We omitted several arcs for convenience; namely, every morphological tag m i depends on the entire sequence .
for contextual inflection, as follows: (1) the distribution is over interleaved sequences of one-to-one aligned inflected words and morphological tags, conditioned on a lemmatized sequence, all of length n. This distribution is drawn as a hybrid (directed-undirected) graphical model (Koller and Friedman, 2009) in Fig.