Model training

The goal of model training is to fit the best combination to a machine learning algorithm to optimize it. The purpose is to build the best mathematical representation of the relationship between data features and a target label.

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Regular expression

Sequence of symbols and characters expressing a string or pattern to be searched for within a longer piece of text.

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Intention

Intent recognition or intent classification is the task of taking a written input, and classifying it based on what the user wants to achieve.

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Annotate data

In named Entity Recognition (NER), data annotation consists in locating, extracting and tagging proper names entities in text. Entity annotation teaches NLP models how to identify named entities within a text.

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