When we count the number of entities present in the data selected by the two strategies, we see in Figure  4(b) that data selected by ETAL has a significantly larger number of entities than SAL, across all the 6 annotation experiments.
the reason for this thresholding is purely for computational purposes as it allows us to discard all spans that have a very low probability of being an entity, keeping the number of spans actually stored in memory low.