Beyond identifying the spans of text containing information pertinent to each of the PIO elements, we consider the task of predicting which of the detailed labels occur in each span, and where they are located.
we begin with the starting spans and predict a single label from the corresponding PIO hierarchy for each token, evaluating against the test set of 200 documents.