Since we are doing POS tagging, we want the distribution to learn the information encoded in the original POS labels "JJ NNS RB VBP DT NNS".
by calculating the entropy between the hidden sequence and real labels, we can identify a subset of desired distributions that have low entropy, shown in the dotted oval.