Although methods like (Elsner et al., 2007;Li and Jurafsky, 2017) attempt to combine these aspects of coherence, to our knowledge, no methods consider all the three aspects together in a single framework.
our bi-LSTM sentence encoder gives a representation h i ∈ R 2p for each sentence s i in the document.