Catalog of NLP stages

NLP stages to compose the NLP pipeline

Aura Platform Team has implemented a set of natural language processing (NLP) stages in order to configure different pipelines.

Select your intended stage in the left menu. Each of them is characterized by its description, path, files 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
Path	Class path (Python class) of an element (stage or connector)	The path of each stage of the pipeline must be included in the file `pipeline.json` for building up the NLP dynamic pipeline
File	Specific training files and test set files for the NLP stage required to train and validate the NLP model	Linguists must generate these files for the training and the validation of the NLP model during the data resources definition
Configuration	Required configuration for each NLP stage	Configuration of each stage of the NLP model