 556 |
-
value: 23.2
|
| 557 |
-
- name: chr-F
|
| 558 |
-
type: chrf
|
| 559 |
-
value: 0.48058
|
| 560 |
-
- task:
|
| 561 |
-
name: Translation deu-nld
|
| 562 |
-
type: translation
|
| 563 |
-
args: deu-nld
|
| 564 |
-
dataset:
|
| 565 |
-
name: tatoeba-test-v2021-08-07
|
| 566 |
-
type: tatoeba_mt
|
| 567 |
-
args: deu-nld
|
| 568 |
-
metrics:
|
| 569 |
-
- name: BLEU
|
| 570 |
-
type: bleu
|
| 571 |
-
value: 54.6
|
| 572 |
-
- name: chr-F
|
| 573 |
-
type: chrf
|
| 574 |
-
value: 0.71440
|
| 575 |
-
- task:
|
| 576 |
-
name: Translation eng-afr
|
| 577 |
-
type: translation
|
| 578 |
-
args: eng-afr
|
| 579 |
-
dataset:
|
| 580 |
-
name: tatoeba-test-v2021-08-07
|
| 581 |
-
type: tatoeba_mt
|
| 582 |
-
args: eng-afr
|
| 583 |
-
metrics:
|
| 584 |
-
- name: BLEU
|
| 585 |
-
type: bleu
|
| 586 |
-
value: 56.5
|
| 587 |
-
- name: chr-F
|
| 588 |
-
type: chrf
|
| 589 |
-
value: 0.71995
|
| 590 |
-
- task:
|
| 591 |
-
name: Translation eng-deu
|
| 592 |
-
type: translation
|
| 593 |
-
args: eng-deu
|
| 594 |
-
dataset:
|
| 595 |
-
name: tatoeba-test-v2021-08-07
|
| 596 |
-
type: tatoeba_mt
|
| 597 |
-
args: eng-deu
|
| 598 |
-
metrics:
|
| 599 |
-
- name: BLEU
|
| 600 |
-
type: bleu
|
| 601 |
-
value: 42.0
|
| 602 |
-
- name: chr-F
|
| 603 |
-
type: chrf
|
| 604 |
-
value: 0.63103
|
| 605 |
-
- task:
|
| 606 |
-
name: Translation eng-fry
|
| 607 |
-
type: translation
|
| 608 |
-
args: eng-fry
|
| 609 |
-
dataset:
|
| 610 |
-
name: tatoeba-test-v2021-03-30
|
| 611 |
-
type: tatoeba_mt
|
| 612 |
-
args: eng-fry
|
| 613 |
-
metrics:
|
| 614 |
-
- name: BLEU
|
| 615 |
-
type: bleu
|
| 616 |
-
value: 21.3
|
| 617 |
-
- name: chr-F
|
| 618 |
-
type: chrf
|
| 619 |
-
value: 0.38580
|
| 620 |
-
- task:
|
| 621 |
-
name: Translation eng-nld
|
| 622 |
-
type: translation
|
| 623 |
-
args: eng-nld
|
| 624 |
-
dataset:
|
| 625 |
-
name: tatoeba-test-v2021-08-07
|
| 626 |
-
type: tatoeba_mt
|
| 627 |
-
args: eng-nld
|
| 628 |
-
metrics:
|
| 629 |
-
- name: BLEU
|
| 630 |
-
type: bleu
|
| 631 |
-
value: 54.5
|
| 632 |
-
- name: chr-F
|
| 633 |
-
type: chrf
|
| 634 |
-
value: 0.71062
|
| 635 |
-
- task:
|
| 636 |
-
name: Translation fry-eng
|
| 637 |
-
type: translation
|
| 638 |
-
args: fry-eng
|
| 639 |
-
dataset:
|
| 640 |
-
name: tatoeba-test-v2021-08-07
|
| 641 |
-
type: tatoeba_mt
|
| 642 |
-
args: fry-eng
|
| 643 |
-
metrics:
|
| 644 |
-
- name: BLEU
|
| 645 |
-
type: bleu
|
| 646 |
-
value: 25.1
|
| 647 |
-
- name: chr-F
|
| 648 |
-
type: chrf
|
| 649 |
-
value: 0.40545
|
| 650 |
-
- task:
|
| 651 |
-
name: Translation fry-nld
|
| 652 |
-
type: translation
|
| 653 |
-
args: fry-nld
|
| 654 |
-
dataset:
|
| 655 |
-
name: tatoeba-test-v2021-08-07
|
| 656 |
-
type: tatoeba_mt
|
| 657 |
-
args: fry-nld
|
| 658 |
-
metrics:
|
| 659 |
-
- name: BLEU
|
| 660 |
-
type: bleu
|
| 661 |
-
value: 41.7
|
| 662 |
-
- name: chr-F
|
| 663 |
-
type: chrf
|
| 664 |
-
value: 0.55771
|
| 665 |
-
- task:
|
| 666 |
-
name: Translation gos-deu
|
| 667 |
-
type: translation
|
| 668 |
-
args: gos-deu
|
| 669 |
-
dataset:
|
| 670 |
-
name: tatoeba-test-v2021-08-07
|
| 671 |
-
type: tatoeba_mt
|
| 672 |
-
args: gos-deu
|
| 673 |
-
metrics:
|
| 674 |
-
- name: BLEU
|
| 675 |
-
type: bleu
|
| 676 |
-
value: 25.4
|
| 677 |
-
- name: chr-F
|
| 678 |
-
type: chrf
|
| 679 |
-
value: 0.45302
|
| 680 |
-
- task:
|
| 681 |
-
name: Translation gos-eng
|
| 682 |
-
type: translation
|
| 683 |
-
args: gos-eng
|
| 684 |
-
dataset:
|
| 685 |
-
name: tatoeba-test-v2021-08-07
|
| 686 |
-
type: tatoeba_mt
|
| 687 |
-
args: gos-eng
|
| 688 |
-
metrics:
|
| 689 |
-
- name: BLEU
|
| 690 |
-
type: bleu
|
| 691 |
-
value: 24.1
|
| 692 |
-
- name: chr-F
|
| 693 |
-
type: chrf
|
| 694 |
-
value: 0.37628
|
| 695 |
-
- task:
|
| 696 |
-
name: Translation gos-nld
|
| 697 |
-
type: translation
|
| 698 |
-
args: gos-nld
|
| 699 |
-
dataset:
|
| 700 |
-
name: tatoeba-test-v2021-08-07
|
| 701 |
-
type: tatoeba_mt
|
| 702 |
-
args: gos-nld
|
| 703 |
-
metrics:
|
| 704 |
-
- name: BLEU
|
| 705 |
-
type: bleu
|
| 706 |
-
value: 26.2
|
| 707 |
-
- name: chr-F
|
| 708 |
-
type: chrf
|
| 709 |
-
value: 0.45777
|
| 710 |
-
- task:
|
| 711 |
-
name: Translation ltz-deu
|
| 712 |
-
type: translation
|
| 713 |
-
args: ltz-deu
|
| 714 |
-
dataset:
|
| 715 |
-
name: tatoeba-test-v2021-08-07
|
| 716 |
-
type: tatoeba_mt
|
| 717 |
-
args: ltz-deu
|
| 718 |
-
metrics:
|
| 719 |
-
- name: BLEU
|
| 720 |
-
type: bleu
|
| 721 |
-
value: 21.3
|
| 722 |
-
- name: chr-F
|
| 723 |
-
type: chrf
|
| 724 |
-
value: 0.37165
|
| 725 |
-
- task:
|
| 726 |
-
name: Translation ltz-eng
|
| 727 |
-
type: translation
|
| 728 |
-
args: ltz-eng
|
| 729 |
-
dataset:
|
| 730 |
-
name: tatoeba-test-v2021-08-07
|
| 731 |
-
type: tatoeba_mt
|
| 732 |
-
args: ltz-eng
|
| 733 |
-
metrics:
|
| 734 |
-
- name: BLEU
|
| 735 |
-
type: bleu
|
| 736 |
-
value: 30.3
|
| 737 |
-
- name: chr-F
|
| 738 |
-
type: chrf
|
| 739 |
-
value: 0.37784
|
| 740 |
-
- task:
|
| 741 |
-
name: Translation ltz-nld
|
| 742 |
-
type: translation
|
| 743 |
-
args: ltz-nld
|
| 744 |
-
dataset:
|
| 745 |
-
name: tatoeba-test-v2021-08-07
|
| 746 |
-
type: tatoeba_mt
|
| 747 |
-
args: ltz-nld
|
| 748 |
-
metrics:
|
| 749 |
-
- name: BLEU
|
| 750 |
-
type: bleu
|
| 751 |
-
value: 26.7
|
| 752 |
-
- name: chr-F
|
| 753 |
-
type: chrf
|
| 754 |
-
value: 0.32823
|
| 755 |
-
- task:
|
| 756 |
-
name: Translation nds-deu
|
| 757 |
-
type: translation
|
| 758 |
-
args: nds-deu
|
| 759 |
-
dataset:
|
| 760 |
-
name: tatoeba-test-v2021-08-07
|
| 761 |
-
type: tatoeba_mt
|
| 762 |
-
args: nds-deu
|
| 763 |
-
metrics:
|
| 764 |
-
- name: BLEU
|
| 765 |
-
type: bleu
|
| 766 |
-
value: 45.4
|
| 767 |
-
- name: chr-F
|
| 768 |
-
type: chrf
|
| 769 |
-
value: 0.64008
|
| 770 |
-
- task:
|
| 771 |
-
name: Translation nds-eng
|
| 772 |
-
type: translation
|
| 773 |
-
args: nds-eng
|
| 774 |
-
dataset:
|
| 775 |
-
name: tatoeba-test-v2021-08-07
|
| 776 |
-
type: tatoeba_mt
|
| 777 |
-
args: nds-eng
|
| 778 |
-
metrics:
|
| 779 |
-
- name: BLEU
|
| 780 |
-
type: bleu
|
| 781 |
-
value: 38.3
|
| 782 |
-
- name: chr-F
|
| 783 |
-
type: chrf
|
| 784 |
-
value: 0.55193
|
| 785 |
-
- task:
|
| 786 |
-
name: Translation nds-nld
|
| 787 |
-
type: translation
|
| 788 |
-
args: nds-nld
|
| 789 |
-
dataset:
|
| 790 |
-
name: tatoeba-test-v2021-08-07
|
| 791 |
-
type: tatoeba_mt
|
| 792 |
-
args: nds-nld
|
| 793 |
-
metrics:
|
| 794 |
-
- name: BLEU
|
| 795 |
-
type: bleu
|
| 796 |
-
value: 50.0
|
| 797 |
-
- name: chr-F
|
| 798 |
-
type: chrf
|
| 799 |
-
value: 0.66943
|
| 800 |
-
- task:
|
| 801 |
-
name: Translation nld-afr
|
| 802 |
-
type: translation
|
| 803 |
-
args: nld-afr
|
| 804 |
-
dataset:
|
| 805 |
-
name: tatoeba-test-v2021-08-07
|
| 806 |
-
type: tatoeba_mt
|
| 807 |
-
args: nld-afr
|
| 808 |
-
metrics:
|
| 809 |
-
- name: BLEU
|
| 810 |
-
type: bleu
|
| 811 |
-
value: 62.3
|
| 812 |
-
- name: chr-F
|
| 813 |
-
type: chrf
|
| 814 |
-
value: 0.76610
|
| 815 |
-
- task:
|
| 816 |
-
name: Translation nld-deu
|
| 817 |
-
type: translation
|
| 818 |
-
args: nld-deu
|
| 819 |
-
dataset:
|
| 820 |
-
name: tatoeba-test-v2021-08-07
|
| 821 |
-
type: tatoeba_mt
|
| 822 |
-
args: nld-deu
|
| 823 |
-
metrics:
|
| 824 |
-
- name: BLEU
|
| 825 |
-
type: bleu
|
| 826 |
-
value: 56.8
|
| 827 |
-
- name: chr-F
|
| 828 |
-
type: chrf
|
| 829 |
-
value: 0.73162
|
| 830 |
-
- task:
|
| 831 |
-
name: Translation nld-eng
|
| 832 |
-
type: translation
|
| 833 |
-
args: nld-eng
|
| 834 |
-
dataset:
|
| 835 |
-
name: tatoeba-test-v2021-08-07
|
| 836 |
-
type: tatoeba_mt
|
| 837 |
-
args: nld-eng
|
| 838 |
-
metrics:
|
| 839 |
-
- name: BLEU
|
| 840 |
-
type: bleu
|
| 841 |
-
value: 60.5
|
| 842 |
-
- name: chr-F
|
| 843 |
-
type: chrf
|
| 844 |
-
value: 0.74088
|
| 845 |
-
- task:
|
| 846 |
-
name: Translation nld-fry
|
| 847 |
-
type: translation
|
| 848 |
-
args: nld-fry
|
| 849 |
-
dataset:
|
| 850 |
-
name: tatoeba-test-v2021-08-07
|
| 851 |
-
type: tatoeba_mt
|
| 852 |
-
args: nld-fry
|
| 853 |
-
metrics:
|
| 854 |
-
- name: BLEU
|
| 855 |
-
type: bleu
|
| 856 |
-
value: 31.4
|
| 857 |
-
- name: chr-F
|
| 858 |
-
type: chrf
|
| 859 |
-
value: 0.48460
|
| 860 |
-
- task:
|
| 861 |
-
name: Translation deu-eng
|
| 862 |
-
type: translation
|
| 863 |
-
args: deu-eng
|
| 864 |
dataset:
|
| 865 |
name: newstest2009
|
| 866 |
type: wmt-2009-news
|
| 867 |
args: deu-eng
|
| 868 |
metrics:
|
| 869 |
-
|
| 870 |
-
|
| 871 |
-
|
| 872 |
-
|
| 873 |
-
|
| 874 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 875 |
- task:
|
| 876 |
-
name: Translation eng-deu
|
| 877 |
type: translation
|
| 878 |
-
args: eng-deu
|
| 879 |
-
dataset:
|
| 880 |
-
name: newstest2009
|
| 881 |
-
type: wmt-2009-news
|
| 882 |
-
args: eng-deu
|
| 883 |
-
metrics:
|
| 884 |
-
- name: BLEU
|
| 885 |
-
type: bleu
|
| 886 |
-
value: 22.9
|
| 887 |
-
- name: chr-F
|
| 888 |
-
type: chrf
|
| 889 |
-
value: 0.53283
|
| 890 |
-
- task:
|
| 891 |
name: Translation deu-eng
|
| 892 |
-
type: translation
|
| 893 |
-
args: deu-eng
|
| 894 |
dataset:
|
| 895 |
name: newstest2010
|
| 896 |
type: wmt-2010-news
|
| 897 |
args: deu-eng
|
| 898 |
metrics:
|
| 899 |
-
|
| 900 |
-
|
| 901 |
-
|
| 902 |
-
|
| 903 |
-
|
| 904 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 905 |
- task:
|
| 906 |
-
name: Translation eng-deu
|
| 907 |
type: translation
|
| 908 |
-
args: eng-deu
|
| 909 |
-
dataset:
|
| 910 |
-
name: newstest2010
|
| 911 |
-
type: wmt-2010-news
|
| 912 |
-
args: eng-deu
|
| 913 |
-
metrics:
|
| 914 |
-
- name: BLEU
|
| 915 |
-
type: bleu
|
| 916 |
-
value: 25.8
|
| 917 |
-
- name: chr-F
|
| 918 |
-
type: chrf
|
| 919 |
-
value: 0.54885
|
| 920 |
-
- task:
|
| 921 |
name: Translation deu-eng
|
| 922 |
-
type: translation
|
| 923 |
-
args: deu-eng
|
| 924 |
dataset:
|
| 925 |
name: newstest2011
|
| 926 |
type: wmt-2011-news
|
| 927 |
args: deu-eng
|
| 928 |
metrics:
|
| 929 |
-
|
| 930 |
-
|
| 931 |
-
|
| 932 |
-
|
| 933 |
-
|
| 934 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 935 |
- task:
|
| 936 |
-
name: Translation eng-deu
|
| 937 |
type: translation
|
| 938 |
-
args: eng-deu
|
| 939 |
-
dataset:
|
| 940 |
-
name: newstest2011
|
| 941 |
-
type: wmt-2011-news
|
| 942 |
-
args: eng-deu
|
| 943 |
-
metrics:
|
| 944 |
-
- name: BLEU
|
| 945 |
-
type: bleu
|
| 946 |
-
value: 23.1
|
| 947 |
-
- name: chr-F
|
| 948 |
-
type: chrf
|
| 949 |
-
value: 0.52712
|
| 950 |
-
- task:
|
| 951 |
name: Translation deu-eng
|
| 952 |
-
type: translation
|
| 953 |
-
args: deu-eng
|
| 954 |
dataset:
|
| 955 |
name: newstest2012
|
| 956 |
type: wmt-2012-news
|
| 957 |
args: deu-eng
|
| 958 |
metrics:
|
| 959 |
-
|
| 960 |
-
|
| 961 |
-
|
| 962 |
-
|
| 963 |
-
|
| 964 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 965 |
- task:
|
| 966 |
-
name: Translation eng-deu
|
| 967 |
type: translation
|
| 968 |
-
args: eng-deu
|
| 969 |
-
dataset:
|
| 970 |
-
name: newstest2012
|
| 971 |
-
type: wmt-2012-news
|
| 972 |
-
args: eng-deu
|
| 973 |
-
metrics:
|
| 974 |
-
- name: BLEU
|
| 975 |
-
type: bleu
|
| 976 |
-
value: 23.3
|
| 977 |
-
- name: chr-F
|
| 978 |
-
type: chrf
|
| 979 |
-
value: 0.52662
|
| 980 |
-
- task:
|
| 981 |
name: Translation deu-eng
|
| 982 |
-
type: translation
|
| 983 |
-
args: deu-eng
|
| 984 |
dataset:
|
| 985 |
name: newstest2013
|
| 986 |
type: wmt-2013-news
|
| 987 |
args: deu-eng
|
| 988 |
metrics:
|
| 989 |
-
|
| 990 |
-
|
| 991 |
-
|
| 992 |
-
|
| 993 |
-
|
| 994 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 995 |
- task:
|
| 996 |
-
name: Translation eng-deu
|
| 997 |
type: translation
|
| 998 |
-
args: eng-deu
|
| 999 |
-
dataset:
|
| 1000 |
-
name: newstest2013
|
| 1001 |
-
type: wmt-2013-news
|
| 1002 |
-
args: eng-deu
|
| 1003 |
-
metrics:
|
| 1004 |
-
- name: BLEU
|
| 1005 |
-
type: bleu
|
| 1006 |
-
value: 27.8
|
| 1007 |
-
- name: chr-F
|
| 1008 |
-
type: chrf
|
| 1009 |
-
value: 0.55774
|
| 1010 |
-
- task:
|
| 1011 |
name: Translation deu-eng
|
| 1012 |
-
type: translation
|
| 1013 |
-
args: deu-eng
|
| 1014 |
dataset:
|
| 1015 |
name: newstest2014
|
| 1016 |
type: wmt-2014-news
|
| 1017 |
args: deu-eng
|
| 1018 |
metrics:
|
| 1019 |
-
|
| 1020 |
-
|
| 1021 |
-
|
| 1022 |
-
|
| 1023 |
-
|
| 1024 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1025 |
- task:
|
| 1026 |
-
name: Translation eng-deu
|
| 1027 |
type: translation
|
| 1028 |
-
args: eng-deu
|
| 1029 |
-
dataset:
|
| 1030 |
-
name: newstest2014
|
| 1031 |
-
type: wmt-2014-news
|
| 1032 |
-
args: eng-deu
|
| 1033 |
-
metrics:
|
| 1034 |
-
- name: BLEU
|
| 1035 |
-
type: bleu
|
| 1036 |
-
value: 29.0
|
| 1037 |
-
- name: chr-F
|
| 1038 |
-
type: chrf
|
| 1039 |
-
value: 0.59301
|
| 1040 |
-
- task:
|
| 1041 |
name: Translation deu-eng
|
| 1042 |
-
type: translation
|
| 1043 |
-
args: deu-eng
|
| 1044 |
dataset:
|
| 1045 |
name: newstest2015
|
| 1046 |
type: wmt-2015-news
|
| 1047 |
args: deu-eng
|
| 1048 |
metrics:
|
| 1049 |
-
|
| 1050 |
-
|
| 1051 |
-
|
| 1052 |
-
|
| 1053 |
-
|
| 1054 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1055 |
- task:
|
| 1056 |
-
name: Translation eng-deu
|
| 1057 |
type: translation
|
| 1058 |
-
args: eng-deu
|
| 1059 |
-
dataset:
|
| 1060 |
-
name: newstest2015
|
| 1061 |
-
type: wmt-2015-news
|
| 1062 |
-
args: eng-deu
|
| 1063 |
-
metrics:
|
| 1064 |
-
- name: BLEU
|
| 1065 |
-
type: bleu
|
| 1066 |
-
value: 32.3
|
| 1067 |
-
- name: chr-F
|
| 1068 |
-
type: chrf
|
| 1069 |
-
value: 0.59889
|
| 1070 |
-
- task:
|
| 1071 |
name: Translation deu-eng
|
| 1072 |
-
type: translation
|
| 1073 |
-
args: deu-eng
|
| 1074 |
dataset:
|
| 1075 |
name: newstest2016
|
| 1076 |
type: wmt-2016-news
|
| 1077 |
args: deu-eng
|
| 1078 |
metrics:
|
| 1079 |
-
|
| 1080 |
-
|
| 1081 |
-
|
| 1082 |
-
|
| 1083 |
-
|
| 1084 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1085 |
- task:
|
| 1086 |
-
name: Translation eng-deu
|
| 1087 |
type: translation
|
| 1088 |
-
args: eng-deu
|
| 1089 |
-
dataset:
|
| 1090 |
-
name: newstest2016
|
| 1091 |
-
type: wmt-2016-news
|
| 1092 |
-
args: eng-deu
|
| 1093 |
-
metrics:
|
| 1094 |
-
- name: BLEU
|
| 1095 |
-
type: bleu
|
| 1096 |
-
value: 38.3
|
| 1097 |
-
- name: chr-F
|
| 1098 |
-
type: chrf
|
| 1099 |
-
value: 0.64427
|
| 1100 |
-
- task:
|
| 1101 |
name: Translation deu-eng
|
| 1102 |
-
type: translation
|
| 1103 |
-
args: deu-eng
|
| 1104 |
dataset:
|
| 1105 |
name: newstest2017
|
| 1106 |
type: wmt-2017-news
|
| 1107 |
args: deu-eng
|
| 1108 |
metrics:
|
| 1109 |
-
|
| 1110 |
-
|
| 1111 |
-
|
| 1112 |
-
|
| 1113 |
-
|
| 1114 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1115 |
- task:
|
| 1116 |
-
name: Translation eng-deu
|
| 1117 |
type: translation
|
| 1118 |
-
args: eng-deu
|
| 1119 |
-
dataset:
|
| 1120 |
-
name: newstest2017
|
| 1121 |
-
type: wmt-2017-news
|
| 1122 |
-
args: eng-deu
|
| 1123 |
-
metrics:
|
| 1124 |
-
- name: BLEU
|
| 1125 |
-
type: bleu
|
| 1126 |
-
value: 30.7
|
| 1127 |
-
- name: chr-F
|
| 1128 |
-
type: chrf
|
| 1129 |
-
value: 0.59257
|
| 1130 |
-
- task:
|
| 1131 |
name: Translation deu-eng
|
| 1132 |
-
type: translation
|
| 1133 |
-
args: deu-eng
|
| 1134 |
dataset:
|
| 1135 |
name: newstest2018
|
| 1136 |
type: wmt-2018-news
|
| 1137 |
args: deu-eng
|
| 1138 |
metrics:
|
| 1139 |
-
|
| 1140 |
-
|
| 1141 |
-
|
| 1142 |
-
|
| 1143 |
-
|
| 1144 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1145 |
- task:
|
| 1146 |
-
name: Translation eng-deu
|
| 1147 |
type: translation
|
| 1148 |
-
args: eng-deu
|
| 1149 |
-
dataset:
|
| 1150 |
-
name: newstest2018
|
| 1151 |
-
type: wmt-2018-news
|
| 1152 |
-
args: eng-deu
|
| 1153 |
-
metrics:
|
| 1154 |
-
- name: BLEU
|
| 1155 |
-
type: bleu
|
| 1156 |
-
value: 46.5
|
| 1157 |
-
- name: chr-F
|
| 1158 |
-
type: chrf
|
| 1159 |
-
value: 0.69605
|
| 1160 |
-
- task:
|
| 1161 |
name: Translation deu-eng
|
| 1162 |
-
type: translation
|
| 1163 |
-
args: deu-eng
|
| 1164 |
dataset:
|
| 1165 |
name: newstest2019
|
| 1166 |
type: wmt-2019-news
|
| 1167 |
args: deu-eng
|
| 1168 |
metrics:
|
| 1169 |
-
|
| 1170 |
-
|
| 1171 |
-
|
| 1172 |
-
|
| 1173 |
-
|
| 1174 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1175 |
- task:
|
| 1176 |
-
name: Translation eng-deu
|
| 1177 |
type: translation
|
| 1178 |
-
args: eng-deu
|
| 1179 |
-
dataset:
|
| 1180 |
-
name: newstest2019
|
| 1181 |
-
type: wmt-2019-news
|
| 1182 |
-
args: eng-deu
|
| 1183 |
-
metrics:
|
| 1184 |
-
- name: BLEU
|
| 1185 |
-
type: bleu
|
| 1186 |
-
value: 42.9
|
| 1187 |
-
- name: chr-F
|
| 1188 |
-
type: chrf
|
| 1189 |
-
value: 0.66751
|
| 1190 |
-
- task:
|
| 1191 |
name: Translation deu-eng
|
| 1192 |
-
type: translation
|
| 1193 |
-
args: deu-eng
|
| 1194 |
dataset:
|
| 1195 |
name: newstest2020
|
| 1196 |
type: wmt-2020-news
|
| 1197 |
args: deu-eng
|
| 1198 |
metrics:
|
| 1199 |
-
|
| 1200 |
-
|
| 1201 |
-
|
| 1202 |
-
|
| 1203 |
-
|
| 1204 |
-
|
| 1205 |
-
|
| 1206 |
-
|
| 1207 |
-
|
| 1208 |
-
|
| 1209 |
-
|
| 1210 |
-
name:
|
| 1211 |
-
type: wmt-2020-news
|
| 1212 |
-
args: eng-deu
|
| 1213 |
-
metrics:
|
| 1214 |
-
- name: BLEU
|
| 1215 |
-
type: bleu
|
| 1216 |
-
value: 32.3
|
| 1217 |
-
- name: chr-F
|
| 1218 |
-
type: chrf
|
| 1219 |
-
value: 0.60411
|
| 1220 |
---
|
| 1221 |
# opus-mt-tc-big-gmw-gmw
|
| 1222 |
|
|
@@ -1273,7 +704,7 @@ from transformers import MarianMTModel, MarianTokenizer
|
|
| 1273 |
|
| 1274 |
src_text = [
|
| 1275 |
">>nds<< Red keinen Quatsch.",
|
| 1276 |
-
">>eng<< Findet ihr das nicht etwas
|
| 1277 |
]
|
| 1278 |
|
| 1279 |
model_name = "pytorch-models/opus-mt-tc-big-gmw-gmw"
|
|
@@ -1408,7 +839,7 @@ print(pipe(">>nds<< Red keinen Quatsch."))
|
|
| 1408 |
|
| 1409 |
## Citation Information
|
| 1410 |
|
| 1411 |
-
* Publications: [OPUS-MT
|
| 1412 |
|
| 1413 |
```
|
| 1414 |
@inproceedings{tiedemann-thottingal-2020-opus,
|
|
@@ -1438,7 +869,7 @@ print(pipe(">>nds<< Red keinen Quatsch."))
|
|
| 1438 |
|
| 1439 |
## Acknowledgements
|
| 1440 |
|
| 1441 |
-
The work is supported by the [European Language Grid](https://www.european-language-grid.eu/) as [pilot project 2866](https://live.european-language-grid.eu/catalogue/#/resource/projects/2866), by the [FoTran project](https://www.helsinki.fi/en/researchgroups/natural-language-understanding-with-cross-lingual-grounding), funded by the European Research Council (ERC) under the European Union
|
| 1442 |
|
| 1443 |
## Model conversion info
|
| 1444 |
|
|
|
|
| 8 |
- lb
|
| 9 |
- nds
|
| 10 |
- nl
|
| 11 |
+
- multilingual
|
| 12 |
+
license: cc-by-4.0
|
| 13 |
tags:
|
| 14 |
- translation
|
| 15 |
- opus-mt-tc
|
|
|
|
|
|
|
| 16 |
model-index:
|
| 17 |
- name: opus-mt-tc-big-gmw-gmw
|
| 18 |
results:
|
| 19 |
- task:
|
|
|
|
| 20 |
type: translation
|
| 21 |
+
name: Translation afr-deu
|
| 22 |
dataset:
|
| 23 |
name: flores101-devtest
|
| 24 |
type: flores_101
|
| 25 |
args: afr deu devtest
|
| 26 |
metrics:
|
| 27 |
+
- type: bleu
|
| 28 |
+
value: 30.2
|
| 29 |
+
name: BLEU
|
| 30 |
+
- type: chrf
|
| 31 |
+
value: 0.58718
|
| 32 |
+
name: chr-F
|
| 33 |
+
- type: bleu
|
| 34 |
+
value: 55.1
|
| 35 |
+
name: BLEU
|
| 36 |
+
- type: chrf
|
| 37 |
+
value: 0.74826
|
| 38 |
+
name: chr-F
|
| 39 |
+
- type: bleu
|
| 40 |
+
value: 15.7
|
| 41 |
+
name: BLEU
|
| 42 |
+
- type: chrf
|
| 43 |
+
value: 0.46826
|
| 44 |
+
name: chr-F
|
| 45 |
+
- type: bleu
|
| 46 |
+
value: 22.5
|
| 47 |
+
name: BLEU
|
| 48 |
+
- type: chrf
|
| 49 |
+
value: 0.54441
|
| 50 |
+
name: chr-F
|
| 51 |
+
- type: bleu
|
| 52 |
+
value: 26.4
|
| 53 |
+
name: BLEU
|
| 54 |
+
- type: chrf
|
| 55 |
+
value: 0.57835
|
| 56 |
+
name: chr-F
|
| 57 |
+
- type: bleu
|
| 58 |
+
value: 41.8
|
| 59 |
+
name: BLEU
|
| 60 |
+
- type: chrf
|
| 61 |
+
value: 0.6699
|
| 62 |
+
name: chr-F
|
| 63 |
+
- type: bleu
|
| 64 |
+
value: 20.3
|
| 65 |
+
name: BLEU
|
| 66 |
+
- type: chrf
|
| 67 |
+
value: 0.52554
|
| 68 |
+
name: chr-F
|
| 69 |
+
- type: bleu
|
| 70 |
+
value: 24.2
|
| 71 |
+
name: BLEU
|
| 72 |
+
- type: chrf
|
| 73 |
+
value: 0.5571
|
| 74 |
+
name: chr-F
|
| 75 |
+
- type: bleu
|
| 76 |
+
value: 40.7
|
| 77 |
+
name: BLEU
|
| 78 |
+
- type: chrf
|
| 79 |
+
value: 0.68429
|
| 80 |
+
name: chr-F
|
| 81 |
+
- type: bleu
|
| 82 |
+
value: 38.5
|
| 83 |
+
name: BLEU
|
| 84 |
+
- type: chrf
|
| 85 |
+
value: 0.64888
|
| 86 |
+
name: chr-F
|
| 87 |
+
- type: bleu
|
| 88 |
+
value: 18.4
|
| 89 |
+
name: BLEU
|
| 90 |
+
- type: chrf
|
| 91 |
+
value: 0.49231
|
| 92 |
+
name: chr-F
|
| 93 |
+
- type: bleu
|
| 94 |
+
value: 26.8
|
| 95 |
+
name: BLEU
|
| 96 |
+
- type: chrf
|
| 97 |
+
value: 0.57984
|
| 98 |
+
name: chr-F
|
| 99 |
+
- type: bleu
|
| 100 |
+
value: 23.2
|
| 101 |
+
name: BLEU
|
| 102 |
+
- type: chrf
|
| 103 |
+
value: 0.53623
|
| 104 |
+
name: chr-F
|
| 105 |
+
- type: bleu
|
| 106 |
+
value: 30.0
|
| 107 |
+
name: BLEU
|
| 108 |
+
- type: chrf
|
| 109 |
+
value: 0.59122
|
| 110 |
+
name: chr-F
|
| 111 |
+
- type: bleu
|
| 112 |
+
value: 31.0
|
| 113 |
+
name: BLEU
|
| 114 |
+
- type: chrf
|
| 115 |
+
value: 0.57557
|
| 116 |
+
name: chr-F
|
| 117 |
+
- type: bleu
|
| 118 |
+
value: 18.6
|
| 119 |
+
name: BLEU
|
| 120 |
+
- type: chrf
|
| 121 |
+
value: 0.49312
|
| 122 |
+
name: chr-F
|
| 123 |
+
- type: bleu
|
| 124 |
+
value: 20.0
|
| 125 |
+
name: BLEU
|
| 126 |
+
- type: chrf
|
| 127 |
+
value: 0.52409
|
| 128 |
+
name: chr-F
|
| 129 |
+
- type: bleu
|
| 130 |
+
value: 22.6
|
| 131 |
+
name: BLEU
|
| 132 |
+
- type: chrf
|
| 133 |
+
value: 0.53898
|
| 134 |
+
name: chr-F
|
| 135 |
+
- type: bleu
|
| 136 |
+
value: 30.7
|
| 137 |
+
name: BLEU
|
| 138 |
+
- type: chrf
|
| 139 |
+
value: 0.5897
|
| 140 |
+
name: chr-F
|
| 141 |
+
- type: bleu
|
| 142 |
+
value: 11.8
|
| 143 |
+
name: BLEU
|
| 144 |
+
- type: chrf
|
| 145 |
+
value: 0.42637
|
| 146 |
+
name: chr-F
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 147 |
- task:
|
|
|
|
| 148 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 149 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 150 |
dataset:
|
| 151 |
name: multi30k_test_2016_flickr
|
| 152 |
type: multi30k-2016_flickr
|
| 153 |
args: deu-eng
|
| 154 |
metrics:
|
| 155 |
+
- type: bleu
|
| 156 |
+
value: 39.9
|
| 157 |
+
name: BLEU
|
| 158 |
+
- type: chrf
|
| 159 |
+
value: 0.60928
|
| 160 |
+
name: chr-F
|
| 161 |
+
- type: bleu
|
| 162 |
+
value: 35.4
|
| 163 |
+
name: BLEU
|
| 164 |
+
- type: chrf
|
| 165 |
+
value: 0.64172
|
| 166 |
+
name: chr-F
|
| 167 |
- task:
|
|
|
|
| 168 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 169 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 170 |
dataset:
|
| 171 |
name: multi30k_test_2017_flickr
|
| 172 |
type: multi30k-2017_flickr
|
| 173 |
args: deu-eng
|
| 174 |
metrics:
|
| 175 |
+
- type: bleu
|
| 176 |
+
value: 40.5
|
| 177 |
+
name: BLEU
|
| 178 |
+
- type: chrf
|
| 179 |
+
value: 0.63154
|
| 180 |
+
name: chr-F
|
| 181 |
+
- type: bleu
|
| 182 |
+
value: 34.2
|
| 183 |
+
name: BLEU
|
| 184 |
+
- type: chrf
|
| 185 |
+
value: 0.63078
|
| 186 |
+
name: chr-F
|
| 187 |
- task:
|
|
|
|
| 188 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 189 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 190 |
dataset:
|
| 191 |
name: multi30k_test_2017_mscoco
|
| 192 |
type: multi30k-2017_mscoco
|
| 193 |
args: deu-eng
|
| 194 |
metrics:
|
| 195 |
+
- type: bleu
|
| 196 |
+
value: 32.2
|
| 197 |
+
name: BLEU
|
| 198 |
+
- type: chrf
|
| 199 |
+
value: 0.55708
|
| 200 |
+
name: chr-F
|
| 201 |
+
- type: bleu
|
| 202 |
+
value: 29.1
|
| 203 |
+
name: BLEU
|
| 204 |
+
- type: chrf
|
| 205 |
+
value: 0.57537
|
| 206 |
+
name: chr-F
|
| 207 |
- task:
|
|
|
|
| 208 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 209 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 210 |
dataset:
|
| 211 |
name: multi30k_test_2018_flickr
|
| 212 |
type: multi30k-2018_flickr
|
| 213 |
args: deu-eng
|
| 214 |
metrics:
|
| 215 |
+
- type: bleu
|
| 216 |
+
value: 36.9
|
| 217 |
+
name: BLEU
|
| 218 |
+
- type: chrf
|
| 219 |
+
value: 0.59422
|
| 220 |
+
name: chr-F
|
| 221 |
+
- type: bleu
|
| 222 |
+
value: 30.0
|
| 223 |
+
name: BLEU
|
| 224 |
+
- type: chrf
|
| 225 |
+
value: 0.59597
|
| 226 |
+
name: chr-F
|
| 227 |
- task:
|
|
|
|
| 228 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 229 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 230 |
dataset:
|
| 231 |
name: news-test2008
|
| 232 |
type: news-test2008
|
| 233 |
args: deu-eng
|
| 234 |
metrics:
|
| 235 |
+
- type: bleu
|
| 236 |
+
value: 27.2
|
| 237 |
+
name: BLEU
|
| 238 |
+
- type: chrf
|
| 239 |
+
value: 0.54601
|
| 240 |
+
name: chr-F
|
| 241 |
+
- type: bleu
|
| 242 |
+
value: 23.6
|
| 243 |
+
name: BLEU
|
| 244 |
+
- type: chrf
|
| 245 |
+
value: 0.53149
|
| 246 |
+
name: chr-F
|
| 247 |
- task:
|
|
|
|
| 248 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 249 |
name: Translation afr-deu
|
|
|
|
|
|
|
| 250 |
dataset:
|
| 251 |
name: tatoeba-test-v2021-08-07
|
| 252 |
type: tatoeba_mt
|
| 253 |
args: afr-deu
|
| 254 |
metrics:
|
| 255 |
+
- type: bleu
|
| 256 |
+
value: 50.4
|
| 257 |
+
name: BLEU
|
| 258 |
+
- type: chrf
|
| 259 |
+
value: 0.68679
|
| 260 |
+
name: chr-F
|
| 261 |
+
- type: bleu
|
| 262 |
+
value: 56.6
|
| 263 |
+
name: BLEU
|
| 264 |
+
- type: chrf
|
| 265 |
+
value: 0.70682
|
| 266 |
+
name: chr-F
|
| 267 |
+
- type: bleu
|
| 268 |
+
value: 55.5
|
| 269 |
+
name: BLEU
|
| 270 |
+
- type: chrf
|
| 271 |
+
value: 0.71516
|
| 272 |
+
name: chr-F
|
| 273 |
+
- type: bleu
|
| 274 |
+
value: 54.3
|
| 275 |
+
name: BLEU
|
| 276 |
+
- type: chrf
|
| 277 |
+
value: 0.70274
|
| 278 |
+
name: chr-F
|
| 279 |
+
- type: bleu
|
| 280 |
+
value: 48.6
|
| 281 |
+
name: BLEU
|
| 282 |
+
- type: chrf
|
| 283 |
+
value: 0.66023
|
| 284 |
+
name: chr-F
|
| 285 |
+
- type: bleu
|
| 286 |
+
value: 23.2
|
| 287 |
+
name: BLEU
|
| 288 |
+
- type: chrf
|
| 289 |
+
value: 0.48058
|
| 290 |
+
name: chr-F
|
| 291 |
+
- type: bleu
|
| 292 |
+
value: 54.6
|
| 293 |
+
name: BLEU
|
| 294 |
+
- type: chrf
|
| 295 |
+
value: 0.7144
|
| 296 |
+
name: chr-F
|
| 297 |
+
- type: bleu
|
| 298 |
+
value: 56.5
|
| 299 |
+
name: BLEU
|
| 300 |
+
- type: chrf
|
| 301 |
+
value: 0.71995
|
| 302 |
+
name: chr-F
|
| 303 |
+
- type: bleu
|
| 304 |
+
value: 42.0
|
| 305 |
+
name: BLEU
|
| 306 |
+
- type: chrf
|
| 307 |
+
value: 0.63103
|
| 308 |
+
name: chr-F
|
| 309 |
+
- type: bleu
|
| 310 |
+
value: 21.3
|
| 311 |
+
name: BLEU
|
| 312 |
+
- type: chrf
|
| 313 |
+
value: 0.3858
|
| 314 |
+
name: chr-F
|
| 315 |
+
- type: bleu
|
| 316 |
+
value: 54.5
|
| 317 |
+
name: BLEU
|
| 318 |
+
- type: chrf
|
| 319 |
+
value: 0.71062
|
| 320 |
+
name: chr-F
|
| 321 |
+
- type: bleu
|
| 322 |
+
value: 25.1
|
| 323 |
+
name: BLEU
|
| 324 |
+
- type: chrf
|
| 325 |
+
value: 0.40545
|
| 326 |
+
name: chr-F
|
| 327 |
+
- type: bleu
|
| 328 |
+
value: 41.7
|
| 329 |
+
name: BLEU
|
| 330 |
+
- type: chrf
|
| 331 |
+
value: 0.55771
|
| 332 |
+
name: chr-F
|
| 333 |
+
- type: bleu
|
| 334 |
+
value: 25.4
|
| 335 |
+
name: BLEU
|
| 336 |
+
- type: chrf
|
| 337 |
+
value: 0.45302
|
| 338 |
+
name: chr-F
|
| 339 |
+
- type: bleu
|
| 340 |
+
value: 24.1
|
| 341 |
+
name: BLEU
|
| 342 |
+
- type: chrf
|
| 343 |
+
value: 0.37628
|
| 344 |
+
name: chr-F
|
| 345 |
+
- type: bleu
|
| 346 |
+
value: 26.2
|
| 347 |
+
name: BLEU
|
| 348 |
+
- type: chrf
|
| 349 |
+
value: 0.45777
|
| 350 |
+
name: chr-F
|
| 351 |
+
- type: bleu
|
| 352 |
+
value: 21.3
|
| 353 |
+
name: BLEU
|
| 354 |
+
- type: chrf
|
| 355 |
+
value: 0.37165
|
| 356 |
+
name: chr-F
|
| 357 |
+
- type: bleu
|
| 358 |
+
value: 30.3
|
| 359 |
+
name: BLEU
|
| 360 |
+
- type: chrf
|
| 361 |
+
value: 0.37784
|
| 362 |
+
name: chr-F
|
| 363 |
+
- type: bleu
|
| 364 |
+
value: 26.7
|
| 365 |
+
name: BLEU
|
| 366 |
+
- type: chrf
|
| 367 |
+
value: 0.32823
|
| 368 |
+
name: chr-F
|
| 369 |
+
- type: bleu
|
| 370 |
+
value: 45.4
|
| 371 |
+
name: BLEU
|
| 372 |
+
- type: chrf
|
| 373 |
+
value: 0.64008
|
| 374 |
+
name: chr-F
|
| 375 |
+
- type: bleu
|
| 376 |
+
value: 38.3
|
| 377 |
+
name: BLEU
|
| 378 |
+
- type: chrf
|
| 379 |
+
value: 0.55193
|
| 380 |
+
name: chr-F
|
| 381 |
+
- type: bleu
|
| 382 |
+
value: 50.0
|
| 383 |
+
name: BLEU
|
| 384 |
+
- type: chrf
|
| 385 |
+
value: 0.66943
|
| 386 |
+
name: chr-F
|
| 387 |
+
- type: bleu
|
| 388 |
+
value: 62.3
|
| 389 |
+
name: BLEU
|
| 390 |
+
- type: chrf
|
| 391 |
+
value: 0.7661
|
| 392 |
+
name: chr-F
|
| 393 |
+
- type: bleu
|
| 394 |
+
value: 56.8
|
| 395 |
+
name: BLEU
|
| 396 |
+
- type: chrf
|
| 397 |
+
value: 0.73162
|
| 398 |
+
name: chr-F
|
| 399 |
+
- type: bleu
|
| 400 |
+
value: 60.5
|
| 401 |
+
name: BLEU
|
| 402 |
+
- type: chrf
|
| 403 |
+
value: 0.74088
|
| 404 |
+
name: chr-F
|
| 405 |
+
- type: bleu
|
| 406 |
+
value: 31.4
|
| 407 |
+
name: BLEU
|
| 408 |
+
- type: chrf
|
| 409 |
+
value: 0.4846
|
| 410 |
+
name: chr-F
|
| 411 |
- task:
|
|
|
|
| 412 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
| 413 |
name: Translation deu-eng
|
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|
|
| 414 |
dataset:
|
| 415 |
name: newstest2009
|
| 416 |
type: wmt-2009-news
|
| 417 |
args: deu-eng
|
| 418 |
metrics:
|
| 419 |
+
- type: bleu
|
| 420 |
+
value: 25.9
|
| 421 |
+
name: BLEU
|
| 422 |
+
- type: chrf
|
| 423 |
+
value: 0.53747
|
| 424 |
+
name: chr-F
|
| 425 |
+
- type: bleu
|
| 426 |
+
value: 22.9
|
| 427 |
+
name: BLEU
|
| 428 |
+
- type: chrf
|
| 429 |
+
value: 0.53283
|
| 430 |
+
name: chr-F
|
| 431 |
- task:
|
|
|
|
| 432 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 433 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 434 |
dataset:
|
| 435 |
name: newstest2010
|
| 436 |
type: wmt-2010-news
|
| 437 |
args: deu-eng
|
| 438 |
metrics:
|
| 439 |
+
- type: bleu
|
| 440 |
+
value: 30.6
|
| 441 |
+
name: BLEU
|
| 442 |
+
- type: chrf
|
| 443 |
+
value: 0.58355
|
| 444 |
+
name: chr-F
|
| 445 |
+
- type: bleu
|
| 446 |
+
value: 25.8
|
| 447 |
+
name: BLEU
|
| 448 |
+
- type: chrf
|
| 449 |
+
value: 0.54885
|
| 450 |
+
name: chr-F
|
| 451 |
- task:
|
|
|
|
| 452 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 453 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 454 |
dataset:
|
| 455 |
name: newstest2011
|
| 456 |
type: wmt-2011-news
|
| 457 |
args: deu-eng
|
| 458 |
metrics:
|
| 459 |
+
- type: bleu
|
| 460 |
+
value: 26.3
|
| 461 |
+
name: BLEU
|
| 462 |
+
- type: chrf
|
| 463 |
+
value: 0.54883
|
| 464 |
+
name: chr-F
|
| 465 |
+
- type: bleu
|
| 466 |
+
value: 23.1
|
| 467 |
+
name: BLEU
|
| 468 |
+
- type: chrf
|
| 469 |
+
value: 0.52712
|
| 470 |
+
name: chr-F
|
| 471 |
- task:
|
|
|
|
| 472 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 473 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 474 |
dataset:
|
| 475 |
name: newstest2012
|
| 476 |
type: wmt-2012-news
|
| 477 |
args: deu-eng
|
| 478 |
metrics:
|
| 479 |
+
- type: bleu
|
| 480 |
+
value: 28.5
|
| 481 |
+
name: BLEU
|
| 482 |
+
- type: chrf
|
| 483 |
+
value: 0.56153
|
| 484 |
+
name: chr-F
|
| 485 |
+
- type: bleu
|
| 486 |
+
value: 23.3
|
| 487 |
+
name: BLEU
|
| 488 |
+
- type: chrf
|
| 489 |
+
value: 0.52662
|
| 490 |
+
name: chr-F
|
| 491 |
- task:
|
|
|
|
| 492 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 493 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 494 |
dataset:
|
| 495 |
name: newstest2013
|
| 496 |
type: wmt-2013-news
|
| 497 |
args: deu-eng
|
| 498 |
metrics:
|
| 499 |
+
- type: bleu
|
| 500 |
+
value: 31.4
|
| 501 |
+
name: BLEU
|
| 502 |
+
- type: chrf
|
| 503 |
+
value: 0.5777
|
| 504 |
+
name: chr-F
|
| 505 |
+
- type: bleu
|
| 506 |
+
value: 27.8
|
| 507 |
+
name: BLEU
|
| 508 |
+
- type: chrf
|
| 509 |
+
value: 0.55774
|
| 510 |
+
name: chr-F
|
| 511 |
- task:
|
|
|
|
| 512 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 513 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 514 |
dataset:
|
| 515 |
name: newstest2014
|
| 516 |
type: wmt-2014-news
|
| 517 |
args: deu-eng
|
| 518 |
metrics:
|
| 519 |
+
- type: bleu
|
| 520 |
+
value: 33.2
|
| 521 |
+
name: BLEU
|
| 522 |
+
- type: chrf
|
| 523 |
+
value: 0.59826
|
| 524 |
+
name: chr-F
|
| 525 |
+
- type: bleu
|
| 526 |
+
value: 29.0
|
| 527 |
+
name: BLEU
|
| 528 |
+
- type: chrf
|
| 529 |
+
value: 0.59301
|
| 530 |
+
name: chr-F
|
| 531 |
- task:
|
|
|
|
| 532 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 533 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 534 |
dataset:
|
| 535 |
name: newstest2015
|
| 536 |
type: wmt-2015-news
|
| 537 |
args: deu-eng
|
| 538 |
metrics:
|
| 539 |
+
- type: bleu
|
| 540 |
+
value: 33.4
|
| 541 |
+
name: BLEU
|
| 542 |
+
- type: chrf
|
| 543 |
+
value: 0.5966
|
| 544 |
+
name: chr-F
|
| 545 |
+
- type: bleu
|
| 546 |
+
value: 32.3
|
| 547 |
+
name: BLEU
|
| 548 |
+
- type: chrf
|
| 549 |
+
value: 0.59889
|
| 550 |
+
name: chr-F
|
| 551 |
- task:
|
|
|
|
| 552 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 553 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 554 |
dataset:
|
| 555 |
name: newstest2016
|
| 556 |
type: wmt-2016-news
|
| 557 |
args: deu-eng
|
| 558 |
metrics:
|
| 559 |
+
- type: bleu
|
| 560 |
+
value: 39.8
|
| 561 |
+
name: BLEU
|
| 562 |
+
- type: chrf
|
| 563 |
+
value: 0.64736
|
| 564 |
+
name: chr-F
|
| 565 |
+
- type: bleu
|
| 566 |
+
value: 38.3
|
| 567 |
+
name: BLEU
|
| 568 |
+
- type: chrf
|
| 569 |
+
value: 0.64427
|
| 570 |
+
name: chr-F
|
| 571 |
- task:
|
|
|
|
| 572 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 573 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 574 |
dataset:
|
| 575 |
name: newstest2017
|
| 576 |
type: wmt-2017-news
|
| 577 |
args: deu-eng
|
| 578 |
metrics:
|
| 579 |
+
- type: bleu
|
| 580 |
+
value: 35.2
|
| 581 |
+
name: BLEU
|
| 582 |
+
- type: chrf
|
| 583 |
+
value: 0.60933
|
| 584 |
+
name: chr-F
|
| 585 |
+
- type: bleu
|
| 586 |
+
value: 30.7
|
| 587 |
+
name: BLEU
|
| 588 |
+
- type: chrf
|
| 589 |
+
value: 0.59257
|
| 590 |
+
name: chr-F
|
| 591 |
- task:
|
|
|
|
| 592 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 593 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 594 |
dataset:
|
| 595 |
name: newstest2018
|
| 596 |
type: wmt-2018-news
|
| 597 |
args: deu-eng
|
| 598 |
metrics:
|
| 599 |
+
- type: bleu
|
| 600 |
+
value: 42.6
|
| 601 |
+
name: BLEU
|
| 602 |
+
- type: chrf
|
| 603 |
+
value: 0.66797
|
| 604 |
+
name: chr-F
|
| 605 |
+
- type: bleu
|
| 606 |
+
value: 46.5
|
| 607 |
+
name: BLEU
|
| 608 |
+
- type: chrf
|
| 609 |
+
value: 0.69605
|
| 610 |
+
name: chr-F
|
| 611 |
- task:
|
|
|
|
| 612 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 613 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 614 |
dataset:
|
| 615 |
name: newstest2019
|
| 616 |
type: wmt-2019-news
|
| 617 |
args: deu-eng
|
| 618 |
metrics:
|
| 619 |
+
- type: bleu
|
| 620 |
+
value: 39.7
|
| 621 |
+
name: BLEU
|
| 622 |
+
- type: chrf
|
| 623 |
+
value: 0.63749
|
| 624 |
+
name: chr-F
|
| 625 |
+
- type: bleu
|
| 626 |
+
value: 42.9
|
| 627 |
+
name: BLEU
|
| 628 |
+
- type: chrf
|
| 629 |
+
value: 0.66751
|
| 630 |
+
name: chr-F
|
| 631 |
- task:
|
|
|
|
| 632 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 633 |
name: Translation deu-eng
|
|
|
|
|
|
|
| 634 |
dataset:
|
| 635 |
name: newstest2020
|
| 636 |
type: wmt-2020-news
|
| 637 |
args: deu-eng
|
| 638 |
metrics:
|
| 639 |
+
- type: bleu
|
| 640 |
+
value: 35.0
|
| 641 |
+
name: BLEU
|
| 642 |
+
- type: chrf
|
| 643 |
+
value: 0.612
|
| 644 |
+
name: chr-F
|
| 645 |
+
- type: bleu
|
| 646 |
+
value: 32.3
|
| 647 |
+
name: BLEU
|
| 648 |
+
- type: chrf
|
| 649 |
+
value: 0.60411
|
| 650 |
+
name: chr-F
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 651 |
---
|
| 652 |
# opus-mt-tc-big-gmw-gmw
|
| 653 |
|
|
|
|
| 704 |
|
| 705 |
src_text = [
|
| 706 |
">>nds<< Red keinen Quatsch.",
|
| 707 |
+
">>eng<< Findet ihr das nicht etwas �bereilt?"
|
| 708 |
]
|
| 709 |
|
| 710 |
model_name = "pytorch-models/opus-mt-tc-big-gmw-gmw"
|
|
|
|
| 839 |
|
| 840 |
## Citation Information
|
| 841 |
|
| 842 |
+
* Publications: [OPUS-MT � Building open translation services for the World](https://aclanthology.org/2020.eamt-1.61/) and [The Tatoeba Translation Challenge � Realistic Data Sets for Low Resource and Multilingual MT](https://aclanthology.org/2020.wmt-1.139/) (Please, cite if you use this model.)
|
| 843 |
|
| 844 |
```
|
| 845 |
@inproceedings{tiedemann-thottingal-2020-opus,
|
|
|
|
| 869 |
|
| 870 |
## Acknowledgements
|
| 871 |
|
| 872 |
+
The work is supported by the [European Language Grid](https://www.european-language-grid.eu/) as [pilot project 2866](https://live.european-language-grid.eu/catalogue/#/resource/projects/2866), by the [FoTran project](https://www.helsinki.fi/en/researchgroups/natural-language-understanding-with-cross-lingual-grounding), funded by the European Research Council (ERC) under the European Union�s Horizon 2020 research and innovation programme (grant agreement No 771113), and the [MeMAD project](https://memad.eu/), funded by the European Union�s Horizon 2020 Research and Innovation Programme under grant agreement No 780069. We are also grateful for the generous computational resources and IT infrastructure provided by [CSC -- IT Center for Science](https://www.csc.fi/), Finland.
|
| 873 |
|
| 874 |
## Model conversion info
|
| 875 |
|