Dominant Location Classifier

This component is a specialized text classifier that operates on long-form content, It is meant to identify only one location out of all the pre-extracted mentioned locations in the long-form content and reports it as the dominant_location based on their frequency in the input document.

Example Use Case:

The Dominant Location classifier analyzes input documents and pre-extracted location entities. Suppose that there are multiple locations mentioned in the text, the classifier analyzes each of them and extracts only one of them as the most dominant location based on their frequency. In addition, it also presents a confidence score as well.