Architectural Components
Explore the architectural components of an entity linking system, including the model generation and execution paths. Understand how named entity recognition and disambiguation work together, and how metrics evaluate their performance to build effective machine learning models for entity linking tasks.
We'll cover the following...
We'll cover the following...
The architectural components diagram for entity linking is shown below. It consists of two paths:
- Model generation path (training flow)
- Model execution path (prediction flow)
Architectural diagram for entity linking
📝 The terms entity mention and recognized entity are used interchangeably.
Model generation path
Model generation is responsible for training models for entity linking task. Let’s look at the components of this path.
Training data generation
You will begin ...