Unless the semantics of a subset of the HTML tags map nicely into your publishing semantics, I'd go with a specific XML schema that represents your needs precisely. You can then render those to HTML (with possibly additional content for the mis-matched semantics) or analyze the published text more directly.

XML. It's a good thing. It's general, and controllable. HTML is for a specific purpose.