Downloads · 30 days
43
1% of all-time downloads
fullstop-catalan-punctuation-prediction
softcatala/fullstop-catalan-punctuation-prediction
fullstop-catalan-punctuation-prediction is a token classification model from softcatala. Use it when you need labels on individual words, such as names. It is set up for transformers.
This model predicts the punctuation of Catalan language.
All-time downloads
3.1K
Public
Repo size
1.5 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin502 MB · 99%
At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Apr 4, 2022
- Updated
- Apr 6, 2022
- SHA
- 4b262181
Try a prompt
Datasets
Model card
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
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 [email protected]
- Task
- Token Classification
- Library
- transformers
- Type
- roberta
- Languages
- ca
- Created
- Apr 4, 2022
- Updated
- Apr 6, 2022