In the previous lesson, we talked about various applications of named entity linking system and how it can be used as a component in bigger tasks/systems such as a virtual assistant system. Therefore, we require metrics that:
Compare different entity linking models based on their performance.
This will be catered to by offline metrics.
Measure the performance of the bigger task when a particular model for entity linking is used.
This will be catered to by online metrics.