3 Additionally, this autoencoder can naturally handle variable-length sentences (Notice that g ∈ R d ).
we concatenate the input descriptors into one vector, and encode it into the hidden layer shown as gray nodes in Figure 3: where W enc ∈ R m×2d and b enc ∈ R m are the encoding parameters.