We utilize the probabilistic graphical model to solve the answer summarization task, Figure 1 gives some illustrations, in which the sites correspond to the sentences and the edges are utilized to model the interactions between sentences.
let x be the sentence sequence to all answers within a question thread, and y be the corresponding label sequence.