The ambiguity-aware training methods, that is ambiguity-aware self-training (AAST) and ambiguityaware ensemble-training (AAET), are compared to three baseline systems. First, <cite>NBG+EM</cite> is the generative model of <cite>Naseem et al. (2012)</cite> trained with expectation-maximization on additional unlabeled target language text.