metadata
language:
- ca
tags:
- punctuation prediction
- punctuation
datasets: softcatala/Europarl-catalan
widget:
- text: >-
Ara tenim ratolins de quatre mesos que no són diabètics tot i que solien
ser-ho va afegir
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 (LABEL_0) | 0.99 |
| . (LABEL_1) | 0.93 |
| , (LABEL_2) | 0.82 |
| ? (LABEL_3) | 0.76 |
| - (LABEL_4) | 0.89 |
| : (LABEL_5) | 0.64 |
| macro average | 0.84 |
Contact
Jordi Mas jmas@softcatala.org