Word Vector Apply

Manipulator

This node applies a Word Vector Model to Documents or Strings, meaning that every word contained in the text (tokenized by whitespace) 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.

Input Ports

  1. Type: Data
    Table containing Document or String Column.
  2. Type: Word Vector Model
    The Word Vector Model to use for word vector lookup.

Output Ports

  1. Type: Data
    Table with list of word vectors or single mean word vector.