Machine Learning - Annotation of Financial Data

Our client wanted to teach their AI to learn how to automagically annotate financial earning documents. In this annotation workbench there are 4 distinct sections.

• The TEXT_ID and TEXT columns contain the teachable data for the AI.

• The Suggested Category column contains suggested annotations that the AI has made. There have been multiple rounds of human annotation, machine learning and AI application previous to this workbench application. When the human is annotating this document they can confirm or fix the AI suggestions based on these suggestions.

• The Category column contains human annotations that either confirm or fix the AI suggestions.

• Column 5 contains the annotation taxonomy. These taxonomies can be dragged and dropped into the Category column.