Compared to prior work on phrasal embeddings (Wieting et al., 2015;Pavlick et al., 2015), our work generalizes the phrases by introducing (typed) variables.
we replace words that correspond to entity mentions or pronouns with typed variables such as PersonX or PersonY, as shown in examples in Table 1.