LinkLDA, however, is more flexible; rather than requiring both arguments to be generated from one of |Z| possible pairs of multinomials (β z , γ z ), Lin-kLDA allows the arguments of a given extraction to be generated from |Z| 2 possible pairs.
class-based approaches, first proposed by Resnik (1996), are the most studied of the four.