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--- |
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language: |
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- ast |
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- ca |
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- es |
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- fr |
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- gl |
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- it |
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- lad |
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- oc |
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- pms |
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- pt |
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- ro |
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tags: |
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- translation |
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- opus-mt-tc |
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license: cc-by-4.0 |
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model-index: |
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- name: opus-mt-tc-big-itc-itc |
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results: |
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- task: |
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name: Translation ast-cat |
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type: translation |
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args: ast-cat |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast cat devtest |
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metrics: |
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- name: BLEU |
|
type: bleu |
|
value: 31.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57870 |
|
- task: |
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name: Translation ast-fra |
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type: translation |
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args: ast-fra |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast fra devtest |
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metrics: |
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- name: BLEU |
|
type: bleu |
|
value: 31.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56761 |
|
- task: |
|
name: Translation ast-glg |
|
type: translation |
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args: ast-glg |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast glg devtest |
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metrics: |
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- name: BLEU |
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type: bleu |
|
value: 27.9 |
|
- name: chr-F |
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type: chrf |
|
value: 0.55161 |
|
- task: |
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name: Translation ast-ita |
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type: translation |
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args: ast-ita |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast ita devtest |
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metrics: |
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- name: BLEU |
|
type: bleu |
|
value: 22.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.51764 |
|
- task: |
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name: Translation ast-oci |
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type: translation |
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args: ast-oci |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast oci devtest |
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metrics: |
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- name: BLEU |
|
type: bleu |
|
value: 20.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.49545 |
|
- task: |
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name: Translation ast-por |
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type: translation |
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args: ast-por |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast por devtest |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57347 |
|
- task: |
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name: Translation ast-ron |
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type: translation |
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args: ast-ron |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast ron devtest |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52317 |
|
- task: |
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name: Translation ast-spa |
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type: translation |
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args: ast-spa |
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dataset: |
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name: flores101-devtest |
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type: flores_101 |
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args: ast spa devtest |
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metrics: |
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- name: BLEU |
|
type: bleu |
|
value: 21.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.49741 |
|
- task: |
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name: Translation cat-ast |
|
type: translation |
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args: cat-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
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args: cat ast devtest |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56754 |
|
- task: |
|
name: Translation cat-fra |
|
type: translation |
|
args: cat-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
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args: cat fra devtest |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 38.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63368 |
|
- task: |
|
name: Translation cat-glg |
|
type: translation |
|
args: cat-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
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args: cat glg devtest |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59596 |
|
- task: |
|
name: Translation cat-ita |
|
type: translation |
|
args: cat-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: cat ita devtest |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55886 |
|
- task: |
|
name: Translation cat-oci |
|
type: translation |
|
args: cat-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: cat oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54285 |
|
- task: |
|
name: Translation cat-por |
|
type: translation |
|
args: cat-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: cat por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62913 |
|
- task: |
|
name: Translation cat-ron |
|
type: translation |
|
args: cat-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: cat ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56885 |
|
- task: |
|
name: Translation cat-spa |
|
type: translation |
|
args: cat-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: cat spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53372 |
|
- task: |
|
name: Translation fra-ast |
|
type: translation |
|
args: fra-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
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args: fra ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 20.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52696 |
|
- task: |
|
name: Translation fra-cat |
|
type: translation |
|
args: fra-cat |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60492 |
|
- task: |
|
name: Translation fra-glg |
|
type: translation |
|
args: fra-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra glg devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57485 |
|
- task: |
|
name: Translation fra-ita |
|
type: translation |
|
args: fra-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra ita devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56493 |
|
- task: |
|
name: Translation fra-oci |
|
type: translation |
|
args: fra-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57449 |
|
- task: |
|
name: Translation fra-por |
|
type: translation |
|
args: fra-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62211 |
|
- task: |
|
name: Translation fra-ron |
|
type: translation |
|
args: fra-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56998 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: fra spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52880 |
|
- task: |
|
name: Translation glg-ast |
|
type: translation |
|
args: glg-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55090 |
|
- task: |
|
name: Translation glg-cat |
|
type: translation |
|
args: glg-cat |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60550 |
|
- task: |
|
name: Translation glg-fra |
|
type: translation |
|
args: glg-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62026 |
|
- task: |
|
name: Translation glg-ita |
|
type: translation |
|
args: glg-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg ita devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55834 |
|
- task: |
|
name: Translation glg-oci |
|
type: translation |
|
args: glg-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 21.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52520 |
|
- task: |
|
name: Translation glg-por |
|
type: translation |
|
args: glg-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60027 |
|
- task: |
|
name: Translation glg-ron |
|
type: translation |
|
args: glg-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55621 |
|
- task: |
|
name: Translation glg-spa |
|
type: translation |
|
args: glg-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: glg spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53219 |
|
- task: |
|
name: Translation ita-ast |
|
type: translation |
|
args: ita-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 17.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.50741 |
|
- task: |
|
name: Translation ita-cat |
|
type: translation |
|
args: ita-cat |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57061 |
|
- task: |
|
name: Translation ita-fra |
|
type: translation |
|
args: ita-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60199 |
|
- task: |
|
name: Translation ita-glg |
|
type: translation |
|
args: ita-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita glg devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55312 |
|
- task: |
|
name: Translation ita-oci |
|
type: translation |
|
args: ita-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 18.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.48447 |
|
- task: |
|
name: Translation ita-por |
|
type: translation |
|
args: ita-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58162 |
|
- task: |
|
name: Translation ita-ron |
|
type: translation |
|
args: ita-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53703 |
|
- task: |
|
name: Translation ita-spa |
|
type: translation |
|
args: ita-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ita spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 23.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52238 |
|
- task: |
|
name: Translation oci-ast |
|
type: translation |
|
args: oci-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 20.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53010 |
|
- task: |
|
name: Translation oci-cat |
|
type: translation |
|
args: oci-cat |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59946 |
|
- task: |
|
name: Translation oci-fra |
|
type: translation |
|
args: oci-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.64290 |
|
- task: |
|
name: Translation oci-glg |
|
type: translation |
|
args: oci-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci glg devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56737 |
|
- task: |
|
name: Translation oci-ita |
|
type: translation |
|
args: oci-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci ita devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54220 |
|
- task: |
|
name: Translation oci-por |
|
type: translation |
|
args: oci-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 35.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62127 |
|
- task: |
|
name: Translation oci-ron |
|
type: translation |
|
args: oci-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55906 |
|
- task: |
|
name: Translation oci-spa |
|
type: translation |
|
args: oci-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: oci spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52110 |
|
- task: |
|
name: Translation por-ast |
|
type: translation |
|
args: por-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54539 |
|
- task: |
|
name: Translation por-cat |
|
type: translation |
|
args: por-cat |
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dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61809 |
|
- task: |
|
name: Translation por-fra |
|
type: translation |
|
args: por-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.64343 |
|
- task: |
|
name: Translation por-glg |
|
type: translation |
|
args: por-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por glg devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57965 |
|
- task: |
|
name: Translation por-ita |
|
type: translation |
|
args: por-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por ita devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55841 |
|
- task: |
|
name: Translation por-oci |
|
type: translation |
|
args: por-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54829 |
|
- task: |
|
name: Translation por-ron |
|
type: translation |
|
args: por-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57283 |
|
- task: |
|
name: Translation por-spa |
|
type: translation |
|
args: por-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: por spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53513 |
|
- task: |
|
name: Translation ron-ast |
|
type: translation |
|
args: ron-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 20.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52265 |
|
- task: |
|
name: Translation ron-cat |
|
type: translation |
|
args: ron-cat |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59689 |
|
- task: |
|
name: Translation ron-fra |
|
type: translation |
|
args: ron-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63060 |
|
- task: |
|
name: Translation ron-glg |
|
type: translation |
|
args: ron-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron glg devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56677 |
|
- task: |
|
name: Translation ron-ita |
|
type: translation |
|
args: ron-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron ita devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55485 |
|
- task: |
|
name: Translation ron-oci |
|
type: translation |
|
args: ron-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 21.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52433 |
|
- task: |
|
name: Translation ron-por |
|
type: translation |
|
args: ron-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61831 |
|
- task: |
|
name: Translation ron-spa |
|
type: translation |
|
args: ron-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: ron spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52712 |
|
- task: |
|
name: Translation spa-ast |
|
type: translation |
|
args: spa-ast |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa ast devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 15.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.49008 |
|
- task: |
|
name: Translation spa-cat |
|
type: translation |
|
args: spa-cat |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa cat devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 23.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53905 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57078 |
|
- task: |
|
name: Translation spa-glg |
|
type: translation |
|
args: spa-glg |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa glg devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52563 |
|
- task: |
|
name: Translation spa-ita |
|
type: translation |
|
args: spa-ita |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa ita devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52783 |
|
- task: |
|
name: Translation spa-oci |
|
type: translation |
|
args: spa-oci |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa oci devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 16.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.48064 |
|
- task: |
|
name: Translation spa-por |
|
type: translation |
|
args: spa-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55736 |
|
- task: |
|
name: Translation spa-ron |
|
type: translation |
|
args: spa-ron |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: spa ron devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 21.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.51623 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: news-test2008 |
|
type: news-test2008 |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58939 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: news-test2008 |
|
type: news-test2008 |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58695 |
|
- task: |
|
name: Translation cat-fra |
|
type: translation |
|
args: cat-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: cat-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 54.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.71201 |
|
- task: |
|
name: Translation cat-ita |
|
type: translation |
|
args: cat-ita |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: cat-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 58.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.74198 |
|
- task: |
|
name: Translation cat-por |
|
type: translation |
|
args: cat-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: cat-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 57.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.74930 |
|
- task: |
|
name: Translation cat-spa |
|
type: translation |
|
args: cat-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: cat-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 78.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.87844 |
|
- task: |
|
name: Translation fra-cat |
|
type: translation |
|
args: fra-cat |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: fra-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 46.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.66525 |
|
- task: |
|
name: Translation fra-ita |
|
type: translation |
|
args: fra-ita |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: fra-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 53.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72742 |
|
- task: |
|
name: Translation fra-por |
|
type: translation |
|
args: fra-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: fra-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 48.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68413 |
|
- task: |
|
name: Translation fra-ron |
|
type: translation |
|
args: fra-ron |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: fra-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 44.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65009 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 54.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72080 |
|
- task: |
|
name: Translation glg-por |
|
type: translation |
|
args: glg-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: glg-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 61.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.76720 |
|
- task: |
|
name: Translation glg-spa |
|
type: translation |
|
args: glg-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: glg-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 71.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.82362 |
|
- task: |
|
name: Translation ita-cat |
|
type: translation |
|
args: ita-cat |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ita-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 56.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72529 |
|
- task: |
|
name: Translation ita-fra |
|
type: translation |
|
args: ita-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ita-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 65.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.77932 |
|
- task: |
|
name: Translation ita-por |
|
type: translation |
|
args: ita-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ita-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 54.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72798 |
|
- task: |
|
name: Translation ita-ron |
|
type: translation |
|
args: ita-ron |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ita-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 51.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.70814 |
|
- task: |
|
name: Translation ita-spa |
|
type: translation |
|
args: ita-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ita-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 62.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.77455 |
|
- task: |
|
name: Translation lad-spa |
|
type: translation |
|
args: lad-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: lad-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52243 |
|
- task: |
|
name: Translation lad_Latn-spa |
|
type: translation |
|
args: lad_Latn-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: lad_Latn-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 42.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59363 |
|
- task: |
|
name: Translation oci-fra |
|
type: translation |
|
args: oci-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: oci-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.49660 |
|
- task: |
|
name: Translation pms-ita |
|
type: translation |
|
args: pms-ita |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: pms-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 20.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.40221 |
|
- task: |
|
name: Translation por-cat |
|
type: translation |
|
args: por-cat |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: por-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 52.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.71146 |
|
- task: |
|
name: Translation por-fra |
|
type: translation |
|
args: por-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: por-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 60.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.75565 |
|
- task: |
|
name: Translation por-glg |
|
type: translation |
|
args: por-glg |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: por-glg |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 59.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.75348 |
|
- task: |
|
name: Translation por-ita |
|
type: translation |
|
args: por-ita |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: por-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 58.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.76883 |
|
- task: |
|
name: Translation por-ron |
|
type: translation |
|
args: por-ron |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: por-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 46.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.67838 |
|
- task: |
|
name: Translation por-spa |
|
type: translation |
|
args: por-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: por-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 64.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.79336 |
|
- task: |
|
name: Translation ron-fra |
|
type: translation |
|
args: ron-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ron-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 55.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.70307 |
|
- task: |
|
name: Translation ron-ita |
|
type: translation |
|
args: ron-ita |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ron-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 53.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.73862 |
|
- task: |
|
name: Translation ron-por |
|
type: translation |
|
args: ron-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ron-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 50.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.70889 |
|
- task: |
|
name: Translation ron-spa |
|
type: translation |
|
args: ron-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ron-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 57.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.73529 |
|
- task: |
|
name: Translation spa-cat |
|
type: translation |
|
args: spa-cat |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: spa-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 67.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.82758 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 57.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.73113 |
|
- task: |
|
name: Translation spa-glg |
|
type: translation |
|
args: spa-glg |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: spa-glg |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 63.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.77332 |
|
- task: |
|
name: Translation spa-ita |
|
type: translation |
|
args: spa-ita |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: spa-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 60.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.77046 |
|
- task: |
|
name: Translation spa-por |
|
type: translation |
|
args: spa-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: spa-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 59.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.75854 |
|
- task: |
|
name: Translation spa-ron |
|
type: translation |
|
args: spa-ron |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: spa-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 45.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.66679 |
|
- task: |
|
name: Translation fra-ita |
|
type: translation |
|
args: fra-ita |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: fra-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59764 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58829 |
|
- task: |
|
name: Translation ita-fra |
|
type: translation |
|
args: ita-fra |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: ita-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59084 |
|
- task: |
|
name: Translation ita-spa |
|
type: translation |
|
args: ita-spa |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: ita-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59669 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59096 |
|
- task: |
|
name: Translation spa-ita |
|
type: translation |
|
args: spa-ita |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: spa-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60783 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62250 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61953 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62953 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61130 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62397 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60927 |
|
- task: |
|
name: Translation fra-spa |
|
type: translation |
|
args: fra-spa |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: fra-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59312 |
|
- task: |
|
name: Translation spa-fra |
|
type: translation |
|
args: spa-fra |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: spa-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59468 |
|
- task: |
|
name: Translation cat-ita |
|
type: translation |
|
args: cat-ita |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: cat-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 47.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.69968 |
|
- task: |
|
name: Translation cat-oci |
|
type: translation |
|
args: cat-oci |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: cat-oci |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 51.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.73808 |
|
- task: |
|
name: Translation cat-ron |
|
type: translation |
|
args: cat-ron |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: cat-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.51178 |
|
- task: |
|
name: Translation ita-cat |
|
type: translation |
|
args: ita-cat |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: ita-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 48.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.70538 |
|
- task: |
|
name: Translation ita-oci |
|
type: translation |
|
args: ita-oci |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: ita-oci |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59025 |
|
- task: |
|
name: Translation ita-ron |
|
type: translation |
|
args: ita-ron |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: ita-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.51261 |
|
- task: |
|
name: Translation oci-cat |
|
type: translation |
|
args: oci-cat |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: oci-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 66.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.80908 |
|
- task: |
|
name: Translation oci-ita |
|
type: translation |
|
args: oci-ita |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: oci-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63584 |
|
- task: |
|
name: Translation oci-ron |
|
type: translation |
|
args: oci-ron |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: oci-ron |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.47384 |
|
- task: |
|
name: Translation ron-cat |
|
type: translation |
|
args: ron-cat |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: ron-cat |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52994 |
|
- task: |
|
name: Translation ron-ita |
|
type: translation |
|
args: ron-ita |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: ron-ita |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52714 |
|
- task: |
|
name: Translation ron-oci |
|
type: translation |
|
args: ron-oci |
|
dataset: |
|
name: wmt21-ml-wp |
|
type: wmt21-ml-wp |
|
args: ron-oci |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 21.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.45932 |
|
--- |
|
# opus-mt-tc-big-itc-itc |
|
|
|
## Table of Contents |
|
- [Model Details](#model-details) |
|
- [Uses](#uses) |
|
- [Risks, Limitations and Biases](#risks-limitations-and-biases) |
|
- [How to Get Started With the Model](#how-to-get-started-with-the-model) |
|
- [Training](#training) |
|
- [Evaluation](#evaluation) |
|
- [Citation Information](#citation-information) |
|
- [Acknowledgements](#acknowledgements) |
|
|
|
## Model Details |
|
|
|
Neural machine translation model for translating from Italic languages (itc) to Italic languages (itc). |
|
|
|
This model is part of the [OPUS-MT project](https://github.com/Helsinki-NLP/Opus-MT), an effort to make neural machine translation models widely available and accessible for many languages in the world. All models are originally trained using the amazing framework of [Marian NMT](https://marian-nmt.github.io/), an efficient NMT implementation written in pure C++. The models have been converted to pyTorch using the transformers library by huggingface. Training data is taken from [OPUS](https://opus.nlpl.eu/) and training pipelines use the procedures of [OPUS-MT-train](https://github.com/Helsinki-NLP/Opus-MT-train). |
|
**Model Description:** |
|
- **Developed by:** Language Technology Research Group at the University of Helsinki |
|
- **Model Type:** Translation (transformer-big) |
|
- **Release**: 2022-08-10 |
|
- **License:** CC-BY-4.0 |
|
- **Language(s):** |
|
- Source Language(s): ast cat cbk fra fro glg hat ita lad lad_Latn lat lat_Latn lij lld oci pms por ron spa |
|
- Target Language(s): ast cat fra gcf glg hat ita lad lad_Latn lat lat_Latn oci por ron spa |
|
- Language Pair(s): ast-cat ast-fra ast-glg ast-ita ast-oci ast-por ast-ron ast-spa cat-ast cat-fra cat-glg cat-ita cat-oci cat-por cat-ron cat-spa fra-ast fra-cat fra-glg fra-ita fra-oci fra-por fra-ron fra-spa glg-ast glg-cat glg-fra glg-ita glg-oci glg-por glg-ron glg-spa ita-ast ita-cat ita-fra ita-glg ita-oci ita-por ita-ron ita-spa lad-spa lad_Latn-spa oci-ast oci-cat oci-fra oci-glg oci-ita oci-por oci-ron oci-spa pms-ita por-ast por-cat por-fra por-glg por-ita por-oci por-ron por-spa ron-ast ron-cat ron-fra ron-glg ron-ita ron-oci ron-por ron-spa spa-cat spa-fra spa-glg spa-ita spa-por spa-ron |
|
- Valid Target Language Labels: >>acf<< >>aoa<< >>arg<< >>ast<< >>cat<< >>cbk<< >>cbk_Latn<< >>ccd<< >>cks<< >>cos<< >>cri<< >>crs<< >>dlm<< >>drc<< >>egl<< >>ext<< >>fab<< >>fax<< >>fra<< >>frc<< >>frm<< >>frm_Latn<< >>fro<< >>fro_Latn<< >>frp<< >>fur<< >>fur_Latn<< >>gcf<< >>gcf_Latn<< >>gcr<< >>glg<< >>hat<< >>idb<< >>ist<< >>ita<< >>itk<< >>kea<< >>kmv<< >>lad<< >>lad_Latn<< >>lat<< >>lat_Grek<< >>lat_Latn<< >>lij<< >>lld<< >>lld_Latn<< >>lmo<< >>lou<< >>mcm<< >>mfe<< >>mol<< >>mwl<< >>mxi<< >>mzs<< >>nap<< >>nrf<< >>oci<< >>osc<< >>osp<< >>osp_Latn<< >>pap<< >>pcd<< >>pln<< >>pms<< >>pob<< >>por<< >>pov<< >>pre<< >>pro<< >>qbb<< >>qhr<< >>rcf<< >>rgn<< >>roh<< >>ron<< >>ruo<< >>rup<< >>ruq<< >>scf<< >>scn<< >>sdc<< >>sdn<< >>spa<< >>spq<< >>spx<< >>src<< >>srd<< >>sro<< >>tmg<< >>tvy<< >>vec<< >>vkp<< >>wln<< >>xfa<< >>xum<< |
|
- **Original Model**: [opusTCv20210807_transformer-big_2022-08-10.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/itc-itc/opusTCv20210807_transformer-big_2022-08-10.zip) |
|
- **Resources for more information:** |
|
- [OPUS-MT-train GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) |
|
- More information about released models for this language pair: [OPUS-MT itc-itc README](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/itc-itc/README.md) |
|
- [More information about MarianNMT models in the transformers library](https://huggingface.co/docs/transformers/model_doc/marian) |
|
- [Tatoeba Translation Challenge](https://github.com/Helsinki-NLP/Tatoeba-Challenge/ |
|
|
|
This is a multilingual translation model with multiple target languages. A sentence initial language token is required in the form of `>>id<<` (id = valid target language ID), e.g. `>>ast<<` |
|
|
|
## Uses |
|
|
|
This model can be used for translation and text-to-text generation. |
|
|
|
## Risks, Limitations and Biases |
|
|
|
**CONTENT WARNING: Readers should be aware that the model is trained on various public data sets that may contain content that is disturbing, offensive, and can propagate historical and current stereotypes.** |
|
|
|
Significant research has explored bias and fairness issues with language models (see, e.g., [Sheng et al. (2021)](https://aclanthology.org/2021.acl-long.330.pdf) and [Bender et al. (2021)](https://dl.acm.org/doi/pdf/10.1145/3442188.3445922)). |
|
|
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## How to Get Started With the Model |
|
|
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A short example code: |
|
|
|
```python |
|
from transformers import MarianMTModel, MarianTokenizer |
|
|
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src_text = [ |
|
">>fra<< Charras anglés?", |
|
">>fra<< Vull veure't." |
|
] |
|
|
|
model_name = "pytorch-models/opus-mt-tc-big-itc-itc" |
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tokenizer = MarianTokenizer.from_pretrained(model_name) |
|
model = MarianMTModel.from_pretrained(model_name) |
|
translated = model.generate(**tokenizer(src_text, return_tensors="pt", padding=True)) |
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|
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for t in translated: |
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print( tokenizer.decode(t, skip_special_tokens=True) ) |
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|
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# expected output: |
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# Conversations anglaises ? |
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# Je veux te voir. |
|
``` |
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|
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You can also use OPUS-MT models with the transformers pipelines, for example: |
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|
|
```python |
|
from transformers import pipeline |
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pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-big-itc-itc") |
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print(pipe(">>fra<< Charras anglés?")) |
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|
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# expected output: Conversations anglaises ? |
|
``` |
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|
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## Training |
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|
|
- **Data**: opusTCv20210807 ([source](https://github.com/Helsinki-NLP/Tatoeba-Challenge)) |
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- **Pre-processing**: SentencePiece (spm32k,spm32k) |
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- **Model Type:** transformer-big |
|
- **Original MarianNMT Model**: [opusTCv20210807_transformer-big_2022-08-10.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/itc-itc/opusTCv20210807_transformer-big_2022-08-10.zip) |
|
- **Training Scripts**: [GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) |
|
|
|
## Evaluation |
|
|
|
* test set translations: [opusTCv20210807_transformer-big_2022-08-10.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/itc-itc/opusTCv20210807_transformer-big_2022-08-10.test.txt) |
|
* test set scores: [opusTCv20210807_transformer-big_2022-08-10.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/itc-itc/opusTCv20210807_transformer-big_2022-08-10.eval.txt) |
|
* benchmark results: [benchmark_results.txt](benchmark_results.txt) |
|
* benchmark output: [benchmark_translations.zip](benchmark_translations.zip) |
|
|
|
| langpair | testset | chr-F | BLEU | #sent | #words | |
|
|----------|---------|-------|-------|-------|--------| |
|
| cat-fra | tatoeba-test-v2021-08-07 | 0.71201 | 54.6 | 700 | 5664 | |
|
| cat-ita | tatoeba-test-v2021-08-07 | 0.74198 | 58.4 | 298 | 2028 | |
|
| cat-por | tatoeba-test-v2021-08-07 | 0.74930 | 57.4 | 747 | 6119 | |
|
| cat-spa | tatoeba-test-v2021-08-07 | 0.87844 | 78.1 | 1534 | 12094 | |
|
| fra-cat | tatoeba-test-v2021-08-07 | 0.66525 | 46.2 | 700 | 5342 | |
|
| fra-ita | tatoeba-test-v2021-08-07 | 0.72742 | 53.8 | 10091 | 62060 | |
|
| fra-por | tatoeba-test-v2021-08-07 | 0.68413 | 48.6 | 10518 | 77650 | |
|
| fra-ron | tatoeba-test-v2021-08-07 | 0.65009 | 44.0 | 1925 | 12252 | |
|
| fra-spa | tatoeba-test-v2021-08-07 | 0.72080 | 54.8 | 10294 | 78406 | |
|
| glg-por | tatoeba-test-v2021-08-07 | 0.76720 | 61.1 | 433 | 3105 | |
|
| glg-spa | tatoeba-test-v2021-08-07 | 0.82362 | 71.7 | 2121 | 17443 | |
|
| ita-cat | tatoeba-test-v2021-08-07 | 0.72529 | 56.4 | 298 | 2109 | |
|
| ita-fra | tatoeba-test-v2021-08-07 | 0.77932 | 65.2 | 10091 | 66377 | |
|
| ita-por | tatoeba-test-v2021-08-07 | 0.72798 | 54.0 | 3066 | 25668 | |
|
| ita-ron | tatoeba-test-v2021-08-07 | 0.70814 | 51.1 | 1005 | 6209 | |
|
| ita-spa | tatoeba-test-v2021-08-07 | 0.77455 | 62.9 | 5000 | 34937 | |
|
| lad_Latn-spa | tatoeba-test-v2021-08-07 | 0.59363 | 42.6 | 239 | 1239 | |
|
| lad-spa | tatoeba-test-v2021-08-07 | 0.52243 | 34.7 | 276 | 1448 | |
|
| oci-fra | tatoeba-test-v2021-08-07 | 0.49660 | 29.6 | 806 | 6302 | |
|
| pms-ita | tatoeba-test-v2021-08-07 | 0.40221 | 20.0 | 232 | 1721 | |
|
| por-cat | tatoeba-test-v2021-08-07 | 0.71146 | 52.2 | 747 | 6149 | |
|
| por-fra | tatoeba-test-v2021-08-07 | 0.75565 | 60.9 | 10518 | 80459 | |
|
| por-glg | tatoeba-test-v2021-08-07 | 0.75348 | 59.0 | 433 | 3016 | |
|
| por-ita | tatoeba-test-v2021-08-07 | 0.76883 | 58.8 | 3066 | 24897 | |
|
| por-ron | tatoeba-test-v2021-08-07 | 0.67838 | 46.6 | 681 | 4521 | |
|
| por-spa | tatoeba-test-v2021-08-07 | 0.79336 | 64.8 | 10947 | 87335 | |
|
| ron-fra | tatoeba-test-v2021-08-07 | 0.70307 | 55.0 | 1925 | 13347 | |
|
| ron-ita | tatoeba-test-v2021-08-07 | 0.73862 | 53.7 | 1005 | 6352 | |
|
| ron-por | tatoeba-test-v2021-08-07 | 0.70889 | 50.7 | 681 | 4593 | |
|
| ron-spa | tatoeba-test-v2021-08-07 | 0.73529 | 57.2 | 1959 | 12679 | |
|
| spa-cat | tatoeba-test-v2021-08-07 | 0.82758 | 67.9 | 1534 | 12343 | |
|
| spa-fra | tatoeba-test-v2021-08-07 | 0.73113 | 57.3 | 10294 | 83501 | |
|
| spa-glg | tatoeba-test-v2021-08-07 | 0.77332 | 63.0 | 2121 | 16581 | |
|
| spa-ita | tatoeba-test-v2021-08-07 | 0.77046 | 60.3 | 5000 | 34515 | |
|
| spa-lad_Latn | tatoeba-test-v2021-08-07 | 0.40084 | 14.7 | 239 | 1254 | |
|
| spa-por | tatoeba-test-v2021-08-07 | 0.75854 | 59.1 | 10947 | 87610 | |
|
| spa-ron | tatoeba-test-v2021-08-07 | 0.66679 | 45.5 | 1959 | 12503 | |
|
| ast-cat | flores101-devtest | 0.57870 | 31.8 | 1012 | 27304 | |
|
| ast-fra | flores101-devtest | 0.56761 | 31.1 | 1012 | 28343 | |
|
| ast-glg | flores101-devtest | 0.55161 | 27.9 | 1012 | 26582 | |
|
| ast-ita | flores101-devtest | 0.51764 | 22.1 | 1012 | 27306 | |
|
| ast-oci | flores101-devtest | 0.49545 | 20.6 | 1012 | 27305 | |
|
| ast-por | flores101-devtest | 0.57347 | 31.5 | 1012 | 26519 | |
|
| ast-ron | flores101-devtest | 0.52317 | 24.8 | 1012 | 26799 | |
|
| ast-spa | flores101-devtest | 0.49741 | 21.2 | 1012 | 29199 | |
|
| cat-ast | flores101-devtest | 0.56754 | 24.7 | 1012 | 24572 | |
|
| cat-fra | flores101-devtest | 0.63368 | 38.4 | 1012 | 28343 | |
|
| cat-glg | flores101-devtest | 0.59596 | 32.2 | 1012 | 26582 | |
|
| cat-ita | flores101-devtest | 0.55886 | 26.3 | 1012 | 27306 | |
|
| cat-oci | flores101-devtest | 0.54285 | 24.6 | 1012 | 27305 | |
|
| cat-por | flores101-devtest | 0.62913 | 37.7 | 1012 | 26519 | |
|
| cat-ron | flores101-devtest | 0.56885 | 29.5 | 1012 | 26799 | |
|
| cat-spa | flores101-devtest | 0.53372 | 24.6 | 1012 | 29199 | |
|
| fra-ast | flores101-devtest | 0.52696 | 20.7 | 1012 | 24572 | |
|
| fra-cat | flores101-devtest | 0.60492 | 34.6 | 1012 | 27304 | |
|
| fra-glg | flores101-devtest | 0.57485 | 30.3 | 1012 | 26582 | |
|
| fra-ita | flores101-devtest | 0.56493 | 27.3 | 1012 | 27306 | |
|
| fra-oci | flores101-devtest | 0.57449 | 28.2 | 1012 | 27305 | |
|
| fra-por | flores101-devtest | 0.62211 | 36.9 | 1012 | 26519 | |
|
| fra-ron | flores101-devtest | 0.56998 | 29.4 | 1012 | 26799 | |
|
| fra-spa | flores101-devtest | 0.52880 | 24.2 | 1012 | 29199 | |
|
| glg-ast | flores101-devtest | 0.55090 | 22.4 | 1012 | 24572 | |
|
| glg-cat | flores101-devtest | 0.60550 | 32.6 | 1012 | 27304 | |
|
| glg-fra | flores101-devtest | 0.62026 | 36.0 | 1012 | 28343 | |
|
| glg-ita | flores101-devtest | 0.55834 | 25.9 | 1012 | 27306 | |
|
| glg-oci | flores101-devtest | 0.52520 | 21.9 | 1012 | 27305 | |
|
| glg-por | flores101-devtest | 0.60027 | 32.7 | 1012 | 26519 | |
|
| glg-ron | flores101-devtest | 0.55621 | 27.8 | 1012 | 26799 | |
|
| glg-spa | flores101-devtest | 0.53219 | 24.4 | 1012 | 29199 | |
|
| ita-ast | flores101-devtest | 0.50741 | 17.1 | 1012 | 24572 | |
|
| ita-cat | flores101-devtest | 0.57061 | 27.9 | 1012 | 27304 | |
|
| ita-fra | flores101-devtest | 0.60199 | 32.0 | 1012 | 28343 | |
|
| ita-glg | flores101-devtest | 0.55312 | 25.9 | 1012 | 26582 | |
|
| ita-oci | flores101-devtest | 0.48447 | 18.1 | 1012 | 27305 | |
|
| ita-por | flores101-devtest | 0.58162 | 29.0 | 1012 | 26519 | |
|
| ita-ron | flores101-devtest | 0.53703 | 24.2 | 1012 | 26799 | |
|
| ita-spa | flores101-devtest | 0.52238 | 23.1 | 1012 | 29199 | |
|
| oci-ast | flores101-devtest | 0.53010 | 20.2 | 1012 | 24572 | |
|
| oci-cat | flores101-devtest | 0.59946 | 32.2 | 1012 | 27304 | |
|
| oci-fra | flores101-devtest | 0.64290 | 39.0 | 1012 | 28343 | |
|
| oci-glg | flores101-devtest | 0.56737 | 28.0 | 1012 | 26582 | |
|
| oci-ita | flores101-devtest | 0.54220 | 24.2 | 1012 | 27306 | |
|
| oci-por | flores101-devtest | 0.62127 | 35.7 | 1012 | 26519 | |
|
| oci-ron | flores101-devtest | 0.55906 | 28.0 | 1012 | 26799 | |
|
| oci-spa | flores101-devtest | 0.52110 | 22.8 | 1012 | 29199 | |
|
| por-ast | flores101-devtest | 0.54539 | 22.5 | 1012 | 24572 | |
|
| por-cat | flores101-devtest | 0.61809 | 36.4 | 1012 | 27304 | |
|
| por-fra | flores101-devtest | 0.64343 | 39.7 | 1012 | 28343 | |
|
| por-glg | flores101-devtest | 0.57965 | 30.4 | 1012 | 26582 | |
|
| por-ita | flores101-devtest | 0.55841 | 26.3 | 1012 | 27306 | |
|
| por-oci | flores101-devtest | 0.54829 | 25.3 | 1012 | 27305 | |
|
| por-ron | flores101-devtest | 0.57283 | 29.8 | 1012 | 26799 | |
|
| por-spa | flores101-devtest | 0.53513 | 25.2 | 1012 | 29199 | |
|
| ron-ast | flores101-devtest | 0.52265 | 20.1 | 1012 | 24572 | |
|
| ron-cat | flores101-devtest | 0.59689 | 32.6 | 1012 | 27304 | |
|
| ron-fra | flores101-devtest | 0.63060 | 37.4 | 1012 | 28343 | |
|
| ron-glg | flores101-devtest | 0.56677 | 29.3 | 1012 | 26582 | |
|
| ron-ita | flores101-devtest | 0.55485 | 25.6 | 1012 | 27306 | |
|
| ron-oci | flores101-devtest | 0.52433 | 21.8 | 1012 | 27305 | |
|
| ron-por | flores101-devtest | 0.61831 | 36.1 | 1012 | 26519 | |
|
| ron-spa | flores101-devtest | 0.52712 | 24.1 | 1012 | 29199 | |
|
| spa-ast | flores101-devtest | 0.49008 | 15.7 | 1012 | 24572 | |
|
| spa-cat | flores101-devtest | 0.53905 | 23.2 | 1012 | 27304 | |
|
| spa-fra | flores101-devtest | 0.57078 | 27.4 | 1012 | 28343 | |
|
| spa-glg | flores101-devtest | 0.52563 | 22.0 | 1012 | 26582 | |
|
| spa-ita | flores101-devtest | 0.52783 | 22.3 | 1012 | 27306 | |
|
| spa-oci | flores101-devtest | 0.48064 | 16.3 | 1012 | 27305 | |
|
| spa-por | flores101-devtest | 0.55736 | 25.8 | 1012 | 26519 | |
|
| spa-ron | flores101-devtest | 0.51623 | 21.4 | 1012 | 26799 | |
|
| fra-ita | newssyscomb2009 | 0.60995 | 32.1 | 502 | 11551 | |
|
| fra-spa | newssyscomb2009 | 0.60224 | 34.2 | 502 | 12503 | |
|
| ita-fra | newssyscomb2009 | 0.61237 | 33.7 | 502 | 12331 | |
|
| ita-spa | newssyscomb2009 | 0.60706 | 35.4 | 502 | 12503 | |
|
| spa-fra | newssyscomb2009 | 0.61290 | 34.6 | 502 | 12331 | |
|
| spa-ita | newssyscomb2009 | 0.61632 | 33.3 | 502 | 11551 | |
|
| fra-spa | news-test2008 | 0.58939 | 33.9 | 2051 | 52586 | |
|
| spa-fra | news-test2008 | 0.58695 | 32.4 | 2051 | 52685 | |
|
| fra-ita | newstest2009 | 0.59764 | 31.2 | 2525 | 63466 | |
|
| fra-spa | newstest2009 | 0.58829 | 32.5 | 2525 | 68111 | |
|
| ita-fra | newstest2009 | 0.59084 | 31.6 | 2525 | 69263 | |
|
| ita-spa | newstest2009 | 0.59669 | 33.5 | 2525 | 68111 | |
|
| spa-fra | newstest2009 | 0.59096 | 32.3 | 2525 | 69263 | |
|
| spa-ita | newstest2009 | 0.60783 | 33.2 | 2525 | 63466 | |
|
| fra-spa | newstest2010 | 0.62250 | 37.8 | 2489 | 65480 | |
|
| spa-fra | newstest2010 | 0.61953 | 36.2 | 2489 | 66022 | |
|
| fra-spa | newstest2011 | 0.62953 | 39.8 | 3003 | 79476 | |
|
| spa-fra | newstest2011 | 0.61130 | 34.9 | 3003 | 80626 | |
|
| fra-spa | newstest2012 | 0.62397 | 39.0 | 3003 | 79006 | |
|
| spa-fra | newstest2012 | 0.60927 | 34.3 | 3003 | 78011 | |
|
| fra-spa | newstest2013 | 0.59312 | 34.9 | 3000 | 70528 | |
|
| spa-fra | newstest2013 | 0.59468 | 33.6 | 3000 | 70037 | |
|
| cat-ita | wmt21-ml-wp | 0.69968 | 47.8 | 1743 | 42735 | |
|
| cat-oci | wmt21-ml-wp | 0.73808 | 51.6 | 1743 | 43736 | |
|
| cat-ron | wmt21-ml-wp | 0.51178 | 29.0 | 1743 | 42895 | |
|
| ita-cat | wmt21-ml-wp | 0.70538 | 48.9 | 1743 | 43833 | |
|
| ita-oci | wmt21-ml-wp | 0.59025 | 32.0 | 1743 | 43736 | |
|
| ita-ron | wmt21-ml-wp | 0.51261 | 28.9 | 1743 | 42895 | |
|
| oci-cat | wmt21-ml-wp | 0.80908 | 66.1 | 1743 | 43833 | |
|
| oci-ita | wmt21-ml-wp | 0.63584 | 39.6 | 1743 | 42735 | |
|
| oci-ron | wmt21-ml-wp | 0.47384 | 24.6 | 1743 | 42895 | |
|
| ron-cat | wmt21-ml-wp | 0.52994 | 31.1 | 1743 | 43833 | |
|
| ron-ita | wmt21-ml-wp | 0.52714 | 29.6 | 1743 | 42735 | |
|
| ron-oci | wmt21-ml-wp | 0.45932 | 21.3 | 1743 | 43736 | |
|
|
|
## Citation Information |
|
|
|
* 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.) |
|
|
|
``` |
|
@inproceedings{tiedemann-thottingal-2020-opus, |
|
title = "{OPUS}-{MT} {--} Building open translation services for the World", |
|
author = {Tiedemann, J{\"o}rg and Thottingal, Santhosh}, |
|
booktitle = "Proceedings of the 22nd Annual Conference of the European Association for Machine Translation", |
|
month = nov, |
|
year = "2020", |
|
address = "Lisboa, Portugal", |
|
publisher = "European Association for Machine Translation", |
|
url = "https://aclanthology.org/2020.eamt-1.61", |
|
pages = "479--480", |
|
} |
|
|
|
@inproceedings{tiedemann-2020-tatoeba, |
|
title = "The Tatoeba Translation Challenge {--} Realistic Data Sets for Low Resource and Multilingual {MT}", |
|
author = {Tiedemann, J{\"o}rg}, |
|
booktitle = "Proceedings of the Fifth Conference on Machine Translation", |
|
month = nov, |
|
year = "2020", |
|
address = "Online", |
|
publisher = "Association for Computational Linguistics", |
|
url = "https://aclanthology.org/2020.wmt-1.139", |
|
pages = "1174--1182", |
|
} |
|
``` |
|
|
|
## Acknowledgements |
|
|
|
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. |
|
|
|
## Model conversion info |
|
|
|
* transformers version: 4.16.2 |
|
* OPUS-MT git hash: 8b9f0b0 |
|
* port time: Fri Aug 12 23:57:49 EEST 2022 |
|
* port machine: LM0-400-22516.local |
|
|
