US Patent 11157475 Generating machine learning models for understanding sentence context

A device that includes an enterprise data indexing engine (EDIE) configured to receive a document comprising text and to convert the document into a markup language code. The EDIE is further configured to identify tags within the markup language code and to parse the markup language code into logical sections based on the tags. The EDIE is further configured to identify sentences within each of the logical sections and to link the identified sentences with a classification type. The EDIE is further configured to use the classified sentences to train a custom machine learning model.