readme: ---
  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>
  
  