The process of rule-topic distribution estimation is analogous to the traditional estimation of rule translation probability (Chiang, 2007).
we denotes each sentence pair by (z f , z e , a), where z f and z e are the topic assignments of source-side and target-side sentences respectively, and a is a set of links {(i, j)}.