Models may use computed alignments between source and target sentences to directly copy or transform a word from the input sentence whose corresponding translation is not present in the vocabulary<cite> (Luong et al., 2015)</cite> or they may conduct sentence tokenization at the level of individual characters (Ling et al., 2015) or subword units such as morphemes (Sennrich et al., 2015b) .