Note that the sum of each row is equal to 1.
using the same principle, we can derive ϕ c k which can be formulated as: where η e , η c ∼ Dir(β) the incorporation of η e k and η c k on the topic level encourages the word distribution ϕ e k and ϕ c k to share common semantic components of reader comments in different languages.