This file summarizes dev performance obtained for each of our approaches. Distance loss results Coefficient = 0.5, normalization = True. Model NLL F1 EM AvNA Square root 3.42 59.79 55.71 67.29 Linear 3.30 59.66 56.02 67.35 Quadratic 3.16 60.33 56.64 67.46