I have read your paper Text Infilling. The introduction of MaskGAN in the paper is a little confusing.
In the Introduction section, it writes: "For example, the recent MaskGAN work (Fedus et al., 2018) and the sentence completion task (Zweig and Burges, 2011) have assumed each missing portion of a sentence contains only a single word."
But in the paper of MaskGAN, it writes that
"For a discrete sequence x = (x1, · · · , xT ), a binary mask is generated (deterministically or stochastically) of the same length m = (m1, · · · , mT ) where each mt ∈ {0, 1}, selects which tokens will remain."
So I think that the missing portion of a sentence in MaskGAN is not a single word.
I have read your paper Text Infilling. The introduction of MaskGAN in the paper is a little confusing.
In the Introduction section, it writes: "For example, the recent MaskGAN work (Fedus et al., 2018) and the sentence completion task (Zweig and Burges, 2011) have assumed each missing portion of a sentence contains only a single word."
But in the paper of MaskGAN, it writes that
"For a discrete sequence x = (x1, · · · , xT ), a binary mask is generated (deterministically or stochastically) of the same length m = (m1, · · · , mT ) where each mt ∈ {0, 1}, selects which tokens will remain."
So I think that the missing portion of a sentence in MaskGAN is not a single word.