Since there are K existing intents and L emerging intents, the similarities between existing and emerging intents form a matrix Q∈R L×K .
the similarity between an emerging intent z l ∈Z and an existing intent y k ∈Y is computed as: where d (e z l , e y k ) = (e z l − e y k ) T Σ −1 (e z l − e y k ) .