(2013) proposed a method to improve character-level translation with phrasebased translation systems, however, with only a limited success.
(3) Vanishing Gradient to neural machine translation, a major reason behind the wide adoption of word-level modelling is due to the difficulty in modelling long-term dependencies with recurrent neural networks (Bengio et al., 1994;Hochreiter, 1998).