Morfessor captures a general word structure of the form (pre * stm suf * ) + , which is handy for words in morphologically rich languages like Finnish or Turkish.
such general form is currently unnecessary in our models as the mor-phoRNNs assume input of the form pre * stm suf * for efficient learning of the RNN structures: a stem is always combined with an affix to yield a new stem.