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---
language:
- ca
tags:
- punctuation prediction
- punctuation
datasets: softcatala/Europarl-catalan
widget:
- text: "Els investigadors suggereixen que tot i que es tracta de la cua d'un dinosaure jove la mostra revela un plomatge adult i no pas plomissol"
example_title: "Catalan"
metrics:
- f1
---
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
## Results
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 |
## Contact
Jordi Mas <jmas@softcatala.org>
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