In practice, when treating content selection as latent variables, the model tends to end up with a trivial solution of always selecting all source tokens (Shen et al., 2018a;Ke et al., 2018).
), (2) soft-select (SS), (3) Reinforce-select (RS) and (4) Variational-Reinforce-select (VRS) regarding their performance on content selection.