Once, a preposition and its corresponding sense are known, the space of verb+preposition constructions that can be used for paraphrasing is severely reduced (illustrated in Table 1), thereby making the task of verb+preposition paraphrasing easy.
it shows that NC-LSTM outperforms Girju (2007)'s approach on their own dataset.