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BERT Classification Learner
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The node uses BERT model and adds a predefined neural network on top. There are 3 layers added:

  • GlobalAveragePooling1D layer
  • Dropout layer
  • Dense layer
The trained model can be applied for multi-class classification.

Node details

Input ports
  1. Type: se.redfield.bert.nodes.port.BertModelPortObject
    BERT Model
    BERT Model
  2. Type: Table
    Data Table
    Data Table
  3. Type: Table
    Validation Table
    Validation Table
Output ports
  1. Type: se.redfield.bert.nodes.port.BertClassifierPortObject
    BERT Classifier
    BERT Classifier model
  2. Type: Table
    Stats
    Stats

Extension

The BERT Classification Learner node is part of this extension:

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