Once we obtain sentence embeddings h i for each sentence x i , the Sentence reader then reads sentence embeddings h i by another bi-directional LSTM and generates context-aware sentence representation H i for each x i .
two vectors generated by the forward recurrent neural network are concatenated into sentence representation H i for x i : We now obtain the context-aware sentence representations H = {H 1 , ..., H N }.