Since multiple sequences of abstract morphemes may in general give rise to a single output form, 1 we marginalize these, i.e., where GEN(a) gives the surface word form produced from the morpheme sequence a.
to these previous works, we demonstrate the utility of incorporating morphological information in these open-vocabulary models.