 Dirichlet-multinomial conjugacy

A Dirichlet prior with parameters $({\alpha }_1,\dots ,{\alpha }_K)$ combined with categorical labels having counts $(N_1,\dots ,N_K)$ gives a Dirichlet posterior with parameters $({\alpha }_1+N_1,\dots ,{\alpha }_K+N_K)$.