Choose a topicznMultinomial(θ).
Each document is a mixture of topics, where Mult(theta) is a the document's distribution over topics. The generative model assumes each word within a document corresponds to a topic (drawn from the multinomial above) which in turn encodes a multinomial distribution over words.