One important difference between the standard use of CRFs for sequence labeling and our task is that our "labels" do not correspond to a fixed set of classes that can be predicted for any input, but are as specific to the particular input example as the sequences to be labeled themselves.
there could be more than one candidate region with high IoU with the gold region, and they should all be considered as correct grounding for the phrase.