However, entropy regularization is either motivated by the theoretical result that unlabeled data samples are informa-tive when classes are well separated (Grandvalet and Bengio, 2005), or derived from the expected conditional log-likelihood (Smith and Eisner, 2007).
our approach is motivated by the observed unambiguity of natural language grammars.