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mijuanlo/fullstop-catalan-punctuation-prediction
fullstop-catalan-punctuation-prediction is a machine learning model from mijuanlo. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model predicts the punctuation of Catalan language.
Downloads · 30 days
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7% of all-time downloads
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From the Hugging Face model README
This model predicts the punctuation of Catalan language.
The model restores the following punctuation markers: "." "," "?" "-" ":"
Based on the work https://github.com/oliverguhr/fullstop-deep-punctuation-prediction
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:
| Label | CA |
|---|---|
| 0 | 0.99 |
| . | 0.93 |
| , | 0.82 |
| ? | 0.76 |
| - | 0.89 |
| : | 0.64 |
| macro average | 0.84 |
Jordi Mas [email protected]