At each step t, LSTM emits output h t and three key vectors k t , e t and a t simultaneously.
to get an intuitive understanding of what is happening when we use shared memory to predict the class of text, we design an experiment to compare and analyze the difference between our models and vanilla LStM, thereby demonstrating the effectiveness of our proposed architectures.