How to use category suggestions?

Start annotating manually, at least 5 or 10 annotations per label.

You may want to continue even after the first appearance of the blue “pop up“ announces that suggestions have been computed (see What is a suggestion?).

The system will observe what is happening and after a while start to train a first model using your annotation so far in order to calculate “suggestions”.

After a decent amount of annotations (at least 10 for the simplest scenario):

  • Go to the Suggestions view
  • The suggested category is presented in dotted line.
  • Validate the suggested category by clicking on the chips or select the good one in the label list (manual annotation).
  • Once the category has been accepted or corrected, you have to validate the document to enrich your dataset with this new document.
  • Once the document validated, the system will propose you a new document with suggestion.
  • You can filter (on the left) the list of suggestions on the labels you want to work on in particular!
  • Sort suggestions according to their confidence level score.
  • While browsing the suggestions and accepting / refusing them you will normally be able to proceed much quicker (generate more good examples & counter examples) than if you were to continue manually.

Let’s move on to the next step: