Therefore, we employ another GRU as the recurrent unit to remember the partial output summary, and use a Multi-Layer Perceptron (MLP) to score the document sentences.
the GRU takes the document level representation s t−1 of the last extracted sentenceŜ t−1 as input to produce its current hidden state h t .