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### Resizable text classification architectures {#resizable-textcat}
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Previously, a trained [`TextCategorizer`](/api/textcategorizer) architectures
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could not be resized, meaning that you couldn't add new labels to an already
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trained text classifier. In spaCy v3.1, the
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[TextCatCNN](/api/architectures#TextCatCNN) and
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Previously, the [`TextCategorizer`](/api/textcategorizer) architectures could
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not be resized, meaning that you couldn't add new labels to an already trained
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model. In spaCy v3.1, the [TextCatCNN](/api/architectures#TextCatCNN) and
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[TextCatBOW](/api/architectures#TextCatBOW) architectures are now resizable,
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while ensuring that the predictions for the old labels remain the same.
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