|
--- |
|
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 | 0.99 | |
|
| . | 0.93 | |
|
| ? | 0.76 | |
|
| , | 0.82 | |
|
| : | 0.64 | |
|
| - | 0.89 | |
|
| macro average | 0.84 | |
|
|
|
## Contact |
|
|
|
Jordi Mas <jmas@softcatala.org> |
|
|
|
|
