Ordinarily this is thought of as being mediated by syntax, which is covered in this article only through a relatively simple framework of bounded recursive HHMM state transitions.
the bounded HHMM representation used in this paper has been applied (without semantics) to rich syntactic parsing as well, using a transformed grammar to minimize stack usage to cases of center-expansion (Schuler et al.