Previously this means a simple postprocessing step during evaluation, but in our setting we can bring the trick to training.
using Euclidean distance as the ground distance, we would have parametrized C ts in the EMD term (4) as Considering the context vectors U S and U T , we now reformulate the ground distance as This modification affects both steps in the alternating optimization procedure.