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--- |
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language: |
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- ca |
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tags: |
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- punctuation prediction |
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- punctuation |
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datasets: softcatala/Europarl-catalan |
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widget: |
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- text: "Ara tenim ratolins de quatre mesos que no són diabètics tot i que solien ser-ho va afegir" |
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example_title: "Catalan" |
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metrics: |
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- f1 |
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--- |
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This model predicts the punctuation of Catalan language. |
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The model restores the following punctuation markers: **"." "," "?" "-" ":"** |
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Based on the work https://github.com/oliverguhr/fullstop-deep-punctuation-prediction |
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## Results |
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The performance differs for the single punctuation markers as hyphens and colons, in many cases, are optional and can be substituted by either a comma or a full stop. The model achieves the following F1 scores for Catalan language: |
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| Label | CA | |
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| ------------- | ----- | |
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| 0 (LABEL_0) | 0.99 | |
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| . (LABEL_1) | 0.93 | |
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| , (LABEL_2) | 0.82 | |
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| ? (LABEL_3) | 0.76 | |
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| - (LABEL_4) | 0.89 | |
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| : (LABEL_5) | 0.64 | |
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| macro average | 0.84 | |
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## Contact |
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Jordi Mas <jmas@softcatala.org> |
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