We incorporate Prince's change-of-state formalization as well as Labov's definition of the MRE by modeling changes in story characteristics suggested by Prince, Polanyi, and Labov, such as measures of syntactic complexity and emotional content.
bag-of-words cosine similarity to the tl;dr performed poorly (RMSE of 13.2).