Word Vector Apply (legacy)

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 (legacy)
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.

The KNIME Deeplearning4J Integration has been marked as legacy with KNIME Analytics Platform 5.0 and will be deprecated in a future version. If you are using this extension in a production workflow, consider switching to one of the other deep learning integrations available in KNIME Analytics Platform.


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

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

Output Ports

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


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