Initial readme
Browse files
README.md
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- ca
|
| 4 |
+
tags:
|
| 5 |
+
- punctuation prediction
|
| 6 |
+
- punctuation
|
| 7 |
+
datasets: softcatala/Europarl-catalan
|
| 8 |
+
widget:
|
| 9 |
+
- text: "Ara tenim ratolins de quatre mesos que no són diabètics tot i que solien ser-ho va afegir."
|
| 10 |
+
example_title: "Catalan"
|
| 11 |
+
metrics:
|
| 12 |
+
- f1
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
+
This model predicts the punctuation of Catalan language.
|
| 16 |
+
|
| 17 |
+
The model restores the following punctuation markers: **"." "," "?" "-" ":"**
|
| 18 |
+
|
| 19 |
+
## Results
|
| 20 |
+
|
| 21 |
+
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 the different languages:
|
| 22 |
+
|
| 23 |
+
| Label | CA |
|
| 24 |
+
| ------------- | ----- |
|
| 25 |
+
| 0 | 0.99 |
|
| 26 |
+
| . | 0.93 |
|
| 27 |
+
| ? | 0.76 |
|
| 28 |
+
| , | 0.82 |
|
| 29 |
+
| : | 0.64 |
|
| 30 |
+
| - | 0.89 |
|
| 31 |
+
| macro average | 0.84 |
|
| 32 |
+
|