To the best of our knowledge, the only exception is the unsupervised method proposed by G&S, which transforms the entity grid into a sentence graph and measures text coherence by computing the average out-degree of the graph.
we incorporate world knowledge into two existing frameworks: (1) the unsupervised graph-based model (G&S), and (2) the supervised entity-grid model (B&L).