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Add an infobox to the TextCatReduce
section with an TextCatCNN
anchor
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@ -1084,6 +1084,14 @@ A classifier that pools token hidden representations of each `Doc` using first,
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max or mean reduction and then applies a classification layer. Reductions are
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max or mean reduction and then applies a classification layer. Reductions are
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concatenated when multiple reductions are used.
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concatenated when multiple reductions are used.
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<Infobox variant="warning" title="Relation to TextCatCNN" id="TextCatCNN">
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`TextCatReduce` is a generalization of the older
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[`TextCatCNN`](/api/legacy#TextCatCNN_v2) model. `TextCatCNN` always uses a mean
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reduction, whereas `TextCatReduce` also supports first/max reductions.
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</Infobox>
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| Name | Description |
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| Name | Description |
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| ------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| ------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| `exclusive_classes` | Whether or not categories are mutually exclusive. ~~bool~~ |
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| `exclusive_classes` | Whether or not categories are mutually exclusive. ~~bool~~ |
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