| language: | |
| - en | |
| - de | |
| - fr | |
| - it | |
| - nl | |
| - multilingual | |
| tags: | |
| - punctuation prediction | |
| - punctuation | |
| datasets: wmt/europarl | |
| license: mit | |
| 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 père ouvrait la porte de ma chambre" | |
| example_title: "French" | |
| - text: "Ist das eine Frage Frau Müller" | |
| example_title: "German" | |
| - text: "My name is Clara and I live in Berkeley California" | |
| example_title: "English" | |
| metrics: | |
| - f1 | |
| # 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 | |
| ``` |