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Catalog of NLP normalization pipelines
Catalog of NLP normalization pipelines to compose the NLP pipeline
Aura Platform Team has implemented a set of normalization pipelines in order to be nested in the NLP model pipeline. They are built joining different normalization stages (normalizers).
In every use case, it is necessary to choose the most adequate normalization pipeline.
For example, if numbers are expected to be expressed with text characters (i.e., “one”), it is useful to include the normalization stage CardinalityNormalizer to turn them into digits (“1”).
Another example refers to the fact that written requests are required. In this situation, it can be important to include a normalization stage that reduces transcription mistakes.
Select your intended normalization pipeline in the left menu. Each of them is characterized by its description and configuration.
| Section | Content | Role in the NLP process |
|---|---|---|
| Description | Identification and objective of the stage in the recognition process | Descriptive purpose of the stage in the recognition process |
| Configuration | Required configuration for each NLP stage | Configuration of each stage of the NLP model |