Understanding NLP models
Regardless of the NLP task being performed or the NLP tool set being used, there are several steps that they all have in common. In this section, we will present these steps. As you go through the chapters and techniques presented in this book, you will see these steps repeated with slight variations. Getting a good understanding of them now will ease the task of learning the techniques.
The basic steps include:
- Identifying the task
- Selecting a model
- Building and training the model
- Verifying the model
- Using the model
We will discuss each of these tasks in the following sections.
Identifying the task
It is important to understand the problem that needs to be solved. Based on this understanding, a solution can be devised that consists ...
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