Part of the motivation of our mixed effects model is to be able to tackle hypothesis class C-by factoring out the influence of a particular author on the learning of personas, we would like to be able to discriminate between characters that all have a common authorial voice.
all models are run with P ∈ {10, 25, 50, 100, 250} personas; Persona Regression additionally uses K = 25 latent topics.