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---
language:
- en
- de
- fr
- it
- nl
- multilingual
license: mit
tags:
- punctuation prediction
- punctuation
datasets: wmt/europarl
metrics:
- f1
widget:
- text: Ho sentito che ti sei laureata il che mi fa molto piacere
example_title: Italian
- text: Tous les matins vers quatre heures mon p�re ouvrait la porte de ma chambre
example_title: French
- text: Ist das eine Frage Frau M�ller
example_title: German
- text: My name is Clara and I live in Berkeley California
example_title: English
---
# Work in progress
## Classification report over all languages
```
precision recall f1-score support
0 0.99 0.99 0.99 47903344
. 0.94 0.95 0.95 2798780
, 0.85 0.84 0.85 3451618
? 0.88 0.85 0.87 88876
- 0.61 0.32 0.42 157863
: 0.72 0.52 0.60 103789
accuracy 0.98 54504270
macro avg 0.83 0.75 0.78 54504270
weighted avg 0.98 0.98 0.98 54504270
``` |