Those hidden variables are typically introduced in joint probabilistic models as: By inspecting Figure 1b, we can observe that readability score r is independent from observable linguistic features l i given the language constructs Lex, Syn and Sem.
we can rewrite Equation 4 to factorize over the graph in Figure 1b as:  l i+1 , .