We can motivate improvements to Algorithm 1 by viewing it as a greedy approximation to the optimization problem which chooses a set of scored predictions according to: Given the view that CAEVO is providing a solution to the objective in Equation 1 using Algorithm 1, it is straightforward to see possible directions for improvement.
in the past, labeled corpora used for training and evaluation contained only small subsets of pairs of events and times.