Figure 4.
Interactive learning workflow. New documents are first manually annotated or refined after applying the pre-trained or string match tagger. Interactive learning follows three steps interactively: (i) Training TaggerOne using annotated documents, (ii) tagging biological concepts in new documents using the trained model and (iii) refining the documents by correcting annotation mistakes.