Word Vector Apply

This Node Is Deprecated — This version of the node has been replaced with a new and improved version. The old version is kept for backwards-compatibility, but for all new workflows we suggest to use the version linked below.
Go to Suggested ReplacementWord Vector Apply

This node applies a Word Vector Model to Documents or Strings, meaning that every word contained in the text will be replaced by the corresponding Word Vector if the word is available in the Word Vector dictionary. This will result in a list of Word Vectors. If specified the node calculates the mean of these vectors resulting in a single representation of the input.

Options

Document Column
The column containing the text where the Word Vector Model should be applied to.
Calculate Document Mean Vector?
Whether to calculate the mean of the word vectors.

Input Ports

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Table containing Document or String Column.
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The Word Vector Model to use for word vector lookup.

Output Ports

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Table with list of word vectors or single mean word vector.

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Further Links

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