We apply additive operations to these factors in log-space in a way similar to the Sparse Additive Generative model (Eisenstein et al., 2011).
of this extension, every feature j of creole i has its own mixing proportion, where m j,k is a factor specific to feature type j and n i,k is the one specific to creole i.