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BERT Predictor

BERT extension for KNIME Workbench version 0.0.1.v202012081121 by Redfield AB

The node makes predictions for the input data based on the trained BERT model by BERT Classification Learner.

Options

Settings

Sentence column
A column with a plain text (String), that contains text to be classified. No special pre-processing is needed.
Batch size
The size of a chunk of the input data used for model update.
Change prediction column name
If active a column with provided name will be created in the output table. Otherwise the default name will be used for the column with predictions.
Append individual class probabilities
If active the columns with class probabilities will be created in the output table.
Suffix for probability columns
If not empty the suffix will be added to every column name for class probabilities columns.

Input Ports

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BERT Classifier
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Data Table

Output Ports

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Output table

Best Friends (Incoming)

Best Friends (Outgoing)

Workflows

Installation

To use this node in KNIME, install Redfield BERT Nodes from the following update site:

KNIME 4.3

A zipped version of the software site can be downloaded here.

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Developers

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