However, we acknowledge a subtle difference between<cite> Dyer et al. (2016)</cite> and our approach compared to baseline language models: while the latter incrementally estimate the next word probability, our approach<cite> (and Dyer et al. 2016</cite> ) directly assigns probability to the entire sentence.