M X is used to construct a small subset of the parameters in the softmax layer: and W p ∈ R K×d and b p ∈ R K are used instead of W p and b p in Equation 4and 5.
in mini-batched processes with a mini-batch size B, our method constructs B different sets of (W p , b p ).