We extend the S-LSTM with slot-specific features H slot t and intentspecific features H slot t retrieved from memories.
at each input position t, we take the local window context ξ t , word embedding x t , slot feature h slot t and intent feature h int t as inputs to conduct combinatorial calculation simultaneously.