Then, the context similarity for each extracted noun and the noun in the input sentence is  In this method, we hypothetically define the prephrase and post-phrase of the target noun as the context; nouns used in a similar context are extracted from the corpus.
they regard English word 5-gram as one phrase, and they generate feature vectors using pointwise mutual information (PMI) scores.