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Dutch Fine-Tuned BERT For Active/Passive Voice Classification.
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This model is fine-tuned on BERTje (https://github.com/wietsedv/bertje) for recognizing passive and active voice in Dutch sentences.
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## Dutch Fine-Tuned BERT For Active/Passive Voice Classification.
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#### Bedrijvende en Lijdende vorm classificatie voor zinnen
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This model is fine-tuned on BERTje (https://github.com/wietsedv/bertje) for recognizing passive and active voice in Dutch sentences.
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Fine-tuning was done for 10 epochs. The calculated scores for train-validation split are listed here:
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- Accuracy: 0.9791666666666666
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- F1: 0.9787234042553191
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- Loss: 0.06746523827314377
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- Precision: 1.0
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- Recall: 0.9583333333333334
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This is the first release, have fun with it!
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An example on how to use it will come soon.
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Gerwin
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