2017, we formulate the task as a sequence of linking decisions for each span i to the set of its possible antecedents, denoted as , a dummy antecedent and all preceding spans.
the use of dummy antecedent for a span is to handle two possible scenarios: (i) the span is not an entity mention or (ii) the span is an entity mention but it is not coreferent with any previous spans.