The k-th dimension P (z = k|d) means the probability of topic k given document d. Different from rule-topic distribution, the documenttopic distribution can be directly inferred by an offthe-shelf LDA tool.
based on these two distributions, we select a rule for a document to be translated according to their topic similarity (Section 3.1), which measures the relatedness of the rule to the document.