To initialize the domain-specific word embeddings, we train the word embeddings by CBOW (Mikolov et al., 2013) using Amazon reviews 3 and Yelp reviews 4 , which are in-domain corpora for laptop and restaurant respectively.
for S L , we use Amazon embedding, and for S R , we use Yelp embedding.