softcatala/fullstop-catalan-punctuation-prediction

Model

1

stars

8

commits

1

repos using this model

2

linked in READMEs

Apr 6, 2022

updated

endpoints_compatible
punctuation
punctuation prediction
pytorch
roberta
token-classification
transformers

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:

LabelCA
00.99
.0.93
,0.82
?0.76
-0.89
:0.64
macro average0.84

Contact

Jordi Mas jmas@softcatala.org

Contributors

jordimas

8 commits

softcatala/fullstop-catalan-punctuation-prediction

Model

1

stars

8

commits

1

repos using this model

2

linked in READMEs

Apr 6, 2022

updated

endpoints_compatible
punctuation
punctuation prediction
pytorch
roberta
token-classification
transformers

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:

LabelCA
00.99
.0.93
,0.82
?0.76
-0.89
:0.64
macro average0.84

Contact

Jordi Mas jmas@softcatala.org

Contributors

jordimas

8 commits