These "information flows" are real-valued vectors describing how words and phrases interact with each other, for example, a word (or phrase) in one sentence can modify the meaning of a word (or phrase) in another sentence through such "information flows".
given two sentences s 1 and s 2 , for every word x t in s 1 , we introduce a "candidate interaction state" for every word x τ in s 2 .