Instead of using the raw text, similar to (Liu et al., 2015), we use the sequence derived from SegPhrase as input to the word embedding algorithm.
word2vec (Mikolov et al., 2013) is utilized in our experiments, but can be seamlessly replaced by any other embedding results.