As we have shown here, such models offer some fundamental advantages, such as modularity and composability (e.g., of discourse grammars with DA models) and the ability to deal with noisy input (e.g., from a speech recognizer) in a principled way.
many other classifier architectures are applicable to the tasks discussed, in particular to DA classification.