They showed better average accuracies than target only cases, but they showed mixed results.
the loss function of the POS tagging can be formulate as: where S is the number of sentences in the current minibatch, N is the number of words in the current sentence, p i,j is the label of the j-th tag of the i-th sentence in the minibatch, andp i,j is the predicted tag.