We use the continuous bag-of-words model introduced by (Mikolov et al., 2013), and the tool word2vec 2 to obtain the word embeddings.
the results show that systems with better ROUGE-2 value indeed can assign higher weights to correct bigrams, allowing the ILP decoding process to select these bigrams, which leads to a better sentence selection.